DucTai's AI Roadmap (updating)

Duc Tai | Mar 30, 2025 min read

AI23 - FIT@HCMUS, VNUHCM.

This is my simple Roadmap. You can also see it here.

Semester 1

I love 3T & Introduction to Programming, aLongg_timenosee & Introduction to AI.

Courses:

  • Introduction to Programming
  • Introduction to AI
  • Calculus 1B
  • Discrete Mathematics
Project game Caro
Project game Caro, Intro2Prog.

Semester 2

I love TungLExDMingVQA & Python, Pandas, Numpy, Linked List, Queue, Stack, … (but not pointer).

Courses:

  • Introduction to Programming for AI
  • Calculus 2B
  • Linear Algebra
  • General Physics 1
  • Environmental Science
  • Introduction to Law
  • Marxist-Leninist Political Economics
  • History of Vietnamese Communist Party
Project game Maze
Project game Maze, Intro2Prog for AI (Python).

First-year summer

I joined a funny contest in the summer of my first year at university: AIC24 HCMC.

aic24
AI Challenge HCMC 2024 - WATLERE

Semester 3

Omg DSA - DEAD SAD ALREADY, Computer Network (god of CSC), Combinatorics Math (super graph, 11h30 cannt go home),… I even do not understand clearly statistics before final exam. Thank god, before I decided to attend HCMUS, I was afraid that I couldn’t learn physics as well as in high school. But I ended up with a 9.7 overall.

Courses:

  • Data Structures and Algorithms
  • Computer Network
  • Combinatorics Math
  • Probability and Statistics
  • Scientific Socialism
  • General Physics 2
Control Computer via mail
Control Computer via mail, Computer Networking.

Semester 4

Learn math with Gold Medal IMO 2013 - Mr Can.

Courses:

  • Mathematics for Machine Learning
  • Object-oriented Programming
  • Databases
  • Computer Systems
  • Marxist-Leninist Philosophy
  • Ho Chi Minh’s Ideology
  • Creativity Methodologies.

I had an opportunity to visit FPT Software in Saigon High-Tech Park. Their company looks so professional, and I hope to work in a professional company like that (but maybe not FPT, fr).

Control Computer via mail
FPT Software in Saigon High-Tech Park.

Look at this crazy report, just 66 pages for a simple equation: $$ y = aX + b $$

Linear Regression @ Math4AI
Linear Regression @ Math4AI.