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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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