I am currently improving this repository Hi, folks👋. Here is Hector He. I am an NYU graduate student majoring in Computer Engineering💻. I am currently taking courses from NYU Tandon School of Engineering and NYU Courant Institute of Mathematical Sciences(Center for Data Science/ Computer Science). In this depository, I will proudly share with you guys course materials I took and the open-source courses provided by NYU. Most of the courses are excellent and worth learning. Besides, I will build the course map for NYU-CS/DS/ECE master program.
- If you are an NYU student and would like to improve this repository, make your change and send me a request! I will appreciate every single help. Thanks!
- If you find this repository is helpful, your 🌟 will be the best reward for me!！
- If you want to talk to use directly, you can contact via email: [email protected] / [email protected].
| Course | Instructor | Status | Workload | Repository | Brief Comment |
|---|---|---|---|---|---|
| Data Structure and Algorithm (Tandon Engineering) | Liu Yong/ Pei Liu | complete(2021F) | 12 HW + midterm + final | Link | Important couse for software development. Grades mainly based on midterm and final exams. |
Same - Design and Analysis of Algorithms I（Tandon Engineering） |
equivalent | ||||
Same - Fundamental Algorithms (Courant CDS) |
equivalent | ||||
Same - Fundamental Algorithms (Courant CS) |
equivalent | ||||
| Applied Matrix Theory (Tandon Engineering) | Zhong-Ping Jiang | Relative small workload. Take-home exams. | |||
| Probability and Stochastic Process (Tandon Engineering) | Pillai | Link |
| Course | Instructor | Grade | Status | Workload | Repository | Brief Comment |
|---|---|---|---|---|---|---|
| Internet Architecture & Protocols (Tandon Engineering) | Z. John Zhao & Fraida Fund | Complete(2022S) | 14 homework + 12 lab + midterm + final | ungraded homework and graded lab. Relative large workload. | ||
| Introduction to Java (Tandon Engineering) | Constantine (Dean) Christakos | ✨✨✨✨✨ | ||||
| Introduction to Operating System (Tandon Engineering) | Omar Mansour | ✨✨✨✨✨ | ||||
| Principle of Database System (Tandon Engineering) | Torsten Suel | ✨✨✨✨ | ||||
| Principle of Database System (Tandon Engineering) | Amit Patel | Complete(2022S) | 4 homework + 2 project + midterm + final | Link | Project is the most important in this course. Design a full-stack website in project 2 but can use the programming language by preference(e.g. Java, Python, React, etc.) Recommended if you want some projects in the CV. |
| Course | Instructor | Status | Workload | Repository | Brief Comment |
|---|---|---|---|---|---|
| Embedded System (Tandon Engineering) | Campisi | complete(2021F) | 10 homework + 2 midterms + final | Link | Relative small workload, quiz questions will be greatly based on the homework and recitation class. Easier if you have MIPS/RISC-V foundation. |
| Computing System Architecture(Tandon Engineering) | Azeez | ✨✨✨ | |||
| System Engineering(Tandon Engineering) | Quanyan Zhu | ✨✨✨✨✨ | |||
| Course | Instructor | Status | Workload | Repository/ Website | comment |
|---|---|---|---|---|---|
| Introduction to Machine Learning (Tandon Engineering) | Anna Choromanska | complete(2021F) | 5 homework + midterm + final | Link | Exam questions mainly based on homework. MATLAB programming questions in the homework but not in the exam. Math foundation needed. |
Same-Introduction to Machine Learning (Tandon Engineering) |
Chinmay Hegde | equivalent | Link | ✨✨✨✨✨ | |
Same-Introduction to Machine Learning (Tandon Engineering) |
Pei Liu | equivalent | Link | ✨✨✨✨ | |
| Machine Learning (Courant CDS) | He He | equivalent | Link | ✨✨✨✨✨ | |
| Machine Learning for Cybersecurity (Tandon Engineering) | Siddharth Garg | Link | ✨✨✨✨ | ||
| Advanced Machine Learning (Tandon Engineering) | Anna Choromanska | TBA | ✨✨✨✨✨ | ||
| Deep Learning (Courant CDS) | Yann LeCun | complete (2022 S) | Link | ✨✨✨✨✨ | |
| Deep Learning (Tandon Engineering) | Chinmay Hegde | Link Link for MP1 Link for MP2 | ✨✨✨✨✨ | ||
| Computer Graphics(Courant CS) | Daniele Panozzo | Link | |||
| Introduction to Computer Vision(Courant CDS) | Bietti, Ponce, Sizikova | complete (2022S) | Link | ||
DifferentVisison meets ML |
Davi Geiger | Vision meets ML focus more on ML tech, intro to CV spends 3/4 of the time in traditional CV tech like calibration, canny, etc. | Link | ||
| Natural Language Processing with Representation Learning | Tal Linzen/ Cho | ongoing | [Link](NYU NLP Fall 2022 Linzen syllabus - Google Docs) | ✨✨✨✨✨ | |
| Introduction to High Performance Machine Learning(Tandon Engineering) | Dube Parijat | complete(2022S) | |||
SameIntroduction to High Performance Machine Learning(Courant CS) |
Georg Hager, Gerhard Wellein | equivalent | Link | ||
| Text as data(Courant CDS) | Spirling | Link | |||
| Natural Language Processing (Courant CS/CDS/LING) | He He | Link | ✨✨✨✨✨ | ||
DifferentNatural Language Understanding and Computational Semantics(Courant CDS/LING) |
Katharina Kann | Much more difficult than NLP | Link | ✨✨✨✨✨ | |
| Course | Instructor | Status | Workload | Repository | comment |
|---|---|---|---|---|---|
| Programming for Business Analytics (Tandon Engineering in MOT MGGY 8401)(1.5 creditc) | 7 homework + 1 projects | Entry level python course and 1.5 credits. Useful if you want to fulfill the credit requirements and the course workload is small. |