This repository contains the materials to "Applied Data Science with Python", a specialization provided by University of Michigan through Coursera.

This repository contains python notebooks of assignments and tutorials of courses used in the Applied Data Science with Python Specialization by University of Michigan offered by Coursera.

The 5 courses in this University of Michigan specialization introduce learners to data science through the python programming language. This skills-based specialization is intended for learners who have basic a python or programming background, and 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.

• Course 1: Introduction to Data Science in Python
• Course 2: Applied Plotting, Charting & Data Representation in Python
• Course 3: Applied Machine Learning in Python
• Course 4: Applied Text Mining in Python
• Course 5: Applied Social Network Analysis in Python