#machine learning frameworks

[justposting1]

Top AI Tools to Start Your Training in 2024

Empower Your AI Journey with Beginner-Friendly Platforms Like TensorFlow, PyTorch, and Google Colab The rapid advancements in artificial intelligence (AI) have transformed the way we work, live, and learn. For aspiring AI enthusiasts, diving into this exciting field requires a combination of theoretical understanding and hands-on experience. Fortunately, the right tools can make the learning…

[mitsde123]

Top Machine Learning Frameworks to Watch in 2024: TensorFlow, PyTorch, and Beyond

As machine learning continues to revolutionize industries, choosing the right framework is crucial for building robust, scalable, and efficient models. In 2024, several machine learning frameworks are leading the pack, each with unique features and capabilities that cater to different needs. This blog explores the top frameworks, including TensorFlow, PyTorch, and others, and how they compare to one another. Additionally, we’ll discuss how the MIT School of Distance Education (MITSDE) can help you master these frameworks through their comprehensive courses.

[materialsscienceandengineering]

Machine learning uncovers hidden heat transport mechanisms in organic semiconductors

Complex materials such as organic semiconductors or the microporous metal-organic frameworks known as MOFs are already being used for numerous applications such as OLED displays, solar cells, gas storage and water extraction. Nevertheless, they still harbor a few secrets. One of these has so far been a detailed understanding of how they transport thermal energy. Egbert Zojer's research team at the Institute of Solid State Physics at Graz University of Technology (TU Graz), in collaboration with colleagues from TU Vienna and the University of Cambridge, has now cracked this secret using the example of organic semiconductors, opening up new perspectives for the development of innovative materials with customized thermal properties. The team has published its findings in npj Computational Materials.

Read more.

[dullahandyke]

Who is Bláthnaid youve been Bláthnaid posting recently who is she?

Girl (gender-neutral) in my noggin <3

[thatfaerieprincess]

if one more well meaning relative asks me if i have done any drawing recently i will start screaming and flip a table 🤪🙃

[borealing]

"learn to code" as advice is such bullshit. i have learned and used four and a half different coding languages through my career (html/css, java, python+sql, c++) and when i say used i mean I've built things in every one but the things that i actually used these languages for??? these earn zero money (with the caveat of until you have seniority in, e.g. front end web dev) what people really mean when they say learn coding is "learn to code. go into investment banking or finance startups." coding does not inherently have money in it. my absolute favourite part of coding? my peak enjoyment? was when i was developing for a visual coding language (you put it together like a flowchart, so say youre using a temperature sensor and you want it to log the temperature once every four hours, you can put the blocks together to make it do that. i was writing the code behind the blocks for new sensors) and i was earning £24k a year and that wasn't even part of my main role. it was an extra voluntary thing i was doing (i was working as a research assistant in biosensors - sort of - at a university, and was developing the visual code for students who didnt want to learn c++) like. i want people to learn to code, i want people to know how their electrical equipment works and how coding works, but dont believe the myth that there is inherently money in coding. the valuable things, the things people are passionate about are still vulnerable to the passion tax (if you want to do it you dont have to be paid for it). skills arent where the money is, money is where the money is.

[freddynossa]

Plataformas de Aprendizaje Automático: Las Herramientas que Impulsan la Revolución de la IA

  El aprendizaje automático (Machine Learning) se ha convertido en uno de los campos más dinámicos y transformadores de la tecnología moderna. Detrás de cada avance en inteligencia artificial, desde el reconocimiento facial hasta los vehículos autónomos, se encuentran potentes plataformas de software que permiten a desarrolladores e investigadores crear, entrenar y desplegar modelos de IA cada…

[techstuff19]

PyTorch vs TensorFlow: Which One Should You Choose?

Discover the key differences between PyTorch and TensorFlow, two of the most popular deep learning frameworks. This comparison explores performance, ease of use, scalability, and industry adoption to help developers and businesses decide which tool best suits their AI and machine learning projects.

[sharon-ai]

Empowering Industries with AI and HPC Innovations

Businesses today are transforming their operations with cutting-edge technologies like Artificial Intelligence Tools and AI Frameworks. These innovations enable efficient data processing and smarter decision-making by harnessing the power of machine learning. With High-Performance Computing (HPC) support, companies can analyze vast datasets rapidly, train advanced AI models in real-time, and gain valuable insights.

These solutions streamline processes and drive operational excellence across industries such as healthcare, finance, and manufacturing. Artificial Intelligence Tools automate routine tasks, while AI Frameworks provide the structure needed to develop robust applications. Meanwhile, High-Performance Computing (HPC) delivers the computational strength required to support these advanced systems.

Embracing these technologies not only boosts productivity but also positions businesses at the forefront of digital innovation. Discover more about how these solutions are revolutionizing industries by visiting

[2ribu]

Peran Alat Pembelajaran Mesin dalam Meningkatkan Kemampuan AI di 2025

Pembelajaran mesin (machine learning) adalah cabang dari kecerdasan buatan (AI) yang memungkinkan sistem untuk belajar dan meningkatkan performa mereka tanpa pemrograman eksplisit. Dalam beberapa tahun terakhir, perkembangan pembelajaran mesin telah menjadi pendorong utama kemajuan AI. Pada tahun 2025, peran alat pembelajaran mesin semakin signifikan dalam meningkatkan kemampuan AI, baik dalam…

[materialsscienceandengineering]

Scientist advance simulation of metal-organic frameworks with machine learning

Hydrogen storage, heat conduction, gas storage, CO2 and water sequestration—metal-organic frameworks (MOFs) have extraordinary properties due to their unique structure in the form of microporous crystals, which have a very large surface area despite their small size. This makes them extremely interesting for research and practical applications. However, MOFs are very complex systems that have so far required a great deal of time and computing power to simulate accurately. A team led by Egbert Zojer from the Institute of Solid State Physics at Graz University of Technology (TU Graz) has now significantly improved these simulations using machine learning, which greatly accelerates the development and application of novel MOFs. The researchers have published their method in npj Computational Materials.

Read more.

[engenhariadesoftware]

Explorando o TensorFlow: O Framework que Revolucionou o Machine Learning

Introdução ao TensorFlow O avanço da inteligência artificial (IA) e do aprendizado de máquina (Machine Learning) revolucionou diversas indústrias, como saúde, finanças, transporte e entretenimento. Nesse cenário, o TensorFlow, um framework de código aberto desenvolvido pelo Google, emerge como uma das ferramentas mais poderosas e amplamente utilizadas por desenvolvedores e pesquisadores para…

[otiskeene]

Top 5 Cloud Compliance Software Of 2024

The 2023 film Dumb Money dramatizes the GameStop short squeeze, where retail traders challenged Wall Street. While the movie highlights the unpredictability of the stock market, it underscores a key takeaway for businesses: the importance of compliance. Today, with many organizations operating in cloud environments, it is critical to leverage Cloud Compliance Software to ensure adherence to regulatory standards.

Below, we explore the Top 5 Cloud Compliance Software of 2024, each designed to help organizations maintain compliance, manage risks, and protect data in the cloud:

Vanta – Established in 2018, Vanta automates compliance tasks for standards like SOC 2, ISO 27001, and HIPAA. Vanta’s machine learning capabilities streamline the compliance process, offering continuous monitoring and security insights.

AuditBoard – Founded in 2014, AuditBoard is a leading platform for audit, risk, and compliance management. It automates workflows, integrates risk-based auditing, and provides real-time visibility into compliance efforts across an organization.

Trend Cloud One – From the cybersecurity giant Trend Micro, Trend Cloud One delivers cloud security and compliance monitoring across multi-cloud environments. It ensures businesses are protected from vulnerabilities and security misconfigurations.

Scrut Automation – Launched in 2021, Scrut Automation offers end-to-end compliance automation, reducing manual effort for businesses. It supports various compliance frameworks and leverages AI to maintain continuous compliance.

Wiz – As a cloud-native security platform, Wiz provides real-time risk prioritization and cloud vulnerability detection, helping businesses secure their cloud workloads while ensuring regulatory compliance.

Selecting the most appropriate Cloud Compliance Software is essential for maintaining regulatory compliance and mitigating potential risks. Evaluate your business needs carefully and choose the solution that best aligns with your compliance goals for 2024.

[thememakker]

Mplify - Versatile Bootstrap 4 Admin Template by Thememakker

Mplify Admin makes the development process easy and fast for you and aims to help you implement your idea in real time.

Product Highlights

Mplify is a fully professional, responsive, modern, multi-purpose, and feature-rich admin template. It can be used to create various websites, admin templates, admin dashboards, backend websites, CMS, CRM, blogs, business websites, timelines, and portfolios. This versatility makes it an ideal choice for developers looking to build functional and aesthetically pleasing web applications efficiently.

Key Features

Bootstrap 4.3.1: Ensures compatibility and modern design standards.

jQuery 3.3.1: Offers extensive plugins and support.

Built-in SCSS: Provides more flexibility and control over styles.

Light & Dark Full Support: Allows users to switch between light and dark themes.

RTL Full Support: Right-to-left language support for global accessibility.

W3C Validate Code: Ensures high coding standards and practices.

Mobile and Tablet Friendly: Responsive design for all devices.

Treeview: For hierarchical data display.

Drag & Drop Upload: Simplifies file uploading processes.

Image Cropping: Integrated tools for editing images.

Summernote: Rich text editor integration.

Markdown: Support for markdown formatting.

Beautiful Inbox Interface: User-friendly email management.

User-Friendly Chat App: Built-in chat application.

Scrum & Kanban Taskboard: Task management tools.

Add Events to Your Calendar: Event management capabilities.

File Manager: Efficient file organization and management.

Blogging: Tools to manage and create blog posts.

Testimonials: Features to showcase user testimonials.

Maintenance: Tools to manage and schedule maintenance.

Team Board: Collaboration tools for team management.

Search Result: Enhanced search functionalities.

Beautiful Pricing: Elegant pricing tables and plans.

Contact List & Grid: Efficient contact management.

User Profile: Customizable user profiles.

Extended Forms: Advanced form functionalities.

Clean Widgets: A variety of clean, modern widgets.

Technical Specifications

Bootstrap 4.3.1

Bootstrap 4.3.1 is a powerful front-end framework for faster and easier web development. It includes HTML and CSS-based design templates for typography, forms, buttons, tables, navigation, modals, image carousels, and many other interface components, as well as optional JavaScript plugins. Mplify leverages Bootstrap 4.3.1 to ensure a consistent and responsive design across all devices.

jQuery 3.3.1

jQuery is a fast, small, and feature-rich JavaScript library. It makes things like HTML document traversal and manipulation, event handling, and animation much simpler with an easy-to-use custom API integration that works across a multitude of browsers. Mplify includes jQuery 3.3.1 to provide enhanced functionality and interactivity to your applications.

Built-in SCSS

SCSS is a preprocessor scripting language that is interpreted or compiled into CSS. It allows you to use variables, nested rules, mixins, inline imports, and more, all with a fully CSS-compatible syntax. With SCSS, Mplify offers a more powerful and flexible way to manage styles.

Light & Dark Full Support

Mplify comes with built-in support for light and dark themes, allowing users to switch between these modes based on their preferences. This feature enhances user experience and accessibility, especially in different lighting conditions.

RTL Full Support

For developers targeting global audiences, Mplify provides full right-to-left (RTL) language support. This feature ensures that languages like Arabic, Hebrew, and Persian are properly displayed, making the template versatile and inclusive.

W3C Validate Code

The World Wide Web Consortium (W3C) sets the standards for web development. Mplify adheres to W3C's coding standards, ensuring that the template is built with clean, valid code, which improves browser compatibility, SEO, and overall performance.

Mobile and Tablet Friendly

In today's mobile-first world, having a responsive design is crucial. Mplify is designed to be fully responsive, ensuring that your mobile application looks great and functions seamlessly on all devices, including desktops, tablets, and smartphones.

Applications

Mplify’s versatile design and feature set make it suitable for a wide range of applications across various industries. Here are some key applications:

Admin Dashboards

Mplify provides a robust framework for building admin dashboards. With its extensive set of UI components, charts, forms, and tables, you can create comprehensive dashboards that provide valuable insights and data visualization.

CMS (Content Management Systems)

With features like blogging, file management, and user profile management, Mplify can be used to build powerful CMS platforms. Its clean widgets and beautiful interface ensure that the content management experience is both efficient and enjoyable.

CRM (Customer Relationship Management)

Mplify’s built-in tools for managing contacts, scheduling events, and maintaining communication through a chat app make it an excellent choice for developing CRM systems. These features help businesses manage customer interactions and data effectively.

Business Websites

The multi-purpose nature of Mplify allows it to be used for various business websites. Whether you need a portfolio, a blog, or a corporate website, Mplify provides the necessary tools and components to create a professional online presence.

Blogging Platforms

With integrated tools like Summernote for rich text editing and Markdown support, Mplify is ideal for creating blogging platforms. The beautiful inbox interface and testimonial features enhance the blogging experience, making it easy to manage and publish content.

Benefits

Easy and Fast Development

Mplify is designed to streamline the development process. With its pre-built components and templates, you can quickly assemble functional and aesthetically pleasing applications. This reduces development time and costs, allowing you to focus on implementing your ideas in real time.

Professional and Modern Design

Mplify offers a clean, modern design that is both professional and user-friendly. The template includes a variety of customizable widgets and components that adhere to the latest design standards, ensuring your application looks polished and up-to-date.

Comprehensive Feature Set

From task management tools like Scrum and Kanban boards to extensive form functionalities, Mplify provides a wide range of features that cater to various needs. This comprehensive feature set makes it a versatile solution for different types of projects.

Responsive and Mobile-Friendly

With Mplify, you can ensure that your application is accessible on all devices. Its responsive design adapts to different screen sizes, providing a seamless user experience on desktops, tablets, and smartphones.

Global Accessibility

Mplify’s RTL support and multi-language capabilities make it suitable for global applications. This feature ensures that your application can cater to users from different regions, enhancing its reach and usability.

Regular Updates and Support

When you purchase a license for Mplify, you receive all future updates for free. This ensures that your application remains up-to-date with the latest features and improvements. Additionally, Mplify provides excellent customer support to assist with any issues or queries.

Challenges and Limitations

Learning Curve

While Mplify is designed to be user-friendly, there may be a learning curve for beginners who are not familiar with Bootstrap or jQuery. However, comprehensive documentation and community support can help mitigate this challenge.

Customization

Although Mplify offers a wide range of customization options, extensive customization may require advanced knowledge of SCSS and JavaScript. This could be a limitation for developers who are not well-versed in these technologies.

Performance

As with any feature-rich template, there is a potential for performance issues if too many components and plugins are used simultaneously. It is important to optimize the application and selectively use features to maintain optimal performance.

Latest Innovations

Enhanced UI Components

Mplify continues to evolve with regular updates that introduce new and improved UI components. These enhancements ensure that your application remains modern and functional.

Advanced-Data Visualization

Recent updates have focused on improving data visualization capabilities. With enhanced charting tools and interactive elements, Mplify allows for more dynamic and engaging data presentation.

Integration with New Technologies

Mplify is continuously updated to integrate with the latest web technologies. This ensures compatibility with new frameworks and libraries, providing developers with more tools to build advanced applications.

Future Prospects

AI and Machine Learning Integration

The future of Mplify may include integration with AI and machine learning tools. This would enable developers to build more intelligent and automated applications, enhancing user experience and functionality.

Expanded Plugin Support

As the web development landscape evolves, Mplify is likely to expand its plugin support. This will provide developers with more options for extending the functionality of their applications.

Improved Accessibility Features

Mplify is expected to continue enhancing its accessibility features. This includes better support for assistive technologies and compliance with accessibility standards, ensuring that applications built with Mplify are inclusive for all users.

Comparative Analysis

Versus Other Bootstrap Templates

When compared to other Bootstrap templates, Mplify stands out due to its comprehensive feature set, modern design, and extensive customization options. While other templates may offer similar components, Mplify's unique features like RTL support and advanced task management tools give it an edge.

Versus Custom Development

Opting for a pre-built template like Mplify can significantly reduce development time and costs compared to custom web development. While custom development offers more flexibility, Mplify provides a robust foundation that can be easily customized to meet specific needs.

User Guides and Tutorials

Getting Started with Mplify

Installation: Download and install Mplify from the official website or marketplace.

Configuration: Configure the template settings according to your project requirements.

Customization: Use the built-in SCSS files to customize the styles and appearance.

Integration: Integrate Mplify with your backend systems and databases.

Deployment: Deploy your application on your preferred hosting platform.

Advanced Customization Techniques

SCSS Variables: Use SCSS variables to easily change colors, fonts, and other styles.

JavaScript Customization: Extend the functionality by adding custom JavaScript code.

Component Modification: Modify existing components or create new ones to meet specific needs.

Performance Optimization: Optimize the performance by minifying CSS and JavaScript files, and selectively loading components.

Conclusion

Mplify is a powerful, versatile, and user-friendly Bootstrap 4 admin dashboard template. It offers a wide range of features and customization options, making it suitable for various applications, from admin dashboards to business websites. With its modern design, responsive layout, and extensive documentation, Mplify simplifies the development process, allowing developers to implement their ideas in real time efficiently.

Whether you are building a CMS, CRM, or a personal blog, Mplify provides the tools and flexibility needed to create a professional and functional web application. Its ongoing updates and support ensure that your projects remain current and compatible with the latest web technologies.

[santong]

Will Artificial Intelligence Replace Most Jobs

Artificial intelligence (AI) has become a ubiquitous term, woven into the fabric of our daily lives. From the moment we wake up to a smart alarm on an AI-powered phone to the personalized recommendations on our favorite streaming service, AI’s influence is undeniable. But perhaps the most significant question surrounding AI is its impact on the future of work. Will AI replace most jobs, leaving a…