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Part   B  Subject Specific Skills

                 Unit-1 Introduction: Artificial Intelligence for Everyone                                            111
                          Introduction to Artificial Intelligence        Why Artificial Intelligence?

                          What is NOT AI?                                History of Artificial Intelligence
                          Types of Artificial Intelligence               Domains of AI
                          Data Science                                   Natural Language Processing
                          Computer Vision                                Cognitive Computing (Perception, Learning, and Reasoning)
                          AI Terminologies                               Deep Learning
                          Machine Learning                               Types of Machine Learning

                          Benefits of AI                                 Limitations of AI
                      AI Ready-1                                                                                      140

                 Unit-2 Unlocking Your Future in AI                                                                   141
                          The Global Demand                              Common Job Roles in AI
                          Essential Skills for Prospective Careers in AI      Traits Required for an AI Professional
                          Opportunities in AI Across Various Industries      Additional Learning Resources

                      AI Ready-2                                                                                      162

                 Unit-3 Python Programming                                                                            163
                          Features of Python                               Downloading and Installing Python
                          Variety of Python Editors                        Jupyter Notebook
                          Modes in Python                                  Input and Output
                          Comments in Python                               Character Set

                          Tokens                                           Variables
                          Data Types in Python                             Operations on List
                          Operations on Tuple                              Operations on Dictionary
                          Control Statements                               CSV Files
                          Understanding Libraries                          Introduction to NumPy

                          Introduction to Pandas                           Introduction to Scikit-learn
                          IBM Skill Build: Python for Data Science
                      AI Ready-3                                                                                     248

                 Unit-4 Introduction to Capstone Project                                                             249
                          Design Thinking                                Right Questioning
                          Identifying the Problem to Solve               Ideate
                          Empathy Map                                    Sustainable Development Goals
                          Understanding the Capstone Project             Sample Capstone Projects

                      AI Ready-4                                                                                      275

                 Unit-5 Data Literacy–Data Collection to Data Analysis                                                276
                          Data Literacy                                  Data Collection
                          Exploring Data                                 Statistical Analysis of Data
                          Calculating Measure of Central Tendency using Python      Variance and Standard Deviation


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