Class 10 Artificial Intelligence Notes

CBSE Class 10 Artificial Intelligence Unit 1 - Revisiting AI Project Cycle & Ethical Frameworks – Complete Notes Complete CBSE Class 10 Artificial Intelligence Unit 1 notes covering the AI Project Cycle, 4Ws Problem Canvas, AI Domains, Statistical Data, Computer Vision, NLP, Ethical Frameworks, Value-based Ethics and Bioethics with real-life examples, case studies and competency-based questions.

Unit 2: Advanced Concepts of Modeling in AI - AI, ML, DL, Machine Learning Models & Neural Networks Explore advanced AI modeling concepts including AI, Machine Learning and Deep Learning, data terminology, rule-based and learning-based models, supervised, unsupervised and reinforcement learning, classification, regression, clustering, association, and neural networks.

Class 10 Artificial Intelligence - Unit 3: Evaluating Models | Train-Test Split, Accuracy, Error & Classification Metrics Complete Class 10 Artificial Intelligence Unit 3 notes covering train-test split, overfitting, accuracy, error, classification, confusion matrix, precision, recall, F1 score, bias, transparency and accountability with practical examples and formulas.

CBSE Class 10 AI – Unit 4: Statistical Data | No-Code AI & Orange Data Mining Learn CBSE Class 10 Artificial Intelligence Unit 4: Statistical Data, covering No-Code AI, Low-Code AI, popular no-code tools, statistics concepts, Orange Data Mining, and the Palmer Penguins AI Project Cycle case study.

CBSE Class 10 Artificial Intelligence – Unit 5: Computer Vision | Complete Notes Complete CBSE Class 10 Artificial Intelligence Unit 5 notes covering Computer Vision, its applications, CV tasks, pixels and images, no-code AI tools, image features, convolution, CNN, and Python libraries including TensorFlow, Keras and OpenCV.

CBSE Class 10 Artificial Intelligence Unit 6 - Natural Language Processing (NLP) Complete Notes Complete CBSE Class 10 Artificial Intelligence Unit 6 notes on Natural Language Processing (NLP), covering NLP concepts, applications, stages, chatbots, text processing, Bag of Words, TFIDF, sentiment analysis and Orange Data Mining.

Unit 1: Communication Skills – Class 10 Employability Skills Notes Complete Class 10 Communication Skills notes covering methods and cycle of communication, verbal and non-verbal communication, feedback, barriers, 7 Cs, parts of speech, sentence structure, active/passive voice, sentence types and paragraph writing.

Unit 2: Self-Management Skills – Class 10 Employability Skills Notes Learn self-management skills for Class 10, including stress management, self-awareness, strengths and weaknesses, self-motivation, SMART goal setting, emotional intelligence, and effective time management.

Unit 3: Information and Communication Technology (ICT) Skills – Class 10 Notes Learn the essential ICT skills for Class 10, including basic computer operations, input devices, file and folder management, shortcut keys, computer care, maintenance, security, privacy, cyber threats, strong passwords, antivirus, firewalls, encryption, and safe browsing.

Unit 4: Entrepreneurial Skills – Class 10 Notes Understand entrepreneurship, the role of entrepreneurs in society, entrepreneurial qualities and functions, common myths about entrepreneurship, and entrepreneurship as a career option, including wage employment, self-employment, and the Enter–Survive–Grow process.

Green Skills – Sustainable Development and Our Role in Environmental Protection | Class 10 Notes Learn about sustainable development, its importance, Sustainable Development Goals (SDGs), environmental challenges, eco-friendly initiatives, and how individuals can contribute to clean water, education, energy conservation, sustainable cities, responsible consumption, and protection of life