AI Intro.pptx
31. May 2023•0 gefällt mir•23 views
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Intro to AI Session from GDSC YU 2022-2023 by Speaker Oluwafemi Azeez
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AI Intro.pptx
- 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!
Hinweis der Redaktion
- Reference: https://developers.google.com/machine-learning/practica/image-classification/convolutional-neural-networks
- https://learnopencv.com/image-generation-using-diffusion-models/
- Reference: https://sh-tsang.medium.com/review-gpt-2-nlp-26e7ce92d234