Short Course
AI Python for Beginners
Learn Python programming with AI assistance. Gain skills writing, testing, and debugging code efficiently, and create real-world AI applications.
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Grow your AI career with foundational specializations and skill-specific short courses taught by leaders in the field.
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Short Course
Quality and Safety for LLM Applications
Learn how to evaluate the safety and security of your LLM applications and protect against risks. Monitor and enhance security measures to safeguard your apps.
Course
Generative AI for Everyone
Learn how to use generative AI's capabilities & limitations. Get an overview of real-world examples, and impact on business & society for effective strategies.
Short Course
Pair Programming with a Large Language Model
Learn how to prompt an LLM to help improve, debug, understand, and document your code. Use LLMs to simplify your code and enhance productivity.
Short Course
Understanding and Applying Text Embeddings
Learn how to accelerate the application development process with text embeddings for sentence and paragraph meaning.
Short Course
How Business Thinkers Can Start Building AI Plugins With Semantic Kernel
Learn Microsoft's open source orchestrator, Semantic Kernel and use LLM building blocks such as memory, connectors, chains and planners in your apps.
Short Course
Large Language Models with Semantic Search
Learn to use LLMs to enhance search and summarize results, using Cohere Rerank and embeddings for dense retrieval.
Short Course
Building Generative AI Applications with Gradio
Create and demo machine learning applications quickly. Share your app with teammates and beta testers on Hugging Face Spaces.
Short Course
LangChain: Chat with Your Data
Create a chatbot with LangChain to interface with your private data and documents. Learn from LangChain creator, Harrison Chase.
Short Course
LangChain for LLM Application Development
Use the powerful and extensible LangChain framework, using prompts, parsing, memory, chains, question answering, and agents.
Short Course
Building Systems with the ChatGPT API
Learn to break down complex tasks, automate workflows, chain LLM calls, and get better outputs from LLMs. Evaluate LLM inputs and outputs for safety and relevance.
Short Course
ChatGPT Prompt Engineering for Developers
Learn the fundamentals of prompt engineering for ChatGPT. Learn effective prompting, and how to use LLMs for summarizing, inferring, transforming, and expanding.
Specialization
AI for Good
Learn a framework for AI project development. Build models for air quality, wind energy, biodiversity & disaster management. Explore case studies on public health & climate change.
Specialization
Mathematics for Machine Learning and Data Science
Explore the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.
Specialization
Machine Learning Specialization
Learn foundational AI concepts through an intuitive visual approach, then learn the code needed to implement the algorithms and math for ML.
Course
AI for Everyone
Learn about AI technologies and how to use them. Examine AI's societal impact, and learn to navigate this technological shift.