Institute of Future Technology
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Module 3: Artificial Intelligence Applications (NLP & Computer Vision)
- Natural Language Processing (NLP)
- Text preprocessing
- Tokenization
- Word embeddings:
o Word2Vec
o GloVe
o BERT
- Applications:
o Sentiment analysis
o Chatbots
o Text summarization
- Computer Vision
- Image processing basics
- Image classification
- Object detection:
o YOLO
o Faster R-CNN
- Image segmentation
- Tools & Implementation
- NLTK
- spaCy
OpenCV