Introduction to Data Science with Python
with Harvard
Regression and prediction from first principles.
Start here if you have never written Python.
An introduction to programming using Python, covering functions, variables, conditionals, loops, exceptions, libraries, unit tests, file I/O, regular expressions and object-oriented programming.
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Harvard University publishes a large share of its computer science and data science teaching openly, through Harvard Online and edX. The CS50 family is its best known series and is free to take, with a paid certificate option.
If you have never written Python, start here. It is thorough, well taught, and the problem sets are the reason it works.
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with Harvard
Regression and prediction from first principles.
with Harvard
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Taking models from notebook to production.
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