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Data Science Advanced

Demo: Data Analysis with Python

Pandas, NumPy, visualization with Matplotlib & Seaborn, basic machine learning. Final project: analyzing a real retail dataset.

7 lessons
78 minutes total
Instructor
Demo Instructor, M.Kom
Senior Engineer · Demo account

About This Course

Pandas, NumPy, visualization with Matplotlib & Seaborn, basic machine learning. Final project: analyzing a real retail dataset.

Content

Course Content

3 sections · 7 lessons · 2 quizzes

1

Tooling

2 item
2

Data Wrangling

4 item
  • Pandas DataFrame
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    13:00
  • Data Cleaning
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    12:00
  • GroupBy & Aggregation
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    10:00
  • Mid-Course Quiz Quiz
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3

Visualization & ML

3 item
  • Matplotlib & Seaborn
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    11:00
  • Intro to Machine Learning
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    12:00
  • Final Project Quiz Quiz
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