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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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