Overview
Syllabus
Series 2 Intro.
What Are Jupyter Notebooks.
Intro To Anaconda And Conda .
Intro To Anaconda And Conda Demo.
Getting Started With Pandas.
Getting Started With Pandas Demo.
Examining Pandas Data Frame Contents.
Examining Pandas Data Frame Contents demo.
Query A Data Frame.
Query A Data Frame Demo.
CSV File And Jupyter Notebooks.
CSV File And Jupyter Notebooks Demo.
Read And Write CSV Files From Pandas Data Frames.
Read And Write CSV Files From Pandas Data Frames Demo.
Removing And Splitting Data Frame Columns.
Removing And Splitting Data Frame Columns Demo.
Handling Duplicates And Rows With Missing Values.
Handling Duplicates And Rows With Missing Values Demo.
Splitting Test And Training Data With Scikit-learn.
Splitting Test And Training Data With Scikit-learn Demo.
Train A Linear Regression Model With Scikit-Learn.
Train A Linear Regression Model With Scikit-Learn Demo.
Testing A Model.
Testing A Model Demo.
Evaluating Accuracy Of A Model Using Calculations.
Evaluating Accuracy Of A Model Using Calculations Demo.
Numpy Vs Pandas.
Numpy Vs Pandas Demo.
Visualizing DataWith Matplotlib.
Visualizing DataWith Matplotlib Demo.
Thank You!.
Taught by
Microsoft Developer