Data Analytics
Wake your data up. They'll work for you.
Introduction to Pandas
Materials
A Quick Pandas Tutorial
https://colab.research.google.com/drive/11sSp86uhU7QGkzM9rCXqj3ogPX55pWjRA Quick Data Wrangling Tutorial
https://colab.research.google.com/drive/1A1ALJL6wWqvrEFOkX9cTsqrVJnP9_afx
Machine Learning
Materials
Slides: Machine Learning
https://www.dropbox.com/s/ihgfi20q6lfnl7c/AI-ML-Intro.pdf?dl=0Lab: Machine Learning Model
https://colab.research.google.com/drive/1H9f0Jdr81Ieov10np5AeGSPUd-RqRzX6
Regression
Materials
Lab: Linear Regression Overview
https://colab.research.google.com/drive/1NFjU6SOF2_sHYgNy9uDccdl0xLxHUD_uLab: To Predict House Price in Boston
https://colab.research.google.com/drive/1EkAchR2nr9ck9ojX0TAHDhCIOc3J__wP
Classification
Materials
Lecture: Classification Evaluation
https://www.dropbox.com/s/7c7ebnumwhcsz79/AI-Classification-Evaluation.pdf?dl=0
Lab: Classification Techniques
https://colab.research.google.com/drive/1DdhhaIFbgNnJv98WgdBrF8J7nNKwpLHXLab: To Predict Customer Churn
https://colab.research.google.com/drive/10HiJkNPcINs3LI4Ud5RGZFRh9i9EiiK_Lab: To Predict the Class of Wine
https://colab.research.google.com/drive/1ajfE3KXaqOjB3kVeaYUwSKpskv5zVEVJ
Data Visualization
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