santoshpanda1995/MATLAB-for-all

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.

MATLAB For All

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

• Introduction to MATLAB
  

  • Workspace
  • Basic operations
  • Array
  • Matrix
  • Operators

• Conditional and Looping statements in MATLAB
  

  • if
  • if-else
  • else-if
  • switch
  • for
  • while
  • Continue
  • break
  • Nested looping

• Functions in MATLAB
  

  • Built-in functions
  • User-defined functions

• Graphics with MATLAB
  

  • 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

• Image Processing using MATLAB
  

  • Basic image manipulation techniques
  • Image enhancement
  • Image segmentation
  • Morphological operations

• Machine learning using MATLAB
  

  • Linear Regression
  • Decision Tree
  • Regression Tree
  • Nearest Neighbour
  • Naive Bayes
  • SVM
  • K means
  • K medoids
  • DBSCAN

  Some Applications

  • Circle Detection using CHT
    

To be continued (Work in progress). If you want to add something, you are most welcome.