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Category Deep Dive•9 Resources

AI & Machine Learning

Neural network fundamentals, LLM inference, prompt engineering, agents, and deep learning systems.

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Curated Resources in AI & Machine Learning

Showing 9 results
Preview of TrenTorch
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TrenTorch

AI & Machine Learning•Interactive

Build machine learning frameworks from scratch by hand

Intermediate
Free
Preview of Fanout
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Fanout

AI & Machine Learning•Platform

Mapped technical learning across AI research, systems, and ML math

Advanced
Free
Preview of Inference Engineering
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Inference Engineering

AI & Machine Learning•Guide

Deep-dive technical guide to LLM inference optimization & runtime mechanics

Advanced
Free
Preview of AI Advent Calendar
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AI Advent Calendar

AI & Machine Learning•Interactive

25 interactive daily lessons to master modern generative AI concepts

Beginner
Free
Preview of Fast.ai
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Fast.ai

AI & Machine Learning•Course

Practical deep learning for coders from the top down

Intermediate
Free
Preview of Learn Inference
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Learn Inference

AI & Machine Learning•Interactive

An interactive guide to serving generative AI models in production

Advanced
Free
Preview of Learn Kernels
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Learn Kernels

AI & Machine Learning•Interactive

Interactive book on GPU kernels and inference performance traced to primary sources

Advanced
Free
Preview of TensorTonic
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TensorTonic

AI & Machine Learning•Platform

The hands-on platform to master machine learning through code and GPU sandboxes

Intermediate
Freemium
Preview of AI Engineering from Scratch
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AI Engineering from Scratch

AI & Machine Learning•Course

Build production AI systems from first principles across 500+ free lessons

Intermediate
Free