Analytics Vidhya

SEPTEMBER 14, 2024

This allows them to handle complex tasks that require complex reasoning, unlike standard LLMs, which primarily focus on text-generation-based […] The post 15 Most Frequently Asked Questions About LLM Agents appeared first on Analytics Vidhya.

Interactive 291

Interactive Modeling Analytics 291

Analytics Vidhya

JUNE 27, 2024

This year’s conference witnessed a record-breaking number of submissions – a staggering 11,532, reflecting […] The post Everything About CVPR 2024 – The Biggest Computer Vision Conference of the Year appeared first on Analytics Vidhya.

Analytics 326

Analytics IT 326

Analytics Vidhya

APRIL 17, 2024

The Birth of Miss AI […] The post All About Miss AI: The World’s First Beauty Pageant for AI Models appeared first on Analytics Vidhya. AI models and influencers are stepping into the limelight, ready to showcase their charm and digital prowess.

Modeling 334

Modeling Technology Analytics 334

Analytics Vidhya

FEBRUARY 28, 2025

In this post, I will take you on a journey […] The post 34 Computer Vision Models You Must Know About appeared first on Analytics Vidhya.

Modeling 123

Modeling Analytics 123

Analytics Vidhya

OCTOBER 6, 2024

It’s all about creating AI that can work on its own, without us constantly telling it what to do. This idea is getting […] The post What do Top Leaders have to Say About Agentic AI? Introduction Agentic AI is an exciting concept! appeared first on Analytics Vidhya.

Analytics 271

Analytics IT 271

O'Reilly on Data

APRIL 8, 2025

Nevertheless, if were honest about the skills we expect of a junior developer, this list shows roughly what wed expect, not five years experience writing SQL. For a senior developer, though, we care less about a long list of languages than familiarity with the ideas. What about algorithms? What does experience teach?

Software 251

Software Data-driven Enterprise Testing 251

O'Reilly on Data

NOVEMBER 12, 2024

No, but honestly, if a human summarized my articles, I’d probably find a few things to complain about. Think about the monstrous prompt you’d need to get GPT to read a spreadsheet, find out what data was missing, look for that data on the web, and generate a new updated spreadsheet. What are the topics we talked about?

Testing 267

Testing Software Management IT 267

O'Reilly on Data

JANUARY 21, 2025

When we talk about conversational AI, were referring to systems designed to have a conversation, orchestrate workflows, and make decisions in real time. Security Letting LLMs make runtime decisions about business logic creates unnecessary risk. What About the Long Tail? Development velocity grinds to a halt.

Cost-Benefit 299

Cost-Benefit Testing Interactive Software 299

Analytics Vidhya

APRIL 20, 2025

Now, when we talk about the evolution of embeddings, we mean numerical snapshots that capture not just which words appear but what they really mean, how they relate to each other […] The post 14 Powerful Techniques Defining the Evolution of Embedding appeared first on Analytics Vidhya. Well, things have come a long way since then.

Snapshot 249

Snapshot Analytics Machine Learning 249

O'Reilly on Data

DECEMBER 10, 2024

What about Fermats Little Theorem ? Let me think about this. This second proposition isnt as likely to show up in textbooks or other resources; its less of a proof than an observation that the original proof didnt make any assumptions about the base. But thats hardly a valid test. For example, numbers like 11, 111, 1111, etc.,

Testing 257

Testing Modeling Software IT 257

Analytics Vidhya

OCTOBER 21, 2024

Now, we will talk about the Tool Use Pattern in Agentic AI. Our previous guide discussed the first Agentic AI design pattern from the Reflection, Tool Use, Planning, and Multi-Agent Patterns list.

Analytics 290

Analytics 290

O'Reilly on Data

NOVEMBER 19, 2024

Here’s a simple rough sketch of RAG: Start with a collection of documents about a domain. For example, articles about former US vice president Al Gore might not discuss actor Tommy Lee Jones, although the two were roommates at Harvard and started a country band together. at Facebook—both from 2020. Split each document into chunks.

Unstructured Data 318

Unstructured Data Structured Data Statistics Modeling 318

Analytics Vidhya

OCTOBER 15, 2024

Introduction The past week in artificial intelligence has been marked by rapid advancements in model capabilities, hardware, and ethical considerations, sparking conversations about the societal impacts of AI. From OpenAI’s $6.6

Modeling 270

Modeling Analytics IT 270

Analytics Vidhya

NOVEMBER 18, 2024

Have you ever been curious about what powers some of the best Search Applications such as Elasticsearch and Solr across use cases such e-commerce and several other document retrieval systems that are highly performant? Apache Lucene is a powerful search library in Java and performs super-fast searches on large volumes of data.

Analytics 223

Analytics Data mining 223

Analytics Vidhya

JANUARY 6, 2025

As the first month of 2025 began, my curiosity to learn about AI Agents deepened, leading me to explore their vast potential and applications. Happy New Year to the readers! Today, I have tried the SmolAgents open-source framework by Hugging Face. Let’s get started!

Analytics 223

Analytics 223

Analytics Vidhya

JANUARY 21, 2025

Don’t know much about Bitcoin or its price fluctuations but want to make investment decisions to make profits? This machine learning model has your back. It can predict the prices way better than an astrologer. In this article, we will build an ML model for forecasting and predicting Bitcoin price, using ZenML and MLflow.

Machine Learning 222

Machine Learning Forecasting Modeling Analytics 222

Analytics Vidhya

APRIL 24, 2025

Handling documents is no longer just about opening files in your AI projects, its about transforming chaos into clarity. Docs such as PDFs, PowerPoints, and Word flood our workflows in every shape and size. Retrieving structured content from these documents has become a big task today.

Analytics 161

Analytics IT 161

CIO Business Intelligence

OCTOBER 30, 2024

In a recent interview, Bhimani talked about the importance of thinking about ethical uses of AI and how it can benefit both humanity and individual organizations. Now, we have to think about innovation as a way of really reshaping the world so that it works for everybody. Are we identifying opportunities that AI presents to us?

Technology 131

Technology Strategy Risk IT 131

Analytics Vidhya

MARCH 15, 2024

Introduction Imagine a world where artificial intelligence is not just about complex algorithms and high-tech jargon but about speed, efficiency, and accessibility. Welcome to that world, brought to you by the latest sensation in AI—Claude 3 Haiku.

Modeling 397

Modeling Analytics IT Deep Learning 397

CIO Business Intelligence

JANUARY 6, 2025

So, in keeping with the New Years spirit, we asked multiple CIOs about their professional resolutions for 2025. Innovate Shane McDaniel, CIO for the City of Seguin, Texas, says his city has grown by about 35% since the 2020 census. I am excited about the potential of generative AI, particularly in the security space, she says.

IT 140

IT Cost-Benefit Measurement Experimentation 140

CIO Business Intelligence

FEBRUARY 4, 2025

Consider the following business solutions in their early forms: Workday for HR Salesforce for sales Adobe or Hubspot for marketing SAP for ERP These solutions reformed the way we thought about HR, supply chain, or CRM, but they did not transform the work itself. This time is about business transformation.

Digital Transformation 144

Digital Transformation Sales Optimization Enterprise 144

Analytics Vidhya

JANUARY 30, 2025

I have been reading a lot about RAG and AI Agents, but with the release of new models like DeepSeek V3 and DeepSeek R1, it seems that the possibility of building efficient RAG systems has significantly improved, offering better retrieval accuracy, enhanced reasoning capabilities, and more scalable architectures for real-world applications.

Modeling 210

Modeling Analytics IT 210

Analytics Vidhya

JANUARY 9, 2025

I never pictured AI writing human-like text, no Im not talking about the text generation but rather image generation with human handwriting. The Flux models made it easy to infer, generate and edit images. Today, in this article, well be looking at one such model used for generating images with hand-written text.

Modeling 208

Modeling Analytics IT 208

Analytics Vidhya

DECEMBER 23, 2024

Andrej Karpathy recently raised concerns about the adequacy of this approach in a post on X. AI benchmarks have long been the standard for measuring progress in artificial intelligence. They offer a tangible way to evaluate and compare system capabilities. But is this approach the best way to assess AI systems?

Measurement 206

Measurement Analytics 206

Analytics Vidhya

MARCH 29, 2025

They talked about his new book Source Code, his childhood, and 50 years of Microsoft. But the most powerful part of the conversation was about the future, especially the rise of AI and what it means for our jobs. Bill Gates recently appeared on The Tonight Show with Jimmy Fallon.

Analytics 150

Analytics IT 150

Analytics Vidhya

MARCH 10, 2025

Wondering what all the buzz is about? Or maybe youre asking yourself: Is this the right career move for me? Generative AI is taking the world by storm, and with it comes a gold rush for talent.

Analytics 178

Analytics IT 178

CIO Business Intelligence

DECEMBER 12, 2024

The implications of the ongoing misperception about the data management needs of AI are huge, Armstrong adds. BairesDev has focused on educating non-technical stakeholders about the realities and challenges of AI implementation, he says. Its all about getting everyone on the same page.

IT 134

IT Data Quality Experimentation Machine Learning 134

CIO Business Intelligence

DECEMBER 20, 2024

Chief among these is United ChatGPT for secure employee experimental use and an external-facing LLM that better informs customers about flight delays, known as Every Flight Has a Story, that has already boosted customer satisfaction by 6%, Birnbaum notes. People hear the specifics, and they understand it and their blood pressure goes down.

IT 131

IT Unstructured Data Experimentation Data Lake 131

Analytics Vidhya

JULY 18, 2024

But it’s not just about bragging rights. […] The post Top 18 Companies Hiring Data Professionals through Hackathons appeared first on Analytics Vidhya. These intense coding competitions bring together talented folks to tackle tricky problems.

Analytics 364

Analytics IT Data Science 364

CIO Business Intelligence

NOVEMBER 26, 2024

Growth of AI Forces Conversation About Data Meanwhile, the growth of AI-powered analytics, workflow management, and customer engagement tools has promised to revolutionize every aspect of the insurance business from underwriting to customer engagement. Learn more about how to turn your data into actionable insights, visit us here.

Insurance 131

Insurance Data-driven Data Architecture Technology 131