Page 268 - AI Ver 3.0 Class 11
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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.













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