#database performance tuning

[thedbahub]

Optimizing SQL Server Performance: Addressing Bottlenecks in Repartition Streams

Repartition Streams The term “Repartition Streams” in SQL Server refers to a phase in the query execution process, particularly in the context of parallel processing. It’s a mechanism used to redistribute data across different threads to ensure that the workload is evenly balanced among them. This operation is crucial for optimizing the performance of queries that are executed in parallel,…

[simple-logic]

Unlock the full potential of your databases with Database Performance Tuning Services by Simple Logic! Discover how expert tuning can enhance speed, minimize downtime, and improve efficiency to drive business success. Learn about the tools and strategies that keep your databases optimized and performing at their best. 🚀💾

To learn more click here

[jnexttech]

Advanced WordPress Caching

Speed is important in the fast-paced world of online presence. Users expect websites to load in the blink of an eye, and search engines reward faster sites with better rankings. If you’re a WordPress enthusiast, you probably already know how crucial caching is to maximising the functionality of your website. We’ll explore sophisticated WordPress caching strategies in this blog post, which can significantly increase the speed of your website.

[yuurei20]

Updated Ortho Facts Part 15: Ortho's Abilities (pt1)

Ortho will often reference his “databanks,” which is how he is able to recognize the spectral realm during Halloween. He says they “have a baseline of 100,000 books stored inside" and “include comprehensive data on medicinal herbs and medicines.”

He also has access to information about the Queendom of Roses, with Epel commenting that Ortho can search for information a lot faster than Deuce can read his guidebook on Clock Town.

Ortho explains that he first came to the school as Idia’s “gadget,” but now he interacts with humans, and “hearing everyone's thoughts made me realize that the same story can read so differently depending on the person. Because of their values."

Ortho uses the example of the Thorn Fairy, saying that people who grew up in Briar Valley are so emotionally attached to stories about her that they are liable to trust idealized memories over accurate data.

Sebek is not amused, but Ortho says that he was able to use his database to debunk every contradiction that he’d found, and he and Sebek discuss holding a debate after the birthday interview.

Ortho says he is under order from Idia to never log into satellite position systems, but there does not seem to be anything actually keeping him from doing so.

He can detect people within a 10,000 meter radius (and motion detect within a one-kilometer radius), which he says makes it difficult to sneak up on him. Ortho is also capable of telling whether or not others are being sincere, testing this ability on Ace, Idia, Fellow and Rook. 

When Vil says he finds Fellow’s claims suspicious Ortho says that he performed a vital signs scan that did not indicate he was lying, but Ortho’s tests for heart rate fluctuations, perspiration and other vital signs might have been duped before, by Rook: Ortho performs what might have been a similar lie detection scan leading up to Beanfest and ultimately declares that Rook was telling the truth, but during Halloween Rook tells Trey that he is capable of controlling his own heart rate.

And Rook has baffled Ortho before: Ortho related an incident where he almost collided with Rook during a tuning run on his athletic gear. While no one was hurt, he’d worried that he’d frightened Rook and ran a vitals scan to be safe, only to discover that Rook’s pulse was completely steady with no fluctuations at all.

Ortho: “Was he surprised, but then regained his composure in an instant? Or was he unfazed the whole time? I've been secretly curious about it.”

[brummelliana]

I just played through CBML and... oh.. my god. I've been trying my best to not laugh out loud since it is almost 2 AM. I LOVED IT!!! I can't wait for the next game!

I've been scrolling through your Tumblr and you seem to know a lot about The Beatles. I've just recently started to get into the fandom. I'd just like to ask you for any book or film recommendations of the fab four? Like The Anthology book and the series or something like that. I would love to know more about them! They seem so interesting, yet so disturbing to an innocent eye..

God I don't know, my knowledge has been cultivated by so much stuff over the past 7 years. To be honest, I now just look up info I need rather than read or watch Beatles stuff for fun (besides what I mention later).

Tune In the extended edition is super super thoroguh, but it only goes up to 1962. That's right, 1000 pages (?) of just the beatles childhood and beginning of the band.

I haven't even read all my books, you know why? I spend all my time drawing bitch. I used to be such a reader. It does make it difficult when I know if I crack open a book it will be full of horrible events by these terrible naughty lads.

Just read any Biography that interests you, but keep in mind some biographers have their biases, or are less credible than others. I tend to enjoy ones that focus on a certain topic (like Beatles in Hamburg, or Beatles 1963) cause you'll have more specific information or anecdotes. The broader ones that are just about the Beatles, or about one Beatle tend to be of a similar length, and can't go into detail on everything, so tend to cover the same stuff.

I will say, don't rely on video essays or short form content (like tik toks!) for information, or at least don't take them as fact. There is a fair bit of fake info about these guys online, so be a critical thinker!

The most fun way to get a sense of the Beatle boys is to watch interviews and performances of the era. I've come to prefer straight up experiencing them from the source.

Watch the movies! A Hard Day's Night (especially considering my next game), Help!, Magical Mystery Tour, even Yellow Submarine and the Beatles Cartoon (peak).

Be careful though because post 60s Paul loves to be a fat lying slut and tells the same fucking stories over and over for literal decades. I used to have a cute little list of them.

The problem with documentaries is that they just turn into a really felatiatory circle jerk of people who really want to ride their dicks, which I find annoying.

The BeatlesVideos01 on youtube is a great source, they upload so many, there are a lot of gems of interviews and performances that aren't the most popular ones. KistuBeatles has a lot of great remastered videos.

Or right, Get Back. Watch get back, there's the beatles straight up existing for 6 hours. (even if its a very specific period for the group).

To be frank, I don't think I've watched Anthology all the way through, but I think I already heard the stuff they talk about in it, and it gets parroted in biographies cause it came out a while ago.

If you would rather look up info online (that isn't gen z slop), here are some websites I have bookmarked:

(this one has so many pictures, It was the biggest help dating all my photos)

Here's my personal as comprehensive as I can get archive of photos and videos and more!

Happy Beatling.

[indigosteeloracle]

Graph Analytics Edge Computing: Supply Chain IoT Integration

Graph Analytics Edge Computing: Supply Chain IoT Integration

By a veteran graph analytics practitioner with decades of experience navigating enterprise implementations

Introduction

Graph analytics has emerged as a transformative technology for enterprises, especially in complex domains like supply chain management where relationships and dependencies abound. However, the journey from concept to production-grade enterprise graph analytics can be fraught with challenges.

In this article, we'll dissect common enterprise graph analytics failures and enterprise graph implementation mistakes, evaluate supply chain optimization through graph databases, explore strategies for petabyte-scale graph analytics, and demystify ROI calculations for graph analytics investments. Along the way, we’ll draw comparisons between leading platforms such as IBM graph analytics vs Neo4j and Amazon Neptune vs IBM graph, illuminating performance nuances and cost considerations at scale.

Why Do Enterprise Graph Analytics Projects Fail?

The graph database project failure rate is surprisingly high despite the hype. Understanding why graph analytics projects fail is critical to avoid repeating the same mistakes:

Poor graph schema design and modeling mistakes: Many teams jump into implementation without a well-thought-out enterprise graph schema design. Improper schema leads to inefficient queries and maintenance nightmares. Underestimating data volume and complexity: Petabyte scale datasets introduce unique challenges in graph traversal performance optimization and query tuning. Inadequate query performance optimization: Slow graph database queries can cripple user adoption and ROI. Choosing the wrong platform: Mismatched technology selection, such as ignoring key differences in IBM graph database performance vs Neo4j, or between Amazon Neptune vs IBM graph, can lead to scalability and cost overruns. Insufficient integration with existing enterprise systems: Graph analytics must seamlessly integrate with IoT edge computing, ERP, and supply chain platforms. Lack of clear business value definition: Without explicit enterprise graph analytics ROI goals, projects become academic exercises rather than profitable initiatives.

These common pitfalls highlight the importance of thorough planning, vendor evaluation, and realistic benchmarking before embarking on large-scale graph analytics projects.

you know, https://community.ibm.com/community/user/blogs/anton-lucanus/2025/05/25/petabyte-scale-supply-chains-graph-analytics-on-ib Supply Chain Optimization with Graph Databases

Supply chains are inherently graph-structured: suppliers, manufa

[nehalpatil]

Crafting Web Applications For Businesses Which are Responsive,Secure and Scalable.

Hello, Readers!

I’m Nehal Patil, a passionate freelance web developer dedicated to building powerful web applications that solve real-world problems. With a strong command over Spring Boot, React.js, Bootstrap, and MySQL, I specialize in crafting web apps that are not only responsive but also secure, scalable, and production-ready.

Why I Started Freelancing

After gaining experience in full-stack development and completing several personal and academic projects, I realized that I enjoy building things that people actually use. Freelancing allows me to work closely with clients, understand their unique challenges, and deliver custom web solutions that drive impact.

What I Do

I build full-fledged web applications from the ground up. Whether it's a startup MVP, a business dashboard, or an e-commerce platform, I ensure every project meets the following standards:

Responsive: Works seamlessly on mobile, tablet, and desktop.

Secure: Built with best practices to prevent common vulnerabilities.

Scalable: Designed to handle growth—be it users, data, or features.

Maintainable: Clean, modular code that’s easy to understand and extend.

My Tech Stack

I work with a powerful tech stack that ensures modern performance and flexibility:

Frontend: React.js + Bootstrap for sleek, dynamic, and responsive UI

Backend: Spring Boot for robust, production-level REST APIs

Database: MySQL for reliable and structured data management

Bonus: Integration, deployment support, and future-proof architecture

What’s Next?

This blog marks the start of my journey to share insights, tutorials, and case studies from my freelance experiences. Whether you're a business owner looking for a web solution or a fellow developer curious about my workflow—I invite you to follow along!

If you're looking for a developer who can turn your idea into a scalable, secure, and responsive web app, feel free to connect with me.

Thanks for reading, and stay tuned!

[ellagrace20]

Cloud Migration and Integration A Strategic Shift Toward Scalable Infrastructure

In today’s digital-first business environment, cloud computing is no longer just a technology trend—it’s a foundational element of enterprise strategy. As organizations seek greater agility, scalability, and cost-efficiency, cloud migration and integration have emerged as critical initiatives. However, transitioning to the cloud is far from a lift-and-shift process; it requires thoughtful planning, seamless integration, and a clear understanding of long-term business objectives.

What is Cloud Migration and Why Does It Matter

Cloud migration involves moving data, applications, and IT processes from on-premises infrastructure or legacy systems to cloud-based environments. These environments can be public, private, or hybrid, depending on the organization’s needs. While the move offers benefits such as cost reduction, improved performance, and on-demand scalability, the true value lies in enabling innovation through flexible technology infrastructure.

But migration is only the first step. Cloud integration—the process of configuring applications and systems to work cohesively within the cloud—is equally essential. Without integration, businesses may face operational silos, inconsistent data flows, and reduced productivity, undermining the very purpose of migration.

Key Considerations in Cloud Migration

A successful cloud migration depends on more than just transferring workloads. It involves analyzing current infrastructure, defining the desired end state, and selecting the right cloud model and service providers. Critical factors include:

Application suitability: Not all applications are cloud-ready. Some legacy systems may need reengineering or replacement.

Data governance: Moving sensitive data to the cloud demands a strong focus on compliance, encryption, and access controls.

Downtime management: Minimizing disruption during the migration process is essential for business continuity.

Security architecture: Ensuring that cloud environments are resilient against threats is a non-negotiable part of migration planning.

Integration for a Unified Ecosystem

Once in the cloud, seamless integration becomes the linchpin for realizing operational efficiency. Organizations must ensure that their applications, databases, and platforms communicate efficiently in real time. This includes integrating APIs, aligning with enterprise resource planning (ERP) systems, and enabling data exchange across multiple cloud platforms.

Hybrid and Multi-Cloud Strategies

Cloud strategies have evolved beyond single-provider solutions. Many organizations now adopt hybrid (combining on-premise and cloud infrastructure) or multi-cloud (using services from multiple cloud providers) approaches. While this enhances flexibility and avoids vendor lock-in, it adds complexity to integration and governance.

To address this, organizations need a unified approach to infrastructure orchestration, monitoring, and automation. Strong integration frameworks and middleware platforms become essential in stitching together a cohesive IT ecosystem.

Long-Term Value of Cloud Transformation

Cloud migration and integration are not one-time projects—they are ongoing transformations. As business needs evolve, cloud infrastructure must adapt through continuous optimization, cost management, and performance tuning.

Moreover, integrated cloud environments serve as the foundation for emerging technologies like artificial intelligence, data analytics, and Internet of Things (IoT), enabling businesses to innovate faster and more efficiently.

By treating cloud migration and integration as strategic investments rather than tactical moves, organizations position themselves to stay competitive, agile, and future-ready.

[realinspirations]

My Favourite Wellness Apps: Enhancing Health and Well-being

 In brand new fast-paced global, technology plays an vital role in enhancing our general nicely-being. From fitness monitoring to meditation and healthy consuming, well being apps provide convenient answers to assist us lead healthier lives. I even have explored many health apps, however a few have stood out as incredible tools for retaining and improving my physical and mental health. Here are my favourite wellness apps and the way they have got undoubtedly impacted my lifestyles.

My Favourite Wellness Apps In India 

1. MyFitnessPal: The Ultimate Nutrition Guide

MyFitnessPal is my move-to app for monitoring my food regimen and vitamins. It has an in depth food database, which makes it clean to log food and display calorie consumption. The barcode scanner feature permits me to music packaged meals effortlessly. MyFitnessPal also integrates with numerous fitness apps, assisting me live aware about the calories I burn throughout exercises. With customized insights, meal recommendations, and aim-putting options, MyFitnessPal has helped me maintain a balanced eating regimen and attain my health goals.

2. Headspace: Meditation and Mindfulness Made Easy

Mental health is just as vital as bodily fitness, and Headspace has been a sport-changer in my mindfulness journey. This app gives guided meditation periods, sleep sounds, and respiratory sporting activities designed to lessen stress and improve intellectual readability. The user-pleasant interface and calming visuals make meditation accessible to beginners and skilled practitioners alike. Daily mindfulness reminders assist me live gift and focused for the duration of the day. Thanks to Headspace, I even have developed a constant meditation practice that enhances my universal properly-being.

Three. Strava: The Perfect Companion for Runners and Cyclists

For individuals who love outdoor sports, Strava is a should-have app. As a person who enjoys going for walks and biking, I admire Strava’s GPS monitoring abilities, direction mapping, and overall performance evaluation. The app lets in me to set dreams, music progress, and compete with friends or different athletes. Strava’s network function provides a social aspect to my workout routines, motivating me to stay lively. Whether I’m training for a race or absolutely enjoying a leisurely run, Strava maintains me engaged and responsible.

4. Calm: Enhancing Sleep and Relaxation

Sleep performs a important position in universal wellness, and Calm has considerably advanced my sleep satisfactory. This app gives sleep tales, relaxing tune, and guided meditations to promote better relaxation. I frequently concentrate to the bedtime stories narrated through soothing voices, which help me unwind after an extended day. The breathing sporting events and relaxation strategies also assist me control stress and anxiety. Calm has turn out to be an essential a part of my nightly ordinary, making sure I wake up refreshed and prepared to take on the day.

Five. Nike Training Club: A Personal Trainer in Your Pocket

Nike Training Club (NTC) is my favored fitness app for guided exercises and established training programs. Whether I’m seeking out electricity education, yoga, or excessive-intensity c programming language training (HIIT), NTC gives a whole lot of exercises led by means of expert running shoes. The app offers customized tips primarily based on my fitness degree and goals. I admire the ability it gives, permitting me to workout at domestic or at the health club. With brilliant video demonstrations and motivation from pinnacle athletes, NTC has helped me stay regular with my health routine.

6. WaterMinder: Hydration Made Simple

Staying hydrated is vital for desirable health, yet it’s easy to forget to drink enough water throughout the day. WaterMinder is a easy but powerful app that tracks my daily water consumption and sends reminders to preserve me hydrated. I can set hydration desires primarily based on my body weight and hobby degree. The visual illustration of my water consumption motivates me to drink extra and keep most efficient hydration. Thanks to WaterMinder, I even have advanced better hydration habits that contribute to my overall properly-being.

7. Sleep Cycle: Smarter Sleep Tracking

Understanding sleep styles is critical for buying better relaxation, and Sleep Cycle has been a useful tool in this vicinity. This app analyzes my sleep excellent and wakes me up in the course of my lightest sleep phase, making sure I sense more refreshed in the morning. The clever alarm characteristic prevents groggy wake-united states of americaand allows me begin my day on the right foot. With distinctive sleep insights and tendencies over time, Sleep Cycle has helped me make changes to my sleep recurring for a healthier way of life.

8. Fabulous: Building Healthy Habits

Fabulous is a dependancy-monitoring app that facilitates me expand and hold fantastic exercises. Whether I want to enhance my morning recurring, workout frequently, or exercise gratitude, Fabulous provides step-via-step steerage to construct higher conduct. The app makes use of behavioral science principles to preserve me motivated and on track. The colourful visuals and inspiring messages make self-development feel plausible. Fabulous has helped me create lasting health conduct that enhance my each day life.

9. 7 Minute Workout: Quick and Effective Fitness

For busy days when I don’t have a great deal time to exercise, the 7 Minute Workout app is a lifesaver. It gives high-intensity circuit education workouts that may be completed in only seven minutes. The app gives clear instructions and timers to guide me thru each exercising. These brief yet effective workout routines hold me energetic even at the busiest days. The convenience of the 7 Minute Workout app ensures that I by no means skip a exercise, regardless of how traumatic my time table is.

10. Insight Timer: A Free Meditation Resource

Insight Timer is another high-quality meditation app that gives free get right of entry to to hundreds of guided sessions. Unlike other apps that require subscriptions for top rate content material, Insight Timer gives a full-size library of meditations from special teachers and traditions. I enjoy exploring new meditation strategies, from mindfulness and loving-kindness to deep respiration and yoga nidra. The app also consists of calming song and ambient sounds, making it a flexible tool for relaxation and stress relief.

11. Yummly: Healthy Meal Planning

Maintaining a nutritious weight loss plan is simpler with Yummly, a recipe app that gives personalized meal recommendations based totally on my dietary preferences. The app offers step-by means of-step cooking instructions and grocery lists, making meal planning handy. Yummly helps me find out new wholesome recipes and stay stimulated in the kitchen. With the potential to filter recipes based on precise substances, nutrition goals, and nutritional regulations, Yummly ensures that I usually have get right of entry to to wholesome and scrumptious meals.

12. Happify: Boosting Positivity and Mental Well-being

Happify is a mental wellness app designed to enhance happiness and resilience. It offers technological know-how-based sports and video games that help reduce stress, construct self belief, and cultivate a effective mind-set. I experience completing quick sports that focus on gratitude, mindfulness, and emotional intelligence. The development tracking characteristic permits me to look how my properly-being improves over the years. Happify has been a extraordinary tool for retaining a fine outlook and handling strain efficaciously.

 My Fitness Journey: Lessons Learned Along the Way

Yoga Benefits For Women 

Morning Wake Up  Meditation In Bed

[askagamedev]

I feel like in post launch support I see numerical balance changes (eg. X has 10% higher stun, 8% less hp) much, much more frequently than animation balance changes (eg.move now has wider reach, faster startup). I understand animations take more work than tweaking a database, but given that many games will never get a single re-animation it seems like there must be more to it than that.

There is more to it than that. When we build game systems, one common method of differentiating the work is "things we probably will change" (e.g. things we plan to tune based on feedback) and "things we probably won't change" (e.g. the way a story character or environment looks). We build the things we expect to change such that it is easy to make those changes. The things that we don't expect to change are typically not built with changes in mind, because we assume we will lock them in and they'll be completely finished.

As you might expect, numerical balance values like 10% higher stun duration, 8% less HP, or an extra 5% critical hit rate are often built to be easy to change because we expect to have a lot of things in the game that can change them. A magic blessing spell, a potion that provides a temporary boost, a passive racial ability, or a piece of gear all might provide different modifiers to a character's health total and we're probably going to want to tune most of those to make them feel right for their power level and the player experience. Since we expect designers to modify these values a lot, the engineers build the system to make it easy to set and modify those values.

Animations are typically not built to be easy to modify because we don't need to do it all that often. Most of the time, the character performs the animation and we call it good. We might tweak and modify it leading up to launch, but they are generally locked in once we finalize them. Most games do not need to tune a particular animation beyond being able to scale the animation playback speed to fit within a certain number of frames. Tuning would generally require the animator to make a small change, the designer to play with it and decide if it is good enough, and then make changes if it isn't good enough. This cycle can take a significant amount of time, and we often have [huge numbers of animations] we need to complete. This kind of iteration often takes too long to do feasibly.

There are exceptions to this, of course. Fighting games, for example, tend to make animation changes regularly because of the way they are built. In addition to damage and health, fighting game strength are all about the character animation start-up, the active duration, and recovery period. A particular move can be buffed by shortening its recovery time or nerfed by increasing a move's startup duration. Because the designers need to make changes to these animations regularly, the engineers build the animation system to be tunable so that the designer doesn't need to keep calling on the animators, and the animators can instead focus their time on creating new animation suites for new characters.

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Got a burning question you want answered?

Short questions: Ask a Game Dev on Twitter

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Frequent Questions: The FAQ

[thedbahub]

Optimizing SQL Server Database Size and Distribution on Disks

Introduction Hey there, fellow SQL Server enthusiasts! Today, I want to dive into a topic that’s crucial for maintaining a healthy and performant database environment: optimizing database size and distribution on disks. As your databases grow, it’s essential to have a solid strategy in place to manage their size and ensure they’re distributed effectively across your storage. In this article,…

[corusview-it-services]

Transforming Digital Landscapes: The Excellence of Corusview IT Services.

In today's fast-paced digital world, having a reliable and innovative technology partner is crucial for businesses aiming to stay ahead. Corusview IT Services, a leading web development company, stands out by offering top-tier software, web and mobile application development services. With a commitment to quality, reliability, and global reach, Corusview IT Services ensures that clients receive exceptional value for their investments.

In the ever-evolving digital landscape, businesses often face a myriad of challenges when it comes to web, mobile, and software development. Navigating these hurdles can be daunting, but the right technology partner can turn these challenges into opportunities.

Common challenges in Digital development:

Complexity and integration challenges

Web Development: Building dynamic, responsive, and user-friendly websites that effortlessly integrate with existing systems can be quite intricate.

Mobile Development: Creating mobile applications that function seamlessly across various devices and platforms while delivering an excellent user experience poses a significant challenge.

Software Development: Developing custom software solutions that need to integrate with multiple other applications and databases often results in compatibility issues.

Staying current with technology

The fast-paced nature of technological advancements makes it challenging for businesses to remain up-to-date with the latest trends and tools.

Ensuring digital solutions are scalable and future-proof demands continuous investment and specialized expertise.

User experience and design

Developing an intuitive and engaging user experience is essential for the success of any digital product.

Subpar design and usability can result in low user engagement and satisfaction.

Security and compliance

Maintaining the security of digital solutions and adhering to regulatory requirements is a critical concern. Data breaches and security vulnerabilities can have significant consequences for businesses.

How Corusview IT Services can assist:

Corusview IT Services provides a broad range of solutions specifically crafted to tackle these challenges and support businesses in thriving within the digital landscape.

Expert web development

Custom web development: Tailored solutions crafted to fit your unique business requirements.

Content Management Systems (CMS): User-friendly systems that simplify website updates and maintenance.

Cutting-Edge Mobile App Development

Mobile App Creation: Bespoke apps designed to meet the needs of diverse industries.

Cross-Platform Solutions: Strategies that extend your app’s reach and boost its effectiveness across different platforms.

Ongoing Updates and Support: Regular enhancements and maintenance to keep your app fresh, secure, and up-to-date.

User-centric designs

UX and UI Innovation: Creating immersive and visually appealing designs tailored to enhance user interaction.

Prototyping and Usability Testing: Developing and refining prototypes to ensure optimal functionality and user satisfaction.

Ongoing Enhancement: Continuously evolving designs based on user feedback to maintain relevance and effectiveness.

Pioneering Technology and Innovation

Forefront of technological advancements, embracing the latest innovations to deliver state-of-the-art solutions.

Cutting-edge technology ensures your digital products are not only scalable and future-ready but also perfectly in tune with the latest market trends.

Rigorous Quality Assurance:

Implementing comprehensive quality assurance processes to ensure that every solution meets the highest standards of performance and reliability.

At Corusview IT Services, we’re dedicated to helping businesses tackle digital development challenges and achieve their ambitions. Whether you need a cutting-edge website, a bespoke software solution, or a trailblazing mobile app, our skilled team is here to provide top-notch results.

Elevate your digital game with us and witness the transformative power of our solutions. Learn more about how we can boost your company’s digital presence by visiting www.corusview.com.

[hymns-across-the-stars]

alt! ! !

Send me "alt!" and I'll introduce you to a character...

---

9S (Nier Automata)!

// oh here, have something from an ancient rp (aka 2021)

---

Maybe, if he were a bit more naive- or perhaps if the connection wasn't so terrible (it shouldn't ever be this terrible, even in the worst of surface conditions)- 9S would have been able to dismiss this area as a particularly well-preserved area of ancient human activity or something of that sort, one that he wasn't familiar with. Unfortunately, with every bit of information he's gathered, that's definitely not the case. And given this information, maybe- just maybe, mind you- straying from 2B's side was a questionable decision.

Then again, while he's not made for combat, it's not like he's completely helpless, and 2B can more than handle herself. They can somewhat contact each other, too. And besides- spreading out to get a better assessment of the terrain is potentially useful.

Or maybe he just wants to take the time to look at things, and investigate them, and gather all the data he can on whatever seems interesting without looking like he's slacking off.

Either way, though, 9S's little expedition leads him to the docks. The river here's very large, he notes, vaguely wondering if there's any fish in there. Maybe 2B'd like to give that a look. But he wanders along, the final notes of what he can only assume to be a song catches his attention.

He knows what music is. There is some music in the database, and even if they hadn't existed, he's seen birds. He's even met machines who may have been singing. But that's a weird ground, given their tinny, often monotone voices.

Still, this- this is different. Those few notes feel… fluid. Soothing, maybe, even though he hadn't heard the full performance. It's more than enough to whet his curiosity, of course, and after making an assessment of where the sound came from, he cautiously crept towards the location of the source. And soon enough, he's greeted by the sight of… um… someone. Whoever this is doesn't appear to be armed, though that's not necessarily an indication of strength if it does blow up into a fight. He's not here to land the first hit, though, so hopefully, it won't come to that.

Besides- this could be an opportunity to learn something. He's not sure what yet, but it may very well be.

"Hey," 9S says, waiting for the other's response before making any final decisions.

---

// oh, near a tomato... i was still fresh to the whole college thing, a person i kinda-sorta liked at the time had recced it a few months prior.... and it was on sale on the xbox. that was actually the breaking point. anyone who knows me and my tastes may have also wondered how 2B wasn't the one to get me to jump straight into playing.

to which: idk man. might've been because ending a spoilers were my first (knowing) exposure to the game. i had actually seen another nier automata clip before this on tumblr, but i didn't know that at the time. but anyway, it threw me so off kilter i was like. um. okay, wild, i do not know what just happened and i'm not sure i ever spend $40 to understand.

but sales really change my tune lol. but also weirdly it still wasn't 2B who got my attention! don't get me wrong; i loved her! a lot!! maybe a little too much!!!! but it was her silly sidekick 9S, who. i've been accused of kinning. lol.

anyway it didn't help the accusations that i ended up writing him. you can tell some things haven't changed about how i write. look at all that yapping narration

[uthra-krish]

The Skills I Acquired on My Path to Becoming a Data Scientist

Data science has emerged as one of the most sought-after fields in recent years, and my journey into this exciting discipline has been nothing short of transformative. As someone with a deep curiosity for extracting insights from data, I was naturally drawn to the world of data science. In this blog post, I will share the skills I acquired on my path to becoming a data scientist, highlighting the importance of a diverse skill set in this field.

The Foundation — Mathematics and Statistics

At the core of data science lies a strong foundation in mathematics and statistics. Concepts such as probability, linear algebra, and statistical inference form the building blocks of data analysis and modeling. Understanding these principles is crucial for making informed decisions and drawing meaningful conclusions from data. Throughout my learning journey, I immersed myself in these mathematical concepts, applying them to real-world problems and honing my analytical skills.

Programming Proficiency

Proficiency in programming languages like Python or R is indispensable for a data scientist. These languages provide the tools and frameworks necessary for data manipulation, analysis, and modeling. I embarked on a journey to learn these languages, starting with the basics and gradually advancing to more complex concepts. Writing efficient and elegant code became second nature to me, enabling me to tackle large datasets and build sophisticated models.

Data Handling and Preprocessing

Working with real-world data is often messy and requires careful handling and preprocessing. This involves techniques such as data cleaning, transformation, and feature engineering. I gained valuable experience in navigating the intricacies of data preprocessing, learning how to deal with missing values, outliers, and inconsistent data formats. These skills allowed me to extract valuable insights from raw data and lay the groundwork for subsequent analysis.

Data Visualization and Communication

Data visualization plays a pivotal role in conveying insights to stakeholders and decision-makers. I realized the power of effective visualizations in telling compelling stories and making complex information accessible. I explored various tools and libraries, such as Matplotlib and Tableau, to create visually appealing and informative visualizations. Sharing these visualizations with others enhanced my ability to communicate data-driven insights effectively.

Machine Learning and Predictive Modeling

Machine learning is a cornerstone of data science, enabling us to build predictive models and make data-driven predictions. I delved into the realm of supervised and unsupervised learning, exploring algorithms such as linear regression, decision trees, and clustering techniques. Through hands-on projects, I gained practical experience in building models, fine-tuning their parameters, and evaluating their performance.

Database Management and SQL

Data science often involves working with large datasets stored in databases. Understanding database management and SQL (Structured Query Language) is essential for extracting valuable information from these repositories. I embarked on a journey to learn SQL, mastering the art of querying databases, joining tables, and aggregating data. These skills allowed me to harness the power of databases and efficiently retrieve the data required for analysis.

Domain Knowledge and Specialization

While technical skills are crucial, domain knowledge adds a unique dimension to data science projects. By specializing in specific industries or domains, data scientists can better understand the context and nuances of the problems they are solving. I explored various domains and acquired specialized knowledge, whether it be healthcare, finance, or marketing. This expertise complemented my technical skills, enabling me to provide insights that were not only data-driven but also tailored to the specific industry.

Soft Skills — Communication and Problem-Solving

In addition to technical skills, soft skills play a vital role in the success of a data scientist. Effective communication allows us to articulate complex ideas and findings to non-technical stakeholders, bridging the gap between data science and business. Problem-solving skills help us navigate challenges and find innovative solutions in a rapidly evolving field. Throughout my journey, I honed these skills, collaborating with teams, presenting findings, and adapting my approach to different audiences.

Continuous Learning and Adaptation

Data science is a field that is constantly evolving, with new tools, technologies, and trends emerging regularly. To stay at the forefront of this ever-changing landscape, continuous learning is essential. I dedicated myself to staying updated by following industry blogs, attending conferences, and participating in courses. This commitment to lifelong learning allowed me to adapt to new challenges, acquire new skills, and remain competitive in the field.

In conclusion, the journey to becoming a data scientist is an exciting and dynamic one, requiring a diverse set of skills. From mathematics and programming to data handling and communication, each skill plays a crucial role in unlocking the potential of data. Aspiring data scientists should embrace this multidimensional nature of the field and embark on their own learning journey. If you want to learn more about Data science, I highly recommend that you contact ACTE Technologies because they offer Data Science courses and job placement opportunities. Experienced teachers can help you learn better. You can find these services both online and offline. Take things step by step and consider enrolling in a course if you’re interested. By acquiring these skills and continuously adapting to new developments, they can make a meaningful impact in the world of data science.

[labdeck123]

Unlock the Power of Data Analysis with STAT Data Modeling Software - LabDeck's Stat Studio

In today's data-driven world, having the right tools to analyze and interpret vast amounts of data is essential for researchers, data scientists, and analysts. LabDeck’s Stat Studio stands out as a premier STAT Data Modeling Software, designed to meet the diverse needs of professionals who work with complex datasets. This robust software offers an intuitive interface combined with powerful analytical features, enabling users to perform advanced statistical modeling with ease.

Why Choose Stat Studio for Your Data Analysis Needs?

Stat Studio is more than just another statistical software; it's an all-in-one solution that helps you unlock deeper insights from your data. Here's why it's a top choice for anyone looking to elevate their data modeling capabilities:

1. Advanced Regression Analysis

One of Stat Studio's most powerful features is its regression analysis toolset. Whether you are performing basic linear regression or more complex methods, Stat Studio gives you the flexibility to choose the right model for your data. Key statistical measures, such as Mean Squared Error (MSE) and R-squared values, are automatically calculated and displayed, providing instant insight into your model's performance. This makes it easy to interpret relationships between variables, ensuring accurate and reliable results.

2. Comprehensive Data Handling

Stat Studio excels in data handling by supporting a wide range of file formats and data sources. With its flexible import options, users can seamlessly integrate and analyze datasets from various origins. Whether your data comes from spreadsheets, databases, or other statistical software, Stat Studio ensures that you can work with it efficiently.

3. Customizable Visualizations

Data visualization is an integral part of any analysis, and Stat Studio’s advanced plotting capabilities make it simple to create professional-grade charts and graphs. Users can easily generate scatter plots, line graphs, bar charts, and more, with a full range of customizable options like marker styles, line types, and color schemes. Additionally, the software allows you to overlay regression lines and add trend lines, giving your visualizations deeper analytical value.

4. Tailored Analysis and Presentation

Customization doesn’t end with visuals. Stat Studio offers extensive options to tailor every aspect of your analysis to meet specific presentation or publication requirements. You can adjust parameters for data scaling, clean your datasets, and fine-tune the presentation of your results to suit your audience, whether you are presenting to a boardroom or preparing for publication.

Advanced Features for Complex Analyses

For users who require more than just basic analysis, Stat Studio offers an array of advanced features. A dedicated “Tests” tab hints at the software’s ability to run a wide variety of statistical tests, including hypothesis testing, ANOVA, and more. These features make Stat Studio a versatile tool for users in fields like academia, market research, healthcare, and beyond.

Additionally, the software includes tools for data cleaning and scaling, which are essential for preparing large and complex datasets for accurate analysis. These pre-processing steps ensure that your data is ready for in-depth statistical modeling, leading to more reliable and meaningful results.

Conclusion: Empower Your Data with LabDeck's Stat Studio

LabDeck’s Stat Studio offers a complete package for anyone looking to perform STAT Data Modeling software. With its combination of advanced analysis features, flexible data handling, and customizable visualization options, Stat Studio is a powerful tool for both novice and experienced statisticians alike. Whether you're conducting regression analysis, creating intricate data visualizations, or preparing your data for publication, Stat Studio provides the precision, efficiency, and versatility you need to succeed.

To learn more about how Stat Studio can revolutionize your data analysis process, visit the official page here.

Embrace the power of Stat Studio and take your data modeling to new heights!

[hexjulia]

another interesting book

'Across Europe, from the dawn of print until the early twentieth century, the news of crime and criminals' public executions was printed in song form on cheap broadsides and pamphlets to be sold in streets and marketplaces by ballad-singers. Singing the News of Death: Execution Ballads in Europe 1500-1900 looks at how and why song was employed across Europe for centuries as a vehicle for broadcasting news about crime and executions, exploring how this performative medium could frame and mediate the message of punishment and repentance. Examining ballads in English, French, Dutch, German, and Italian across four centuries, author Una McIlvenna offers the first multilingual and longue dur e study of the complex and fascinating phenomenon of popular songs about brutal public death.

Ballads were frequently written in the first-person voice, and often purported to be the last words, confession or 'dying speech' of the condemned criminal, yet were ironically on sale the day of the execution itself. Musical notation was generally not required as ballads were set to well-known tunes. Execution ballads were therefore a medium accessible to all, regardless of literacy, social class, age, gender or location. A genre that retained extraordinary continuities in form and content across time, space, and language, the execution ballad grew in popularity in the nineteenth century, and only began to fade as executions themselves were removed from the public eye. With an accompanying database of recordings, Singing the News of Death brings these centuries-old songs of death back to life.'