Education

1. Natural Language Processing (NLP)

2. CONTENTs
2
• Word Embedding
• Word2Vec
• Skip-Gram
• CBOW
• FastText
• N-grams
• Word Representation
• Text Classification

3. CONTENT 1

4. Word Embedding
Word embeddings transform human
language meaningfully into a numerical
form to computers understand.
Transform text to numerical
Words that have the same meaning
have a similar representation.
Words with the same meaning
One Hot Encoding, TF-IDF,
Word2Vec, GloVe or FastText
Word Embedding Techniques

5. Word Embedding

6. You could describe the topic of the section here
CONTENT 2

7. Web RTC
⬜These are APIs written in JavaScript that fulfill the desire to communicate in real-time. Thanks
to that, you do not need to use Plugins or support software.
⬜ WebRTC is an acronym for the phrase Web Real-Time Communication, which is very popular
with programmers. WebRTC allows browsers to communicate with each other in real-time.

8. Uses Web RTC

9. How Web RTC works

10. Free Open Source
1
2
3
4
Voice and video security
No plugin or software needed
Cost savings
Advantages

11. Method
3
Method
4
01
02
Prevented from making a
peer-to-peer connection there is no built-in signaling
(signaling) mechanism
Disadvantages

12. 03 Applicable Network
model
You could describe the topic of the section here
PART

13. 01
OPTION
02
OPTION
03
OPTION
Peer to peer

14. How it works

15. 04 Protocol used?
You could describe the topic of the section here
PART

16. User datagram protocol

17. 05 System design analysis
You could describe the topic of the section here
PART

18. Use Case diagram

19. Activity diagram join room

20. Sequence diagram create room

21. Sequence diagram connect 2 client

22. Sequence diagram chat between 2 client

23. 6 Summary
You could describe the topic of the section here
PART

25. Thanks for Listening
Nhân bản – Phụng sự – Khai phóng
Artificial Intelligence 25