Page 16 - AI Ver 1.0 Class 10
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What is not AI?                                AI and Related Terminologies
                       Domains of AI                                  AI Ethics
                    AI Ready-1                                                                                      147
              Unit-2 AI Project Cycle                                                                               148
                       Introducing AI Project Cycle                   Stages of AI Project Cycle
                       Neutral Network
                    AI Ready-2                                                                                      173
              Unit-3 Advance Python                                                                                 174
                       Introduction to Anaconda                       Understanding Jupyter Notebook
                       What is a Virtual Environment?                 Working with Jupyter Notebook
                       Introduction to Python                         Why Python for Artificial Intelligence
                       Applications of Python                         Recap of Python Basics
              Unit-4 Data Science                                                                                   211
                       What is Data Science?                          Applications of Data Science
                       Revisiting AI Project Cycle                    Data Collection
                       Python for Data Science                        Data Access in Python
                       Statistical Learning with Python               Data Visualisation in Python
                       Personality Prediction                         Understanding K-Nearest Neighbour Model (K-NN)
                    AI Ready-3                                                                                      247
              Unit-5 Computer Vision                                                                               248
                       Computer Vision-Definition                     Applications of Computer Vision
                       Difference Between Computer Vision and Human Vision     Tasks in Computer Vision Applications
                       What are Pixels?                               Basics of Images
                       How do Computers see Images?                   Image Features
                       Introducing OpenCV                             Image Processing Operations
                       Understanding Convolution Operator             What is Neural Network?
                       What is Convolutional Neural Network (CNN)?
                    AI Ready-4                                                                                      278

              Unit-6 Natural Language Processing                                                                   279
                       What is NLP?                                   Process involved in NLP
                       Applications of Natural Language Processing     Revisiting AI Project Cycle
                       What are Chatbots?                             Different Types of Chatbots
                       Human Language Vs Computer Language            Data Processing
                       Techniques of Natural Language Processing
                    AI Ready-5                                                                                      309
              Unit-7 Evaluation                                                                                     310
                       Understanding Evaluation                       Importance of Evaluation
                    •  Reasons for Inefficiency of AI Model           Terminologies of Model Evaluation
                       Confusion Matrix                               Terminologies of Confusion Matrix
                       Evaluation Matrix for AI Model
               Part  C  Practical Work


                    Python Practical Questions                                                                      331
                    Viva Voce Questions                                                                            342
                    Projects (Hints for Part D)                                                                    344
                    AI Glossary                                                                                    348
                    AI Innovators                                                                                  349
                    Model Test Paper                                                                               350
                    CBSE Sample Question Paper                                                                     350

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