python
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Resources
ChatGPT Prompt Engineering for Developers
Andrew Ng and Isa Fulford's free hands-on course teaching developers how to use the OpenAI API effectively — covering prompting techniques, iterative refinement, summarisation, classification, and chaining.
IBM Data Science Professional Certificate
IBM's 10-course professional certificate covering the complete data science workflow — Python, SQL, data visualisation, machine learning, and deploying AI models — with hands-on labs and projects.
Automate the Boring Stuff with Python
The most popular practical Python automation book — teaching how to automate repetitive tasks including file handling, web scraping, spreadsheets, email, and PDF processing.
Data Analysis with Python — Full Course
Comprehensive freeCodeCamp course covering data analysis with Python using Pandas, NumPy, Matplotlib, and Seaborn — the essential toolkit for AI data pipelines.
LangChain Explained in 13 Minutes
A concise, hands-on introduction to LangChain — the most popular framework for building LLM-powered applications and AI agents in Python.
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
The definitive practical guide to machine learning in Python. Géron walks from scikit-learn fundamentals through deep neural networks and reinforcement learning using real datasets and working code — the book practitioners actually keep on their desks.
Streamlit
Build data apps in Python with minimal code.
Ray
Unified framework for scaling AI and Python workloads.
Keras
High-level neural networks API for fast experimentation.
Phidata
Build AI assistants with memory, knowledge, and tools.
Deepnote
AI-powered data science notebooks for teams with collaboration.
Mode Analytics
Collaborative analytics platform with SQL, Python, and visualization.
Hex
Collaborative data workspace with AI-powered analysis and notebooks.
scikit-learn
Simple and efficient tools for predictive data analysis in Python.
PyTorch
Meta's flexible deep learning framework for research and production.
TensorFlow
Google's open-source platform for machine learning model development.
CrewAI
Framework for orchestrating role-playing autonomous AI agents.
Fast.ai Deep Learning Course
Practical deep learning for coders - learn to build real AI applications.