About this Specialization

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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. 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 can be taken in any order. All 5 are required to earn a certificate.
Learner Career Outcomes
36%
Started a new career after completing this specialization.
23%
Got a pay increase or promotion.
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Approx. 5 months to complete
Suggested 7 hours/week
English
Learner Career Outcomes
36%
Started a new career after completing this specialization.
23%
Got a pay increase or promotion.
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Approx. 5 months to complete
Suggested 7 hours/week
English

There are 5 Courses in this Specialization

Course1

Course 1

Introduction to Data Science in Python

4.5
stars
22,445 ratings
5,028 reviews
Course2

Course 2

Applied Plotting, Charting & Data Representation in Python

4.5
stars
5,290 ratings
885 reviews
Course3

Course 3

Applied Machine Learning in Python

4.6
stars
6,711 ratings
1,205 reviews
Course4

Course 4

Applied Text Mining in Python

4.3
stars
3,221 ratings
609 reviews

Offered by

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University of Michigan

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