9/4/2018 1 Programming for Data Science (with Python) Le Trong Ngoc – http://fit.iuh.edu.vn/giangvien@letrongngoc Contents ▪ Introduction to Data Science and Data Analysis ▪ Introduction to Python for Data Science ▪ Data Visualization with Python ▪ Statistical Thinking in Python ▪ Applied Machine Learning in Python Programming for Data Science ( with Python)
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9/4/2018
1
Programming for Data Science(with Python)
Le Trong Ngoc – http://fit.iuh.edu.vn/giangvien@letrongngoc
Contents
▪ Introduction to Data Science and Data Analysis
▪ Introduction to Python for Data Science
▪ Data Visualization with Python
▪ Statistical Thinking in Python
▪ Applied Machine Learning in Python
Programming for Data Science ( with Python)
9/4/2018
2
Introduction to Python for Data Science
▪ Set up the Lab Environment
▪ Python basics
▪ List – A Data Structure
▪ Functions and Packages
▪ Numpy
▪ Plotting with Matplotlib
▪ Control Flow and Pandas
Introduction to Python for Data Science
Plotting with Matplotlib
Introduction to Python for Data Science
9/4/2018
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Plotting with Matplotlib
Introduction to Python for Data Science
Plotting with Matplotlib
Introduction to Python for Data Science
9/4/2018
4
Plotting with Matplotlib
Introduction to Python for Data Science
Plotting with Matplotlib
Introduction to Python for Data Science
9/4/2018
5
Plotting with Matplotlib
Introduction to Python for Data Science
Plotting with Matplotlib
Introduction to Python for Data Science
9/4/2018
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Plotting with Matplotlib
Introduction to Python for Data Science
Control Flow
Introduction to Python for Data Science
9/4/2018
7
Control Flow
Introduction to Python for Data Science
Control Flow
Introduction to Python for Data Science
9/4/2018
8
Control Flow
Introduction to Python for Data Science
Control Flow
Introduction to Python for Data Science
9/4/2018
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Control Flow
Introduction to Python for Data Science
Control Flow
Introduction to Python for Data Science
9/4/2018
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Control Flow
Introduction to Python for Data Science
Control Flow
Introduction to Python for Data Science
9/4/2018
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Pandas
Introduction to Python for Data Science
Pandas
Introduction to Python for Data Science
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Pandas
Introduction to Python for Data Science
Pandas
Introduction to Python for Data Science
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Pandas
Introduction to Python for Data Science
Pandas
Introduction to Python for Data Science
9/4/2018
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Pandas
Introduction to Python for Data Science
Pandas
Introduction to Python for Data Science
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Pandas
Introduction to Python for Data Science
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