Applied Data Science with Python

This skills-based specialization is intended for learners who want to apply statistical, machine learning, information visualization, text analysis, and social network analysis techniques through popular Python toolkits such as pandas, matplotlib, scikit-learn, nltk, and networkx to gain insight into their data.

Contents

Introduction to Data Science in Python.

Applied Plotting, Charting & Data Representation in Python.

Applied Machine Learning in Python.

Applied Text Mining in Python.

Applied Social Network Analysis in Python.

Resources

Applied Data Science with Python - Coursera

Python Data Science Handbook by Jake VanderPlas

Foundations of Data Science - UC Berkeley