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Human-Machine Interaction Domains of AI Applications of AI in Real-Life
Advantages of AI Disadvantages of AI
Problem Scoping and Setting Goals for an AI Project
Identifying the Stakeholders 4Ws Problem Canvas Problem Statement Template
Iterative Nature of Problem Scoping Ethical Issue Related to Problem Selection
Data Acquisition Data Exploration What is Modelling?
What is Evaluation? What is Deployment? AI Project Cycle Mapping Template
AI Ethics
Unit-2 Data Literacy 149
Defining Data Literacy Data Pyramid and Its Different Stages Why is Data Literacy Essential?
Impact of Data Literacy How to Become Data Literate? Data Literacy Process Framework
Data Security and Privacy Acquiring, Processing, and Interpreting Data
Data Acquisition/Acquiring Data Usability, Features and Preprocessing of Data
Data Processing and Data Interpretation Methods of Data Interpretation
Types of Data Interpretation Importance of Data Interpretation Using Tableau for Data Presentation
Unit-3 Maths For AI (Statistics and Probability) 181
How are Maths and AI Related? Essential Mathematics for AI Statistics
Application of Statistics What is Probability in Statistics? Applications of Probability
Unit-4 Introduction to Generative AI 196
Real Images vs AI-Generated Images AI or Real Image….How to Identify?
Supervised Learning and Discriminative Modelling Unsupervised Learning and Generative Modelling
What is Generative AI? Types of Generative AI
Examples of Generative AI Generative AI Boon or Bane
Generative AI Tools Ethical Considerations of using Generative AI
The Potential Negative Impact on Society Responsible Use of Generative AI
Unit-5 Introduction to Python 216
Steps Involved in Computer Problem Solving Control Structures
Algorithm Flowchart
Difference between Algorithm and Flowchart Programming Language
What is Python? Important Features of Python Role of Python in Artificial Intelligence
Applications of Python Installing Python Working in Python
Python Character Set Statements in Python Tokens
Operator Precedence Variables Data Types
Comments in Python The print() Function The input() Function
Errors in Python Control Statements Sequential Statements
Selection Statements Iterative Statements Lists in Python
Part C Practical Work & Part D Project Work
Python Practical Questions 264
Viva Voce Questions 270
Projects 273
Model Test Paper 279
AI Glossary 283
AI Innovators 284
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