AILAB (Automotive Intelligence Lab) at Hanyang University, Seoul, ran an internship program in summer 2025: 8 weeks from 30.06 (Mon) to 22.08 (Fri). The first 3 weeks were for study, followed by a project on the F1Tenth platform.
Weekly Notes
- Week 1 (June 30 – July 4) — C++ fundamentals and algorithm study, deep learning basics with PyTorch, and an MNIST image classification project
- Week 2 (July 7 – July 11) — Sorting, BFS/DFS, and greedy algorithms; C++ inheritance and STL; CNNs and ResNets
- Week 3 (July 14 – July 18) — Trees; C++ smart pointers and threads; deep RNNs and a full training pipeline
Study Materials
- C++: C++ web study book
- Data structures & algorithms: Do it! Algorithm study
- Deep learning: Coursera Deep Learning Specialization
- PyTorch: PyTorch Tutorial