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Jan 8 |
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Quick burst. Syllabus and first demo |
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Jan 10 |
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Python and lab environments |
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Jan 12 |
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Core language features |
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Jan 17 |
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Practicing core language features |
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Jan 19 |
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Thinking carefully. Types |
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Jan 22 |
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Boolean values and operations |
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Jan 24 |
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State, invariants, assertions |
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Feb 7 |
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Searching and sorting |
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Feb 9 |
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More searching and sorting |
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Feb 16 |
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Data structures and files. Dictionaries |
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Feb 21 |
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Working with language statistics |
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Mar 11 |
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Libraries. Working with libraries |
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Mar 13 |
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Numpy and Matplotlib. Arrays |
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Mar 15 |
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Adventure game revisited |
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Mar 22 |
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Vectorized operations |
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Mar 25 |
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Indexing and vectorized operation practice |
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Apr 5 |
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Matrix multiplication |
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Apr 8 |
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Gaussian elimination |
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Apr 10 |
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Principal component analysis |
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Apr 12 |
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Pandas. Introduction |
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Apr 15 |
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Pandas data structures |
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Apr 19 |
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Pandas data wrangling |
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Apr 22 |
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Sklearn. Machine learning basics |
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