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Builder Foundations

Start here for the quickest ramp from concepts to working systems.

Agentic Systems

Learn planning, tool use, memory design, and orchestration patterns.

Production Readiness

Ship safely with evaluation, latency tuning, and reliability playbooks.

Research to Practice

Bridge the gap between papers and production-ready implementations.

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Course

LLMOps

Structured course covering production, evaluation, mlops.

production evaluation +2
Course

Practical AI Ethics by Fast.ai

Course on ethical considerations in AI development, bias detection, fairness, and responsible AI practices.

ethics responsible-ai +2
Course

Full Stack Deep Learning

Build and deploy production ML systems. Covers MLOps, testing, infrastructure, and team collaboration.

mlops production +3
Course

Spinning Up in Deep RL by OpenAI

Educational resource for learning deep reinforcement learning. Includes tutorials, papers, and code examples.

reinforcement-learning agents +3
Course

TensorFlow 2.0 Complete Guide

Master TensorFlow 2.0 for building and deploying ML models. Covers Keras, TF Lite, and TF.js.

tensorflow deep-learning +3
Course

ChatGPT Prompt Engineering for Developers

Official course on prompt engineering by OpenAI and DeepLearning.AI. Learn to build with GPT models effectively.

prompt-engineering chatgpt +3
Course

Stanford CS224N: NLP with Deep Learning

Graduate-level NLP course covering word vectors, neural networks, attention, transformers, and question answering.

nlp stanford +3
Course

Hugging Face NLP Course

Complete course on NLP using transformers. Covers BERT, GPT, T5, and fine-tuning for various tasks.

nlp transformers +3
Course

Deep Learning Specialization

Andrew Ng's comprehensive deep learning course covering neural networks, CNNs, RNNs, and more. 5-course specialization.

deep-learning neural-networks +3
Course

Elements of AI - Free Online Course

Finland's free AI fundamentals course for non-programmers. Over 750,000 students. Covers AI basics, ethics, and...

fundamentals beginner +2
Course

AI For Everyone by Andrew Ng

Non-technical introduction to AI. Learn what AI can and cannot do, how to spot AI opportunities, and work with an AI...

fundamentals beginner +3
Course

Machine Learning Crash Course by Google

Fast-paced, practical introduction to machine learning with TensorFlow. Includes video lectures, real-world case...

fundamentals machine-learning +3