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Deep Learning

What a GPU Does for Deep Learning

A plain-language tour of why graphics cards became the engine of modern AI, covering parallel computation, memory bandwidth, tensor cores …

Niranjan Singh

1 week ago • 13 min read

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Tools & Libraries

pandas, Polars or DuckDB: Which One for Your Data

A practical, example-driven comparison of pandas, Polars and DuckDB: how each one actually works under the hood, the same task …

Niranjan Singh

2 weeks ago • 16 min read

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Career Development

Building a Data Portfolio That Gets Interviews

A practical guide to building a data science or analytics portfolio that demonstrates real judgment, not just tutorial completion, including …

Niranjan Singh

2 weeks, 2 days ago • 15 min read

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Career Development

A 12-Month Study Plan for Machine Learning

A month-by-month roadmap for learning machine learning from first principles to a job-ready portfolio, with concrete projects, time budgets, and …

Niranjan Singh

3 weeks, 2 days ago • 18 min read

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Setting Up Python, Virtual Environments and Notebooks

Python Programming

Part 1 of 2 · Python for Data Work

Setting Up Python, Virtual Environments and Notebooks

A practical, no-nonsense guide to installing Python, understanding why virtual environments matter, and choosing between scripts and notebooks before you …

Niranjan Editorial Organization

3 weeks, 4 days ago • 15 min read

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AI & Machine Learning

How Agentic AI Really Works Under the Hood: The Agent Loop, Tool Calling and the Model Context Protocol (MCP)

Build an agent from scratch in 60 lines of Python, compare the main agent architectures, watch the raw JSON-RPC messages …

Gurpreet Deol

1 month, 1 week ago • 47 min read

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Latest News

All news

Apple Intelligence finally arrives in China, but without the new Siri
22 hours ago • 4 min read
NVIDIA's Nemotron 3.5 Super VL Lands on AWS: One Model for Text, Images and Video Agents
1 day, 22 hours ago • 6 min read
AWS Publishes a Blueprint for Running AI Agents Safely Across a Whole Company
2 days, 22 hours ago • 5 min read
How Exowatt's fine-tuned small models outperformed frontier AI on solar-plant tasks
3 days, 22 hours ago • 6 min read

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2 days ago

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Explore MLHub

What a GPU Does for Deep Learning

pandas, Polars or DuckDB: Which One for Your Data

Building a Data Portfolio That Gets Interviews

A 12-Month Study Plan for Machine Learning

Setting Up Python, Virtual Environments and Notebooks