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Task #Collaboration & Teamwork
Divide the class into the group of 10 students.
Think of an automated security system for a school. Define the problem, i.e. the features you think are required.
Mentioned the data set required. Design a dry run of the model using a one-act play and find out if the system,
if executed, is suitable for the problem. Discuss your findings with other groups.
Sample Capstone Projects
• Rule-based chatbot on IBM Watson or Google Dialog flow 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://www.youtube.com/watch?v=L3OtLaCbJC8
• 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
Access sample logbooks of capstone projects developed by students through this link
https://drive.google.com/drive/folders/1xqu7pWvqQehw-ZI3fupVvQywNslQTzMx?usp=sharing
Reboot
Suppose you are creating a mobile app for grade 11 students. The app will solve user queries on 'Mental
Health'. Decompose the creation of the mobile app into several simple steps.
266 Touchpad Artificial Intelligence (Ver. 3.0)-XI

