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awesome-ml-courses

awesome-ml-courses

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Project Description

Awesome free machine learning and AI courses with video lectures.

Project Information

Created on 5/8/2020

Updated on 11/2/2025

Large Language Models

Open Source LLMs
AI Assistant
Code Generation
Multimodal AI
Browse Categories

Retrieval Augmented Generation

RAG Retrieval
Vector Search
Semantic Search
Knowledge Graph
Document Q&A

AI Content Generation

Image Generation
Audio Processing
Video Generation
3D Modeling
Art Creation

AI Agents

Agent Framework
Workflow Automation
Multi-Agent Systems
Task Planning
Decision Intelligence

Conversational AI

AI Assistant
Chatbot
Customer Service
Multimodal Chat
Voice Assistant

Data Analysis

Data Mining
Predictive Analytics
Data Visualization
AutoML
Feature Engineering

Development Tools

Code Generation
Code Completion
Code Review
Test Automation
DevOps

Deployment & Operations

Model Deployment
Containerization
Edge Computing
Monitoring
Performance Optimization

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Technical Guides

Building RAG Applications: From Basics to Production
Mastering AI Agents: Architecture and Implementation
MCP vs RAG: Understanding Their Applications and Differences in LLMs
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Top 10 Open Source AI Libraries in 2025: Unlocking the Power of AI for All
Top 10 Open-Source Large Language Models (LLMs) in 2025: Complete Guide for Developers and Enterprises
RAG Meaning AI Deep Dive: Understanding the Power of Retrieval-Augmented Generation

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