# ComputingME
Development repository for MECH 305 - Computing for Mechanical Engineers

## Administive
Find meeting notes, course overview and Gantt charts in this directory. Below is a link to the meeting notes and images related to project management.

[**Meeting notes**](admin/meeting-notes/)

![Course overview](admin/CourseOverview.png)

*Course Overview Flowchart* [Enlarge](admin/CourseOverview.png)

![Gantt Chart](admin/gantt.png)
*Project Gantt Chart: version 2* [Enlarge](admin/gantt.png)
Updated: 2025-04-11

Online [version 1 (old)](https://markwhen.com/ckolset/MECH305-ComputingME)

Online [version 2](https://markwhen.com/ckolset/MECH305-Modules)


## Tutorials
See the tutorials under the /tutorials/ directory.

#### Introductory Programming Concepts
- [Introduction to Programming](tutorials/module_1/1_intro_to_programming.md)
- [Installing Anaconda](tutorials/module_1/1_installing_anaconda.md)
- [Intro to Anaconda](tutorials/module_1/1_intro_to_anaconda.md)
	- [Getting started with Spyder](tutorials/module_1/1_spyder_getting_started.md)
	- [Jupyter Lab/NoteBook](tutorials/module_1/1_jupyter_lab_notebook.md)
- [Basics of python](tutorials/module_1/1_basics_of_python.md) [notebook](tutorials/module_1/1_basics_of_python.ipynb)
- [Arrays](tutorials/module_1/1_array.md)
- [Control Structures](tutorials/module_1/1_control_structures.md)
- [Classes/Objects](tutorials/module_1/1_classes_and_objects.md)
- Unlisted Tutorials:
	- [Excel to Python](tutorials/module_1/1_excel_to_python.md)
	- [Fundamentals of Computing](tutorials/module_1/1_fundamentals_of_programming.md)
	- [Open source software](tutorials/module_1/1_open_source_software.md)
	- [Computational Expense](tutorials/module_1/1_computational_expense.md)
#### Algorithm Developments for ME
- [Numerical Methods](tutorials/module_2/2_01_intro_to_numerical_methods.md)
- [Version Control](tutorials/module_2/2_version_control.md)
- [Problem Solving Strategies](tutorials/module_2/2_problem_solving_strategies.md)
- [Code debugging](tutorials/module_2/2_debugging_code)
- Code Documentation
- Code libraries & resources
- [AI assisted programming](tutorials/module_2/2_ai_assisted_programming)
- Verification and Validation
#### Applications of Computational Mathematics in ME
- Systems of Equations and LU Decomposition
- Nonlinear Equation Solver
- Numerical Differentiation
- Numerical Integration
- Ordinary Differential Equations
#### Data Analysis of Processing
- Importing scientific data
- Data Processing
- [Linear Regression](tutorials/linear_regression.md)
- [Plotting](tutorials/4_plotting.md)
- Data Visualization
#### Introduction to AI for Engineering Problems
- Supervised vs unsupervised learning
- Neural Networks