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# ComputingME
Development repository for MECH 305 - Computing for Mechanical Engineers
## Administration
Find meeting notes, Course overview and Gantt Chart here.
[Meeting notes](administration/meeting-notes/)
### Course overview
[Enlarge](administration/CourseOverview.png)
### Gantt Chart
To view interactive Gantt chart download and open the .html [file](administration/timeline.html) in a browser.
[Enlarge](administration/gantt.png)
Updated: 2025-03-28
## Tutorials
See the tutorials under the /tutorials/ directory.
### Table of Content
#### 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)
- [Basics of python](tutorials/module_1/1_basics_of_python.md)
- [Arrays](tutorials/module_1/1_arrays.md)
- [Functions](tutorials/module_1/1_functions.md)
- [Control Structures](tutorials/module_1/1_control_structures.md)
- [Classes/Objects](tutorials/module_1/1_classes_and_objects.md)
- [Excel to Python](tutorials/module_1/1_excel_to_python.md)
- Unlisted Tutorials:
- [Fundamentals of Computing](tutorials/module_1/1_fundamentals_of_programming.md)
- [Open source software](tutorials/module_1/1_open_source_software.md) \[In-progress\]
- [Computational Expense](tutorials/module_1/1_computational_expense.md)
#### Algorithm Developments for ME
- [Introduction to Numerical Methods](tutorials/module_2/2_01_intro_to_numerical_methods.md) \[In-progress\]
- [Version Control](tutorials/module_2/2_version_control.md) \[In-progress\]
- [Problem Solving Strategies](tutorials/module_2/2_problem_solving_strategies.md)
- Code debugging
- Code Documentation
- Code libraries & resources
- [AI assisted programming](tutorials/module_2/2_ai_assisted_programming)
- Verification and Validation
- Roots and Optimization
#### 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
- [Linear Regression](tutorials/linear_regression.md)
- Data Processing
- [Plotting](tutorials/4_plotting.md)
- Data Visualization
#### Introduction to AI for Engineering Problems
- Supervised vs unsupervised learning
- Neural Networks
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