Touchpad AI series has some salient features such as AI Game, AI Lab.
Key Features: - National Education Policy 2020 - AI Game: It contains an interesting game or activity for the students. - AI Lab: It contains questions to improve practical skills. - Brainy Fact: It is an interesting fact relevant to the topic.
Book Description: Touchpad Artificial Intelligence series has some salient features such as AI Reboot, AI Deep Thinking, AI in Life, AI Lab and AI Ready which ensures that NEP 2020 guidelines are followed. The series is written keeping in mind about the future and scope that lies in Artificial Intelligence.
Artificial Intelligence (AI) is the science and engineering of making intelligent machines. It is a technique of getting machines to work and behave like humans. The machines that are incorporated with human-like intelligence to perform tasks as we do. This intelligence is built using complex algorithms and mathematical functions. To conclude, a machine is artificially intelligent when it can accomplish tasks on its own like collecting data, understanding it, analyzing it, learning from it, and finally improving it. Machines become intelligent with the algorithms that are fed into them by developers. They are trained with information that makes them intelligent to achieve the desired output. An intelligent machine has the ability to monitor its environment and then adjust its actions based on what it senses. If you see around yourself, you will find many such machines that use AI.
Google search is powered by AI. It responds to our search in a more accurate way. Sometimes, it also suggests and autocorrects our typed sentences. It even catches incomplete words or sentences to display a list according to your preferred search history. Alexa, Google Assistant, Cortana, Siri are some very common examples of the voice assistants which are a major part of our digital devices. They use Natural Language Processing in AI to interact with humans. They can make a phone call, play music for you, search for some favorite food or restaurant.
Machine Learning is a subset of AI which uses statistical methods to enable machines to improve with experience. It is one of the most popular techniques to build AI systems across the globe. It is the science of getting machines to interpret, process and analyse data in order to solve problems. It provides us statistical tools to explore the data.
Deep Learning is a subset of machine learning that is inspired by the functionality of our brain cells called neurons which led to the concept of artificial neural networks. It is a process of implementing neural networks on high dimensional data to gain insight and form solutions. AI is a bigger picture and machine learning and deep learning are its sub parts. AI, machine learning and deep learning are the subset of each other. Deep Learning is the next evolution of machine learning.
What you will learn: You will learn about - Communication skills - Management skills - Fundamentals of computers - ICT Tools - Entrepreneurship
1. Part A Employability Skills a. Unit-1 Communication Skills-II b. Unit-2 Self Management Skills-II c. Unit-3 ICT Skills-II d. Unit-4 Entrepreneurial Skills-II e. Unit-5 Green Skills-II 2. Part B Subject Specific Skills a. Unit-1 Introduction to AI b. Unit-2 AI Project Cycle c. Unit-3 Advance Python d. Unit-4 Data Science e. Unit-5 Computer Vision f. Unit-6 Natural Language Processing g. Unit-7 Evaluation 3. Part C Practical Work a. Python Practical Questions b. Viva Voce Questions 4. Projects 5. AI Glossary 6. AI Innovators 7. CBSE Sample Question Paper
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