Hi, I am Tran, and I don't know what to do with my life. Meanwhile, I am learning computer science and artificial intelligence because I think it may enable me to create something useful for the community. With that said, I believe that becoming a professional programmer afterward is the way to make my existence valuable and meaningful in some sense.

This repository records my learning journey.

Major courses

Artificial Intelligence

Course	Course Provider	Professor	Certificate	Code	Grade
Machine Learning	Stanford University & DeepLearning.AI	Andrew Ng	View		100.00%
Deep Learning	DeepLearning.AI	Andrew Ng	View		96.69%
Machine Learning Engineering	DeepLearning.AI	Andrew Ng	View		99.50%
AI for Medicine	DeepLearning.AI	Pranav Rajpurkar	View		98.11%
CS50's Introduction to Artificial Intelligence with Python	Havard University	David Malan & Brain Yu	View	View	19/19

Computer Science

Course	Course Provider	Professor	Certificate	Code	Grade
Object-Oriented Programming	DeepLearning.AI	Owen Astrachan & Leo Porter	View		94.90%
Computer Science: Programming with a Purpose	Princeton University	Robert Sedgewick		View	96.43%
Algorithms I & II	Princeton University	Robert Sedgewick		View	96.70%
Databases for Data Scientists	University of Colorado Boulder	Alan Paradise & Di Wu	View		100.00%

Minor courses

Course	Course Provider	Professor	Certificate	Code	Grade
Django for Everybody	University of Michigan	Charles Severance	view		100.00%
Linux and Bash for Data Engineering	Duke University	Noah Gift	View		100%
Introduction to Programming with MATLAB	Vanderbilt University	J. Michael Fitzpatrick	View		98.80%
Python for Everybody	University of Michigan	Charles Severance		View
DeepLearning.AI TensorFlow Developer	DeepLearning.AI	Laurence Moroney	View		98.97%
TensorFlow: Data and Deployment	DeepLearning.AI	Laurence Moroney	View		96.96%

Coding certificates:

Name	Issuer	Certificate	Code
Problem Solving (Basic)	HackerRank	View
SQL (Basic)	HackerRank	View

Projects

(Updating)

Future MOOCs (Courses I want to take)

Stage 0

Course	Course Provider	Professor
Software Design and Architecture	University of Alberta	Kenny Wong
Algorithm Design and Analysis	Stanford University	Tim Roughgarden
Spring, Spring Boot, Hibernate	Udemy	Chad Darby
Data Engineer Specialization	IBM

https://www.udemy.com/course/spring-hibernate-tutorial/?fbclid=IwAR22XyA_FgEs_WJ83Y8eKZokM0v1orLxevEg14JfvDcBNk6lT0T2tJ9VqhU

Stage 1

Course	Course Provider	Professor
Data Science Foundations: Statistical Inference	UC Boulder	Anne Dougherty
Generative Adversarial Networks	DeepLearning.AI	Sharon Zhou
CS50's Web Programming with Python and JavaScript	Havard University	David Malan & Brain Yu

Stage 2

Course	Course Provider	Professor	Certificate	Code
Linear Algebra	MIT	Gilbert Strang
Reinforcement Learning	University of Alberta	Adam & Martha White

Stage 3

Course	Course Provider	Professor	Certificate	Code
Statistical Learning	Stanford University	Trevor Hastie

Stage 4

Course	Course Provider	Professor
Multivariable Calculus	MIT	Denis Auroux
Probabilistic Graphical Models	Stanford University	Daphne Koller
Software Development Lifecycle	University of Minesota	Praveen Mittal

Quang-Tran Vo's Projects

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

decuutranvo Goto Github PK