SD 3 at UST · Full Stack Engineer – React, Next.js, TypeScript, Python
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Python & PyTorch
Neural Networks Fundamentals
Forward & Backpropagation
Activation Functions & Optimizers
CNN (Computer Vision)
RNN, LSTM & GRU
Attention Mechanism & Transformers
Transfer Learning
Model Training & Hyperparameter Tuning
Model Evaluation & Regularization
Deployment with FastAPI
End-to-End Deep Learning Projects
Interview Preparation & System Design