MATLAB-for-all

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This comprehensive collection covers everything from the foundational basics to advanced techniques related to MATLAB. I will try to cover the basic introduction, looping, plotting, image processing, and some concepts of machine learning.

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<h1 align="center"> <img src="https://github.com/santoshpanda1995/Image-Processing-using-Matlab/blob/main/Images/giphy.gif" width="70px"> MATLAB For All <img src="https://github.com/santoshpanda1995/Image-Processing-using-Matlab/blob/main/Images/giphy.gif" width="70px"> </h1>

**This comprehensive collection covers everything from the foundational basics to advanced techniques related to MATLAB. I will try to cover the basic introduction, looping, plotting, image processing, and machine learning concepts.**

## Table of Contents

- <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/Introduction%20to%20MATLAB.pdf">Introduction to MATLAB</a> <br>
  * Workspace
  * Basic operations
  * Array
  * Matrix
  * Operators
- <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/looping.pdf">Conditional and Looping statements in MATLAB</a> <br>
  * if
  * if-else
  * else-if
  * switch
  * for
  * while
  * Continue
  * break
  * Nested looping
- <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/Functions.pdf">Functions in MATLAB</a> <br>
  * Built-in functions
  * User-defined functions
- <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/line%20plot.pdf">Graphics with MATLAB</a> <br>
  * Line plots
  * Customizing the plots using markers
  * Circle plot
  * Histogram
  * Box plot
  * Swarm chart
  * Heat map
  * Word cloud
  * Pie chart
  * Scatter plot
  * Bubble chart
  * Bar graph
  * Surface plot
  * Ribbon plot
  * Ellipsoid
  * Sphere
  * Cylinder
- <a href="https://github.com/santoshpanda1995/Image-Processing-using-Matlab">Image Processing using MATLAB</a> <br>
  * Basic image manipulation techniques
  * Image enhancement
  * Image segmentation
  * Morphological operations
- <a href="">Machine learning using MATLAB</a> <br>
  * <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/linear_regression.m">Linear Regression</a>
  * <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/decisiontree.m">Decision Tree</a>
  * <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/regressiontree.m">Regression Tree</a>
  * <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/knn.m">Nearest Neighbour</a>
  * <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/naivebayes.m">Naive Bayes</a>
  * <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/svm.m">SVM</a>
  * <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/kmeans.m">K means</a>
  * <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/kmedoids.m">K medoids</a>
  * <a href="https://github.com/santoshpanda1995/MATLAB-for-all/blob/main/dbscan.m">DBSCAN</a>

## Some Applications
  - <a href="https://github.com/santoshpanda1995/Circular-Hough-Transform-using-MATLAB">Circle Detection using CHT</a> <br>
  
## To be continued (Work in progress). If you want to add something, you are most welcome.

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