Notebook samples - Generative AI short courses - deeplearning.ai
Curated List: Elevate your Generative AI expertise with a carefully curated selection of Andrew Ng's GenAI courses. Expand your skill set through focused modules offered by DeepLearning.AI
Go beyond the chat box. Use API access to leverage LLMs into your own applications, and learn to build a custom chatbot.
Level : Beginner to Advanced
📌 Link : https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/
Level up your use of LLMs. Learn to break down complex tasks, automate workflows, chain LLM calls, and get better outputs.
Level : Beginner to Advanced
📌 Link : https://learn.deeplearning.ai/chatgpt-building-system/lesson/1/introduction
The framework to take LLMs out of the box. Learn to use LangChain to call LLMs into new environments, and use memories, chains, and agents to take on new and complex tasks.
Level : Beginner
📌 Link: https://learn.deeplearning.ai/courses/langchain/lesson/1/introduction
Create a chatbot to interface with your private data and documents using LangChain.
Level : Beginner
📌 Link : https://www.deeplearning.ai/short-courses/langchain-chat-with-your-data/
Create and demo machine learning applications quickly. Share your app with the world on Hugging Face Spaces.
Level : Beginner
📌 Link : https://www.deeplearning.ai/short-courses/building-generative-ai-applications-with-gradio/
Learn MLOps tools for managing, versioning, debugging and experimenting in your ML workflow.
Level : Intermediate
📌 Link : https://www.deeplearning.ai/short-courses/evaluating-debugging-generative-ai/
Learn and build diffusion models from the ground up. Start with an image of pure noise, and arrive at a final image, learning and building intuition at each step along the way.
Level : Intermediate
📌 Link : https://learn.deeplearning.ai/diffusion-models/lesson/1/introduction
Learn to finetune an LLM in minutes and specialize it to use your own data
Level : Intermediate
📌 Link : https://www.deeplearning.ai/short-courses/finetuning-large-language-models/
Learn LLMOps best practices as you design and automate the steps to tune an LLM for a specific task and deploy it as a callable API. In the course, you'll tune an LLM to act as a question-answering coding expert.
Level : Begginer
📌 Link : https://learn.deeplearning.ai/courses/llmops/lesson/1/introduction
Learn advanced retrieval techniques to improve the relevancy of retrieved results.
Level : Intermediate
📌 Link : https://learn.deeplearning.ai/courses/advanced-retrieval-for-ai/lesson/1/introduction