Intro to AI Session from GDSC YU 2022-2023 by Speaker Oluwafemi Azeez

1. Robots and Emojis
AI
Intro👍
Applications 😏
Career 🥸

2. Emoji Emotions
😔😒😩😅😊😂☺🥸🥸
😅😂🥸🥸😎🥸🥸😭

3. 😭
Concave eyes?
Yes No
Concave mouth Concave mouth
Yes
No
No Yes
Rule Based
😒 😩
😊
☺
🥸
🥸
😔
😭
SAD SAD SAD
HAPPY

4. Machine Learning
Concave eyes Concave mouth Sentiment
😒 1 1 0
😊 1 0 1
😩 0 1 0
🥸 0 1 0
😔 0 0 0

5. Input data Prediction Label
Loss Function
Backprop
Machine Learning
😒 Concave
eyes
Concave
mouth
1 1
Prediction Label
(Sentiment)
1 0
Loss = prediction - label = 1-0

6. Image Classification (CNN)

7. 2018 Google AI- Smart Compose on
Gmail
2017 Deepmind- Google Assistant (Wavenet)
AI Applications

8. Foundational Models(Images)
Text Prompt
Demo: https://huggingface.co/spaces/stabilityai/stable-
diffusion

9. Foundational Models(Text)
Demo: https://huggingface.co/spaces/anzorq/chatgpt-demo

10. Machine Learning Engineer
Emoji App
😒 Machine Learning Pipeline
ML Database
ML API

11. Data/ML Scientist
Emoji App
😒
ML Database
ML
experiments

12. Data Engineer
Emoji App
😒
Analytics
Database
Data Pipeline

13. Data Analyst
Emoji App
😒
Analytics
Database
Analytics

14. Data Full Stack
Emoji App
😒
Analytics
Database
Analytics
Data Pipeline
ML Database
ML API
ML experiments

15. Questions?
Thank You!