Analytics Vidhya

MARCH 7, 2024

Persistent Systems, a leader in Digital Engineering and Enterprise Modernization, has unveiled SASVA, an innovative AI platform poised to transform software engineering practices.

Software 335

Software Machine Learning Modeling Enterprise 335

O'Reilly on Data

SEPTEMBER 12, 2023

That statement nicely summarizes what makes software development difficult. If we’re serious about complexity, the complexity of building secure systems needs to be managed and controlled in step with the rest of the software, otherwise it’s going to add more vulnerabilities. Is a language model up to that?

Software 350

Software Management Modeling Metrics 350

Analytics Vidhya

APRIL 16, 2022

Introduction Congratulations, you have deployed a model to production; it is an achievement for you and your team! In a normal software engineering development cycle, you would now sit back and relax; however, in the machine learning development cycle, deployment to production is just about […].

Modeling 398

Modeling Machine Learning Data Science Publishing 398

Analytics Vidhya

AUGUST 22, 2024

(SAMPLE) How Generative AI is Revolutionizing Software Development? Introduction Welcome to the future of software development! Generative AI (GenAI) has evolved from a mere buzzword into a powerful force that is fundamentally changing how we create software. appeared first on Analytics Vidhya.

Software 306

Software Analytics Machine Learning Modeling 306

O'Reilly on Data

JANUARY 21, 2025

This approach delivers substantial benefits: consistent execution, lower costs, better security, and systems that can be maintained like traditional software. This fueled a belief that simply making models bigger would solve deeper issues like accuracy, understanding, and reasoning. Development velocity grinds to a halt.

Cost-Benefit 299

Cost-Benefit Testing Interactive Software 299

Analytics Vidhya

MAY 30, 2022

Introduction on Docker Docker is everywhere in the world of the software industry today. The post A Complete Guide for Deploying ML Models in Docker appeared first on Analytics Vidhya. Docker is a DevOps tool and is very popular in the DevOps and MLOPS world.

Modeling 374

Modeling Data Science Publishing Software 374

Analytics Vidhya

APRIL 16, 2023

Generative AI has made significant strides in recent years, thanks to the development of foundation models (FMs) like large language models and text-to-image models.

Software 306

Software Modeling Analytics 306

Analytics Vidhya

OCTOBER 23, 2023

Introduction In modern software development, the advent of serverless computing has revolutionized the way we build and deploy applications. Among the tools and technologies available, serverless APIs have become the enabler for creating robust, scalable, and efficient applications.

Modeling 328

Modeling Software Technology Analytics 328

CIO Business Intelligence

JANUARY 9, 2025

Generative artificial intelligence ( genAI ) and in particular large language models ( LLMs ) are changing the way companies develop and deliver software. The future will be characterized by more in-depth AI capabilities that are seamlessly woven into software products without being apparent to end users.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

Analytics Vidhya

SEPTEMBER 28, 2022

Introduction In a typical software development process, the deployment comes at the end of the software development life cycle. First, you build software, test it for possible faults, and finally deploy it for the end user’s accessibility. This article was published as a part of the Data Science Blogathon.

Modeling 337

Modeling Testing Data Science Software 337

O'Reilly on Data

JANUARY 9, 2024

Because we need a reliable statement of exactly what the software does. If you don’t know exactly what the software does—or if it might do something different the next time you compile it—you can’t build a business around it. With the current models, every time you generate code, you’re likely to get something different.

Modeling 348

Modeling Software Testing Optimization 348

Analytics Vidhya

FEBRUARY 10, 2022

We have seen differences in traditional software development in […]. The post Workflow of MLOps: Part 2 | Model Building appeared first on Analytics Vidhya. Introduction This article is part of an ongoing blog series on Machine Learning Operations(MLOps). In the previous article, we have gone through the introduction of MLOps.

Modeling 335

Modeling Machine Learning Data Science Publishing 335

Analytics Vidhya

JANUARY 20, 2022

Introduction If you’re a software developer who’s interested in learning how neural networks function, you’ve come to the perfect spot. We will assist novices to understand what neural networks are, what a neural network model is, and how to expand their knowledge to other […].

Modeling 343

Modeling Data Science Publishing Software 343

Analytics Vidhya

MAY 23, 2023

Especially if you’re in software development or data science. With advanced large […] The post 10 Exciting Projects on Large Language Models(LLM) appeared first on Analytics Vidhya. A portfolio of your projects, blog posts, and open-source contributions can set you apart from other candidates.

Modeling 344

Modeling Data Science Software Analytics 344

Analytics Vidhya

AUGUST 27, 2024

Introduction Diving into the world of AI models, language models and other software that can be applied in real tasks like virtual assistance and content creation are very popular. However, there is still a lot to explore with image-to-text models.

Modeling 290

Modeling Optimization Software Analytics 290

Analytics Vidhya

APRIL 1, 2023

A Powerful Partnership for AI-Driven Development Replit, an innovative cloud-based development platform, has announced a strategic partnership with Google Cloud to advance generative Artificial Intelligence for software development.

Software 245

Software Modeling Analytics 245

Analytics Vidhya

MAY 1, 2023

Replit is a software development platform that enables developers to set up development environments and release fully functional live apps in seconds. M to Expand AI-Powered Software Development Platform appeared first on Analytics Vidhya. M to Expand AI-Powered Software Development Platform appeared first on Analytics Vidhya.

Software 291

Software Analytics IT Modeling 291

O'Reilly on Data

OCTOBER 24, 2023

Ever since the current craze for AI-generated everything took hold, I’ve wondered: what will happen when the world is so full of AI-generated stuff (text, software, pictures, music) that our training sets for AI are dominated by content created by AI. At some point in the near future, new models will be trained on code that they have written.

Modeling 303

Modeling Statistics Reporting Software 303

CIO Business Intelligence

MARCH 5, 2025

Modivcare, which provides services to better connect people with care, is on a transformative journey to optimize its services by implementing a new product operating model. Whats the context for the new product operating model? What was the model you were using before? Why did you select a product operating model?

Modeling 118

Modeling Interactive Strategy Technology 118

Analytics Vidhya

DECEMBER 10, 2024

Anthropic’s latest update introduces this cool capability to their AI model, Claude. Its in beta testing, but its already shaking up how AI can interact with software. Theyre […] The post Anthropic Computer Use: AI Assitant Taking Over Your Computer appeared first on Analytics Vidhya.

Testing 289

Testing Interactive Software Modeling 289

O'Reilly on Data

DECEMBER 10, 2024

Alibabas latest model, QwQ-32B-Preview , has gained some impressive reviews for its reasoning abilities. I also tried a few competing models: GPT-4 o1 and Gemma-2-27B. GPT-4 o1 was the first model to claim that it had been trained specifically for reasoning. How do you test a reasoning model? What else can we learn?

Testing 257

Testing Modeling Software IT 257

Analytics Vidhya

DECEMBER 24, 2024

In the rapidly evolving landscape of software development, the intersection of artificial intelligence, data validation, and database management has opened up unprecedented possibilities.

Software 208

Software Modeling Technology Management 208

O'Reilly on Data

MARCH 25, 2025

Most teams approach this like traditional software development but quickly discover it’s a fundamentally different beast. Check out the graph belowsee how excitement for traditional software builds steadily while GenAI starts with a flashy demo and then hits a wall of challenges? Whats worse: Inputs are rarely exactly the same.

Testing 174

Testing Data-driven Software Measurement 174

Analytics Vidhya

MARCH 25, 2025

As AI models advance, their programming and software development capabilities have become key benchmarks. Meanwhile, Anthropics newest model, Claude 3.7, Two leading contenders in the coding scene are DeepSeek V3 and Claude 3.7. is a stronger generalist AI with superior […] The post DeepSeek V3-0324 vs Claude 3.7:

Software 188

Software Modeling Analytics 188

CIO Business Intelligence

DECEMBER 30, 2024

Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either. Looking ahead to 2025, I expect small language models , specifically custom models, to become a more common solution for many businesses, says Andrew Rabinovich, head of AI and ML at Upwork.

ROI 141

ROI Software Modeling Interactive 141

O'Reilly on Data

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. All ML projects are software projects.

IT 364

IT Testing Experimentation Software 364

CIO Business Intelligence

NOVEMBER 8, 2024

AI coding agents are poised to take over a large chunk of software development in coming years, but the change will come with intellectual property legal risk, some lawyers say. The same thing could happen with software code, even though companies don’t typically share their source code, he says.

Risk 133

Risk Software Recreation/Entertainment Modeling 133

O'Reilly on Data

JANUARY 17, 2023

What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. They’d say that the job involves writing some software, sure. But deep down it’s about the purpose of software. Pretty simple.

Machine Learning 363

Machine Learning Predictive Modeling Software Modeling 363

David Menninger's Analyst Perspectives

JANUARY 15, 2025

I recently completed the latest edition of our Business Planning Buyers Guide, which reviews and assesses the offerings of 14 providers of this software. One of the points that I look at is whether and to what extent the software provider offers out-of-the-box external data useful for forecasting, planning, analysis and evaluation.

Predictive Modeling 130

Predictive Modeling Forecasting Predictive Analytics Statistics 130

Analytics Vidhya

JULY 25, 2024

Introduction Artificial intelligence has recently seen a surge of interest in AI agents – autonomous software entities capable of perceiving their environment, making decisions, and taking action to achieve specific objectives.

Software 328

Software Modeling Analytics 328