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.