6.5 KiB
6.5 KiB
AI
Introduction to AI
- Wetin AI mean
- History of AI
- Ways to take do AI
- Top-down/Symbolic
- Bottom-up/Neural
- Evolutionary
- Synergetic / Emergent AI
- Microsoft AI Business School
Symbolic AI
- How to show Knowledge
- Expert Systems
- Ontologies
- Semantic Web
Neural Networks
Computer Vision
- For MS Learn
- Intro to CV. OpenCV
- Convolutional Networks
- Trasnsfer Learning
- Autoencoders and VAEs
- Generative Adversarial Networks
- Style Transfer
- Object Detection
- Segmentation
Natural Language Processing
- For MS Learn
- Text Representation
- Bag of Words
- TF/IDF
- Semantic Embeddings
- Word2Vec
- GloVE
- Language Modeling
- Recurrent Neural Networks
- LSTM
- GRU
- Generative Recurrent Networks
- Transformers and BERT
- Named Entity Recognition
- Text Generation and GPT
Other Techniques
AI Ethics
Extras
- Multimodal Networks
- CLIP
- DALL-E
- VQ-GAN
Disclaimer:
Dis document don get translation wen AI translation service Co-op Translator do. Even tho we dey try make am correct, abeg sabi say automated translations fit get mistake or no too correct. Di original document wey dey im own language na im be di real correct source. For important information, make person wey sabi human translation do am. We no go responsible for any misunderstanding or wrong meaning wey fit show from using dis translation.