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Artificial Intelligence and Machine Learning
Build the Future with Generative AI
From fundamentals to real-world LLM apps
Understand how generative AI works, then build your own RAG pipeline and chat application — from the core ideas through to deployment.
6Modules
6Lessons
BeginnerLevel
3 monthsDuration
Course outline
01
Introduction to generative AI and LLMs
02
Prompt design and context
03
Embeddings and vector search
04
Building a RAG pipeline
05
Building a chat application
06
Deployment and cost control
Tools you will use
PythonNumPyPandasScikit-learnTensorFlowPyTorchMatplotlibOpenAILangChainHugging Face
