Recitation #1 Tel Aviv University 2016/2017 Slava Novgorodov

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Presentation transcript:

Recitation #1 Tel Aviv University 2016/2017 Slava Novgorodov Intro to Data Science Recitation #1 Tel Aviv University 2016/2017 Slava Novgorodov

Administrative Office Hours: TBD Course website: http://slavanov.com/teaching/ds1617b/ Homeworks: 3 (see schedule on course site) Mostly programming tasks (Python 3) Submission in pairs (by email) Final grade: 70% exam, 30% exercises

Today’s lesson Introduction to Data Science: Hands-on Data Science with Python Data Understanding Querying data Dealing with missing data Visualization of data

Data Science with Python version: 3 Libraries: Pandas NumPy scikit-learn matplotlib … Both working in jupyter or in IDE are fine! Anaconda package is recommended!

Recitation structure Usage of relevant part of the library – demonstration using simple examples Hands-on solution of real-world problems

Let’s code!

References http://pandas.pydata.org/ http://www.numpy.org/ http://scikit-learn.org http://matplotlib.org/ https://anaconda.org/

Questions?