https://www.coursera.org/specializations/data-science-python Repository for Coursera specialization Applied Data Science with Python by University of Michigan 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.
Introduction to Data Science in Python (course 1), Applied Plotting, Charting & Data Representation in Python (course 2), and Applied Machine Learning in Python (course 3) , should be taken in order and prior to any other course in the specialization.
After completing those, courses 4 and 5 (Applied Text Mining in Python , Applied Social Network Analysis in Python ) can be taken in any order. All 5 are required to earn a certificate.