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Workbook: Machine Learning

In Portuguese

The workbook is written in Portuguese, like the class handouts. The formulas, code and scikit-learn names are the same as in the lessons.

One activity per lesson, to do on paper: all 27 lessons, F1 to E5 (U4 and U5 include their sub-pages). Each activity opens with the lesson's question and a short summary of what you need to know, followed by exercises of increasing difficulty (warm-up, practice and challenge) and boxes with a QR code that open the lesson's simulator. Worked answers are at the end of the workbook, with the reasoning and the most common mistake.

Use it to review after each lesson and to practice for the final exam. While you work, the cheat sheet has the formulas and the code for each step.

Download the workbook (PDF) Cheat sheet

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