Week 3 (July 14 - July 18)
C++ Study & Algorithm Study
Algorithm Topics:
- Trees
C++ Topics:
- Day 11: Exception handling
- Day 13: Smart pointers (unique_ptr, shared_ptr)
- Day 15: Threads and mutex
Project:
- Coding Test
ML & Python Study
Deep Learning:
- Course 4: Convolutional Neural Networks - Why ResNets Work? / Region Proposals (Optional)
- Course 5: Sequence Models - Deep RNNs
PyTorch:
- Learning PyTorch
Project:
- Image Classification Evaluation
- Dataset, Data Loading
- Model architecture implementation
- Loss function implementation
- Complete Training/Validation pipeline implementation