awesome-llm-courses

LLM courses

A curated list of online courses on Large Language Models (LLMs) and Natural Language Processing

A curated list of awesome online courses about Large Langage Models (LLMs)

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Awesome LLM Courses / 🤗 Hugging Face
NLP Course
Community Computer Vision Course (cf. )

Awesome LLM Courses
CodeSignal – Selected LLM/NLP course paths with Cosmo, the AI tutor 🐶✨

Awesome LLM Courses / CodeSignal
Understanding LLMs and Basic Prompting Techniques — 5 lessons — 15 practices — Intermediate
Introduction to Natural Language Processing – 4 courses – 78 practices – Intermediate
Text Classification with Natural Language Processing – 4 courses – 110 practices – Advanced

Awesome LLM Courses
🗣️ Large Language Model Course – Maxime Labonne 39,120 4 months ago

Awesome LLM Courses / 🗣️ Large Language Model Course – Maxime Labonne
🧩 LLM Fundamentals 39,120 4 months ago
🧑‍🔬 The LLM Scientist 39,120 4 months ago
👷 The LLM Engineer 39,120 4 months ago

Awesome LLM Courses / Udacity
Introduction to Large Language Models with Google Cloud – 45 Minutes – Beginner
Introduction to Gen AI Studio with Google Cloud – 20 Hours — Beginner
Introduction to Gemini for Google Workspace – 1 Day – Beginner
Introduction to Image Generation with Google Cloud – 1 Day – Intermediate
Generative AI Fundamentals with Google Cloud – 4 Days – Beginner
Gemini in Gmail – 1 Day – Beginner
Gemini in Google Docs – 1 Day – Beginner
Gemini in Google Meet – 1 Day – Beginner
Gemini in Google Sheets – 1 Day – Beginner
Gemini in Google Slides – 1 Day – Beginner
Gemini API by Google – 3 Days – Intermediate
LLMOps: Building Real-World Applications With Large Language Models – 11 Hours – Intermediate
Transformer Models and BERT Model with Google Cloud – 1 Day – Beginner

Awesome LLM Courses
DeepLearning.AI – Short Courses

Awesome LLM Courses / DeepLearning.AI – Short Courses
Multimodal RAG: Chat with Videos – Intel – 1 Hour – Intermediate
AI Python for Beginners – 4-5 Hours – Beginner
Large Multimodal Model Prompting with Gemini – Google Cloud – 2 Hours – Beginner
Building AI Applications with Haystack – 1 Hour – Intermediate
Improving Accuracy of LLM Applications – Lamini and Meta – 1x Hour – Intermediate
Embedding Models: From Architecture to Implementation – Vectara – 1 Hour – Beginner
Federated Learning – Flower – 2 Hours – Beginner to Intermediate
Pretraining LLMs – Upstage – 1 Hour – Beginner
Prompt Compression and Query Optimization – MongoDB – 1 Hour – Intermediate
Carbon Aware Computing for GenAI Developers – Google Cloud – 1 Hour – Beginner
Function-Calling and Data Extraction with LLMs – Nexusflow – 1 Hour – Intermediate
Building Your Own Database Agent – Microsoft – 1 Hour – Beginner
AI Agents in LangGraph – LangChain, Tavily – 1 Hour – Intermediate
AI Agentic Design Patterns with AutoGen – Microsoft, Penn State University – 1 Hour – Beginner
Introduction to On-Device AI – Qualcomm – 1 Hour – Beginner
Multi AI Agent Systems with crewAI – crewAI – 1 Hour – Beginner
Building Multimodal Search and RAG – Weaviate – 1 Hour – Intermediate
Building Agentic RAG with LlamaIndex – LlamaIndex – 1 Hour – Beginner
Quantization in Depth – Hugging Face – 1 Hour – Intermediate
Prompt Engineering for Vision Models – Comet – 1 Hour – Beginner
Getting Started With Mistral – Mistral AI – 1 Hour – Beginner
Quantization Fundamentals with Hugging Face – Hugging Face – 1 Hour – Beginner
Preprocessing Unstructured Data for LLM Applications – Unstructured – 1 Hour – Beginner
Open Source Models with Hugging Face – Hugging Face – 1 Hour – Beginner
Prompt Engineering with Llama 2 & 3 – Meta – 1 Hour – Beginner
Red Teaming LLM Applications – Giskard – 1 hour – Beginner
JavaScript RAG Web Apps with LlamaIndex – 1 hour – Beginner
Efficiently Serving LLMs – Predibase – 1 hour – Intermediate
Knowledge Graphs for RAG – Neo4j – 1 hour – Intermediate
Serverless LLM apps with Amazon Bedrock – AWS – 1 hour – Intermediate
ChatGPT Prompt Engineering for Developers – OpenAI – 1 hour – Beginner to Advanced
Building Systems with the ChatGPT API – OpenAI – 1 hour – Beginner to Advanced
LangChain for LLM Application Development – LangChain – 1 hour – Beginner
LangChain: Chat with Your Data – LangChain – 1 hour – Beginner
Finetuning Large Language Models – Lamini – 1 hour – Intermediate
Large Language Models with Semantic Search – Cohere – 1 hour – Beginner
Building Generative AI Applications with Gradio – HuggingFace – 1 hour – Beginner
Evaluating and Debugging Generative AI Models Using Weights and Biases – W&B – 1 hour – Intermediate
How Diffusion Models Work – 1 hour – Intermediate
Building Applications with Vector Databases – Pinecone – 1 hour – Beginner
Automated Testing for LLMOps – circleci – 1 hour – Intermediate
LLMOps – Google Cloud – 1 hour – Beginner
Build LLM Apps with LangChain.js – LangChain – 1 hour – Intermediate
Advanced Retrieval for AI with Chroma – Chroma – 1 hour – Intermediate
Reinforcement Learning from Human Feedback – Google Cloud – 1 hour – Intermediate
Building and Evaluating Advanced RAG Applications – LlamaIndex – 1 hour – Beginner
Quality and Safety for LLM Applications – Whylabs – 1 hour – Beginner
Vector Databases: from Embeddings to Applications – Weaviate – 1 hour – Intermediate
Functions, Tools and Agents with LangChain – LangChain – 1 hour – Intermediate
Pair Programming with a Large Language Model – Google – 1 hour – Beginner
Understanding and Applying Text Embeddings – Google Cloud – 1 hour – Beginner
How Business Thinkers Can Start Building AI Plugins With Semantic Kernel – Microsoft – 1 hour – Beginner

Awesome LLM Courses / 🦜🔗 LangChain Academy
Introduction to LangGraph – 40 lessons – 4 hours of video content

Awesome LLM Courses / Cohere
LLM University by Cohere

Awesome LLM Courses
Become an AI Developer – DataCamp

Awesome LLM Courses / Become an AI Developer – DataCamp
Introduction to Large Language Models with GPT & LangChain
Prompt Engineering with GPT & LangChain
Building Multimodal AI Applications with LangChain & the OpenAI API
Semantic Search with Pinecone
Retrieval Augmented Generation with OpenAI API & Pinecone
Building Chatbots with the OpenAI API and Pinecone
Using Open Source AI Models with Hugging Face
Building NLP Applications with Hugging Face
Image Classification with Hugging Face

Awesome LLM Courses / EdX
Databricks: Large Language Models: Application through Production – 6 weeks – 4-10 hours per week
Databricks: Large Language Models: Foundation Models from the Ground Up – 4 weeks – 4-8 hours per week
IBM: Introduction to Generative AI
IBM: Introduction to Prompt Engineering – 3 weeks – 1-3 hours per week
IBM: Models and Platforms for Generative AI – 3 weeks – 1-3 hours per week
IBM: Developing Generative AI Applications with Python – 6 weeks – 1–2 hours per week

Awesome LLM Courses / Coursera
Introduction to Large Language Models – Google Cloud – Approx. 1 hour – Beginner
Encoder-Decoder Architecture – Google Cloud – Approx. 1 hour – Advanced
Build a Chat Application using the PaLM 2 API on Cloud Run – Google Cloud – Project – 90 minutes – Intermediate
Generative AI with Large Language Models – AWS – Approx. 16 hours – Intermediate

Awesome LLM Courses
Scrimba Courses Library – Artificial Intelligence

Awesome LLM Courses / Scrimba Courses Library – Artificial Intelligence
Build AI Apps with ChatGPT, DALL-E and GPT-4 – 4.6 Hours – Intermediate
Deploy AI apps with Cloudflare – 50 Minutes – Intermediate
Intro to AI Engineering – 90 Minutes – Intermediate
Intro to AI Engineering – 90 Minutes – Intermediate
Intro to Mistral AI – 84 Minutes – Intermediate
Learn LangChain.js – 94 Minutes – Intermediate
Learn OpenAI's Assistants API – 30 Minutes – Intermediate
Learn to code with AI – 4.5 Hours – Beginner
Prompt Engineering for Web Developers – 3.1 Hours – Intermediate

Awesome LLM Courses
W&B AI Academy

Awesome LLM Courses / W&B AI Academy
RAG++ : From POC to Production – 75 lessons – 2 hours of video content
Developer's guide to LLM prompting – 25 lessons – 1 hour of video content
LLM Engineering: Structured Outputs – 34 lessons — 1 hour of video content
Building LLM-Powered Apps – 31 lessons – 2 hours of video content
Training and Fine-tuning Large Language Models (LLMs) – 37 lessons – 4 hours of video content
Enterprise Model Management – Cover end-to-end model lifecycle. Include LLM Case Study – 25 lessons – 2.5 hours of video content

Awesome LLM Courses / Google Cloud Skills Boost
Introduction to Generative AI Learning Path

Awesome LLM Courses / Google Cloud Skills Boost / Introduction to Generative AI Learning Path
01 Introduction to Generative AI – Introductory
02 Introduction to Large Language Models – 8 hours – Introductory
03 Introduction to Responsible AI – 8 hours – Introductory
04 Generative AI Fundamentals – 8 hours – Introductory
05 Responsible AI: Applying AI Principles with Google Cloud – 8 hours – Introductory

Awesome LLM Courses / Google Cloud Skills Boost
Generative AI for Developers Learning Path

Awesome LLM Courses / Google Cloud Skills Boost / Generative AI for Developers Learning Path
01 Introduction to Image Generation – 8 hours – Introductory
02 Attention Mechanism – 8 hours – Intermediate
03 Encoder-Decoder Architecture – 8 hours – Intermediate
04 Transformer Models and BERT Model – 8 hours – Introductory
05 Create Image Captioning Models – 8 hours – Intermediate
06 Introduction to Generative AI Studio – 8 hours – Introductory
07 Generative AI Explorer - Vertex AI – 4 hours 15 minutes – Introductory
08 Explore and Evaluate Models using Model Garden – 1 hour – Intermediate
09 Prompt Design using PaLM – 1 hour 30 minutes – Introductory

Awesome LLM Courses
Activeloop

Awesome LLM Courses / Activeloop
LangChain & Vector Databases in Production – 40 hours of learning content
Retrieval Augmented Generation for Production with LangChain & LlamaIndex – 1 hour of high-level video content – 25 hours of learning content
Training & Fine-Tuning LLMs for Production – 1.5 hrs of high-level video content – 40 hours of learning content

Awesome LLM Courses
Full Stack LLM Bootcamp (Spring 2023)

Awesome LLM Courses / Freecodecamp
Learn LangChain.js - Build LLM apps with JavaScript and OpenAI – Approx. 1 hour 30 minutes

Awesome LLM Courses / DAIR.AI
LLMOps: Building Real-World Applications With Large Language Models – Intermediate
Prompt Engineering Course

Awesome LLM Courses / The Chinese University of HongKong, Shenzhen
CSC 6201/CIE 6021 Large Language Models – Slides from 10 lectures

Awesome LLM Courses
NVIDIA – Self-Paced Courses

Awesome LLM Courses / NVIDIA – Self-Paced Courses
Generative AI Explained – 2 Hours – Technical - Beginner
Augmenting LLMs using Retrieval Augmented Generation – 1 Hour – Technical - Beginner
Building RAG Agents for LLMs – 8 Hours – Technical - Intermediate

Awesome LLM Courses
Weaviate Academy

Awesome LLM Courses / Weaviate Academy
PY_101T: Text data with Weaviate – Python – Project-based
PY_101V: Your own vectors with Weaviate – Python – Project-based
PY_101M: Multimodal data with Weaviate – Python – Project-based
PY_220: Flexible data representation: Named vectors – Python – Project-based
PY_230: Vector indexes – Python
PY_250: Vector compression for improved efficiency – Python
PY_275: Text tokenization – Python
PY_280: Multi-tenancy – Python
TS_100: Intro to Weaviate with TypeScript (or JavaScript) – TypeScript – Project-based

Awesome LLM Courses
Web Security Academy by Portswigger (the creators of Burp Suit)

Awesome LLM Courses / Web Security Academy
Web LLM attacks – Short course + 4 labs

Awesome LLM Courses
Neo4j Generative AI Courses

Awesome LLM Courses / Neo4j Generative AI Courses
Neo4j & LLM Fundamentals – 4 Hours
Introduction to Vector Indexes and Unstructured Data – 2 Hours
Build a Neo4j-backed Chatbot using Python – 2 Hours - Feat. Langchain and Streamlit
Build a Neo4j-backed Chatbot with TypeScript – 6 Hours - Feat. Langchain and Next.js
Building Knowledge Graphs with LLMs – 2 Hours

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