lotlouischoitslab/ITE_UIUC_Opensource

Opensource resources for ITE@UIUC.

ITE@UIUC Opensource

Opensource resources for ITE@UIUC. All the useful resources used to study for engineering and computer science courses. Courses include from Civil & Environmental Engineering, Computer Science and more.

Contributors:

• Louis Sungwoo Cho 조성우

Git Commands:

git pull
git add .
git commit -m "commiting files to my GitHub repository"
git push origin main

Git Commit Conflict

del .git\index.lock

ALL PYTHON STUFF:

• Introduction to Python

  • [0] Python Programming Tutorials
  • [1] Corey Schafer Introductory Python Tutorial
  • [2] Tech with Tim Object-Oriented Programming in Python
  • [3] Tech with Tim Pygame Tutorial

• Data Structures in Python

  • [0] Jovian Introductory Data Structures & Algorithms Python Tutorial

• Algorithms in Python

  • [0] Scroll down to CS 374
  • [1] Tech with Tim A* Visualizer

• Data Science & Analytics in Python

  • [0] Mr. P Solver SciPy Tutorial
  • [1] Time-Series Windows 10 Prophet Installation
  • [2] Time-Series Prophet Stuff
  • [3] Plotly Documentation
  • [4] Professor Wade Fagen-Ulmschneider and Karlie Flanagan's guide to Data Science with Python

• System Programming in Python

  • [0] Tech with Tim Python Socket Programming

• 파이썬 한국어 버전 (Korean Version for Python)

  • [0] 나도코딩 파이썬 기초
  • [1] GongbroDesk 파이썬 기초

UIUC Grainger College of Engineering Courses

Legend:

• CEE: Civil & Environmental Engineering
• CS: Computer Science
• ECE: Electrical & Computer Engineering
• ME: Mechanical Engineering
• AE: Aerospace Engineering
• SE: Systems Engineering & Design
• IE: Industrial Engineering
• TAM: Theoretical & Applied Mechanics
• MSE: Materials Science & Engineering
• MATH: Mathematics
• STAT: Statistics
• PHYS: Physics
• CHEM: Chemistry

Civil & Environmental Engineering (Transportation):

• CEE 515 Traffic Flow Theory (0.00)
  • [0] Traffic Flow Tutorial
• CEE 498 Learning Methods for CEE (0.00)
  • [0] TBA
• CEE 412 High-speed Rail Engineering (1.00)
  • [0] TBA
• CEE 407 Airport Design (2.00)
• CEE 415 Geometric Design of Roads (3.00)
  • [0] Simmy Sigma Advanced Geomatics Start from Video 5
  • [1] FE Exam Transportation
• CEE 416 Traffic Capacity Analysis (1.50)
  • [0] Ali Hajbabaie Traffic Engineering
  • [1] Meead Saberi Traffic Engineering
  • [2] Shockwave Example
  • [3] Freeway Analysis
• CEE 418 Public Transportation Systems (1.00)
  • [0] MIT Public Transportation Systems
• CEE 310 Transportation Engineering (1.00)
  • [0] Fundamentals of Transportation
  • [1] Professor Lewis Lehe Transportation Engineering Website
  • [2] Louis Sungwoo Cho's Computational Transportation Science
• CEE 320 Construction Engineering (1.50)
  • [0] Project Management for Construction
  • [1] Engineer4Free Project Management
  • [2] Critical Path Method in Python
• CEE 350 Water Resources Management (1.30)
  • [0] Civil PE Problems Water Resources
• CEE 360 Structural Engineering (0.50)
  • [0] Structures Free Structural Analysis
• CEE 300 Behavior of Materials (1.00)
  • [0] Dragos Andrei Civil Engineering Materials
• CEE 201 Civil & Environmental Systems Engineering & Economics
  • [0] Engineer4Free Engineering Economics Tutorial
  • [1] Yong Wang's Operation Research
• CEE 202 Engineering Uncertainty & Risk
  • [0] Refer STAT 400 Statistics & Probability 1 Notes

Computer Science (Artificial Intelligence & Big Data):

• CS 124 Introduction to Computer Science 1 Java
  • [0] Tech with Tim Java Programming Tutorial
  • [1] Kunal Kushwaha Java OOP Tutorial
  • [2] Dinesh Varyani Java DSA Tutorial
  • [3] Learn Java/Kotlin Online
• CS 128 Introduction to Computer Science 2 C++
  • [0] FreeCodeCamp C++ Tutorial
  • [1] CodeBeauty C++ Tutorial
  • [2] Learn C++ in 31 Hours
  • [3] Learn C++ Online
• CS 173 Discrete Structures
  • [0] Kimberly Brehm Discrete Math Part 1
  • [1] Kimberly Brehm Discrete Math Part 2
  • [2] CS 173 Practice Materials
  • [3] Jongwoo Jeon's Discrete Mathematics Wiki
• CS 225 Data Structures & Software Principles C++
  • [0] MyCodeSchool C++ DSA Tutorial
  • [1] Abdul Bari DSA
  • [2] Fit Coder C++ Graphs Tutorial
• CS 357 Numerical Methods 1 Python
  • [0] Professor Mariana Silva CS 357 Spring 2022
  • [1] REFER TO MY PYTHON STUFF ABOVE
• CS 374 Introduction to Algorithms & Models of Computation
  • UIUC CS/ECE 374A Spring 2018 Professor Jeff Erickson Homepage
  • UIUC CS/ECE 374A Spring 2018 Professor Jeff Erickson Schedule
  • UIUC CS/ECE 374A Professor Jeff Erickson Recommended Resources
  • UIUC CS/ECE 374B Professor Nickvash Kani
  • MIT 6.006 Introduction to Algorithms Fall 2011 (STRONGLY RECOMMEND!)
  • MIT 6.006 Introduction to Algorithms Fall 2011 Notes (STRONGLY RECOMMEND!)
  • MIT 6.006 Introduction to Algorithms Spring 2020 (STRONGLY RECOMMEND!)
  • Algorithms
    • [0] NeetCode Website
    • [1] Kunal Kushwaha Recursion Tutorial
    • [2] Lynn Zheng Backtracking Tutorial
    • [3] Andrey Greyhov Dynamic Programming Tutorial
    • [4] NeetCode Dynamic Programming Tutorial
    • [5] Graph Theory from Google Software Engineer
    • [6] NeetCode Graph Algorithms
  • Models of Computation
    • [0] Easy Theory Theory of Computation
    • [1] Neso Academy Theory of Computation & Automata Theory
  • Algorithms & Models of Computation Reduction & NP-Completeness
    • [0] Professor Painter NP-Completeness Tutorial
  • Optional
    • [0] Professor Jeff Erickson's CS 473 Advanced Algorithms Spring 2020

ARTIFICIAL INTELLIGENCE COURSES

• CS 440 Artificial Intelligence
  

  • [0] UC Berkeley Artificial Intelligence
  • [1] UC Berkeley CS 188 Artificial Intelligence Playlist

• CS 441 Applied Machine Learning

  • [0] Kylie Ying Introduction to Machine Learning
  • [1] Codebasics Machine Learning Tutorial
  • [2] Derek Banas Time Series Forecasting Tutorial
  • [3] DigitalSreeni Time-Series Forecasting
  • [4] CS 441 Applied Machine Learning Spring 2023 Professor Derek Hoeim

• CS 443 Reinforcement Learning

  • [0] Skowster the Geek Reinforcement Learning
  • [1] Stanford CS 234 Reinforcement Learning
  • [2] Reinforcement Learning Full Tutorial in Python
  • [3] Tutorials Muster Reinforcement Learning
  • [4] Deeplizard Reinforcement Learning
  • [5] Nicholas Renotte RL Tutorial
  • [6] Andreas Geiger Self-Driving Cars

• CS 444 Deep Learning for Computer Vision

  • [0] Stanford CS 231N Deep Learning for Computer Vision
  • [1] Stanford CS 231N Deep Learning for Computer Vision Youtube
  • [2] FreeCodeCamp PyTorch for Deep Learning Tutorial
  • [3] Zero to Mastery PyTorch for Deep Learning
  • [4] AssemblyAI GAN Tutorial

BIG DATA COURSES

• CS 411 Database Systems
  • [0] Computer Science & Engineering Database Systems
  • [1] Neso Academy Database Management Systems
  • [2] Join Functions in DB

ENGINEERING CORE REQUIREMENTS

• TAM 210/211 Engineering Statics

  • [0] Jeff Hanson Statics
  • [1] Structures Free Statics

• TAM 212 Engineering Dynamics

  • [0] Jeff Hanson Dynamics
  • [1] Structures Free Dynamics

• TAM 251 Engineering Solid Mechanics

  • [0] Jeff Hanson Solid Mechanics
  • [1] Structures Free Solid Mechanics

• CEE 331 Fluid Dynamics in the Natural Built Environment (CEE) or ME 310 Fundamentals of Fluid Dynamics or TAM 335 Engineering Fluid Mechanics

  • [0] CPPMechEngTutorials Fluid Mechanics
  • [1] Ilectureonline Fluid Mechanics

• ECE 205 Introduction to Electrical & Electronic Circuits
  These may be useful to ECE 110 Introduction to Electronics and ECE 210 Analog Signal Processing.

  • [0] Ilectureonline Electrical Engineering Tutorial

• MATH 257 Linear Algebra with Computational Applications

  • [0] MIT 18.08 Linear Algebra
  • [1] Ludus Linear Algebra Final Review
  • [2] Armin Straub Linear Algebra Notes
  • [3] REFER TO MY PYTHON STUFF ABOVE

• STAT 400 Statistics & Probability 1

  • [0] All of Probability & Statistics
  • [1] Professor Leonard Probability & Statistics
  • [2] David Dalpiaz STAT 400 Stuff
  • [3] ACADGILD Statistics Tutorial
  • [4] MarinStatsLectures R using Statistics

• SE 101 Engineering Graphics Design

  • [0] CAD in black Revit Tutorial

• MATH 220 221 231 Calculus 1 2

  • [0] Organic Chemistry Tutor Calculus 1 2 3
  • [1] Lamar Calculus Practice Problems
  • [2] Professor Leonard Calculus 2

• MATH 241 Multivariable Calculus (Calculus 3)

  • [0] Legendary Professor Leonard Calculus 3 Tutorial
  • [1] Professor Butler Calculus 3 Final Review

• MATH 285 Ordinary Differential Equations

  • [0] Professor Leonard Ordinary Differential Equations

• PHYS 211 Physics Mechanics

  • [0] Ilectureonline Mechanics
  • [1] Organic Chemistry Tutor Mechanics

• PHYS 212 Physics Electricity & Magnetism

  • [0] Ilectureonline Electricity & Magnetism
  • [1] Organic Chemistry Tutor Electricity & Magnetism

• PHYS 213 Physics Thermal

  • [0] Ilectureonline Thermodynamics
  • [1] Organic Chemistry Tutor Thermal Physics

• PHYS 214 Physics Quantum

  • [0] Ilectureonline Quantum Mechanics

• CHEM 102 104 General Chemistry 1 & 2

  • [0] Organic Chemistry Tutor General Chemistry Playlist
  • [1] Organic Chemistry Tutor CHEM 102 FINAL REVIEW
  • [2] Organic Chemistry Tutor CHEM 104 FINAL REVIEW

• ECON 102 Microeconomics

  • [0] Jacob Clifford Microeconomics