Artificial Intelligence Class 10 Practical & Project File

🤖 CBSE Class 10 AI (417) Practical & Project File Guide | Python Programs & Orange Data Mining Project

Are you working on your CBSE Class 10 Artificial Intelligence (Subject Code 417) Practical & Project File? This video is your complete guide to scoring maximum marks on your practical examination! We break down the syllabus, mark distribution, and cover all the essential Python Programs and the Orange Data Mining Project.
🌟 What's Covered in the Video?
🎯 AI Practical Marks Breakdown (Total: 50 Marks)
We explain how the total 50 marks for your AI practical are distributed:
File Work (25 Marks): Includes your Python Programs and Orange Data Mining Project.

Practical Exam (15 Marks): Hands-on coding and data tasks.

Viva (10 Marks): Oral questions on AI concepts and your project.

💻 15 Essential Python Programs
Get ready for coding! We cover the solutions and concepts for the 15 required Python Programs, including:

Data Analysis & Visualization:
Calculating mean, median, and mode using Numpy.
Displaying line and scatter charts.
Reading CSV files and displaying data (Pandas basics).
Basic Image processing: Reading images and identifying their shape.
Fundamental Programming Concepts:
List manipulation (e.g., adding elements of two lists).
String operations (reversing a string, counting vowels/consonants).
Logical problems (checking for palindrome, prime numbers, triangle formation).
Swapping numbers without a third variable.
Creating Numpy arrays (e.g., 4x2 random array, 3x3 array of zeros).

🍊 Orange Data Mining Project
Learn how to create a compelling Orange Data Mining Project for your file. We discuss sample project ideas across different domains of AI:

Statistical Data for AI: Students performance prediction.
https://youtu.be/kkCmQGpliwI
Computer Vision: Early detection of coral bleaching.
https://youtu.be/4uxk35U311Y
Natural Language Processing (NLP): Sentiment Analysis.
Upcoming.

We also have a quick guide on how to install Python to get you started.
https://youtu.be/zuoGLnUc660

Видео Artificial Intelligence Class 10 Practical & Project File канала The Orange WorkFlow