#Azure Data Studio | Explore Tumblr posts and blogs

jcmarchi · 1 year ago

Text

Pocket-Sized Powerhouse: Unveiling Microsoft’s Phi-3, the Language Model That Fits in Your Phone

New Post has been published on https://thedigitalinsider.com/pocket-sized-powerhouse-unveiling-microsofts-phi-3-the-language-model-that-fits-in-your-phone/

Pocket-Sized Powerhouse: Unveiling Microsoft’s Phi-3, the Language Model That Fits in Your Phone

In the rapidly evolving field of artificial intelligence, while the trend has often leaned towards larger and more complex models, Microsoft is adopting a different approach with its Phi-3 Mini. This small language model (SLM), now in its third generation, packs the robust capabilities of larger models into a framework that fits within the stringent resource constraints of smartphones. With 3.8 billion parameters, the Phi-3 Mini matches the performance of large language models (LLMs) across various tasks including language processing, reasoning, coding, and math, and is tailored for efficient operation on mobile devices through quantization.

Challenges of Large Language Models

The development of Microsoft’s Phi SLMs is in response to the significant challenges posed by LLMs, which require more computational power than typically available on consumer devices. This high demand complicates their use on standard computers and mobile devices, raises environmental concerns due to their energy consumption during training and operation, and risks perpetuating biases with their large and complex training datasets. These factors can also impair the models’ responsiveness in real-time applications and make updates more challenging.

Phi-3 Mini: Streamlining AI on Personal Devices for Enhanced Privacy and Efficiency

The Phi-3 Mini is strategically designed to offer a cost-effective and efficient alternative for integrating advanced AI directly onto personal devices such as phones and laptops. This design facilitates faster, more immediate responses, enhancing user interaction with technology in everyday scenarios.

Phi-3 Mini enables sophisticated AI functionalities to be directly processed on mobile devices, which reduces reliance on cloud services and enhances real-time data handling. This capability is pivotal for applications that require immediate data processing, such as mobile healthcare, real-time language translation, and personalized education, facilitating advancements in these fields. The model’s cost-efficiency not only reduces operational costs but also expands the potential for AI integration across various industries, including emerging markets like wearable technology and home automation. Phi-3 Mini enables data processing directly on local devices which boosts user privacy. This could be vital for managing sensitive information in fields such as personal health and financial services. Moreover, the low energy requirements of the model contribute to environmentally sustainable AI operations, aligning with global sustainability efforts.

Design Philosophy and Evolution of Phi

Phi’s design philosophy is based on the concept of curriculum learning, which draws inspiration from the educational approach where children learn through progressively more challenging examples. The main idea is to start the training of AI with easier examples and gradually increase the complexity of the training data as the learning process progresses. Microsoft has implemented this educational strategy by building a dataset from textbooks, as detailed in their study “Textbooks Are All You Need.” The Phi series was launched in June 2023, beginning with Phi-1, a compact model boasting 1.3 billion parameters. This model quickly demonstrated its efficacy, particularly in Python coding tasks, where it outperformed larger, more complex models. Building on this success, Microsoft latterly developed Phi-1.5, which maintained the same number of parameters but broadened its capabilities in areas like common sense reasoning and language understanding. The series outshined with the release of Phi-2 in December 2023. With 2.7 billion parameters, Phi-2 showcased impressive skills in reasoning and language comprehension, positioning it as a strong competitor against significantly larger models.

Phi-3 vs. Other Small Language Models

Expanding upon its predecessors, Phi-3 Mini extends the advancements of Phi-2 by surpassing other SLMs, such as Google’s Gemma, Mistral’s Mistral, Meta’s Llama3-Instruct, and GPT 3.5, in a variety of industrial applications. These applications include language understanding and inference, general knowledge, common sense reasoning, grade school math word problems, and medical question answering, showcasing superior performance compared to these models. The Phi-3 Mini has also undergone offline testing on an iPhone 14 for various tasks, including content creation and providing activity suggestions tailored to specific locations. For this purpose, Phi-3 Mini has been condensed to 1.8GB using a process called quantization, which optimizes the model for limited-resource devices by converting the model’s numerical data from 32-bit floating-point numbers to more compact formats like 4-bit integers. This not only reduces the model’s memory footprint but also improves processing speed and power efficiency, which is vital for mobile devices. Developers typically utilize frameworks such as TensorFlow Lite or PyTorch Mobile, incorporating built-in quantization tools to automate and refine this process.

Feature Comparison: Phi-3 Mini vs. Phi-2 Mini

Below, we compare some of the features of Phi-3 with its predecessor Phi-2.

Model Architecture: Phi-2 operates on a transformer-based architecture designed to predict the next word. Phi-3 Mini also employs a transformer decoder architecture but aligns more closely with the Llama-2 model structure, using the same tokenizer with a vocabulary size of 320,641. This compatibility ensures that tools developed for Llama-2 can be easily adapted for use with Phi-3 Mini.

Context Length: Phi-3 Mini supports a context length of 8,000 tokens, which is considerably larger than Phi-2’s 2,048 tokens. This increase allows Phi-3 Mini to manage more detailed interactions and process longer stretches of text.

Running Locally on Mobile Devices: Phi-3 Mini can be compressed to 4-bits, occupying about 1.8GB of memory, similar to Phi-2. It was tested running offline on an iPhone 14 with an A16 Bionic chip, where it achieved a processing speed of more than 12 tokens per second, matching the performance of Phi-2 under similar conditions.

Model Size: With 3.8 billion parameters, Phi-3 Mini has a larger scale than Phi-2, which has 2.7 billion parameters. This reflects its increased capabilities.

Training Data: Unlike Phi-2, which was trained on 1.4 trillion tokens, Phi-3 Mini has been trained on a much larger set of 3.3 trillion tokens, allowing it to achieve a better grasp of complex language patterns.

Addressing Phi-3 Mini’s Limitations

While the Phi-3 Mini demonstrates significant advancements in the realm of small language models, it is not without its limitations. A primary constraint of the Phi-3 Mini, given its smaller size compared to massive language models, is its limited capacity to store extensive factual knowledge. This can impact its ability to independently handle queries that require a depth of specific factual data or detailed expert knowledge. This however can be mitigated by integrating Phi-3 Mini with a search engine. This way the model can access a broader range of information in real-time, effectively compensating for its inherent knowledge limitations. This integration enables the Phi-3 Mini to function like a highly capable conversationalist who, despite a comprehensive grasp of language and context, may occasionally need to “look up” information to provide accurate and up-to-date responses.

Availability

Phi-3 is now available on several platforms, including Microsoft Azure AI Studio, Hugging Face, and Ollama. On Azure AI, the model incorporates a deploy-evaluate-finetune workflow, and on Ollama, it can be run locally on laptops. The model has been tailored for ONNX Runtime and supports Windows DirectML, ensuring it works well across various hardware types such as GPUs, CPUs, and mobile devices. Additionally, Phi-3 is offered as a microservice via NVIDIA NIM, equipped with a standard API for easy deployment across different environments and optimized specifically for NVIDIA GPUs. Microsoft plans to further expand the Phi-3 series in the near future by adding the Phi-3-small (7B) and Phi-3-medium (14B) models, providing users with additional choices to balance quality and cost.

The Bottom Line

Microsoft’s Phi-3 Mini is making significant strides in the field of artificial intelligence by adapting the power of large language models for mobile use. This model improves user interaction with devices through faster, real-time processing and enhanced privacy features. It minimizes the need for cloud-based services, reducing operational costs and widening the scope for AI applications in areas such as healthcare and home automation. With a focus on reducing bias through curriculum learning and maintaining competitive performance, the Phi-3 Mini is evolving into a key tool for efficient and sustainable mobile AI, subtly transforming how we interact with technology daily.

0 notes

allaboutkeyingo · 2 months ago

Text

What is the most awesome Microsoft product? Why?

The “most awesome” Microsoft product depends on your needs, but here are some top contenders and why they stand out:

Top Microsoft Products and Their Awesome Features

1. Microsoft Excel

Why? It’s the ultimate tool for data analysis, automation (with Power Query & VBA), and visualization (Power Pivot, PivotTables).

Game-changer feature: Excel’s Power Query and dynamic arrays revolutionized how users clean and analyze data.

2. Visual Studio Code (VS Code)

Why? A lightweight, free, and extensible code editor loved by developers.

Game-changer feature: Its extensions marketplace (e.g., GitHub Copilot, Docker, Python support) makes it indispensable for devs.

3. Windows Subsystem for Linux (WSL)

Why? Lets you run a full Linux kernel inside Windows—perfect for developers.

Game-changer feature: WSL 2 with GPU acceleration and Docker support bridges the gap between Windows and Linux.

4. Azure (Microsoft Cloud)

Why? A powerhouse for AI, cloud computing, and enterprise solutions.

Game-changer feature: Azure OpenAI Service (GPT-4 integration) and AI-driven analytics make it a leader in cloud tech.

5. Microsoft Power BI

Why? Dominates business intelligence with intuitive dashboards and AI insights.

Game-changer feature: Natural language Q&A lets users ask data questions in plain English.

Honorable Mentions:

GitHub (owned by Microsoft) – The #1 platform for developers.

Microsoft Teams – Revolutionized remote work with deep Office 365 integration.

Xbox Game Pass – Netflix-style gaming with cloud streaming.

Final Verdict?

If you’re a developer, VS Code or WSL is unbeatable. If you’re into data, Excel or Power BI wins. For cutting-edge cloud/AI, Azure is king.

What’s your favorite?

If you need any Microsoft products, such as Windows , Office , Visual Studio, or Server , you can go and get it from our online store keyingo.com

#What is the most awesome Microsoft product? Why?

8 notes · View notes

joshth647-v2 · 4 months ago

Text

The full soundtrack for my fan """""project"""" (fictional game, in fact), Sonic the Hedgehog: Carnival Adventure 2! It's got like... 2 less songs than SCA1, but it's still a lot! (92 vs 95)[Based off of the TADC Carnival AU by @/sm-baby]

DOWNLOAD

Full song listing under the cut!

1-01: Title Screen - Title (Sonic Advance 3)

1-02: Main Menu - History (Sonic Mega Collection [Plus])

1-03: Data Select - Data Select Remix (Sonic the Hedgehog 3)

1-04: Hub World 1 - Extras (Sonic the Hedgehog '06)

1-05: Circus Festival Zone Act 1 - Casino Park (Sonic Heroes)

1-06: Minor Boss - Boss Theme (Sonic Advance 2)

1-07: Circus Festival Zone Act 2 - Casino Park Remix (Sonic Heroes)

1-08: Stage Clear - Stage Clear (Sonic Generations)

1-09: Boss Battle Phase 1 - Boss Theme (Sonic Advance 3)

1-10: Autumn Island Zone Act 1 - Azure Blue World Remix (Sonic Adventure)

1-11: Stage Clear (X Rank) - Act Clear Funky Remix (Sonic the Hedgehog 3)

1-12: Autumn Island Zone Act 2 - Emerald Coast Act 2 (Sonic Generations 3DS)

1-13: Boss Battle Phase 2 - Boss Pinch (Sonic Advance 3)

1-14: Item Shop - Options Menu (Sonic Advance 3)

1-15: Verdant Kingdom Zone Act 1 - Deep Woods (Sonic and the Black Knight)

1-16: Bonus Stage 1 - Gumball Machine Bonus (Sonic the Hedgehog 3)

1-17: Verdant Kingdom Zone Act 2 - Deep Woods Remix (Sonic and the Black Knight)

1-18: Hub World 2 - Soleanna Town (Sonic the Hedgehog '06)

1-19: Studio Chaos Zone Act 1 - Lights, Camera, Action! Remix (Sonic Mania)

1-20: Studio Chaos Zone Midboss - Hi-Spec Robo Go! Remix (Sonic Mania)

1-21: Studio Chaos Zone Act 2 - Prime Time Remix (Sonic Mania)

1-22: Studio Chaos Zone Boss - Boss Battle 1 (Sonic 3D Blast [Genesis])

1-23: Twisted Towers Zone Act 1 - Techno Tower Act 1 (Sonic Frenzy)

1-24: Twisted Towers Zone Act 2 - Techno Tower Act 2 (Sonic Frenzy)

1-25: Challenge Menu - Skill Shop/2P Results (Sonic Generations)

2-01: Invincibility - Still Invincible... No Fear! (Sonic Adventure 2)

2-02: Speed Shoes - Speed Shoes Theme (Sonic Before the Sequel)

2-03: Perilous Park Zone Act 1 - Casino Forest (Sonic Forces)

2-04: Perilous Park Zone Act 2 - Casino Forest Jahn Davis Remix (Sonic Forces)

2-05: Perilous Park Zone Act 3 - Casino Forest Remix (Sonic Forces)

2-06: Bonus Stage 2 - Pinball Bonus/Trap Tower (Sonic Mania)

2-07: Bonus Stage 3 - Circus Caravan (Sonic Lost World)

2-08: Heavenly Shrine Zone Act 1 - Angel Island Zone Act 1 (Sonic Advance)

2-09: Heavenly Shrine Zone Act 2 - Angel Island Zone Act 2 (Sonic Advance)

2-10: Diamond Valley Zone Act 1 - Snowy Mountain (Sonic Adventure)

2-11: Diamond Valley Zone Act 2 - Ice Cap Zone Act 1 Remix (Sonic the Hedgehog 3)

2-12: Diamond Valley Zone Act 3 (Snowboard Section) - Be Cool, Be Wild, and Be Groovy (Sonic Adventure)

2-13: Mini Games - Special Stage (Sonic Advance 1 & 2)

2-14: Movie Theatre - Gallery/Data Select (Sonic Generations)

2-15: The Museum - Advertise: Rhythmic Passage (Sonic Adventure 2)

2-16: Character Select - Games/Manuals (Sonic Mega Collection [Plus])

2-17: Locust Desert Zone Act 1 - Sandopolis Zone Act 1 (Sonic the Hedgehog 3)

2-18: Locust Desert Zone Act 2 - Arid Sands Night (Sonic Unleashed)

2-19: Marina Ruins Zone Act 1 - Tidal Tempest Zone Present JPN (Sonic the Hedgehog CD)

2-20: Marina Ruins Zone Act 2 - Tidal Tempest Zone Past (Sonic the Hedgehog CD)

2-21: Marina Ruins Zone Act 3 - Tidal Tempest Zone Good Future JPN Remix (Sonic the Hedgehog CD)

2-22: Challenge 1 - Toxic Caves (Sonic Spinball)

2-23: Challenge 2 - Leaf Forest Zone Act 1 (Sonic Advance 2)

2-24: Challenge 3 - Sand Road: Lap Music (Team Sonic Racing)

2-25: Challenge 4 - Cyberspace 1-5: Dropaholic (Sonic Frontiers)

2-26: Challenge 5 - Main Theme Remix (The Amazing Digital Circus)

2-27: Challenge Clear! - Stage Clear (Sonic Colors)

2-28: Stage/Challenge Results - S Rank Results (Sonic Generations)

3-01: Fiery Monolith Zone Act 1 - Hot Crater Zone Act 1 (Sonic Advance 2)

3-02: Fiery Monolith Zone Act 2 - Hot Crater Zone Act 2 (Sonic Advance 2)

3-03: Hyper Sneakers - Invincibility (Sonic the Hedgehog 2 [SMS/GG]

3-04: Time Attack Menu - D.A. Garden (Sonic the Hedgehog CD)

3-05: Wardrobe Room - Options Menu/System: Select (Sonic Generations)

3-06: Rocket Stadium Zone Act 1 - Under Logic (Streets of Rage 2)

3-07: Rocket Stadium Zone Act 2 - Under Logic Remix (Streets of Rage 2)

3-08: Dream Dimension Zone Act 1 - The Amazing Water (NiGHTS into Dreams...)

3-09: Dream Dimension Zone Act 2 - Suburban Museum (NiGHTS into Dreams...)

3-10: Dream Dimension Zone Act 3 - Paternal Horn (NiGHTS into Dreams...)

3-11: Dream Dimension Zone Boss - VS. Frigate Orcan & Frigate Skullian (Sonic Colors)

3-12: Chao Garden 1 - Neutral Garden (Sonic Adventure 2)

3-13: Chao Garden 2 - Hero Garden (Sonic Adventure 2)

3-14: Chao Garden 3 - Dark Garden (Sonic Adventure 2)

3-15: Super Sonic & Tails - Super Sonic Theme (Sonic Colors)

3-16: Super Pomni - Unused Super Sonic Theme (Sonic the Hedgehog 3 Prototype)

3-17: Galactic Foundry Zone Map - Gene Gadget Zone Act 1 (Sonic 3D Blast [Genesis])

3-18: Galactic Foundry Zone Act 1 - Egg Utopia Zone Act 1 (Sonic Advance 2)

3-19: Galactic Foundry Zone Clear - Stage Clear (Sonic Unleashed)

3-20: Galactic Foundry Zone Act 2 - Egg Utopia Zone Act 2 Sonic Advance 2)

3-21: Galactic Foundry Zone Boss - VS. Egg Dragoon (Sonic Unleashed/Sonic Generations)

3-22: Calm Before the Storm - Cutscene: The Power (Sonic Rush Adventure)

3-23: Vortex Frontier Zone - Deep Core Remix (Sonic Rush Adventure)

3-24: Final Boss Cutscene - Extra Demo 1 (Sonic Advance 3)

3-25: Final Boss Phase 1 - Ruby Illusions Jahn Davis Remix (Sonic Mania)

3-26: Final Boss Phase 2 - Ruby Illusions Metal Remix (Sonic Mania)

3-27: Final Boss Phase 3 - Ruby Illusions Symphonic Metal Cover (Sonic Mania)

3-28: Ending Cutscene - Ending A (Sonic Advance 3)

3-29: Credits Theme - Staff Roll (Sonic Advance 3)

4-01: Level Select - Character Select Remix (Sonic Advance 2)

Songs below are for the unlockable stages!

4-02: Mushroom Hill Zone Act 1 - Mushroom Hill Act 1 (Sonic Generations [3DS])

4-03: Mushroom Hill Zone Act 2 - Mushroom Hill Act 2 (Sonic Generations [3DS])

4-04: Rooftop Run Act 1 - Rooftop Run Act 1 (Sonic Generations)

4-05: Rooftop Run Act 2 - Rooftop Run Act 2 (Sonic Generations)

4-06: Chaotic Shrine Zone [Heavenly Shrine Zone Act 3] - Chaos Angel Zone Act 3 (Sonic Advance 3)

4-07: Heavenly Shrine Zone Boss 1 - Mecha Knuckles (Sonic Advance)

4-08: Heavenly Shrine Zone Boss 2 - VS. Egg Gravity (Sonic Advance 3)

4-09: Windmill Isle Act 1 - Windmill Isle Day: Act 1 (Sonic Unleashed)

4-10: Windmill Isle Act 2 - Windmill Isle Day: Act 2 (Sonic Unleashed)

4-11: Heavenly Shrine Zone (16bit) - Seaport Isle Zone Act 3/Sonic Advance Angel Island Zone Act 1 (Sonic Thrash)

4-12: Galactic Foundry Zone Bonus Act - Egg Fortress Zone Act 1 Remix (Sonic Superstars)

#sonic the hedgehog #sth #tadc #the amazing digital circus #tadc au #tadc carnival au #carnival au #the amazing digital carnival #sonic fangame

8 notes · View notes

roseliejack123 · 2 years ago

Text

Exploring the Boundless World of Java Programming: Your Path to Software Development Excellence

The world of programming is a fascinating and dynamic realm where innovation knows no bounds. In this rapidly evolving landscape, one language has remained a steadfast and versatile companion to developers for many years – Java. As one of the cornerstones of software development, Java is a programming language that continues to shape the digital future. Its ability to create diverse applications, its cross-platform compatibility, and its emphasis on readability have endeared it to developers across the globe.

Java's extensive libraries and its commitment to staying at the forefront of technology have made it a powerhouse capable of addressing a wide spectrum of challenges in the software development arena. The allure of Java programming lies in its versatility and the potential it offers to explore and master this dynamic and ever-evolving world.

Whether you're a seasoned developer or a novice just embarking on your coding adventure, Java has something to offer. It opens doors to countless opportunities and holds the potential to shape your digital future. As you delve into the capabilities of Java programming, you'll discover why it's a valuable skill to acquire and the myriad ways it can impact your journey in the world of software development.

Java in the World of Development

Java programming's influence spans a wide range of application domains, making it a sought-after skill among developers. Let's explore some key areas where Java shines:

1. Web Development

Java's utility in web development is well-established. The Java Enterprise Edition (Java EE) offers a robust set of tools and frameworks for building enterprise-level web applications. Popular web frameworks like Spring and JavaServer Faces (JSF) simplify web development, making it more efficient and structured.

2. Mobile App Development

For mobile app development, Java stands as a primary language for the Android platform. Android Studio, the official Android development environment, uses Java to create mobile apps for Android devices. Given the widespread use of Android devices, Java skills are in high demand, offering lucrative opportunities for developers.

3. Desktop Applications

Java's Graphical User Interface (GUI) libraries, including Swing and JavaFX, allow developers to create cross-platform desktop applications. This means a single Java application can run seamlessly on Windows, macOS, and Linux without modification. Java's platform independence is a significant advantage in this regard.

4. Game Development

While not as common as some other languages for game development, Java has made its mark in the gaming industry. Frameworks like LibGDX empower developers to create engaging and interactive games, proving that Java's versatility extends to the world of gaming.

5. Big Data and Analytics

In the realm of big data processing and analytics, Java plays a pivotal role. Leading frameworks like Apache Hadoop and Apache Spark are written in Java, leveraging its multithreading capabilities for processing vast datasets. Java's speed and reliability make it a preferred choice in data-intensive applications.

6. Server-Side Applications

Java is a top choice for building server-side applications. It powers numerous web servers, including Apache Tomcat and Jetty, and is widely used in developing backend services. Java's scalability and performance make it an ideal candidate for server-side tasks.

7. Cloud Computing

The cloud computing landscape benefits from Java's presence. Java applications can be seamlessly deployed on cloud platforms like Amazon Web Services (AWS) and Microsoft Azure. Its robustness and adaptability are vital for building cloud-based services and applications, offering limitless possibilities in cloud computing.

8. Scientific and Academic Research

Java's readability and maintainability make it a preferred choice in scientific and academic research. Researchers and scientists find Java suitable for developing scientific simulations, analysis tools, and research applications. Its ability to handle complex computations and data processing is a significant advantage in the research domain.

9. Internet of Things (IoT)

Java is gaining prominence in the Internet of Things (IoT) domain. It serves as a valuable tool for developing embedded systems, particularly in conjunction with platforms like Raspberry Pi. Its cross-platform compatibility ensures that IoT devices can run smoothly across diverse hardware.

10. Enterprise Software

Many large-scale enterprise-level applications and systems rely on Java as their foundation. Its scalability, security features, and maintainability make it an ideal choice for large organizations. Java's robustness and ability to handle complex business logic are assets in the enterprise software domain.

Java Programming: A Valuable Skill

The allure of Java programming lies in its adaptability and its remarkable potential to shape your career in software development. Java is not just a programming language; it's a gateway to a world of opportunities. With an ever-present demand for skilled Java developers, learning Java can open doors to numerous career prospects and professional growth.

As you embark on your journey to master Java programming, it's essential to have the right guidance and training.If you're committed to becoming a proficient Java developer and unlocking the full potential of this versatile language, consider enrolling in the comprehensive Java training programs offered by ACTE Technologies. It stands as a trusted guide, offering expert-led courses designed to equip you with the knowledge, skills, and practical experience necessary to excel in the world of Java programming. Your future as a proficient Java developer begins here, and the possibilities are limitless.

Java programming is a valuable investment in your career in software development. The multitude of applications and opportunities it offers, coupled with its sustained relevance and demand, make it a skill worth acquiring. Whether you are entering the world of programming or seeking to expand your horizons, mastering Java is a rewarding and transformative journey. So, why wait? Take the first step towards becoming a proficient Java developer with ACTE Technologies, and unlocking a world of possibilities in the realm of software development. Your journey to success begins here.

#java #java course #java training course #training #technology

3 notes · View notes

hotcupoteckla · 2 years ago

Text

Unity Gossips

So, if you're new to game development, or if you haven't heard, Unity plans on increasing their pricing for running their games, and charging dev teams for those expenses. Read for yourself on their blog here:

So some notes of interest from what I read, and what a lot of people seem to not care about (yet) because the runtime fees are what most people are up in arms about right now.

I mean, rightly so, given the whole "retroactively" and "based on Install, Not Purchases" which is ridiculous given pirating is pretty prevalent in the games industry. (I mean, totally pirate the big-name games, Fuck EA).

Smaller studios are going to suffer from this. It's bad. Even though it's written from an "EFF THE RICH!" standpoint, from the Games Industry, you might want to tack on a couple of zeros onto the end of these numbers for it to only affect larger corps. Think of Toby Fox getting pwned by this for Undertale and Deltarune, and you'll begin to see why it's bad to do this retroactively.

Oof, billed monthly. Damn.

BUT WAIT! THERE'S MORE Fuckery!

If you pay them to run their ad service on your games (depleting your revenue for Free to Play games), you can get a credited discount for the Runtime. Games similar to MergeDragons will get More Ads! Fun!

Last, but certainly not least, Unity has its own AI Suite!

How much do you want to bet "the ability to add AI functionality at runtime (Unity Sentis)" needs to be toggled OFF in order to not aggregate more data? Any takers to that bet? Does anyone in their right mind on this site think that it Won't be On all of the time?

There are likely many reasons for why they're so very willing to cover the additional cloud computational costs (read Alphabet, AWS or Azure Services, $$$$$) on the data you can give to their game-build assist AI program, and that does not bode well for any developer. Or any players, for that matter.

Not only that, but their asset management tools, and build minutes cost additional amounts unless you pay for premium tiers?

Yeah, not great. 10GB storage total. On 3D rendered art pieces/collections. Roll20 has the same amount of storage space as Unity Personal.

So that's it for Unity's blog post that I was able to spot, BUT the most amusing thing to me of all things is that Humble Bundle and Gamedev.tv took less than 24 hours to negotiate a new bundle for Godot.

#unity #video game industry #game development #use godot #humble bundle #fuck ai everything #video games

5 notes · View notes

iverveinc · 2 years ago

Text

What is the Best Microsoft Development Tool for Your Project?

Introduction

It is crucial to choose the right development tools for any project. It can be overwhelming to figure out which tools are most suitable for your project based on the vast array of options available. We will provide you with insight and criteria in this blog post to help you make informed decisions and select the best Microsoft development tools for your projects.

1) An overview of Microsoft's development tools

Several tools are industry favourites when it comes to Microsoft development. Listed below are a few popular Microsoft development tools:

A. Microsoft Visual Studio

It provides comprehensive tools, debugging capabilities, and integration with a variety of languages and frameworks, making it the leading integrated development environment (IDE) for Windows platform development.

B. Visual Studio Code

It's particularly well-suited to web development because it's lightweight and versatile. Customization options are extensive, extensions are numerous, and debugging capabilities are powerful.

C. Windows Forms

Windows Forms is a powerful framework for building applications with graphical user interfaces (GUI). In addition to providing a rich set of design options and controls, it simplifies the creation of desktop applications.

D. ASP.NET

Building dynamic and scalable web applications is easy with ASP.NET. A variety of development models are available, including Web Forms and MVC (Model-View-Controller), and it integrates seamlessly with other Microsoft tools. For more information on why choose .Net framework for your next project, please refer to our detailed article.

E. Microsoft SharePoint

Designed to facilitate collaboration, document management, and content publishing, SharePoint facilitates enterprise development. A wide variety of tools and services are available for building intranets, websites, and business solutions with it.

F. Azure

In addition to infrastructure as a service (IaaS), Microsoft Azure also offers platform as a service (PaaS) and software as a service (SaaS) services. An application development, deployment, and management environment that is scalable and flexible.

Help Using Microsoft Tools with Expertise

Would you like expert assistance in maximizing the potential of Microsoft tools for your development project? For more information, please visit our comprehensive development services page.

2) When choosing development tools, consider the following factors

You should consider the following factors when selecting Microsoft development tools:

A) Purpose and Technology Stack

Understand your project's purpose and the technology stack needed. Different tools are optimized for different purposes, such as web development, desktop applications, and cloud computing.

B) Ease of Use and Learnability

Make sure the tools are easy to use and easy to learn. Your development team's familiarity and learning curve with the tools should be considered. An intuitive interface and extensive documentation can significantly improve productivity.

C) Desired Features and Performance Goals

Determine what features and performance goals your project requires. Make sure your selected tools provide the necessary functionality and are capable of meeting your project's scalability and performance needs.

D) Specialized Tools and Services

Microsoft offers specialized tools and services tailored to specific requirements. Office 365 development services provide integration with the productivity suite, while Power BI and Power Apps development services enable low-code and advanced data analytics.

E) Security and Regular Updates

Protect against vulnerabilities by prioritizing tools that emphasize security and offer regular updates.

F) Cost-Effectiveness

Take into account the cost-effectiveness of the tools based on the needs and budget of your project. Each tool should be evaluated based on its licensing model, support options, and long-term expenses.

3) Considerations and additional Microsoft development tools

As well as the core development tools, Microsoft Office 365 is also worth mentioning. Microsoft Office 365 offers a range of productivity and collaboration tools, including Word, Excel, Teams, and SharePoint, that seamlessly integrate with development workflows.

Considering the use of development tools requires consideration of costs and prioritizing regular updates. The use of the latest tools ensures data protection, improves overall performance, and mitigates the risk of security breaches.

Using Microsoft development tools like Visual Studio, Visual Studio Code, Windows Forms, ASP.NET, SharePoint Development, and Azure, you have access to a comprehensive ecosystem that supports various development requirements. Power BI development services , Power Apps development services , and Office 365 development services can help you improve your development process and deliver high-quality solutions.

In addition to improving productivity, choosing the right tools can ensure streamlined development and the development of robust, scalable, and efficient solutions. Choosing the right Microsoft development tool for your project requires evaluating your project needs, exploring the available tools, and making an informed choice.

Office 365 Development Services

Get the most out of Microsoft's productivity suite with our Office 365 development services. You can find more information on our website.

4) Conclusion

You can significantly impact the success of your project by choosing the right Microsoft development tools.The factors such as purpose, ease of use, desired features, security, and cost-effectiveness can help you make an informed decision and choose the tools that are most appropriate for your project.

In addition to handling web development and MVP development projects, i-Verve has extensive experience with multiple technology stacks.

#Microsoft development tools for project execution

2 notes · View notes

crystalavigma · 4 days ago

Text

Mobile App Development Company in Chicago: Creating Digital Masterpieces

Mobile application development companies in Chicago, In today’s fast-paced digital world, mobile applications have become the cornerstone of successful businesses. Whether it’s about engaging customers, streamlining operations, or offering personalized experiences, the power of a well-built mobile app is undeniable. In a city known for its architectural brilliance and innovative spirit, one company stands out in the tech scene: Avigma Tech LLC, a premier mobile app development company in Chicago dedicated to creating digital masterpieces that push boundaries and elevate brands.

The Rise of Mobile Innovation in Chicago

Chicago isn’t just known for deep-dish pizza and towering skyscrapers—it’s a growing hub for technology and innovation. Businesses across the Windy City are leveraging mobile technology to reach new audiences, improve efficiency, and stay ahead of the curve. As the demand for intuitive, feature-rich apps grows, the need for a reliable and creative mobile app development partner becomes more critical than ever, mobile application development company in Chicago.

That’s where Avigma Tech LLC comes in.

About Avigma Tech LLC

Avigma Tech LLC is more than a development firm—it’s a digital craftsmanship studio. With a mission to turn bold ideas into powerful apps, Avigma blends technical excellence with artistic innovation. Their team of developers, designers, project managers, and strategists work collaboratively to build apps that aren’t just functional, but genuinely memorable.

Whether it’s a sleek mobile wallet, an AI-powered health tracker, a real-time event booking platform, or a fully integrated e-commerce app, Avigma delivers solutions that are robust, scalable, and tailored to meet the unique goals of each client.

What Makes Avigma Tech a Leader in Chicago?

Here’s why Avigma Tech LLC is trusted by startups, mid-size companies, and enterprise clients across industries:

1. User-Centric Design Philosophy

At the heart of every app Avigma creates is the user. Their design-first approach ensures every interaction feels natural, intuitive, and engaging. They prioritize clean UI/UX that enhances usability and boosts retention—whether it's a first-time user or a returning customer, mobile app development company in Chicago.

2. Cutting-Edge Technologies

Avigma isn’t afraid to dive into the latest tech. They specialize in both native and cross-platform development using frameworks like React Native, Flutter, Swift, Kotlin, and more. Their backend expertise includes .NET, Node.js, Firebase, Supabase, and cloud-native services like AWS and Azure.

3. End-to-End Development

From concept to deployment, Avigma handles the entire mobile app development lifecycle. This includes wireframing, prototyping, development, testing, deployment, and maintenance. Clients benefit from a single point of contact, streamlined communication, and fast turnaround times, mobile app development companies in Chicago.

4. Cross-Industry Experience

Avigma has built apps across a wide range of sectors including:

Healthcare & Mental Wellness

E-commerce & Retail

Fintech & Banking

Education & eLearning

Real Estate & Smart Property Management

Lifestyle & Entertainment

Their diverse portfolio allows them to bring industry-specific insights into each project, ensuring the app aligns with market trends and user expectations.

5. Security & Compliance

In today’s digital landscape, app security is non-negotiable. Avigma follows best practices in data protection, GDPR compliance, secure API development, and user authentication. Their apps are engineered to be safe, reliable, and resilient.

Building for the Future

Avigma doesn’t just build apps for today—they future-proof them. By incorporating AI, machine learning, blockchain, real-time analytics, and cloud integration, they ensure every app is ready to grow with your business. Their ongoing support and maintenance services keep your app updated with the latest technologies and market needs.

Collaboration That Counts

What sets Avigma apart from other mobile app development companies in Chicago is their dedication to partnership. They don’t just build what you ask for—they work with you to refine your vision, advise on strategy, and deliver a product that exceeds expectations, website development company in Chicago.

Whether you're a visionary entrepreneur, an enterprise CTO, or a growing startup, Avigma Tech becomes a true extension of your team.

Conclusion: Turning Ideas into Digital Masterpieces

When it comes to mobile app development in Chicago, Avigma Tech LLC is in a league of its own. By combining technical brilliance, creative innovation, and business strategy, they craft apps that aren’t just tools—but experiences. If you’re looking to make an impact in the digital world, Avigma is your trusted partner to bring your vision to life.

0 notes

avigmasoftware · 4 days ago

Text

Mobile App Development Company in Chicago: Creating Digital Masterpieces

The Rise of Mobile Innovation in Chicago

That’s where Avigma Tech LLC comes in.

About Avigma Tech LLC

What Makes Avigma Tech a Leader in Chicago?

Here’s why Avigma Tech LLC is trusted by startups, mid-size companies, and enterprise clients across industries:

1. User-Centric Design Philosophy

2. Cutting-Edge Technologies

3. End-to-End Development

4. Cross-Industry Experience

Avigma has built apps across a wide range of sectors including:

Healthcare & Mental Wellness

E-commerce & Retail

Fintech & Banking

Education & eLearning

Real Estate & Smart Property Management

Lifestyle & Entertainment

Their diverse portfolio allows them to bring industry-specific insights into each project, ensuring the app aligns with market trends and user expectations.

5. Security & Compliance

Building for the Future

Collaboration That Counts

Whether you're a visionary entrepreneur, an enterprise CTO, or a growing startup, Avigma Tech becomes a true extension of your team.

Conclusion: Turning Ideas into Digital Masterpieces

0 notes

bytebattler · 5 days ago

Text

microsoft azure ai engineer associate certification

Top Career Opportunities After Earning Azure AI Engineer Associate Certification

In today’s ever-evolving tech world, Artificial Intelligence (AI) is no longer just a buzzword — it’s a full-blown career path. With organizations embracing AI to improve operations, customer service, and innovation, professionals are rushing to upskill themselves. Among the top choices, the Microsoft Azure AI Engineer Associate Certification is gaining significant attention.

If you’re serious about making a mark in AI, then the Microsoft Azure AI certification pathway can be your golden ticket. This article dives deep into the top career opportunities after earning Azure AI Engineer Associate Certification, how this certification boosts your job prospects, and the roles you can aim for.

Why Choose the Azure AI Engineer Associate Certification?

The Azure AI Engineer Associate Certification is offered by Microsoft, a global leader in cloud computing and AI. It verifies your ability to use Azure Cognitive Services, Azure Machine Learning, and conversational AI to build and deploy AI solutions.

Professionals holding this certification demonstrate hands-on skills and are preferred by companies that want ready-to-deploy AI talent.

Benefits of the Azure AI Engineer Associate Certification

Let’s understand why more professionals are choosing this certification to strengthen their careers:

1. Industry Recognition

Companies worldwide trust Microsoft technologies. Getting certified adds credibility to your resume.

2. Cloud-Centric Skillset

The demand for cloud-based AI solutions is skyrocketing. This certification proves your expertise in building such systems.

3. Competitive Salary Packages

Certified professionals are often offered higher salaries due to their validated skills.

4. Global Opportunities

Whether you're in India, the USA, or Europe, Azure AI certification opens doors globally.

Top Career Opportunities After Earning Azure AI Engineer Associate Certification

The top career opportunities after earning Azure AI Engineer Associate Certification span across various industries, from healthcare and finance to retail and logistics. Below are the most promising roles you can pursue:

AI Engineer

As an AI Engineer, you’ll build, test, and deploy AI models. You'll work with machine learning algorithms and integrate Azure Cognitive Services. This is one of the most common and direct roles after certification.

Machine Learning Engineer

You’ll design and implement machine learning models in real-world applications. You'll be responsible for model training, evaluation, and fine-tuning on Azure ML Studio or Azure Databricks.

Data Scientist

This role involves data analysis, visualization, and model building. Azure tools like Machine Learning Designer make your job easier. Data scientists with Azure skills are in massive demand across all sectors.

AI Solutions Architect

Here, you’ll lead the design of AI solutions for enterprise applications. You need to combine business understanding with deep technical expertise in AI and Azure services.

Cloud AI Consultant

Companies hire consultants to guide their AI strategy. Your Azure certification gives you the tools to advise clients on how to build scalable AI systems using cloud services.

Business Intelligence Developer

BI developers use AI to gain insights from business data. With Azure’s AI tools, you can automate reporting, forecast trends, and build smart dashboards.

AI Product Manager

This role is perfect if you love tech and strategy. As a product manager, you’ll plan the AI product roadmap and ensure Azure services align with customer needs.

Chatbot Developer

With expertise in Azure Bot Services and Language Understanding (LUIS), you’ll create conversational AI that enhances customer experiences across websites, apps, and support systems.

Automation Engineer

You’ll design intelligent automation workflows using Azure AI and RPA tools. From customer onboarding to document processing, AI is the key.

Azure Developer with AI Focus

A developer well-versed in .NET or Python and now skilled in Azure AI can build powerful applications that utilize computer vision, NLP, and predictive models.

Industries Hiring Azure AI Certified Professionals

The top career opportunities after earning Azure AI Engineer Associate Certification are not limited to IT companies. Here’s where you’re likely to be hired:

Healthcare: AI-driven diagnostics and patient care

Finance: Fraud detection and predictive analytics

Retail: Customer behavior analysis and chatbots

Logistics: Smart inventory and route optimization

Education: Personalized learning platforms

Demand Outlook and Salary Trends

Let’s take a look at what the future holds:

AI Engineer: ₹10–25 LPA in India / $120K+ in the US

ML Engineer: ₹12–30 LPA in India / $130K+ in the US

Data Scientist: ₹8–22 LPA in India / $110K+ in the US

Companies like Microsoft, Accenture, Infosys, Deloitte, and IBM are actively hiring Azure AI-certified professionals. Job listings on platforms like LinkedIn and Indeed reflect growing demand.

Skills Gained from the Certification

The Azure AI Engineer Associate Certification equips you with:

Knowledge of Azure Cognitive Services

Skills in NLP, speech, vision, and language understanding

Proficiency in Azure Bot Services

Hands-on with Machine Learning pipelines

Use of Azure ML Studio and Notebooks

You don’t just become a certificate holder—you become a problem solver.

Career Growth After the Certification

As you progress in your AI journey, the certification lays the foundation for:

Mid-level roles after 2–3 years: Lead AI Engineer, AI Consultant

Senior roles after 5+ years: AI Architect, Director of AI Solutions

Leadership after 10+ years: Chief Data Officer, Head of AI

Real-World Projects That Get You Hired

Employers love practical knowledge. The certification encourages project-based learning, such as:

Sentiment analysis using Azure Cognitive Services

Building chatbots for e-commerce

Predictive analytics models for healthcare

Language translation tools

Automated document processing using Azure Form Recognizer

Completing and showcasing such projects makes your portfolio job-ready.

Middle of the Article Keyword Usage

If you're aiming to future-proof your tech career, then exploring the top career opportunities after earning Azure AI Engineer Associate Certification is one of the smartest moves you can make. It not only adds to your credentials but directly connects you to real-world AI roles.

Who Should Pursue This Certification?

This certification is ideal for:

Freshers with Python/AI interest

Software developers entering AI

Data professionals upskilling

Cloud engineers expanding into AI

Technical leads managing AI projects

How to Prepare for the Certification

Tips to ace the exam:

Take official Microsoft learning paths

Join instructor-led training programs

Practice with Azure sandbox labs

Study real-world use cases

Attempt mock exams

Final Thoughts

The top career opportunities after earning Azure AI Engineer Associate Certification are not only growing—they’re evolving. This certification doesn’t just give you knowledge; it opens doors to meaningful, high-paying, and future-ready roles. Whether you aim to be an AI engineer, a consultant, or a product manager, this certification lays the perfect foundation for your next big move in the AI industry.

FAQs

What are the prerequisites for taking the Azure AI certification exam?

You should have a basic understanding of Python, machine learning concepts, and experience with Microsoft Azure.

Is it necessary to have prior AI experience?

No, but having foundational knowledge in AI and cloud computing will make the learning curve easier.

How long does it take to prepare for the exam?

On average, candidates spend 4–6 weeks preparing with structured study plans and hands-on practice.

Is this certification useful for non-developers?

Yes! Even business analysts and managers with tech interest can benefit, especially in AI product management and consulting roles.

Can I get a job immediately after certification?

It depends on your background, but certification significantly boosts your chances of landing interviews and roles.

Does this certification expire?

Yes, typically after one year. Microsoft provides updates and renewal paths to keep your skills current.

What tools should I master for this certification?

Azure Machine Learning, Azure Cognitive Services, Azure Bot Service, and Python are key tools to learn.

What is the exam format like?

It usually consists of 40–60 questions including MCQs, case studies, and practical scenarios.

Can I do this certification online?

Yes, you can take the exam online with proctoring or at an authorized test center.

How is it different from other cloud certifications?

This certification focuses specifically on AI implementation using Azure, unlike general cloud certifications that cover infrastructure and DevOps.

1 note · View note

lakshmimonopoly1 · 6 days ago

Text

Why Enterprises Still Choose .NET for Mission-Critical Apps

In today's fast-paced digital world, enterprises demand application frameworks that are reliable, secure, and scalable. Among the many options available, Microsoft’s .NET framework continues to be a top choice for mission-critical applications. For those looking to master this powerful technology, finding the Best DotNet Training Institute in Hyderabad, Kukatpally, KPHB is essential to build a successful career in enterprise development.

Robust Security and Reliability

One of the core reasons enterprises stick with .NET is its robust security architecture. It supports role-based security, code access security, and cryptographic services, making it an ideal choice for industries that handle sensitive data, such as finance, healthcare, and government. .NET applications are also known for their high reliability, making them a trusted platform for managing large-scale operations with zero downtime.

Seamless Integration and Interoperability

Many enterprises already use Microsoft's Azure, SQL Server, and Office 365 products, which are integrated with .NET. Additionally, it supports interoperability with various programming languages and legacy systems. Businesses can modernize their applications without rewriting them all, saving time and resources.

Performance and Scalability

As a result of just-in-time compilation, caching services, and native optimization, .NET applications are highly performant. With the introduction of .NET Core and now .NET 6/7+, Microsoft has improved performance across platforms while making it more cloud-native. This makes .NET perfect for enterprises planning to scale and deploy applications across multiple environments.

Strong Developer Ecosystem

Developers in the .NET space are a large and active community that is constantly growing. Microsoft provides excellent documentation, tools like Visual Studio, and regular updates, ensuring that developers have everything they need to build cutting-edge applications. This support gives enterprises confidence that their development teams can efficiently maintain and enhance applications over time.

Conclusion

In an era where businesses can't afford to take chances with critical applications, .NET continues to deliver unmatched stability, performance, and flexibility. Whether building a financial dashboard, healthcare portal, or enterprise ERP, .NET remains a future-proof choice. If you are aspiring to become a .NET professional, consider enrolling at Monopoly IT Solutions, a trusted name for quality training and career development in Microsoft technologies.

#best dotnet training in hyderabad #best dotnet training in kukatpally #best dotnet training in kphb #best .net full stack training

0 notes

monpetitrobot · 9 days ago

Link

#AIRegulation #Anthropic #cloudcomputing #enterpriseAI #Microsoft

0 notes

johncarterjn · 9 days ago

Text

Why Azure AI Services Are the Future of Intelligent Solutions

Introduction: Smart Technology Meets the Multimodal Paradigm Shift

In times of uncertainty and in this new digital-focused world that we have all been thrust into, organizations are relying on AI to help them do more with less, automate processes, and develop a competitive advantage. Whether it’s crafting stunning, personalized customer experiences or enabling predictive maintenance on advanced manufacturing machinery, AI is changing the game on what it takes for organizations to succeed in the marketplace. Azure AI Services, Microsoft’s end-to-end set of AI-powered tools and services that enable organizations to build smarter, more intelligent solutions faster and more safely.

Whether you’re a developer, data scientist or decision-maker, Azure AI and ML Services have everything you need to deliver intelligent applications even if you’re starting with zero AI expertise. In this blog, we’ll discuss why Azure AI Services are the future of intelligent solutions, how they operate, and why organizations are leveraging them across all industries.

Table of Contents

What Azure AI Services Are Like in Practice

Core Benefits of Using Azure AI Services

Key Features of Microsoft Azure AI and ML Services

Real-life Use Cases of Azure AI Services

Why Azure AI Services Stand Out from the Competition

How Newbies and Veterans Alike Can Leverage the Power of Azure AI Services

The importance of Azure AI and ML services in business expansion

Countering FAQs on AI Implementation

Security, Compliance and Scalability – An Ironclad Microsoft Promise

Azure AI and the Future of Intelligent Solutions

Conclusion

Take the Next Step with Azure Migration Services

What are Azure AI services Azure OpenAI Service.

Azure AI Services is a suite of APIs and cloud-based services from Microsoft designed to help organizations more easily create and integrate AI into their applications. Together, these services provide broad powerful capabilities like:

Natural Language Processing (NLP )

Computer Vision

Speech Recognition

Machine Learning (ML)

Chatbots and virtual agents

Basically, Azure AI Services take all that data — like text, photos, images — and teach computers to hear, speak, see, and understand our language.

Whether you’re developing a conversational experience to make your app more intelligent or training a model to better predict customer behavior, Azure AI and ML Services have what you need—out-of-the-box or tailored to your business.

Core Benefits of Using Azure AI Services

Azure AI Services aren’t just powerful, they’re purposefully democratized and designed to ensure AI is accessible to all. Here’s why these technologies are quickly rising in prominence among businesses both large and small:

✅User-friendly

You don’t have to be an AI expert. Azure’s delivery of accessible pre-trained models, drag-and-drop interfaces and low-code/no-code development platforms such as Azure ML are all facets of this democratization movement as well.

✅Easy on the Wallet

Pay only for what you use. It grows with you, from startup to enterprise

✅ Fast Deployment

Azure AI Services allow rapid development with tools like Azure Machine Learning Studio and pre-built APIs.

✅ Enterprise-Grade Security

With Microsoft’s trusted cloud infrastructure, you get built-in security and compliance with global standards.

✅Flawless Compatibility

Azure AI seamlessly integrates with current Microsoft products such as Office 365 and Dynamics 365, and third-party systems through REST APIs.

Important Features of Azure AI and ML Services

To better understand the full scope, here are some major components included under Azure AI and ML Services:

Rewarding those who engage with communities, listen to their needs, and truly consider all impacts, benefits, and costs Azure Machine Learning (Azure ML)

A collaborative, visual-based workbench that enables anyone to easily build, train, and deploy machine learning models at scale. It supports Python, R and no-code/low-code drag-and-drop interfaces.

🔹 Cognitive Services

These are ready-made APIs for vision, speech, language, and decision-making. Examples include:

Text Analytics

Face Recognition

Language Translation

Speech-to-Text

🔹 Azure OpenAI Service

Access to powerful models like GPT, enabling natural conversation, summarization, and creative content generation.

🔹 Bot Service

Build smart virtual agents that engage people in a natural conversation on your website, mobile app or messaging channels.

Production Use Cases of Azure AI Services

Let’s look at how industries are using Azure AI Services to solve real-world problems:

🏥 Healthcare

AI models for disease diagnosis

Virtual health assistants for patient support

🏦 Finance

Fraud detection using machine learning

Risk assessment and customer segmentation

🛒 Retail

Personalized product recommendations

Inventory and supply chain optimization

🏭 Manufacturing

Predictive maintenance using IoT and AI

Quality control using image recognition

📞 Customer Support

Chatbots powered by Azure Bot Services

Automated ticket classification and routing

Why Azure AI Services Stand Out from the Competition

While many platforms offer AI tools, Azure AI Services are leading the pack for several reasons:

Microsoft’s R&D Investment: Microsoft invests billions in AI research, ensuring tools stay cutting-edge.

Hybrid Support – in Person + Online Azure empowers on-premises, edge and multi-cloud deployments.

Easily analyze data in 60+ regions around the world, with data compliance tailored to each location.

Plus, Azure AI and ML Services deeply integrate with GitHub, Visual Studio, and DevOps tools, simplifying and accelerating development.

How Newbies and Old Pros Can Get the Most From Azure AI Services

One of the most impressive things about Azure AI Services is how user-friendly they are.

For Beginners:

Start with Azure Cognitive Services like Text Analytics or Face API

Use Azure ML Studio's visual interface to drag and drop elements

Access learning modules and templates on Microsoft Learn

For Experts:

Customize deep learning models using TensorFlow or PyTorch

Use ML pipelines and notebooks for experimentation

Automate model monitoring, scaling, and version control

The Role of Azure AI and ML Services in Business Growth

AI isn't just about automation—it's about transformation.Businesses using Azure AI and ML Services report:

Increased customer satisfaction

Lower operational costs

Faster decision-making

Increased precision and mitigation of human error

By sparing staff from repetitive tasks and simplifying data collection, Azure gives departments the ability to create smarter strategies that drive long-term sustainability and growth.

Responding to Myths Associated with Increased AI Adoption

Here are some misconceptions keeping companies from adopting Azure AI Services—let’s debunk them together!

Here are a few myths we’ve heard and the realities that contradict those myths.

Myth 1—AI is only within reach of established enterprises Reality—Microsoft’s flexible pricing, seamless integration, and scalable tools make AI possible for startups, too.

Myth 2: AI takes over human jobs

AI addresses the skills gap by augmenting human skills and expertise so employees can spend their time on higher-value work.

Security, Compliance, and Scalability – A Microsoft Promise

Whether your agency works with privileged, regulated, customer/consumer data or not, security by design is important. Azure AI Services are powered by Microsoft’s trusted cloud infrastructure, providing:

Campaign 3: End-to-end encryption

Role-based access control (RBAC)

Compliance with more than 90 industry-leading certifications (across GDPR, HIPAA and ISO for example)

Azure optimizes performance by automatically scaling resources to accommodate peak usage times.

Looking to score big with your sustainability picture this year?

The Future of Intelligent Solutions powered by Azure AI

The future of business is intelligent, and Azure AI Services are shaping this reality.

In the coming years, we can expect:

Greater personalization in digital experiences

Smarter automation in operations and services

Deeper insights from big data through advanced analytics

Seamless human-machine collaboration

With AI technology progressing at a historically unique pace, the companies that learn to best leverage the use of these tools today will have a world-altering edge over their rivals.

Takeaway Conclusion Looking toward the future

Azure AI Services are certainly not a fleeting fad. As the largest tech funders in the country, they are at the vanguard of the change to smart, 21st century enterprises. In practice, it isn’t totally what they can do, but how easy they are to use, scale, and magic they’re bringing to the table that makes them perfectly fit for every type and size of business and industry. Combined with all the new capabilities available through Azure AI and ML Services, organizations can continuously innovate at a greater speed, provide more personalized, intelligent customer experiences, and achieve more efficient growth.

Whether you’re just getting started with AI or you’re deep into designing intelligent solutions, now is the perfect time to start building with Azure.

Want to go beyond the basics and get more advanced with your own communications practice? Register for the Next Step—Azure Migration Services

Want to learn how to get the most out of what AI has to offer? Move your infrastructure to Azure with assistance from proven, industry-leading Azure migration services. It’s only the beginning though – get ready to learn how you can architect smart, smart, optimized, and future-ready

0 notes

cybersecurityict · 9 days ago

Text

Application Transformation Market: Can Enterprises Fully Modernize by 2032

The Application Transformation Market was valued at USD 11.56 billion in 2023 and is expected to reach USD 42.40 billion by 2032, growing at a CAGR of 15.58% from 2024-2032.

Application Transformation Market is witnessing rapid evolution as enterprises modernize legacy systems to adapt to digital-first strategies. With the growing need for agility, scalability, and cloud-native architectures, companies across industries are reengineering core applications to align with today’s dynamic business environments.

U.S. enterprises are leading the charge in adopting advanced transformation frameworks to unlock operational efficiency and competitive advantage.

Application Transformation Market continues to expand as organizations prioritize innovation and resilience. Modernization initiatives are being accelerated by cloud migration, DevOps adoption, and increased pressure to reduce technical debt and improve time-to-market.

Get Sample Copy of This Report: https://www.snsinsider.com/sample-request/6639

Market Keyplayers:

Accenture (myNav, CloudWorks)

Atos SE (Atos CloudCatalyst, Atos Codex)

BELL-INTEGRATION.COM (Cloud Migration Services, Workload Transformation)

Capgemini (Perform AI, Cloud Platform Engineering)

Cognizant (Cloud360, Modern Application Services)

Fujitsu (Modernization Assessment, RunMyProcess)

HCL Technologies Limited (Cloud Native Lab, Application 360)

International Business Machines Corporation (Cloud Pak for Applications, IBM Mono2Micro)

Infosys Limited (Infosys Cobalt, Live Enterprise Application Development Platform)

Microsoft (Azure Migrate, Visual Studio App Center)

Open Text (OpenText Cloud Editions, AppWorks)

Oracle (Oracle Cloud Infrastructure, Oracle Application Express)

Trianz (CloudEndure, Concierto.Cloud)

Tech Mahindra (MoboApps, Application Lifecycle Management)

Pivotal Software (Pivotal Cloud Foundry, Spring Boot)

TCS (MasterCraft TransformPlus, Jile)

Asysco (AMT Framework, AMT Go)

Unisys (CloudForte, Unisys Stealth)

Hexaware (Amaze, Mobiquity)

Micro Focus (Enterprise Analyzer, Enterprise Server)

Market Analysis

The Application Transformation Market is being driven by the convergence of cloud computing, AI, and containerization technologies. Businesses in the U.S. and Europe are under mounting pressure to streamline legacy infrastructure to enhance productivity and customer engagement. As digital transformation becomes central to business continuity, enterprises are investing in scalable, secure, and automated transformation services.

Companies are increasingly moving away from monolithic applications toward microservices-based architectures. This transition allows for rapid development, lower maintenance costs, and seamless integration with modern tech stacks. Regulatory compliance, data sovereignty, and the need to deliver faster services are also contributing to the market’s momentum.

Market Trends

Shift toward cloud-native and serverless computing environments

Adoption of DevOps and CI/CD for streamlined deployment

Rise in demand for container orchestration tools like Kubernetes

Integration of AI/ML to enhance application efficiency and analytics

Increased focus on legacy system replatforming and refactoring

Use of low-code/no-code platforms for faster modernization

Growing reliance on third-party managed service providers

Market Scope

The scope of the Application Transformation Market spans industries from healthcare to finance, where mission-critical systems are being reengineered to meet digital demands. Businesses now view transformation not just as a technology upgrade but a strategic imperative.

Legacy application modernization to reduce technical debt

Enterprise cloud migration and hybrid deployment strategies

API enablement for improved integration across platforms

Enhanced security and compliance through modernization

Seamless user experience via responsive and modular designs

Scalable infrastructures designed for future-ready operations

Forecast Outlook

The Application Transformation Market is positioned for sustained growth as digital-first operations become a top priority for global businesses. With advancements in cloud ecosystems, automation frameworks, and development methodologies, the transformation journey is becoming more agile and efficient. U.S. and European markets will remain key innovation hubs, driven by enterprise cloud adoption, skilled IT ecosystems, and regulatory frameworks that promote modernization. Organizations that embrace early transformation strategies will gain a long-term edge in operational efficiency, cost savings, and customer satisfaction.

Access Complete Report: https://www.snsinsider.com/reports/application-transformation-market-6639

Conclusion

The Application Transformation Market is reshaping the digital landscape by converting outdated systems into smart, scalable platforms that support long-term innovation. Enterprises aiming for future readiness are leveraging this transformation to stay ahead in a competitive and rapidly changing environment. Whether in New York or Frankfurt, modernized applications are becoming the backbone of resilient and responsive businesses—making transformation not a trend, but a business necessity.

About Us:

SNS Insider is one of the leading market research and consulting agencies that dominates the market research industry globally. Our company's aim is to give clients the knowledge they require in order to function in changing circumstances. In order to give you current, accurate market data, consumer insights, and opinions so that you can make decisions with confidence, we employ a variety of techniques, including surveys, video talks, and focus groups around the world.

Related Reports:

U.S.A accelerates smart mobility growth with cutting-edge Intelligent Transportation System innovations

U.S.A drives innovation as Field Service Management Market sees accelerated digital adoption

Jagney Dave - Vice President of Client Engagement

Phone: +1-315 636 4242 (US) | +44- 20 3290 5010 (UK)

Mail us: [email protected]

#Application Transformation Market #Application Transformation Market Growth

0 notes

navitsap · 19 days ago

Text

SAP BTP: Driving Digital Transformation

SAP Business Technology Platform (SAP BTP) is a cloud-based, integrated solution that accelerates enterprise digital transformation. By combining data management, analytics, artificial intelligence (AI), application development, automation, and integration, SAP BTP enables businesses to harness data, optimize operations, and innovate across SAP and non-SAP systems. Serving over 27,000 customers and 2,800 partners as of October 2024, SAP BTP is a cornerstone for building intelligent, sustainable enterprises.

SAP BTP Core Pillars

SAP BTP is built on four key pillars:

Database and Data Management: Powered by SAP HANA, tools like SAP Data Intelligence and SAP Master Data Governance enable real-time data processing and governance, creating a unified data landscape for actionable insights from diverse sources.

Analytics and Business Intelligence: SAP Analytics Cloud delivers real-time insights, predictive analytics, and intuitive dashboards, empowering data-driven decisions and strategic planning across business functions.

Application Development and Integration: SAP BTP supports custom app creation with low-code/no-code tools like SAP Build and pro-code options in Java, Python, and ABAP. The SAP Integration Suite connects SAP and third-party systems, streamlining workflows with prebuilt integrations.

Intelligent Technologies: Leveraging AI, machine learning, IoT, and robotic process automation (RPA), SAP BTP automates complex processes. Joule Studio enables secure, scalable AI agents tailored to specific business needs.

SAP BTP Key Benefits

SAP BTP simplifies data migration, automates processes, and accelerates decision-making, offering up to a 514% ROI over three years. It reduces silos by integrating SAP and non-SAP systems, enhancing business agility. Companies like Mahindra have automated over 250 processes, while Harrods and CONA Services improved system connectivity and onboarding efficiency using SAP Integration Suite. The City of Hamburg utilized SAP BTP’s generative AI to streamline document handling, demonstrating its ability to deliver scalable, intelligent solutions.

SAP BTP Real-World Impact

SAP BTP’s flexibility supports diverse industries. Volkswagen México optimized data processes with SAP Analytics Cloud, while Pif Paf Alimentos built agile mobile apps using SAP Build’s low-code tools. Its multi-cloud architecture, compatible with Azure, AWS, Google Cloud, and Alibaba Cloud, ensures scalability and compliance, making it adaptable to enterprise needs.

Conclusion

SAP BTP transforms data into business value, enabling innovation, automation, and integration. By combining advanced analytics, AI, and low-code development, it empowers organizations to build intelligent applications, optimize processes, and achieve sustainable growth in a dynamic digital landscape. SAP BTP is the foundation for enterprises aiming to stay competitive and future-ready.

#SAP BTP #SAP Business Technology Platform (SAP BTP)

0 notes

fianajhonshan · 19 days ago

Text

The Future of Artificial Intelligence with Microsoft Azure AI Services

Introduction: The Rise of AI and Microsoft's Role in It

AI is a technology that impacts nearly every facet of our daily lives and alters the way we perform our jobs. AI pervades our lives by optimizing voice assistants, chatbots, smart recommendations, and automating business processes. The challenge is that not everyone knows how to execute AI or gain value from it in the real world.

This is where Azure AI Services by Microsoft come in. Azure provides tools and platforms that enable organizations that lack the deep technical knowledge required to understand AI. It has never been easier to develop intelligent applications for businesses, startups, and developers alike.

In this blog, we will explore the future of artificial intelligence through the lens of Microsoft's Azure AI and ML Services. We will break down technical concepts that require deeper understanding while showcasing how Azure is helping industries innovate with AI.

What Are Azure AI Services?

Azure AI Services is a collection of tools and Microsoft cloud services designed for businesses to apply intelligence to applications. These services include:

Machine Learning

Cognitive Services

Speech and Vision APIs

Language Understanding

Conversational AI (bots)

With these products, users can create applications that understand the language, recognize images, respond to voice commands, and make smart decisions based on data.

Key Benefit:

You do not need to be an AI expert because Azure has pre-trained models and drag-and-drop tools so you can get started even if you are a novice.

Why Azure AI Is Leading the Future

Microsoft Azure stands out in the AI space for several reasons:

1. User-Friendly AI Tools

Azure streamlines and simplifies AI workflow, allowing software developers to conceive and train AI algorithms via visual constructs and automated workflows through services like Azure Machine Learning Studio. Ultimately, this effort is intended to eliminate the numbers of times an individual may have to write code in order to train a model, especially new beginners who have never trained a model before.

2. Scalable Infrastructure

Azure's infrastructure is scalable for businesses of any size, allowing every kind of business, regardless of whether it's a local startup or a multi-national corporation, to leverage the best of what is available in AI.

3. Built-in Security and Compliance

There is perhaps no organization as focused on security than Microsoft, and, they offer some of the most exacting compliance regulations on their services in Azure. Azure AI Services is compliant with regulatory requirements for GDPR, HIPAA, and ISO, making it easy for organizations in regulated industries including healthcare, financial services and education to access AI services in a trustworthy, compliant environment.

4. Integration with Microsoft Ecosystem

If your company is already using any other Microsoft product, like Power BI, Office 365, or Dynamics 365, Azure works fluently with those other products. That’s one of the reasons why using workflows is so easy to also add AI capabilities directly into the workflow tools used regularly.

Revised good intro to list Azure Machine Learning (Azure ML)

Azure Machine Learning is your friendly, enterprise-grade machine learning service.

Core Components of Azure AI and ML Services

Azure AI is not a single product but a family of services. Let’s break down the core components in simple terms:

1. Azure Machine Learning (Azure ML)

Create and deploy machine learning models faster and using best practices with Azure Machine Learning. You can:

Use pre-built templates

Train models using your data

Deploy models to apps or websites

It's perfect for predictive tasks like sales forecasting or customer behavior analysis.

📸 Image Caption Idea: “Train and test AI models in a simple interface using Azure ML Studio.”

2. Azure Cognitive Services

This is a set of APIs that help your applications:

See (Computer Vision)

Hear (Speech Recognition)

Understand (Natural Language Processing )

Talk (Speech Synthesis)

With just a few lines of code, you can build a chatbot, scan documents, or add facial recognition to apps.

📸 Image Caption Idea: “How Azure Cognitive Services process human emotions and language.”

3. Azure Bot Services

Azure makes it easy to build intelligent bots for websites, messaging platforms, or customer service.

Features include:

Natural conversation flow

Integration with Teams, Skype, Facebook Messenger

Speech and text support

It’s like giving your business a 24/7 digital assistant.

📸 Image Caption Idea: “Smart Azure bots assist customers in real time.”

Real-World Applications of Azure AI Services

Let’s explore how various industries are using Azure AI and ML Services:

1. Healthcare

Hospitals use Azure AI to:

Predict patient diagnoses

Automate medical imaging analysis

Monitor patient vitals remotely

Azure ensures data privacy through its robust security features.

2. Retail

Retailers use AI for:

Personalized shopping experiences

Inventory management

Automated customer service with bots

This increase in customer satisfaction and a reduction in operational costs.

3. Banking and Finance

Azure AI helps banks:

Detect fraud in real time

Automate document processing

Provide smart financial recommendations

Thanks to Azure’s compliance capabilities, banks can trust the platform.

4. Manufacturing

Manufacturers use Azure AI for:

Predictive maintenance

Quality control using computer vision

Supply chain optimization

These AI-driven changes save both time and money.

How Azure Makes AI Easy for Everyone

Azure stands out by making AI easy to use for non-technical users. Here's how:

✅ Drag-and-Drop Tools

Use simple interfaces to build models without coding.

✅ AutoML (Automated Machine Learning)

Azure helps you by automatically selecting the right algorithm for your data, which saves you time.

✅ Detailed Documentation

Azure’s learning paths, tutorials, and case studies help users at every level.

✅ Cost Effective

Azure AI Services allow a range of pricing to enable small business's to play with AI.

The Future of AI with Azure: What You Can Expect

🔍 1. More Pre-Built AI Models

Microsoft is continuously adding new AI templates for common tasks, reducing development time.

🌐 2. Better Multi-Language Support

Azure is expanding its natural language models to support more languages, helping global businesses.

☁️ 3. Enhanced Integration with Edge Devices

With Azure AI at the edge - cameras, sensors and wearables can analyze data locally allowing faster response times and less reliance on the cloud.

🤖 4. AI Governance Tools

Microsoft is introducing features to ensure AI models are are fair, unbiased, and explainable. This will be important as governments introduce new regulations on AI.

Challenges Azure Is Solving in AI Adoption

Many organizations hesitate to adopt AI due to challenges like:

Lack of expertise

High costs

Concerns about privacy

Integration with existing systems

Azure AI Services address all these:

Beginner tools and tutorials remove the skill gap.

Pay-as-you-go pricing reduces financial risk.

Secure data handling builds trust.

Ready-to-use connectors make integration seamless.

Case Study: Real Businesses Using Azure AI

🏥 Apollo Hospitals

Employs Azure Cognitive Services to assess patient scans and shorten diagnosis times so they can spend more time with patient care.

🛒 Walmart

Employs Azure Machine Learning for demand forecasting which reduces waste and ensures better product availability

🏦 HSBC

Employs Azure AI to monitor transactional activity to detect fraud on-the-spot and improve customer safety.

These two examples demonstrate that Azure is more than an IT tool; it is a business enabler.

Getting Started with Azure AI Services

Here’s a simple path to start using Azure AI:

Step 1: Create an Azure Account

You can start for free and explore limited services with a free credit.

Step 2: Use Azure AI Studio

Try pre-built demos and drag-and-drop model training.

Step 3: Choose Your Service

Decide whether you need language understanding, speech recognition, or ML models.

Step 4: Deploy Your Solution

With a few clicks, your model can go live and be part of a website or app.

No matter your level, Azure has a solution ready for you.

Conclusion: Embrace the Future with Azure AI Services

Artificial intelligence is not just for big tech anymore. Microsoft has made AI simple, secure, and scalable for all users with the Azure AI Services big announcement - from students and startups to big enterprises.

You can predict trends, automate tasks or even create intelligent apps - the possibilities are virtually endless with any of the AI and ML Services under Azure AI.

The future of AI is powered by Azure and it's already here.

📢 Call to Action

Ready to bring intelligence to your business? Explore Azure AI Services today and discover how Microsoft is making AI easy, ethical, and effective for everyone. know More:-https://www.bloomcs.com/contact-us/

#Azure #ai model

1 note · View note

rajaganapathi114 · 20 days ago

Text

What is Microsoft Azure, its significance and Benefits?

What is Microsoft Azure?

Microsoft Azure is recognized as one of the leading public cloud computing platforms globally. It encompasses over 200 cloud services and products that can help organizations with networking, data analysis, storage solutions, virtual computing, and additional functions.

This cloud platform offers its services to various industries and allows businesses to develop, deploy, and manage applications tailored to the specific challenges they face within their sectors. A significant benefit of Microsoft Azure Online Course is that it provides the widest range of compliance coverage in the industry. Furthermore, it provides developers with unmatched efficiency and outstanding security features.

What is the significance of Microsoft Azure?

Since October 2008, Microsoft Azure has participated in the cloud computing market, offering its services in approximately 140 nations. Businesses have access to cloud solutions, including infrastructure as a service, software as a service, and platform as a service. An alternative option they have is serverless computing, which allows them to upload their code while Microsoft Azure manages all backend processes.

Most companies around the globe select Azure due to its unique set of benefits. Consequently, obtaining a Microsoft Azure certification is crucial for individuals aspiring to build a rewarding career in the field of cloud computing.

Benefits of Microsoft Azure:

Microsoft Azure is a leading worldwide cloud computing platform due to the following benefits:

Choices for Immediate Scalability

One of the most significant advantages of Microsoft Azure is its ability to scale on demand. Based on their needs, the platform allows businesses to adjust their resources by increasing or decreasing them. This is due to the fact that a company's data and applications are consolidated, minimizing the chances of a server capacity shortfall.

Consequently, Azure is highly beneficial for businesses that experience varying levels of traffic throughout the year.

Extensive Abilities for Product Integration

Another significant advantage is that Microsoft Azure connects with a wide variety of products. Among them are Software as a Service (SaaS), Platform as a Service (PaaS), Infrastructure as a Service (IaaS), Active Directory, Visual Studio, and various other applications. Customers can utilize Azure to integrate their Enterprise Resource Planning (ERP) and Customer Relationship Management (CRM) systems, thereby enhancing their business activities.

Additionally, several third-party applications can be connected with Microsoft Azure Online. Based on their specific needs, businesses can therefore link to any such program.

Hybrid Environments

Not all companies are currently able to transfer all of their operations to a cloud computing platform. Does this suggest, however, that they are not able to benefit from the numerous advantages that cloud solutions offer?

The response is "No. " These companies can gain advantages from the hybrid cloud solutions provided by Microsoft Azure. This indicates that, according to their needs, companies can select either on-premises or cloud infrastructure and transfer data between the two effortlessly.

Uses of Big Data

Most companies currently use Apache Hadoop to handle large quantities of data. Therefore, Microsoft Azure provides businesses the ability to utilize this application on its platform as a cloud-based solution through Azure HDInsight.

Furthermore, organizations can effortlessly create visuals at any time due to the incorporation of data visualization tools such as Excel and PowerBI. Here, obtaining certification as a cloud engineer can assist you in progressing towards becoming a skilled multi-cloud engineer.

Automating Processes and Planning Tasks

The capability of automation is an additional aspect of the Microsoft Azure platform. Consequently, businesses can efficiently organize regular tasks, leading to savings in both time and money. These may include establishing triggers, adjusting resources, obtaining data, and additional tasks.

Furthermore, clients have the option to integrate AI models and services into their projects. Some options include Azure Cognitive Services, Azure Data Bricks, and Azure Machine Learning.

Safety and Preservation

Currently, storage is a significant issue for companies that handle large volumes of data daily. They can also be obtained in different formats from various providers. Consequently, a company's storage solutions must be innovative enough to address these types of challenges. Moreover, adequate measures must be established to safeguard this information from cyberattacks and security breaches.

Data Restoration and Backup

Advanced security features are essential; however, suitable data backup and recovery methods are equally important. Learn Azure Course in a well Reputed Software Training Institute. As a result, Microsoft Azure allows companies to store their data backups in multiple Azure data centers or different geographical areas.

Companies are permitted to maintain as many as six duplicates of their data on Azure. By reducing the chances of losing data, this assists businesses in enhancing their data availability to 99. 9%.

Cost-effective

Microsoft's Azure is a service that operates on a pay-as-you-go basis. Consequently, there are no expensive subscriptions, allowing businesses to adjust their resources according to their requirements.

Conclusion

The many benefits of Azure indicate that its use as a cloud computing platform will continue to expand steadily in the future. As a result, there will be a demand for Azure experts, creating lucrative job opportunities for individuals who hold degrees in computer science and information technology.

#Microsoft Azure #Microsoft Azure Online #Learnovita

0 notes