Machine Learning DL topics:
Deep Learning:
- Deep Neural Networks
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks (RNN)
- Generative Adversarial Neural Networks (GAN’s)
- Transformers
- Others…
Machine Learning:
- Regression (Linear, Logistic)
- Classification
- Clustering
- KNN
- SVM
- Decision Trees
- Random Forests
- Naive Bayes
- Ensembling Methods
- Dimensionality Reduction (PCA and more…)
- Others…
Natural Language Processing:
- Sentiment Analysis
- Spam Detection (Emails, SMS)
- Text Autocorrection
- Sentence Classification
- Named Entity Recognition
- Text Suggestion
- Text Summarization
- Speech Recognition
- Language Translation
- Others…
Computer Vision:
- Object Detection
- Object Tracking
- Image Classification
- Image Segmentation
- Human Pose Detection
- Face Recognition
- Optical Character Recognition (OCR)
- Neural Style Transfer
- Others…
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