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Analytics Vidhya

Analytics Vidhya

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Data science and machine learning tutorials webinars and projects

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AI Now Creates Research Diagrams in Seconds | PaperBanana Explained
Video•Feb 19, 2026

AI Now Creates Research Diagrams in Seconds | PaperBanana Explained

The video introduces Paper Banana, an AI‑driven platform that transforms plain‑language descriptions into publication‑ready research diagrams within seconds, addressing a long‑standing bottleneck in scientific communication. Paper Banana operates through a five‑agent pipeline—retrieving references, planning structure, styling visuals, generating outputs, and critiquing for factual correctness. Benchmarks on a neuro‑psychology style figure demonstrate marked gains in faithfulness, readability, and overall diagram quality compared with conventional tools like PowerPoint or Figma. A highlighted quote asks, “When AI designs your research diagrams, what will you focus on next?” The demo showcases a side‑by‑side comparison where the AI‑generated figure is both more accurate and aesthetically consistent, underscoring the shift from AI‑only text generation to visual storytelling. The implication is profound: researchers can shave hours off figure preparation, accelerate manuscript turnaround, and redirect creative effort toward hypothesis development and data interpretation, potentially redefining skill sets in academia.

By Analytics Vidhya
Agent Frameworks vs Runtime vs Harnesses — The Real AI Stack
Video•Feb 19, 2026

Agent Frameworks vs Runtime vs Harnesses — The Real AI Stack

The video argues that building effective AI agents depends less on model advances and more on the software stack surrounding them. It defines three layers: agent frameworks (design libraries and abstractions for prompts, tools and workflows), agent runtimes (production execution...

By Analytics Vidhya
Claude Sonnet 4.6 Just Made Frontier AI Affordable
Video•Feb 18, 2026

Claude Sonnet 4.6 Just Made Frontier AI Affordable

Claude AI unveiled Sonnet 4.6, the most capable model in its series, positioning frontier‑level artificial intelligence at a price point comparable to its predecessor. The announcement highlighted a suite of upgrades—including enhanced coding assistance, computer‑use reasoning, long‑context analysis, agent planning,...

By Analytics Vidhya
Top AI Companies Hiring From One Challenge (₹20 Lakh Rewards)
Video•Feb 17, 2026

Top AI Companies Hiring From One Challenge (₹20 Lakh Rewards)

A new AI fellowship challenge, powered by Fractile Analytics, is turning the traditional job‑search model on its head by allowing top AI firms to recruit directly from a public leaderboard. The competition offers a ₹20 Lakh cash pool, with the top 1,000...

By Analytics Vidhya
Qwen 3.5 Just Changed Open AI Models Forever
Video•Feb 16, 2026

Qwen 3.5 Just Changed Open AI Models Forever

The video announces Alibaba’s Qwen 3.5 397B A7B, the first open‑weight model in the Qwen 3.5 series, designed as a native multimodal engine for language, vision, and real‑world agentic workflows. By publishing the model under an Apache 2.0 license, Alibaba signals a strategic shift toward...

By Analytics Vidhya
Andrej Karpathy Built GPT in 243 Lines?! Meet MicroGPT
Video•Feb 14, 2026

Andrej Karpathy Built GPT in 243 Lines?! Meet MicroGPT

The video introduces MicroGPT, a minimalist implementation of a GPT‑style transformer written in just 243 lines of pure Python. Created by Andrej Karpathy, the project strips away all external dependencies—no PyTorch, TensorFlow, NumPy or other libraries—so that the entire model,...

By Analytics Vidhya
Stop Writing Long Prompts — Use Prompt Chaining Instead
Video•Feb 13, 2026

Stop Writing Long Prompts — Use Prompt Chaining Instead

Prompt chaining is presented as a modern alternative to the common practice of feeding a single, sprawling prompt into large language models. The video argues that breaking a complex request into four to five discrete prompts not only streamlines the...

By Analytics Vidhya
Junior vs Senior AI Engineer | 5 Skills That Actually Matter in 2026
Video•Feb 12, 2026

Junior vs Senior AI Engineer | 5 Skills That Actually Matter in 2026

The video argues that moving from junior to senior AI engineer in 2026 is less about mastering newer models and more about cultivating non‑technical capabilities. While junior engineers tend to focus on building and explaining algorithms, senior engineers are expected...

By Analytics Vidhya
3 AI Career Paths That Can Change Your Future
Video•Feb 12, 2026

3 AI Career Paths That Can Change Your Future

The video breaks down three distinct AI career tracks—researcher, data/applied scientist, and engineer—explaining how each role contributes to the AI ecosystem and what educational background or skill set it typically demands. It stresses that researchers push theoretical boundaries, data scientists...

By Analytics Vidhya
Claude Opus 4.6: The AI That Codes & Builds PowerPoints 🤯
Video•Feb 11, 2026

Claude Opus 4.6: The AI That Codes & Builds PowerPoints 🤯

Anthropic has released Claude Opus 4.6, a flagship AI with a 1 million-token context window and new agent team collaboration features that can handle complex, long-running work across large documents and codebases. Crucially, Claude is now directly integrated into Microsoft...

By Analytics Vidhya
This Viral ChatGPT Caricature Trend Is Taking Over the Internet
Video•Feb 11, 2026

This Viral ChatGPT Caricature Trend Is Taking Over the Internet

A new viral trend uses ChatGPT’s image-generation feature to create personalized caricatures in seconds, requiring no design skills or complex tools. The clip demonstrates a simple four-step process—open the image tab, select a caricature preset, upload a photo, and prompt...

By Analytics Vidhya
5 Hidden AI Tools Smart Data Analysts Actually Use (Not ChatGPT)
Video•Feb 9, 2026

5 Hidden AI Tools Smart Data Analysts Actually Use (Not ChatGPT)

The video spotlights a growing niche of AI‑driven analytics platforms that go beyond generic chatbots like ChatGPT, offering data teams purpose‑built capabilities for faster insight generation. It introduces five relatively unknown tools—AI‑enhanced notebooks, Julius AI, ThoughtSpot Spotfire, Sigma Computing, and...

By Analytics Vidhya
India’s AI Just Beat Gemini & ChatGPT? Meet Sarvam AI
Video•Feb 9, 2026

India’s AI Just Beat Gemini & ChatGPT? Meet Sarvam AI

India’s AI startup Sarvam AI announced breakthrough models that outpace Google’s Gemini and OpenAI’s ChatGPT on several benchmark tests, positioning the Bangalore‑based firm at the forefront of the country’s push for sovereign artificial intelligence. Its vision system, Servum Vision, recorded 84.3 %...

By Analytics Vidhya
5 Real N8n Projects to Master Low-Code AI Automation
Video•Jan 16, 2026

5 Real N8n Projects to Master Low-Code AI Automation

The video showcases five hands‑on n8n projects designed to elevate low‑code AI automation skills, ranging from conversational agents to business‑focused bots. Each example leverages n8n’s visual workflow engine combined with large language models, APIs, and third‑party tools to deliver real‑world...

By Analytics Vidhya
Google’s MedGemma 1.5 & MedASR: Open AI for Medical Imaging and Dictation
Video•Jan 15, 2026

Google’s MedGemma 1.5 & MedASR: Open AI for Medical Imaging and Dictation

Google unveiled two new open‑source AI models aimed at accelerating medical imaging analysis and clinical documentation, expanding its MedGemma family with version 1.5 and launching MedASR for speech‑to‑text conversion. MedGemma 1.5 is a 4‑billion‑parameter multimodal model trained on the MedMA dataset....

By Analytics Vidhya
🤖 Stop Writing Prompts! Build Your First AI Agent in 2026! 🚀
Video•Jan 13, 2026

🤖 Stop Writing Prompts! Build Your First AI Agent in 2026! 🚀

The video announces that by 2026 AI agents have moved from research prototypes to production‑grade components that automate decisions and run real‑world applications. It promotes a free Langchain webinar that will walk participants through building their first autonomous agent from...

By Analytics Vidhya
Google’s Universal Commerce Protocol: AI Can Now Shop for You
Video•Jan 13, 2026

Google’s Universal Commerce Protocol: AI Can Now Shop for You

Google announced the open‑source Universal Commerce Protocol (UCP), a standardized framework that lets artificial‑intelligence agents complete online purchases end‑to‑end. Until now, AI could only recommend products; actual checkout required bespoke integrations for each retailer. UCP provides a shared language for...

By Analytics Vidhya
Multimodal AI Just Leveled Up: Alibaba’s Qwen3 Explained
Video•Jan 12, 2026

Multimodal AI Just Leveled Up: Alibaba’s Qwen3 Explained

Alibaba unveiled Qwen3VL, a multimodal AI model that combines text and image embeddings into a unified semantic space, alongside a dedicated re‑ranking engine. The new embedding layer lets the model treat a picture, its caption, and a related paragraph as interchangeable...

By Analytics Vidhya
LangChain vs LangGraph vs LangFlow vs LangSmith (Explained Simply)
Video•Jan 8, 2026

LangChain vs LangGraph vs LangFlow vs LangSmith (Explained Simply)

The video demystifies the Lang ecosystem, outlining how LangChain, LangGraph, LangFlow, and LangSmith each occupy a distinct layer in building AI applications. LangChain serves as the foundational library, stitching together prompts, models, tools, and retrievers into reusable workflows for chatbots,...

By Analytics Vidhya
NVIDIA Just Leaped 5 Years Into the Future at CES 2026
Video•Jan 6, 2026

NVIDIA Just Leaped 5 Years Into the Future at CES 2026

At CES 2026 Nvidia unveiled what it billed as a five‑year leap in artificial‑intelligence technology, showcasing a suite of new hardware, software and networking solutions that together aim to redefine how large‑scale models are trained and deployed. The centerpiece is Reuben,...

By Analytics Vidhya
Why Most Data Science Projects Fail (And How to Fix the Structure)
Video•Jan 6, 2026

Why Most Data Science Projects Fail (And How to Fix the Structure)

The video highlights that most data‑science initiatives crumble because they start as ad‑hoc notebooks on a single laptop, lacking any disciplined project structure. It argues that a reproducible, collaborative, and scalable workflow is not optional but essential for delivering business...

By Analytics Vidhya
Get 15+ Premium Tools For Free or on Discount
Video•Jan 5, 2026

Get 15+ Premium Tools For Free or on Discount

The video spotlights how a student identification card can serve as a gateway to more than fifteen high‑value software services typically reserved for professionals. By treating the ID as a promotional credential, students can claim free or heavily discounted access...

By Analytics Vidhya
Most Realistic Data Science Roadmap for 2026!
Video•Dec 30, 2025

Most Realistic Data Science Roadmap for 2026!

The video outlines a pragmatic five‑phase roadmap for launching a data‑science career by 2026, emphasizing hands‑on project work over abstract theory. It begins with a foundational tier covering Python, SQL, statistics, exploratory data analysis, and prompt engineering using AI as...

By Analytics Vidhya
5 Advanced AI Projects to Get Job-Ready in 2026
Video•Dec 28, 2025

5 Advanced AI Projects to Get Job-Ready in 2026

The video outlines five advanced, end‑to‑end AI projects designed to make candidates job‑ready for 2026. It walks through building a LlamaIndex rack system, a LangChain‑based document retriever, a fact‑grounded QA rack, a transformer model in PyTorch, and an LLM‑powered chatbot assistant,...

By Analytics Vidhya
Top 5 Agentic AI Projects You Must Build for 2026
Video•Dec 26, 2025

Top 5 Agentic AI Projects You Must Build for 2026

The video outlines five high‑impact agentic AI projects that developers should prioritize in 2026, positioning them as core competencies for modern AI engineering teams. Each project emphasizes autonomy, orchestration, and real‑world execution, reflecting the shift from static language models to...

By Analytics Vidhya
5 Data Science Projects to Supercharge Your Portfolio This Holiday
Video•Dec 23, 2025

5 Data Science Projects to Supercharge Your Portfolio This Holiday

The video opens by positioning the holiday season as an opportune moment for data scientists to bolster their professional portfolios, introducing five fully‑solved projects designed to showcase a breadth of analytical and machine‑learning competencies. Each project is presented as a...

By Analytics Vidhya
Google T5Gemma 2 Explained: The AI Built for Long Documents & Multimodal Reasoning
Video•Dec 21, 2025

Google T5Gemma 2 Explained: The AI Built for Long Documents & Multimodal Reasoning

Google unveiled T5 Gemma 2, the latest iteration of its encoder‑decoder AI family built on the Gemma 3 architecture, positioning it as a purpose‑built engine for long‑form text and multimodal reasoning. The announcement highlights a shift from the dominant decoder‑only “ChatGPT‑style” models toward...

By Analytics Vidhya
Mistral OCR 3: AI That Can Actually Read Documents
Video•Dec 19, 2025

Mistral OCR 3: AI That Can Actually Read Documents

Mistral AI unveiled its latest offering, Mistral OCR 3, a next‑generation optical character recognition model that promises to bridge the gap between raw document images and actionable data. The announcement positions the technology as a catalyst for a new wave...

By Analytics Vidhya
Manus 1.6 Just Leveled Up AI Agents — They Actually Get Work Done
Video•Dec 17, 2025

Manus 1.6 Just Leveled Up AI Agents — They Actually Get Work Done

The video announces the launch of Manus 1.6, a major upgrade to the company’s autonomous AI‑agent platform, and introduces a premium tier called Manus 1.6 Max. The new version is positioned as a “digital worker” that can take a task from initial concept...

By Analytics Vidhya
Open-Source AI Just Crushed One of the Hardest Math Exams
Video•Dec 16, 2025

Open-Source AI Just Crushed One of the Hardest Math Exams

Open‑source researchers at Noise announced that their new 30‑billion‑parameter model, Normus‑1, achieved an 87‑out of‑120 score on the 2025 Putnam Mathematical Competition – a result that places the system within elite human performance on one of the world’s toughest undergraduate...

By Analytics Vidhya
This Google Game Secretly Teaches You Perfect AI Image Prompts
Video•Dec 15, 2025

This Google Game Secretly Teaches You Perfect AI Image Prompts

The video spotlights Google’s new interactive experiment, “Say What You See,” a gamified tool that trains users to craft precise AI image prompts. By presenting an AI‑generated picture and challenging players to describe it in fewer than 120 characters, the...

By Analytics Vidhya
GPT-5.2 Is Here: OpenAI’s Biggest Leap Toward Real AI Work
Video•Dec 15, 2025

GPT-5.2 Is Here: OpenAI’s Biggest Leap Toward Real AI Work

OpenAI unveiled GPT‑5.2, positioning it as the company’s most powerful model to date and a decisive step toward an AI that can perform real‑world work rather than merely converse. The announcement frames the release as a “biggest leap” in the...

By Analytics Vidhya

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