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Free Generative AI workshop
A two-hour live session for beginners. Learn the basics of Generative AI and build your first app with LangChain.
Resources
Everything Data Is Easy offers outside the tutorials, plus the official documentation we point learners to most often.
From Data Is Easy
Tutorials Free
Browse tutorials
Free tutorial library
Step-by-step lessons in Python, statistics, machine learning and Generative AI, each with runnable code and an exercise.
Official documentation
The primary sources behind the tools taught in the tutorials and the course. Bookmark these.
The Python tutorialThe official introduction to Python from the Python Software Foundation.Python(opens in a new tab)pandas user guideHow to load, clean, reshape and summarise tabular data.Python(opens in a new tab)NumPy for absolute beginnersArrays, maths and the numerical foundation under pandas and scikit-learn.Statistics(opens in a new tab)Python statistics moduleMean, median, mode, standard deviation and more in the standard library.Statistics(opens in a new tab)scikit-learn user guideModels, preprocessing and evaluation for classical machine learning.Machine Learning(opens in a new tab)Hugging Face documentationTransformers, datasets, model hub and Spaces.Generative AI(opens in a new tab)LangChain documentationBuilding LLM applications, agents and RAG pipelines.Generative AI(opens in a new tab)Ollama documentationRun open-source language models on your own computer.Generative AI(opens in a new tab)