Tips for CS undergrad students

Learning Computer Science¶

• Computerphile YouTube channel has a good collection of introductory videos for essential computer science concepts.
• Donald, E. Knuth. "The art of computer programming." book series is a must to read for those interested in computer science.
• Cormen, T. H., et al. "Introduction to algorithms" series is an essential to understand algorithms analysis.

Learning Competitive programming¶

• Halim, F., Skiena, S. S., & Revilla, M. A. Competitive programming series is essential for competitive programming
• Online Systems
• https://onlinejudge.org
• https://www.hackerrank.com
• https://leetcode.com

Learning Machine Learning¶

• Welch Labs has many good visual tutorial about machine learning.
• This one is about Deep Learning https://www.youtube.com/playlist?list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU
• Yann LeCun’s Deep Learning Course