AILAB Internship — Week 1

Week 1 of the AILAB Summer Internship 2025 (June 30 – July 4).

C++ Study & Algorithm Study

Algorithm Topics:

• Time Complexity
• Debug (C++)
• Arrays, List and Vectors
• Range Sum (or Prefix Sum)
• Stack and Queue

C++ Topics:

• Chapter 2: Access modifiers and references
• Chapter 3: new and delete
• Chapter 4: Objects, constructors, class variables
  • 4-1. The world is made of objects

ML & Python Study

Deep Learning:

• Course 1: Neural Networks and Deep Learning
• Course 2: Improving Deep Neural Networks - Gradient Descent with Momentum

PyTorch:

• Getting started with PyTorch

Project:

• Topic: Image classification
• MNIST Dataset
• Model architecture implementation from scratch

References

• C++ C++ web study book
• Data structure & Algorithms Do it! Algorithm study
• Machine Learning(Deep Learning) Coursera Deeplearning Lecture
• Python(PyTorch) PyTorch Tutorial