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# Tutorials
This directory contains all the tutorials.
## Table of Content
### Introductory Programming Concepts
- [Introduction to Programming](1_01_intro_to_programming.md) \[Complete\]
- [Installing Anaconda](1_02_installing_anaconda.md) \[Complete\]
- [Intro to Anaconda](1_03_intro_to_anaconda.md) \[Complete\]
- [Getting started with Spyder](1_04_spyder_getting_started.md) \[In-progress\]
- [Basics of python](1_05_basics_of_python.md) \[Complete\]
- [Arrays](1_06_arrays.md) \[In-progress\]
- [Control Structures](1_07_control_structures.md) \[In-progress\]
- [Functions](1_functions.md) \[Complete\]
- [Classes/Objects](1_classes_and_objects.md)
- Unlisted Tutorials:
- [Fundamentals of Computing](1_fundamentals_of_programming.md)
- [Open source software](1_open_source_software.md) \[In-progress\]
- [Computational Expense](1_computational_expense.md)
### Algorithm Developments for ME
- [Introduction to Numerical Methods](2_01_intro_to_numerical_methods.md) \[In-progress\]
- [Version Control](2_version_control.md) \[In-progress\]
- Roots and Optimization
- Linear Regression
- Code de-bugging
- Code Documentation
- Code libraries & resources
- AI assisted programming
- Verification and Validation
### Applications of Computational Mathematics in ME
- Systems of Equations and LU Decomposition
- 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
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