Analytics Vidhya

System Design for ML Interviews: 10 Real Problems Walked Through

Janvi Kumari — Fri, 19 Jun 2026 14:30:00 +0000

ML system design interviews test how well you can think beyond models. In these interviews, choosing an algorithm is only one part of the answer. You also need to explain how data is collected, how features are created, how predictions are served, and how the system improves over time. Most real ML systems are built […]

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Most People Use ChatGPT Wrong: 10 Features and Tips That Changed How I Work

Vasu Deo Sankrityayan — Thu, 18 Jun 2026 13:30:00 +0000

Most people used ChatGPT like a smarter search engine. Ask a question, get an answer, and move on. It works but it leaves a surprising amount of value on the table. Over the past few years, ChatGPT has evolved far beyond a simple chatbot. It can browse the web, analyze files, generate images, maintain memory, […]

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OpenAI Just Launched 3 Free AI Courses with Certificates

Vasu Deo Sankrityayan — Wed, 17 Jun 2026 10:30:00 +0000

Having the right certificate can make all the difference. But with so many out there, getting the right one isn’t easy. That’s where OpenAI Academy comes in. OpenAI, the company behind the ChatGPT models, has introduced a learning platform through its OpenAI academy that offers AI courses for upskilling professionals. These courses cover topics like […]

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Autoregressive Models: Predicting the Future Using the Past

Vasu Deo Sankrityayan — Tue, 16 Jun 2026 07:30:00 +0000

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. An autoregressive model predicts the next value by looking at previous values. That is the core idea. For example, tomorrow’s temperature may depend on the temperatures […]

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Gemini Omni: AI Video Generation Inside Gemini

Vasu Deo Sankrityayan — Fri, 12 Jun 2026 07:30:00 +0000

Gemini models have always kept up with AI advancements. From text-based chatbots in 2023, Gemini has evolved into a multimodal system capable of understanding and generating text, audio, images… and now videos. AI video generation is no longer a standalone tool. With Gemini Omni, video creation becomes mainstream. Gemini Omni isn’t important because it generates […]

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DiffusionGemma: Google’s Diffusion-Based Open Model for Faster Text Generation

Harsh Mishra — Thu, 11 Jun 2026 13:10:30 +0000

Large language models usually generate text one token at a time. While this autoregressive approach delivers strong quality and instruction following, it can be inefficient for local users because GPUs often spend more time moving weights from memory than doing parallel compute. Google DeepMind’s DiffusionGemma takes a different path, generating and refining blocks of tokens […]

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Top 10 AI Engineering Tools Everyone is Using in 2026

Vasu Deo Sankrityayan — Wed, 10 Jun 2026 06:54:08 +0000

AI tools have gone from “fun to try” to part of the daily workflow. There’s an AI tool for almost everything nowadays, readily accessible for all. The problem is no longer access. It’s choice. Every week, a new tool promises to save time, boost creativity, or replace half your workflow. Most just add another tab […]

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I Tested Claude Fable 5: Can Anthropic’s Newest AI Deliver on the Hype?

Riya Bansal — Tue, 09 Jun 2026 20:31:03 +0000

Claude Mythos Preview, the AI model that sparked global concern earlier this year, has now evolved into two new offerings: Claude Fable 5 and Claude Mythos 5. Derived from the highly restricted Mythos Preview, these models bring Anthropic’s most advanced AI capabilities to a broader audience. Anthropic is making bold claims, with Fable 5 reportedly […]

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Prophet vs NeuralProphet vs TimeGPT vs Chronos: A Practical Comparison

Janvi Kumari — Tue, 09 Jun 2026 13:10:37 +0000

Time series forecasting predicts future values by learning patterns from past data. It is widely used in sales, finance, energy, web traffic, inventory planning, and business decision-making. But a lot has changed since the advent of advance ML models. Forecasting has moved from traditional statistical models to neural and foundation-model approaches. Tools like Prophet, NeuralProphet, […]

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Build an Emergency Helpline Voice Agent with LangChain

Riya Bansal — Mon, 08 Jun 2026 16:29:39 +0000

We have all been in an emergency where every second matters. Someone’s life is at risk but there you’re panicking. Now, imagine in this situation of distress when a helpline asks you to press numbers on your keypad to connect with the right agent? Pure chaos, right? Here, we just need someone to listen and […]

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