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

Home Page: https://www.coursera.org/specializations/data-science-python

License: Apache License 2.0

data-cleansing data-virtualization machine-learning machine-learning-algorithms matplotlib natural-language-toolkit numpy pandas python-programming scikit-learn text-mining

applied-data-science-with-python-specialization's Introduction

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

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