CBSE - Class 10 - Artificial Intelligence (417)

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Complete Guide for CBSE Students

NCERT Solutions, NCERT Exemplars, Revison Notes, Free Videos, CBSE Papers, MCQ Tests & more.

Videos
Project Cycle Overview
Problem Scoping in AI
Data Acquisition in AI
4Ws of Problem Scoping in AI Project Cycle
Tools for Data Exploration and Visualization
Evaluation
AI Project Cycle

Videos
Advance Python - Why Python?
Jupyter Notebook
What is Programming?
Operators
Variables & Constants
Anaconda Tutorial (Practical)
Python As a Calculator
Statements
Pip, Libraries, Packages, Modules
Virtual Environment

Videos
Data Science - Introduction
Applications of Data Science
Pandas (Part 1)
Pandas (Part 2)
Data Visualization
NumPy (Part 1)
NumPy (Part 2)

myCBSEguide App

Complete Guide for CBSE Students

NCERT Solutions, NCERT Exemplars, Revison Notes, Free Videos, CBSE Papers, MCQ Tests & more.

Videos
Getting Started With Computer Vision
Introduction to OpenCV
Basics of Pixels
Computer Vision Vs Human Vision
Applications of Computer Vision (Part 1)
Applications of Computer Vision (Part 2)
Image Processing
Computer Vision Tasks
RGB Images
Image Features

Videos
Natural Language Processing
Applications of Natural Language Processing (Part 1)
Applications of Natural Language Processing (Part 2)
Natural Language Processing - Overview
Text Normalization
TF-IDF
Example of TF-IDF & NLTK
Bag of Words
Levels of Natural Language Processing
Types of Chatbot

Videos
Introduction to Evaluation
Model Evaluation Terminologies - TP, TN, FP, FN
Confusion Matrix
Evaluation Methods - Accuracy
Evaluation Methods - Precision
Evaluation Methods - Recall
Which Matric is Important?
F1 Score