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Applied Data Science with Python Specialization

University of Michigan 5-course specialization covering Python data science, machine learning, NLP, and social network analysis with hands-on projects.

by Christopher Brooks4.5 (34,314 reviews)458,753 students137h120 lessons

Technologies & Tools

python
data-science
machine-learning
nlp
pandas

Dev AI Expertise Covered

Data Analysis
Machine Learning
NLP
Social Network Analysis
Data Visualization
Pandas
scikit-learn
Pros
University of Michigan quality
Hands-on sklearn and pandas projects
5-course deep dive with capstone
Cons
-Some math-light sections may not satisfy researchers
-Overlaps with IBM Data Science Professional Certificate

Prerequisites

  • Basic Python
  • Some statistics knowledge

Instructor

C

Christopher Brooks

Senior Lecturer at University of Michigan School of Information, teaching data science and analytics.

Course Details

LanguageEnglish
Duration137h
Lessons120
CertificateYes