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Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 07 > july-2026-ai-models-releases

July 2026 AI Releases: A Timeline of Frontier Model Shifts

1+ hour, 57+ min ago   (996+ words) India's Most Futuristic AI Conference Is Back – Bigger, Sharper, Bolder July 2026 was the busiest month for frontier model releases the field has seen. Four major labs shipped flagship or near-flagship models, two well funded newcomers shipped their first, and the…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 07 > data-science-case-study

Cracking the Data Science Case Study Interview

5+ day, 3+ hour ago   (1657+ words) India's Most Futuristic AI Conference Is Back – Bigger, Sharper, Bolder Data science case study interviews are not just about writing code. They test how you think through a problem, analyze data, make decisions, and explain your approach in a way…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 07 > agentic-ai-vs-ai-automation

Agentic AI vs AI Automation: What's the Real Difference?

1+ week, 2+ day ago   (771+ words) India's Most Futuristic AI Conference Is Back – Bigger, Sharper, Bolder This scene is playing out across engineering teams everywhere. Someone wraps a few LangChain calls inside a loop, adds a couple of tools, and proudly declares, “We’ve built an AI…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 07 > class-imbalance-ml

Handling Imbalanced Classification: What Works Better Than SMOTE

2+ week, 5+ day ago   (1688+ words) India's Most Futuristic AI Conference Is Back – Bigger, Sharper, Bolder Most real-world classification problems are imbalanced. Fraud, disease, churn, and defects are rare by nature. Standard classifiers chase accuracy, so they quietly ignore the very class you care about. For…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 07 > rag-evaluation-frameworks

RAG Evaluation Frameworks Compared: RAGAS vs TruLens vs DeepEval

2+ week, 5+ day ago   (1691+ words) India's Most Futuristic AI Conference Is Back – Bigger, Sharper, Bolder LLMs are getting stronger every day, and building a RAG pipeline has never been easier. Knowing whether it actually works is not. Most teams ship a RAG system, see decent-looking…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 07 > deepseek-dspark-speculative-decoding

DeepSeek DSpark: The Speculative Decoding Trick Behind 400% Faster LLM

3+ week, 1+ day ago   (958+ words) India's Most Futuristic AI Conference Is Back – Bigger, Sharper, Bolder DeepSeek’s new DSpark module brings speculative decoding to DeepSeek-V4. It might look like a niche inference tweak, but in production it boosted per-user generation speed by 60 to 85 percent with no…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 07 > yolo26-tutorial

YOLO26 Tutorial: Object Detection, Pose Estimation & More

3+ week, 5+ day ago   (465+ words) India's Most Futuristic AI Conference Is Back – Bigger, Sharper, Bolder Looking to model to implement pose estimation? I know something that can perform detection, instance segmentation, pose estimation and classification, all of that in real-time. Yes, I’m talking about the…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 06 > harness-1-ai-retrieval-agent

Harness-1: The 20B Retrieval Subagent That Beats GPT-5.4 at Search

1+ mon, 6+ day ago   (1002+ words) India's Most Futuristic AI Conference Is Back – Bigger, Sharper, Bolder Most search agents try to handle too many jobs at once. They generate new queries, remember what they have already explored, collect evidence, and decide what is relevant as the…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 06 > sakana-fugu-multi-agent-system-as-a-model

Sakana Fugu: Multi-Agent System as a Model

1+ mon, 1+ week ago   (1374+ words) India's Most Futuristic AI Conference Is Back – Bigger, Sharper, Bolder For years, AI progress has centered on scaling individual foundation models: larger parameters, longer context windows, stronger reasoning, and better tool use. Sakana AI’s Fugu points elsewhere, behaving like one…...

Analytics Vidhya
analyticsvidhya.com > blog > 2026 > 06 > autoregressive-models-explained

Autoregressive Models: Predicting the Future Using the Past

1+ mon, 2+ week ago   (839+ words) India's Most Futuristic AI Conference Is Back – Bigger, Sharper, Bolder Autoregressive models are one of the most important ideas in time series forecasting and sequence modeling. The name may sound technical at first, but the concept is surprisingly intuitive. That…...