6.5 KiB
6.5 KiB
AI
Intro to AI
- Wetin AI mean
- History of AI
- How AI dey work
- Top-down/Symbolic
- Bottom-up/Neural
- Evolutionary
- Synergetic / Emergent AI
- Microsoft AI Business School
Symbolic AI
- How to represent knowledge
- Expert Systems
- Ontologies
- Semantic Web
Neural Networks
Computer Vision
- For MS Learn
- Intro to CV. OpenCV
- Convolutional Networks
- Transfer 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 dokyument don use AI transleto service Co-op Translator do di translation. Even as we dey try make am accurate, abeg sabi say machine translation fit get mistake or no dey correct well. Di original dokyument wey dey for im native language na di main source wey you go fit trust. For important mata, e good make professional human transleto check am. We no go fit take blame for any misunderstanding or wrong interpretation wey fit happen because you use dis translation.