AI Foundations Class 10: Complete CBSE AI (417) Guide | Rezyo.in
AI Foundations for Class 10
Your complete guide to the CBSE Artificial Intelligence (417) curriculum.
Curriculum Topics
Intelligence & Decision-Making
Start here. Learn what AI is, how it relates to intelligence, and the basics of decision-making.
AI vs. ML vs. DL
Understand the differences. This chapter clarifies Artificial Intelligence, Machine Learning, and Deep Learning.
AI Domains: Data, CV, NLP
See where AI is used. An overview of major fields: Data Science, Computer Vision, and Natural Language Processing.
AI Ethics
Discussing the big questions. This covers AI bias, data privacy, and challenges like self-driving cars.
Data Science & KNN Project
Work with data. Learn basic statistics, how to visualize information, and build a project using the KNN algorithm.
Natural Language Processing (NLP)
How computers process language. This explains TF-IDF, Bag-of-Words, and revisits related ethical topics.
Computer Vision (CV)
Teaching computers to see. This topic explains pixels, features, OpenCV, and Convolutional Neural Networks (CNNs).
AI Model Evaluation
How good is the AI? Learn to measure model performance using accuracy, precision, recall, and the F1 score.
Python for AI
Get started with code. A guide to setting up Python, using Jupyter notebooks, and managing virtual environments.
