The summer internship program before Master Enrolment
AILAB(Automotive Intelligence Lab) in my university(University of Hanyang, Seoul), begin internship program during summer 2025. From 30.06(Mon) - 22.08(Fri), scheduled total 8weeks. For the first 3 weeks of study and then project with F1Tenth platform.
Study materials
- C++ C++ web study book
- Data structure & Algorithms Do it! Algorithm study
- Machine Learning(Deep Learning) Coursera Deeplearning Lecture
- Python(PyTorch) PyTorch Tutorial
Study Week 1~3
Week 1 (June 30 - July 4)
C++ fundamentals (data structures, OOP concepts) and algorithm study, plus deep learning basics with neural networks and PyTorch, including an image classification project using MNIST dataset.
Week 2 (July 7 - July 11)
Advanced algorithms (sorting, BFS/DFS, greedy) and C++ inheritance/STL containers, plus convolutional neural networks with ResNets and PyTorch tutorials.
Week 3 (July 14 - July 18)
C++ concurrency (threads/mutex) and smart pointers with tree algorithms, plus deep RNNs and complete ML pipeline implementation for image classification evaluation, including coding test preparation.