This is a comprehensive guide to the book commonly referred to as , the Portuguese translation of Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig.
| Week | Chapters | Key practical exercises | |------|----------|--------------------------| | 1–2 | 1, 2, 3 | Implement BFS/DFS in Python | | 3 | 4, 5 | A* search on a grid; minmax for tic-tac-toe | | 4–5 | 6, 7, 8 | Propositional logic resolution | | 6–7 | 11, 12, 13 | Build a Bayesian network (pgmpy library) | | 8–9 | 15, 16, 17 | Decision tree (scikit-learn); small CNN (PyTorch) | | 10 | 18 | Q-learning for taxi problem (OpenAI Gym) | | 11 | 19, 20 | Sentiment analysis with Hugging Face transformers | | 12 | 22, 23 | Ethics debate + robotics simulation (Webots) | Inteligencia Artificial Uma Abordagem Moderna 4 Edicao Pdf
| Feature | 4th Edition (Portuguese) | 3rd Edition (fake “4th”) | |---------|--------------------------|---------------------------| | | Chapter 17 exists | No – only basic neural nets | | NLP with transformers | Chapter 19 mentions BERT/GPT | Maximum N-grams and HMMs | | AI ethics section | Chapter 23 (extensive) | Brief paragraph | | Page count | ~1150 pages | ~1100 pages | | Publication year on copyright page | 2020 or later | 2009 or 2010 | | ISBN (Brazilian Portuguese) | 978-8543026879 (4th) | 978-8579360826 (3rd) | 6. Recommended study path using this book (self-learners) If you obtain the 4th edition PDF legally, here’s a 12-week plan: This is a comprehensive guide to the book
The book’s (aima-python) is available legally on GitHub – search for aima-python (3rd ed code) or aima4e (unofficial 4th ed implementations). 7. Alternatives to the 4th edition PDF If you cannot obtain the official Portuguese 4th edition PDF legally: 17 | Decision tree (scikit-learn)