Skip to content

This repository to serve as a public record of my 5 courses of study at 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, inf…

Notifications You must be signed in to change notification settings

garynth41/Applied-Data-Science-with-Python-Specialization

Repository files navigation

Applied Data Science with Python Specialization, University of Michigan

Gain new insights into your data . Learn to apply data science methods and techniques, and acquire analysis skills.

About this Specialization

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.

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

WHAT I LEARNED:

  1. Analyze the connectivity of a social network
  2. Conduct an inferential statistical analysis
  3. Discern whether a data visualization is good or bad
  4. Enhance a data analysis with applied machine learning

SKILLS GAINED:

  • Text Mining
  • Python Programming
  • Pandas
  • Matplotlib

About

This repository to serve as a public record of my 5 courses of study at 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, inf…

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published