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Session: Project Interactive Data Dashboard & Presentation
                                                                 ● Data visualization Using Tableau
                       Project Inter-  ●  Recognize  the  importance  of  data  Reference Links
                       active Data   visualization               ● https://public.tableau.com/en-us/s/download
                       Dashboard &   ●  Discover  differWent  methods  of  data  ● https://www.datawrapper.de/
                       Presentation  visualization               Video Links:
                                                                 ● https://www.youtube.com/watch?v=NLCzpPRCc7U
                                                                 ● https://www.youtube.com/watch?v=_M8BnosAD78
                                                                 Session: Importance of Math for AI
                                                                 ● Finding Patterns in Numbers and images.
                                   Analyzing the data in the form of numbers/
                                   images  and  find  the  relation/pattern  ● Uses of Math -
                                   between the them.               ○ Statistics
                      Importance of                                ○ Linear Algebra
                        Math for   Use of Math in AI.              ○ Probability
                           AI                                      ○ Calculus
                                                                 Activity:
                                   Number Patterns               ● observe the number pattern and find the missing number.
                                   Picture Analogy               ●  To find connections between sets of images and use that to solve problems,s
                  MATH FOR AI (STATISTICS & PROBABILITY)
                                                                 Session :
                                                                 ● Definition of Statistics
                                                                 ● Applications
                                   Understand the concept of Statistics in real    ○ Disaster Management
                                   life.                           ○ Sports
                                                                   ○ Diseases Prediction
                                                                   ○ Weather Forecast
                                                                 Activity: Uses of Statistics in daily life
                        Statistics                               ●  Students will explore the applications of statistics in real life .They collect data
                                                                   and can apply various statistical measures to analyze the data.
                                                                 Activity: Car Spotting and Tabulating
                                                                 Purpose: To implement the concept of data collection, analysis and interpretation.
                                   Application in various real life scenarios  Activity Introduction:
                                                                 ●  In this activity, Students will be engaged in data collection and tabulation.
                                                                 ●  Data collection plays a key role in Artificial Intelligence as it forms the basis of
                                                                   statistics and interpretation by AI.
                                                                 ●  This activity will also require students to answer a set of questions based on the
                                                                   recorded data.
                                                                 Session: Introduction to Probability
                                                                 ● How to calculate the probability of an event
                                   Understand  the  concept  of  Probability  in  ● Types of events
                                   real life and explore various types of events.  ● understand the concept of Probability using a relatable example.
                                                                 Exercise: Identify the type of event.
                       Probability                               Session : Applications of Probability
                                                                 ● Sports
                                                                 ● Weather Forecast
                                   Application in various real life scenarios
                                                                 ● Traffic Estimation
                                                                 Exercise: Revision time
                                   Students will be able to define Generative AI  Recommended Activity:
                  INTRODUCTION TO GENERATIVE AI
                                   & classify different kinds.   ● Activity: Guess the Real Image vs. the AI-generated image
                                                                 Session:
                                                                 ● Introduction to Generative AI
                                   ●  Students  will  be  able  to  explain  how   ● Generative AI vs Conventional AI:
                                     Generative  AI  works  and  recognize  how
                                     it learns.                  Session:
                                                                 ● Types of Generative AI
                                                                 ● Examples of Generative AI
                                                                 Session:
                                                                 ● Benefits of using Generative AI
                                                                 ● Limitations of using Generative AI
                                   ●  Applying  Generative  AI  tools  to  create  Recommended Activities:
                                     content.                    ● Hands-on Activity: GAN Paint
                                   ●  Applying  Generative  AI  tools  to  create   ● Generative AI tools
                                     content.                    Session:
                                                                 ● Ethical considerations of using Generative AI

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