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Samples:
O ther Pr oj ect Ideas that can b e ex plor ed b y S tudents:
• ule based chatbot on I atson or oogle Dialog o or joonbot.com/templates/
• Use the dataset given on https://www.kaggle.com/camnugent/california-housing-prices. Use only
median_income (x-value) and median_house_value (y-value) columns for plotting a scatterplot. Use
this scatterplot to calculate the Regression Line of Best Fit. Then use the line to calculate y for a new
value of x. You can do this using Excel or Python.
Similar datasets can be found at:
https://www.telusinternational.com/articles/10-open-datasets-for-linear-regression
Additional Study Material (Using Python to create Regression Model)
• Project 7. Car Price Prediction using Machine Learning with Python | Machine Learning Projects
https .youtube.com atch v Ot a b
• Project 8. Machine Learning in Python: Building a Linear Regression Model
https://www.youtube.com/watch?v=R15LjD8aCzc
Sample Videos of Capstone Projects prepared by students
• Project 1. AI Capstone Project Video on Heart Disease Predictive System https://bit.ly/3Xyjehx
• Project 2. Social Distancing Monitoring https://bit.ly/3CPgT9T
• Project 3. Project Happify http://bit.ly/3IIV53z
S am pl e C apstone P roj e cts 219

