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AI for everyone - A Course for Beginners taught by AI Avatars

  • Video
  • Sep 18, 2022
  • #ArtificialIntelligence
Ramsri Goutham Golla
@ramsri_goutham
(Speaker)
www.youtube.com
Watch on Youtube
32 34 min
1 Recommender
1 Mention
Check out my course - Practical Introduction to Natural Language Processing: https://www.learnnlp.academy/practical-introduction-to-natural-language-processing Artificial Intellige... Show More

Check out my course - Practical Introduction to Natural Language Processing: https://www.learnnlp.academy/practical-introduction-to-natural-language-processing

Artificial Intelligence is explained to beginners in a non-technical way.
Ideal for Product Managers, CEOs, and anyone trying to understand AI without a technical background.

0:00 Introduction
1:02 Course Outline
1:38 What is AI?
2:15 AI applications
3:53 What is Data Science?
4:10 Components of AI
6:41 What is Machine Learning?
7:24 Supervised Learning
9:06 Unsupervised Learning
10:20 Reinforcement Learning
10:47 Deep Learning
12:15 Computer Vision and applications
14:09 Natural Language Processing
16:14 Model Training Overview
17:10 Steps of AI Model Deployment
17:42 Data Collection and Cleaning
20:09 Choosing an AI Model
21:23 Training an AI Model
22:36 Evaluation of an AI Model
27:02 Tuning an AI Model
28:20 Deployment of an AI Model
30:27 Bias in AI
32:13 Transfer Learning and Finetuning

(From Youtube)

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Sumanth @Sumanth_077 ยท Mar 2, 2023
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That's a nice way to teach using avatars. Great work Ramsri
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