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 a basic 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.
Text Mining
Python Programming
Pandas
Matplotlib
NumpyData Cleansing
Data Virtualization
Data Visualization (DataViz)
Machine Learning (ML) Algorithms
Machine Learning
Scikit-Learn
Natural Language Toolkit (NLTK)
https://www.coursera.org/specializations/data-science-python
Repository for coursera specialization Applied Data Science with Python by University of Michigan