# Tutorials
This directory contains all the tutorials.

## Table of Content

### Introductory Programming Concepts
- [Introduction to Programming](module_1/1_01_intro_to_programming.md)
- [Installing Anaconda](module_1/1_02_installing_anaconda.md)
- [Intro to Anaconda](module_1/1_03_intro_to_anaconda.md)
- [Getting started with Spyder](module_1/1_04_spyder_getting_started.md)
- [Basics of python](module_1/1_05_basics_of_python.md)
- [Arrays](module_1/1_06_arrays.md)
- [Functions](module_1/1_functions.md)
- [Control Structures](module_1/1_07_control_structures.md) \[In-progress\]
- [Classes/Objects](module_1/1_classes_and_objects.md)
- [Excel to Python](module_1/1_excel_to_python.md)
- Unlisted Tutorials:
	- [Fundamentals of Computing](module_1/1_fundamentals_of_programming.md)
	- [Open source software](module_1/1_open_source_software.md) \[In-progress\]
	- [Computational Expense](module_1/1_computational_expense.md)


### Algorithm Developments for ME
- [Introduction to Numerical Methods](module_2/2_01_intro_to_numerical_methods.md) \[In-progress\]
- [Version Control](module_2/2_version_control.md) \[In-progress\]
- Code debugging
- Code Documentation
- Code libraries & resources
- [AI assisted programming](2_ai_assisted_programming)
- Verification and Validation
- Roots and Optimization
- Linear Regression

### 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
- [Plotting](4_plotting.md)
- Importing scientific data
- Data Processing
- Data Visualization
### Introduction to AI for Engineering Problems
- Supervised vs unsupervised learning
- Neural Networks