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AI Courses and Specializations

Build a foundation of machine learning and AI skills, and understand how to apply them in the real world.

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

Specialization

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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New Short Course

MCP: Build Rich-Context AI Apps with Anthropic

Build AI apps that access tools, data, and prompts using the Model Context Protocol.
New! Data Analytics Professional Certificate Course 4

Data I/O and Preprocessing with Python and SQL

Work with real-world data as it exists in practice: messy, unstructured, and spread across sources.
New Short Course

Building AI Voice Agents for Production

Build responsive, scalable, and human-like AI voice applications.
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The Batch

What matters in AI right now

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May 14, 2025

Recipes For Reasoning, Open and Compact Code Generator, Looser AI Regulations, More Factual Output

The Batch AI News and Insights: AI’s ability to make tasks not just cheaper, but also faster, is underrated in its importance in creating business value.
Blue performance gauge with needle pointing to maximum, indicating high level or peak performance.
May 7, 2025

ChatGPT Grovels, Qwen3 Takes on DeepSeek-R1, Johnson & Johnson Reveals AI Strategy, Easy Reasoning Hack

The Batch AI News and Insights: I’m delighted to announce that AI Fund has closed $190M for our new fund, in an oversubscribed round.
Basketball 3-point shooting chart with AI-generated student portraits and stats for volume and accuracy.
Apr 30, 2025

OpenAI’s Hit Image Generator, Hot AI Startups, Better Recommendations, Music Generation for Pros

The Batch AI News and Insights: I hope we can empower everyone to build with AI.
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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