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Michael Logothetis's Projects

10-steps-to-become-a-data-scientist icon 10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

2014 icon 2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2014_data icon 2014_data

Data directory for the CS109 Data Science course

2015 icon 2015

Public material for CS109

2015lab11 icon 2015lab11

Overview of a project: Food Inspection Forecasting

2015lab4 icon 2015lab4

Lab for Linear and Logistic Regression, SciKit Learn

2015lab7 icon 2015lab7

Decison Trees, Random Forrests, Ensemble Methods

a-2017 icon a-2017

Public Repository for cs109a, 2017 edition

cerberus icon cerberus

Lightweight, extensible data validation library for Python

ciml icon ciml

A Course in Machine Learning

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