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Unit-5 Green Skills-I                                                                                138
                           Ecosystem                                     Environment
                          Relationship Between Society and Environment      Natural Resources
                          Natural Resources Conservation                 Saving Environment using 5R’s
                          Activities that are Damaging our Earth and Environment      What is Sustainable Development?
                          Green Economy                                  Green Skills
                          Green Projects in India

                 Part   B  Subject Specific Skills


                 Unit-1 AI Reflection, Project Cycle and Ethics                                                       169
                          What is Intelligence?                          Artificial Intelligence
                          Types of AI                                    How do Machines Become Intelligent?
                          AI Around Us                                   What is Not AI?
                          World Famous AI Machines                       Importance of AI
                          AI in India                                    Human-Machine Interaction
                          Domains of AI                                  Applications of AI in Real-Life
                          Advantages of AI                               Disadvantages of AI
                          AI Project Cycle Framework                     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
                      AI Ready 1                                                                                      247

                 Unit-2 Data Literacy                                                                                 248
                           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
                      AI Ready 2                                                                                      297


                 Unit-3 Maths For AI (Statistics and Probability)                                                     298
                           How are Maths and AI Related?                  Essential Mathematics for AI
                           Statistics                                     Application of Statistics
                           What is Probability in Statistics?             Applications of Probability
                      AI Ready 3                                                                                      320

                 Unit-4 Introduction to Generative AI                                                                 321
                           Real Images vs AI-Generated Images             AI or Real Image….How to Identify?
                           Supervised Learning and Discriminative Modelling       Unsupervised Learning and Generative Modelling



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