AI Project Cycle - Full Chapter Explanation | Class 10 Artificial Intelligence Chapter 2 | 2023-24
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✅ In this video,
✔️ Class: 10th
✔️ Subject: Artificial Intelligence
✔️ Chapter: AI Project Cycle (Chapter 2)
✔️ Topic Name: AI Project Cycle - Full Chapter Explanation | Class 10 Artificial Intelligence Chapter 2 | 2023-24
✔️ Topics Covered In This Video : This video by Vardan Sir will provide detailed explanation of chapter 2 AI Project Cycle. In this video, he will discuss and explain all the important concepts, and will also provide helpful tips on how to answer them during the exams. The video will help students to prepare for their upcoming board exams and score better in the examination.
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00:00 Introduction: AI Project Cycle (Chapter 2)
00:43 AI Project Cycle
04:03 Imagine
06:11 The Aim of this System is to
08:02 Problem Scoping
08:45 For the Purpose you need to decide on one
12:48 Data Acquisition
14:34 You Realise
16:15 For Which
19:35 Data Exploration
21:02 Now you need to develop a System
22:47 Modelling
26:51 Evaluation
29:18 Al Project Cycle - Defined!
38:27 Schema
41:08 Theme
44:04 Sustainable Development
49:30 Issues
52:53 Problem
54:55 4Ws Problem Canvas
01:11:21 Structured Data
01:18:08 Unstructured Data
01:40:28 Data Features
01:57:05 Acquiring Data from Reliable Sources
02:23:29 Relating this Concept
02:30:41 Why to Explore?
02:49:04 Data Visualisation Techniques
03:05:06 Sketchy
03:26:25 Rule Based Approach
03:31:40 Rule Based Approach (Decision Tree)
03:55:54 Some of the Common Al Models
03:58:09 Purpose
03:59:41 Supervised Learning Algorithm
04:09:02 Unsupervised Learning:
04:36:17 Reinforcement Learning
04:37:07 Supervised Learning
05:15:11 Neural Networks
05:26:51 Human Nervous System
05:33:33 Neuron
05:45:49 Artificial Neuron
05:48:29 Artificial Neuron Networks
05:55:34 Every Node is a Machine Learning Algorithm
05:57:17 Data vs Model Performance
06:25:28 Website Overview
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