Analytics Vidhya

JANUARY 6, 2025

Chatbots are able to deliver fast, accurate information, and help individuals more effectively manage their health. In the era of AI, chatbots have revolutionized how we interact with technology. Perhaps one of the most impactful uses is in the healthcare industry. Flask and Vector Embedding appeared first on Analytics Vidhya.

Interactive 291

Interactive Technology Management Analytics 291

Analytics Vidhya

NOVEMBER 30, 2024

Python, with its robust ecosystem of libraries, offers a wide range of tools to help you generate high-quality, aesthetically pleasing, and customizable visuals for your research papers. Creating publication-ready figures and tables is essential for academic research and data presentation.

Visualization 220

Visualization Analytics IT 220

Analytics Vidhya

OCTOBER 18, 2024

GenAI-driven tools are helping businesses improve search rankings and drive organic traffic more efficiently than ever. The rise of generative AI (GenAI) is transforming the way digital marketers approach search engine optimization (SEO).

Optimization 208

Optimization Strategy Marketing Analytics 208

Analytics Vidhya

JANUARY 15, 2025

In many real-world applications, data is not purely textualit may include images, tables, and charts that help reinforce the narrative. A multimodal report generator allows you to incorporate both text and images into a final output, making your reports more dynamic and visually rich.

Reporting 223

Reporting Visualization Analytics 223

Analytics Vidhya

DECEMBER 22, 2024

Imagine a world where algorithms help doctors diagnose illnesses in seconds, self-driving cars navigate effortlessly, and gadgets anticipate our needs before we even ask. Sounds like science fiction? As we approach 2025, machine learning is turning these visions into reality.

Machine Learning 207

Machine Learning Analytics 207

Analytics Vidhya

NOVEMBER 25, 2024

Ever wished you had a personal tutor to help you solve tricky math problems? In this article, we’ll explore how to build a math problem solver chat app using LangChain, Gemma 9b, Llama 3.2 Vision and Streamlit.

Analytics 208

Analytics 208

Analytics Vidhya

OCTOBER 28, 2024

Their applications vary from small factory detection tasks to self-driving cars and also help in advanced image processing. In today’s world of video and image analysis, detector models play a vital role in the technology. They should be ideally accurate, speedy and scalable.

Modeling 205

Modeling Technology Analytics 205

Analytics Vidhya

APRIL 26, 2025

It blends supervised learning foundations with reward-based updates to make them safer, more accurate, and genuinely helpful. Reinforcement finetuning has shaken up AI development by teaching models to adjust based on human feedback.

Optimization 196

Optimization Modeling Analytics IT 196

Analytics Vidhya

JANUARY 6, 2025

This platform helps […] The post Top 9 Upvoted Papers on Hugging Face appeared first on Analytics Vidhya. Hugging Face has created a unique space where researchers not only share their work but can also engage with the community by upvoting, commenting, and discussing with others.

Analytics 205

Analytics 205

DataKitchen

NOVEMBER 5, 2024

The Medallion architecture is a design pattern that helps data teams organize data processing and storage into three distinct layers, often called Bronze, Silver, and Gold. Routine checks for row counts, null values, and integrity constraints can help detect missing data early in the pipeline.

Data Quality 198

Data Quality Testing Metrics Reporting 198

Analytics Vidhya

DECEMBER 16, 2024

Whether you’re a beginner or experienced user, this guide will help you navigate the process from installation to inference. This guide walks you through the steps to set up and run StableAnimator for creating high-fidelity, identity-preserving human image animations.

Modeling 206

Modeling Analytics 206

Analytics Vidhya

JANUARY 15, 2025

This tool allows users to explore how geoengineering techniques, such asStratospheric Aerosol Injection (SAI), could help address the growing climate crisis. The battle against global warming has taken a significant step forward with the launch of aninnovative AI Climate Simulator, developed by Andrew Ngand a team of experts.

Analytics 208

Analytics 208

O'Reilly on Data

APRIL 8, 2025

We can sum it up by saying experience, but thats not really helpful. And when used properly, coding assistants can help developers to learn. In the future, AI will certainly be able to do more: help negotiate requirements, navigate political issuesbut not yet. What does experience teach? But they can also create needless work.

Software 247

Software Data-driven Enterprise Testing 247

Analytics Vidhya

DECEMBER 27, 2024

A model with good arithmetic and mathematical reasoning can help in : This article explores how advancements in mathematical reasoning are […] The post Getting Started with Qwen2.5-Math Math appeared first on Analytics Vidhya.

Modeling 206

Modeling Analytics 206

Analytics Vidhya

OCTOBER 19, 2024

Its core purpose is to demonstrate the concepts of “handoffs” and “routines,” patterns that help […] The post How OpenAI Swarm Enhances Multi-Agent Collaboration? appeared first on Analytics Vidhya.

Experimentation 208

Experimentation Analytics IT 208

AWS Big Data

OCTOBER 17, 2024

Amazon Kinesis Data Analytics for SQL is a data stream processing engine that helps you run your own SQL code against streaming sources to perform time series analytics, feed real-time dashboards, and create real-time metrics. If you need more help, you can ask questions in re:Post , making sure to tag Kinesis Data Analytics for SQL.

Management 137

Management Data Analytics Analytics Recreation/Entertainment 137

O'Reilly on Data

MARCH 25, 2025

In this article, were going to share an emerging SDLC for LLM applications that can help you escape POC Purgatory. Weve taught this SDLC in a live course with engineers from companies like Netflix, Meta, and the US Air Force and recently distilled it into a free 10-email course to help teams apply it in practice.

Testing 168

Testing Data-driven Software Measurement 168

CIO Business Intelligence

OCTOBER 25, 2024

Meanwhile, AI can also help companies modernize their mainframe strategies, whether it be assisting with moving workloads to the cloud, converting old mainframe code, or training workers in mainframe-related technologies, Goude says. Dyer sees significant customer interest in using AI to help with mainframe modernization efforts.

Data-driven 133

Data-driven Strategy Modeling Technology 133

Analytics Vidhya

JULY 17, 2024

It helps us understand our text data in a deep, mathematical way. This type of analysis can help us understand hidden patterns, and the weight of specific words in a sentence, and overall, helps in building good language models. Introduction Statistical Analysis of text is one of the important steps of text pre-processing.

Statistics 304

Statistics Modeling Analytics IT 304

CIO Business Intelligence

APRIL 24, 2025

We then transform that data into products that help our clients compare themselves to peers, and understand which providers are best suited to support their strategic initiatives. These datasets directly help businesses refine their operations, predict market shifts, or better understand consumer preferences.

Data-driven 134

Data-driven Marketing Risk Sales 134

Analytics Vidhya

JULY 4, 2024

It helps you present your data in a more readable and user-friendly manner, making it easy for stakeholders to understand. The FORMAT() function in the SQL server helps you customize the appearance of dates, times, numbers, […] The post What is FORMAT() Function in SQL?

Analytics 306

Analytics IT 306

Analytics Vidhya

JULY 23, 2024

Introduction Imagine having an assistant who’s always at your fingertips, ready to help at any moment. That’s what an AI agent offers. Unlike your human assistant, who needs coffee breaks and rest, an AI agent is tireless, working around the clock to support you. Need to schedule a meeting at the last minute?

Analytics 357

Analytics Modeling 357

CIO Business Intelligence

NOVEMBER 5, 2024

When I first started at Mastercard, we were known for being the plastic cards that helped people live their everyday lives. But as the world changed, we’ve had the privilege to help shape the future. From a customer standpoint, that’s the moment of truth: when your customer needs help, not when things are going great.

B2B 132

B2B Machine Learning Technology Marketing 132

Analytics Vidhya

MARCH 5, 2025

With AI tools helping employers sift through heaps of resumes, the right project can enhance your resume and showcase your expertise. Generative AI is reshaping industries, and having hands-on experience with cutting-edge GenAI projects can set you apart in 2025.

Analytics 172

Analytics 172

Analytics Vidhya

JULY 7, 2024

Stanford University, renowned for its contributions to AI research, offers several free courses that can help you get started or advance your knowledge in this exciting domain. Introduction Artificial Intelligence (AI) is transforming industries and creating new possibilities in various fields.

Analytics 348

Analytics IT Machine Learning 348

Analytics Vidhya

MARCH 21, 2025

Retrieval-Augmented Generation (RAG) helps by letting LLMs pull in external data, but even RAG needs help with complex questions. This fixed knowledge base limits them. They can’t give you current or highly specific information. Adaptive RAG offers a solution.

Modeling 139

Modeling Analytics IT 139

Analytics Vidhya

MAY 3, 2024

AI assistants like Gemini and ChatGPT are here to help. We’ll see which one explains things better, helps you write cleaner code, and tackles […] The post Gemini vs ChatGPT: Which is Better for Coding? Introduction Feeling lost in the world of code? Don’t worry, you’re not alone!

Analytics 323

Analytics 323

Analytics Vidhya

SEPTEMBER 5, 2024

The wide range of resources on YouTube can help learners of all levels find helpful tutorials specific to their needs. Introduction Excel is indispensable for boosting productivity and efficiency across all the fields.

Analytics 290

Analytics 290

O'Reilly on Data

JUNE 18, 2024

We’re going to take a look at a Digital Green ’s Farmer.Chat , a generative AI bot that was designed to help small-scale farmers in developing countries access critical agricultural information. Farmer.Chat helps agricultural extension agents (EAs) and farmers get answers to questions about farming and agriculture.

Testing 312

Testing Software Modeling Measurement 312

Analytics Vidhya

MARCH 26, 2025

How do we keep AI safe and helpful as it grows more central to our digital lives? Large language models (LLMs) have become incredibly advanced and widely used, powering everything from chatbots to content creation. With this rise, the need for reliable evaluation metrics has never been greater.

Modeling 152

Modeling Metrics Measurement Analytics 152