scikit-learn User Guide

Category

Classical machine learning

Provider

scikit-learn

Type

course

Level

Advanced

Topic

AI / ML / Deep Learning

Track

AI / ML / Deep Learning

Section

Learning path

Format

Documentation

Status

publishable

Commercial

link-only

Featured

no

Fast start

no

Sequence

nan

Priority

A

Primary source

mega_open_hub

Sources

mega_open_hub

ID

fa8f118672eae190

scikit-learn documentation

scikit-learn

Still the fastest way to build strong baselines and classical ML systems.

scikit-learn Getting Started

scikit-learn

Shortest path into classical ML workflows for fitting, evaluating, and preprocessing models.

PyTorch: Learn the Basics

PyTorch

Best starting point for custom training, experiments, and research code.

Hugging Face Learn

Hugging Face

Covers transformers, LLMs, agents, CV, audio, RL, and more with modern tooling.

PyTorch Tutorials

PyTorch

Official tutorials spanning beginner fundamentals through deployment and advanced workflows.

OpenAI Spinning Up in Deep RL

OpenAI

Educational package for becoming a practitioner in deep reinforcement learning.

OpenAI Spinning Up

OpenAI

High-quality RL theory-to-implementation bridge.

Hugging Face Deep RL Course

Hugging Face

Completely free and open deep reinforcement learning course with practical labs.

Hugging Face Agents Course

Hugging Face

Beginner-to-expert course on understanding, using, and building AI agents.

Hugging Face LLM Course

Hugging Face

Hands-on route into NLP and large language models using the Hugging Face ecosystem.

Google ML Crash Course - LLM Module

Google

Focused module on large language model concepts, training, context, self-attention, and fine-tuning basics.

Deep Learning Book

Goodfellow, Bengio, Courville

Canonical deeper reference once you have basic practice.