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Andrew Ng
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Machine Learning Specialization

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Generative AI for Everyone

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ChatGPT Prompt Engineering for Developers

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Data Engineering

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Generative AI for Software Development

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Mathematics for Machine Learning and Data Science

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AI Python for Beginners

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Multi AI Agent Systems with crewAI

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Multimodal RAG: Chat with Videos

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Building Code Agents with Hugging Face smolagents

Build agents that write and execute code to perform complex tasks
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Building AI Browser Agents

Build agents that navigate and interact with websites, and learn how to make them more reliable.
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Python for Data Analytics

Course 3 of the Data Analytics Professional Certificate is live! Go from writing your first line of code to building real-world analyses using Python.
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The Batch

What matters in AI right now

Code snippet showing ‘Keep Building!’ printed in multiple programming languages including Python, Java, JavaScript, and C++.
Apr 23, 2025

OpenAI’s Five New Models, Hugging Face’s Open Robot, U.S. Tightens Grip on AI Chips, Text-Only LLMs Go Multimodal

The Batch AI News and Insights: Even though I’m a much better Python than JavaScript developer, with AI assistance, I’ve been writing a lot of JavaScript code recently.
Cartoon of two coworkers coding; one struggles with evaluations, the other iterates quickly through model updates and test cases.
Apr 16, 2025

Google Unveils Gemini 2.5, MCP Gains Momentum, Behind Sam Altman’s Fall and Rise, LLMs That Understand Misspellings

The Batch AI News and Insights: I’ve noticed that many GenAI application projects put in automated evaluations (evals) of the system’s output probably later — and rely on humans to manually examine and judge outputs longer — than they should.
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Apr 09, 2025

Inside the Mind of Claude, Llama 4’s Mixture of Vision-Language Experts, More Open Multimodal Models, Neural Net for Tabular Data

The Batch AI News and Insights: I am so sorry that the U.S. is letting down our friends and allies.
Free Resources

Get Started with AI and Machine Learning

How to Build Your Career in AI

A practical roadmap to building your career in AI from AI pioneer Andrew Ng

Machine Learning Yearning

An introductory book about developing ML algorithms.

A Complete Guide to Natural Language Processing

A comprehensive guide covering all you need to know about NLP.

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