1.9 KiB
1.9 KiB
AI
Introduction to AI
Sybmbolic AI
- Knowledge Representation
- Expert Systems
Neural Networks
Computer Vision
- Intro to CV. OpenCV
- Convolutional Networks
- Training Tricks
- Architectures
- Trasnsfer Learning
- Autoencoders and VAEs
- Generative Adversarial Networks
- Object Detection
- Segmentation
Natural Language Processing
- Text Representation
- Bag of Words
- TF/IDF
- Semantic Embeddings
- Word2Vec
- GloVE
- Language Modeling
- Recurrent Neural Networks
- Generative Recurrent Networks
- Transformers and BERT
- Named Entity Recognition
- Text Generation and GPT
Other Techniques
- Genetic Algorithms
- Deep Reinforcement Learning
- Multi-Agent Systems