DAY 3: Natural Language Processing | Introduction to computer vision | InfosecTrain

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DAY 1 :    • DAY 1: Introduction to Artificial Intellig...  
DAY 2 :    • DAY 2: Advanced Statistics | Machine Learn...  
DAY 3 :    • DAY 3: Natural Language Processing | Intro...  

✅Agenda of the Session

Natural Language Processing
✔️Introduction to NLP
✔️Text mining
✔️Text cleaning & Pre-processing
✔️Text classification
✔️Applications of NLP
✔️Computer Vision

Introduction to computer vision
✔️How does computer vision work
✔️History of CV
✔️Applications of CV
✔️Examples of CV


0:00 Natural language processing
0:54 History of NLP
7:02 Advantages and disadvantages
8:31 Components of NLP
9:59 NLU and NLG
10:38 Applications of NLP
15:21 NLP pipeline
22:57 Phases of NLP
25:34 Why NLP is difficult
27:34 NLP APIs
32:41 NLP libraries
35:10 Differences
37:12 Email spam detection
59:25 Computer vision
1:02:49 How does CV work
1:07:10 How to create colors with RGB
1:08:00 Evolution of computer vision
1:14:11 Applications
1:18:48 Computer vision tasks
1:19:40 Challenges of CV
1:23:22 Mediapipe library

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