Applied Data Science with Python Specialization

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• Coursera specialization taught by University of Michigan. Expected completion Date August 2023

About this Specialization

Introduces learners to data science through the python programming language. This skills-based specialization is intended for learners with a basic python, 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.

General topics include conducting an infertial statistical analysis, discerning whether a data visualization is good or bad, enhancing a data analysis with applied machine learning, and anlyzing the connectivity of a social netwoork.

Applied Data Science with Python Specialization

Certification Overview

	Courses
1.	[Introduction to Data Science](create linked page)
2.	[Applied Plotting, Charting & Data Representation in Python](create linked page)
3.	[Applied Machine Learning in Python](create linked page)
4.	[Applied Text Mining in Python](create linked page)
5.	[Applied Social Network Analysis in Python](create linked page)

Applied Learning Project

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Projects:

Tools: python,

Libraries: pandas, numpy, matplotlib, scikit-learn, nltk,

Resources

Capstone

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Data Science Toolkit

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Instructors

• Christopher Brooks
• Kevyn Collins-Thompson
• V.G. Vinod Vydiswaran
• Daniel Romero