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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

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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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New Course

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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Getting Structured LLM Output

Learn how to generate structured outputs to power production-ready LLM software applications.
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Vibe Coding 101 with Replit

Design, build, and deploy apps with an AI coding agent in an integrated web development environment.
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The Batch

What matters in AI right now

Black toddler sneakers with white soles on wooden floor, featuring Velcro strap and soft inner lining for comfort.
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.
Cartoon of a relaxed man saying “Relax! I’m lazy prompting!” while lounging under a beach umbrella near a stressed coworker at a desk.
Apr 02, 2025

Open Voice-to-Voice With Vision, ChatGPT Creates Emotional Bonds, Human Action in 3D, Web Scrapers Caught in Maze

The Batch AI News and Insights: Contrary to standard prompting advice that you should give LLMs the context they need to succeed, I find it’s sometimes faster to be lazy and dash off a quick, imprecise prompt and see what happens.
Cartoon of a man playing violin saying “I’m fine-tuning!” while a woman at her desk covers her ears, replying “Did you try prompting?”
Mar 26, 2025

Compact Vision-Language with Open Weights, Faster Learning, Diffusion in Few Steps, LLMs Aid Tutors

The Batch AI News and Insights: Fine-tuning small language models has been gaining traction over the past half year.
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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