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Whether you're completely new to AI or are looking to add generative AI skills to your tool belt, we've got you covered.
Introduction to Large Language Models with GPT & LangChain
Learn the fundamentals of working with large language models and build a bot that analyzes data.
Prerequisites: Intermediate Python, knowledge of Python
Prompt Engineering with GPT & LangChain
Learn prompt engineering best practices while using ChatGPT to analyze the sentiment of financial news headlines and Reddit comments.
Prerequisites: Intermediate Python
Building Multimodal AI Applications with LangChain & the OpenAI API
Combine the power of text and audio AI models to build a bot that answers questions about YouTube videos.
Prerequisites: Intermediate Python
Semantic Search with Pinecone
Learn the fundamentals of text embedding and vector databases with Pinecone to build a simple search engine.
Prerequisites: Intermediate Python, knowledge of Python
Retrieval Augmented Generation with OpenAI API & Pinecone
Build a movie recommender system using the OpenAI API & Pinecone and learn key techniques to minimize hallucinations and ensure factual answers.
Prerequisites: Intermediate Python
Building Chatbots with the OpenAI API and Pinecone
Build a chatbot with long term memory using the OpenAI API & PineCone and use it to answer questions about research papers.
Prerequisites: Intermediate Python
Using Open Source AI Models with Hugging Face
Deep dive into open source AI, explore the Hugging Face ecosystem, and build an automated image captioning system.
Prerequisites: Intermediate Python, knowledge of PyTorch or similar packages
Building NLP Applications with Hugging Face
Perform a variety of NLP tasks from sentiment analysis to clustering with Hugging Face, and build a bot that generates marketing copy for a fashion retailer.
Prerequisites: Intermediate Python, knowledge of PyTorch or similar packages
Image Classification with Hugging Face
Deep dive into open source computer vision models with Hugging Face and build an image recognition system from scratch.
Prerequisites: Intermediate Python, knowledge of PyTorch or similar packages
- Build in-demand AI skills
Learn the most important packages and tools for working with AI, including the OpenAI API, Hugging Face, Pinecone, & LangChain, for free!
- Learn from cutting edge experts
Learn AI skills from leading experts at Microsoft, Pinecone, DataCamp, Imperial College, and more.
- Coding-first lessons
We've designed these code-alongs for coders by coders. Anyone with intermediate Python knowledge can jump in and start learning.
