AI Engineers possess a good understanding of programming, software engineering, and data science, and use different tools and techniques to process data to develop and maintain AI systems.
- 🎓 LLM Bootcamp - Spring 2023
- 🧠 DeepLearning AI
- 🤖 Microsoft Copilot Learning
- ☁️ Amazon Generative AI
- 🌐 Google Cloud Skills
- 🎮 NVIDIA Learn
- 🔷 Oracle Cloud
- 📘 IBM AI Learn
Learn best practices and tools for building LLM-powered apps, covering the full stack from prompt engineering to user-centered design.
| 📑 Course Name | 📝 Description | 🔗 Link |
|---|---|---|
| Launch an LLM App in One Hour | Brief overview of the course content | Course Link |
| LLM Foundations | Introduction to the basics of LLMs | Course Link |
| Learn to Spell: Prompt Engineering | Techniques for effective prompting | Course Link |
| Augmented Language Models | Enhancing LLMs with tools and data | Course Link |
| Project Walkthrough: askFSDL | Step-by-step guide for the project | Course Link |
| UX for Language User Interfaces | Designing intuitive LLM interactions | Course Link |
| LLMOps | Deployment and management of LLM solutions | Course Link |
| What's Next? | Future directions in LLM development | Course Link |
| Reza Shabani: Train Your Own LLM | Deep dive into LLM training | Course Link |
| Harrison Chase: Agents | Building LLM-powered agents | Course Link |
| Fireside Chat with Peter Welinder | Insights from an industry leader | Course Link |
| 📚 Course Title | 🎯 Description | 🔗 Link |
|---|---|---|
| AI for Everyone | Non-technical course for understanding AI technologies | Access Course |
| Generative AI for Everyone | Learn how generative AI works and its applications | Access Course |
| Generative AI with LLMs | Learn fundamentals and real-world applications | Access Course |
| MLOps Specialization | Learn to build and maintain production ML systems | Access Course |
| 📘 Course Title | 🎯 Description | 🔗 Link |
|---|---|---|
| ChatGPT Prompt Engineering | Developer-focused course | Learn More |
| Prompt Engineering with Llama 2 | Explore prompt design for Llama 2 | Learn More |
| Master Prompt Engineering | Comprehensive course by experts | Learn More |
| Introductory Prompt Engineering | Beginner-friendly guide | Learn More |
| The Prompt Engineering Guide | Detailed resource | Learn More |
| 📺 Course Title | 🔗 Link |
|---|---|
| RAG From Scratch - LangChain |  |
| RAGHack 2024 | |
| RAG Tutorial Series | |
| Master RAG in 5 Hours | |
| 📚 Course Title | 🎓 Channel | 🔗 Link |
|---|---|---|
| AI 4 Every 1 | Murtaza's Workshop | |
| Generative AI Full Course | Freecodecamp | |
| Gen AI Tutorial For Beginners | Codebasics | |
| LLM Course | IIT Madras BS Degree | |
| Genartive AI News | Krish Naik | |
| LLM Crash Course | Neural Hacks with Vasanth | |
| Microsoft Developer | Full Series GenAI | |
| 📂 Material | 🔗 Link |
|---|---|
| Indepth-GENAI | Repository |
| CampusX Courses | Repository |
| Building LLM Applications | Repository |
| 📚 Repository | 🔗 Link |
|---|---|
| Microsoft's GenAI for Beginners | Explore |
| Google Cloud Platform GenAI | Explore |
| Awesome Generative AI | Explore |
| Awesome GenAI | Explore |
| Learn Generative AI | Explore |
| GenAI Research Papers | Explore |
| GenAI Projects | Explore |
| Awesome RAG | Explore |
| 📚 Course Name | 📝 Description | 🔗 Link |
|---|---|---|
| Introduction to Generative AI | Foundational GenAI concepts | Start Learning |
| Intro to Large Language Models | LLM fundamentals and applications | Start Learning |
| Introduction to Responsible AI | AI ethics and principles | Start Learning |
| Prompt Design in Vertex AI | Master prompt engineering | Start Learning |
| Applying AI Principles | Practical responsible AI | Start Learning |
| Image Generation | Diffusion models deep dive | Start Learning |
| Attention Mechanism | Advanced ML concepts | Start Learning |
| Encoder-Decoder Architecture | Advanced ML architecture | Start Learning |
| Transformer Models and BERT | Advanced NLP models | Start Learning |
| Image Captioning Models | Computer vision and NLP | Start Learning |
| Generative AI Studio | Vertex AI tools and features | Start Learning |
| GenAI Explorer - Vertex AI | Hands-on labs | Start Learning |
| 📚 Course Title | 📝 Description | 🔗 Link |
|---|---|---|
| Python for Data Science | Foundation Python skills | Start Learning |
| AI Solutions with Azure ML | Azure ML development | Start Learning |
| Responsible AI Principles | Ethical AI development | Start Learning |
| Azure OpenAI Service | GenAI and LLM fundamentals | Start Learning |
| AI for Beginners | 12-week curriculum | Start Learning |
| Custom ML Models | Azure ML model creation | Start Learning |
| Azure AI Apps | AI services and virtual agents | Start Learning |
| Azure AI Fundamentals | Comprehensive AI basics | Start Learning |
| GitHub Copilot | AI-powered development | Start Learning |
| 📚 Course Name | 📝 Description |
|---|---|
| Generative AI Foundations | Deep dive into foundation models |
| Amazon CodeWhisperer | AI coding companion introduction |
| AWS Jam Journey | Hands-on CodeWhisperer practice |
| Prompt Engineering Foundations | Mastering prompt design |
| Low-Code ML on AWS | Simplified machine learning |
| Language Models on AWS | Building custom language models |
| Amazon Transcribe | Speech-to-text services |
| Amazon Bedrock | Building GenAI applications |
| 📚 Course Title | 📝 Description | 🔗 Link |
|---|---|---|
| OCI Generative AI Professional | Comprehensive GenAI expertise | Start Learning |
| OCI AI Foundations Associate 2024 | Foundational AI concepts | Start Learning |
💡 Note: This repository is actively maintained and regularly updated with the latest resources in Generative AI. Star ⭐ the repository to stay updated with the latest content!