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Course content
Sections:
65
•
Activities:
0
•
Resources:
315
- 001-Course Introduction
- 002-MATLAB Software Pricing and Online resources
- 004-MATLAB Graphical User Interface
- 005-Tell us About the Course
- 006-Some Common Operations
- 008-Let s lay foundations for understanding Variables
- 009-Different types of variables Strings characters and logical
- 010-Creating scripts and understanding commenting and semicolon effect
- 011-Data selection with the colon operator
- 013-Basic maths operations addition multiplication subtraction and powers
- 014-Basic maths operations computing GCD LCM permutations and prime numbers
- 015-Trignometric math functions
- 016-Set operations Union intersection complement and others
- 017-Computing statistics of the matrices
- 018-Handling random numbers
- 019-Cross product and dot product
- 020-Basic logical operation And Or and Not
- 021-Sign and absolute functions
- 022-Converting numbers between different bases
- 023-Discretizing your data
- 027-Computing unique elements
- 028-Determining membership of elements to a matrix
- 029-Shifting matrix elements
- 030-Determinant inverse and diagnal elements
- 031-Relational operations
- 032-Commonly used Matrices
- 033-Sorting matrix values
- 034-Size and length computation
- 035-Concatenating Matrices
- 036-Finding non zero elements
- 037-Frequency of values within a vecto
- 041-A Three Step Problem Solving Strategy
- 042-Sum of Multiples
- 043-Sum Squares Difference
- 044-Prime Factors of a Number
- 045-Digits Multiplication of a Number
- 047-Symbolic variables
- 048-Differentiation and Integration using symbolic variables
- 049-Solving Equations
- 050-Symbolic Functions
- 052-Input output commands
- 053-More input output commands
- 054-Plotting data with MATLAB
- 055-Plotting 3 D data-
- 056-More on plotting options
- 057-Bar graphs
- 058-Combining plots with hold on
- 059-Interacting with the plot using the brush tool
- 060-Two y axis on the same plot
- 061-Animated Line
- 062-Checking for existence of scripts files folders variables or functions
- 063-Manipulating Directory Part 1
- 064-Manipulating Directory Part 2
- 065-Processing text files
- 069-Importing data from excel into MATLAB
- 070-Importing data in different formats N
- 071-Spread Sheet link Introduction and installation
- 072-Passing data between excel and MATLAB
- 073-Calling MATLAB functions from Excel
- 076-Conditional if Statements Part 1
- 077-Conditional if statment Part 2
- 078-For loops for interating through your code
- 079-Nested For Loops
- 080-While loops when you don t know the number of iterations
- 081-Breaking out from a loop before final condition
- 082-Continue statement for skipping an iteration
- 083-Switch statements for choice selection
- 086-Q2 Solution Explaination Concentric Rings Problems Part 1
- 087-Q2 Solution Explaination Concentric Rings Problems Part 2
- 088-Q4 Solution Explaination Back and Forth Numbers
- 089-Q6 Solution Explaination Alternating Ones and Zeros
- 092-Nth prime number
- 093-Next Prime
- 094-Nth Prime Number Additional Explaination
- 095-Next Four Prime Numbers
- 096-Longest Chain Part 1
- 097-Longest Chain Part 2
- 098-Pandigital Numbers
- 099-Refining the Code of Pandigital Numbers
- 100-Triangle Numbers Part 1
- 101-Triangle Numbers Part 2
- 102-Pythagorean Triplet Part 1
- 103-Pythagorean Triplet Part 2
- 104-Number with Same Digits
- 105-Even Fibonacci
- 106-Highly Divisible Summation Numbers
- 108-Creating Custom built Functions
- 109-Functions with inputs
- 110-Functions with multiple inputs and outputs
- 111-Returning from a function
- 115-Sharing results with automatically generated reports
- 116-Sharing your results with live scripts
- 117-Introduction to the section
- 119-Creating and defining cells
- 120-Accessing Data in a Cell
- 121-Adding and deleting elements from a cell
- 122-Concatenating cells and passing cell contents to a function
- 124-Creating Tables
- 125-Adding Descriptions Units and Accessing individual columns
- 126-Selecting and reordering rows
- 127-Sorting rows or a table
- 128-Setting Different properties of a table
- 129-Reading and writing tables to memory
- 130-Storing summary of a table
- 131-Adding and deleting rows from a table
- 132-Adding and deleting columns from a table
- 133-Dealing with missing data
- 134-Creating time tables
- 135-Properties sorting and data selection in time tables
- 136-Concatenating time tables
- 137-Indexing and retrieving data based on row times
- 139-Creating structures
- 140-Retrieving data from a field of a structure
- 141-Concatenating structures-
- 142-Storing data from a structure field into a variable
- 143-More operations on a structure
- 144-Creating Map Containers
- 145-Concatenation and more operations on map container
- 147-Converting other data types to cell
- 148-Converting Cell to other Data Types
- 149-Converting from other to table data type
- 150-Converting from table to other data type
- 151-Introduction to the segment
- 153-Importing the Dataset
- 154-Removing Missing Data Part 1
- 155-Removing Missing Data Part 2
- 156-Feature Scaling
- 157-Handling Outliers Part 1
- 158-Handling Outliers Part 2
- 159-Dealing with Categorical Data Part 1
- 160-Dealing with Categorical Data Part 2
- 161-Your Preprocessing Template
- 163-KNN Intuition
- 164-KNN in MATLAB Part 1
- 165-KNN in MATLAB Part 2
- 166-Visualizing the Decision Boundaries of KNN
- 167-Explaining the code for visualization
- 168-Here is our classification template
- 169-How to change default options and customize classifiers
- 170-Customization options for KNN
- 171-Naive Bayesain Intuition Part 1
- 172-Naive Bayesain Intuition Part 2
- 173-Naive Bayesain in MATLAB
- 174-Customization Options for Naive Bayesain
- 175-Decision trees intuition
- 176-Decision Trees in MATLAB
- 177-Visualizing Decision Trees using the View Function
- 178-Customization Options for Decision Trees
- 179-SVM Intuition
- 180-Kernel SVM Intuition
- 181-SVM in MATLAB
- 182-Customization Options for SVM
- 183-Discriminant Analysis Intuition
- 184-Discriminant Analysis in MATLAB
- 185-Customization Options for Discriminant Analysis
- 186-Ensembles Intuition
- 187-Ensembles in MATLAB
- 188-Customization options for Ensembles
- 189-Evaluating Classifiers Confusion matrix Theory
- 190-Validation Methods Theory
- 191-Validation methods in MATLAB Part 1
- 192-Validation methods in MATLAB Part 2
- 193-Evaluating Classifiers in MATLAB
- 195-K Means Clustering Intuition
- 196-Choosing the number of clusters
- 197-k means in MATLAB Part 1
- 198-k means in MATLAB Part 2
- 199-Hierarchical Clustering Intuition Part 1
- 200-Hierarchical Clustering in MATLAB
- 201-Hierarchical Clustering Intuition Part 2
- 203-Principal Component Analysis
- 204-PCA in MATLAB Part 1
- 205-PCA in MATLAB Part 2
- 207-Problem Discription
- 208-Customizing code templates for completing Task 1 and 2 Part 1
- 209-Customizing code templates for completing Task 1 and 2 Part 2
- 210-Customizing code templates for completing Task 3 4 and 5
- 212-Introduction to course
- 214-Deletion strategies
- 215-Using mean and mode
- 216-Considering as a special value
- 217-Class specific mean and mode
- 218-Random Value Imputation-
- 220-Categorical data with no order
- 221-Categorical data with order
- 222-Frequency based encoding4
- 223-Target based encoding
- 225-3 sigma rule with deletion strategy
- 226-3 sigma rule with filling strategy
- 227-Box plots and iterquartile rule
- 228-Class specific box plots
- 229-Histograms for outliers
- 230-Local Outlier Factor Part 1
- 231-Local Outlier Factor Part 2
- 232-Outliers in Categorical Variables
- 234-Feature Scalling
- 235-Discretization using Equal width binning
- 236-Discretization using Equal Frequency binning
- 238-Selecting the right method Part 1
- 239-Selecting the right method Part 2
- 240-Introduction to the course
- 242-Writting to NotePad and then Deleting the Stuff
- 243-Saving Files and Opening up Google Page
- 244-Drawing a Tiger using Mouse and Keyboard
- 246-Sending email Opening a Webpage and Executing System Commands
- 247-Automating Emails and other Tasks using Batch Files
- 248-Automatic Screenshots and Sending them as Emails
- 250-Automating Directory Interactions Part 1
- 251-Automating Directory Interactions Part 2
- 252-Finding files and arraning them in folder structures
- 254-Automating programs to work during errors-
- 255-Finish and Startup functions for loading preferences
- 256-Automating program checking and logging
- 258-Automating file interactions
- 259-Automatic arrangment of pictures based on years
- 260-Automate user interactions
- 262-Automate code inspection
- 263-Common Errors
- 267-Read the html from a google search
- 65-Summaring Textual Contents using Word Cloud
- 266-Summaring Textual contents using topic models
- 269-Creating Presentations
- 270-Adding Figures Tables to Presentations
- 271-Generating Word Documents
- 272-Adding Figures and Tables to Word Documents
- 273-Introduction to the course
- 275-Regular Expressions Fundamentals
- 276-Executing Regular Expressions on Matlab literals and meta characters
- 277-Online Regex Engine
- 278-The dot metacharacter
- 280-Basics of Character Classes
- 281-Exclusion of characters using a character class
- 282-Some exceptions with a character class
- 283-Shorthand for character classes
- 285-Staring and Ending Anchors
- 286-Examples of Starting and Ending Anchors
- 287-Word Boundaries Part 1
- 288-Word Boundaries Part 2
- 290-Quantifiers
- 291-Limited Repetition
- 292-Lazy and Greedy Quantifiers
- 294-Understanding the Grouping
- 295-Non capturing groups
- 296-Effect of Quantifiers on Groups
- 297-Alternation
- 298-Atomic Grouping
- 300-Look Ahead Assertions
- 301-Look Behind Assertions
- 302-Backreferencing
- 303-Named Capturing Groups and Backreferencing
- 304-Conditions if then else
- 305-Branch Reset
- 307-Character Ranges
- 308-Password Checking Example
- 309-IP Addresses
- 310-Matching a valid date
- 311-Introduction to MATLAB Apps with Guide
- 312-Accessing Guide and the Available controls-
- 313-Properties of controls Initial values and tags
- 314-Positioning and aligning controls
- 315-Grid and lines
- 316-Customizing tabbing behavior
- 317-The created functions in the m file
- 318-The set and get functions
- 320-GUI for a simple product program
- 321-Including tables in GUI
- 322-Working with the slider and including graphs
- 323-Setting up a background image of a button
- 324-Setting the menu
- 325-Changing the backgrounds of a GUI
- 326-Button group and radio buttons
- 327-Using checkboxes
- 328-Reading a file text file and displaying its contents
- 329-Explaining toggle buttons
- 330-pop up menu and list boxes
- 331-hObject and Handles
- 333-Passing values between GUI s
- 334-Passing values between two call back functions
- 335-How to pass command line arguments to the GU
- 337-Sample project 1 Building a Calculator Part 1
- 338-Sample Project 2 Image Processing Part 1
- 339-Sample Project 2 Image Processing Part 2
- 341-A trick with the visibility option of text box
- 342-Simple string manipulation and user notification
- 343-Deleting elements from a List box one by one programatically
- 344-Adding elements to a list box programatically
- 345-Selection Determination and Counter
- 346-User notifications during processing with a push button
- 347-Interacting with GUI from Keyboard
- 348-Popup Menu Choice Restriction
- 349-Introduction to MATLAB Apps with App Designer
- 350-Layout of the appdesigner
- 351-Alignment and arranging options
- 352-Spacing and resizing
- 353-Grid Lines
- 354-Error message for better coding
- 355-Shortcuts for appdesigner
- 356-Important notes before coding
- 357-Simple addition program
- 363-Switches and Textual Files
- 359-label text area and list boxes
- 360-Drop down menu
- 361-Radio buttons
- 362-State buttons and spinner
- 363-Switches and Textual Files
- 364-Working with Tables
- 365-Lamps and Tabs
- 366-Guages and Knobs
- 367-Passing values between two call back functions
- 368-Passing data between two GUI s
- 369-Adding a custom built functions
- 370-Background images nd calling multiple GUIs from script
- 371-Packaging your app
- 372-Sample project 1 Building a calculator Part 1
- 373-Sample Project 2 Image Processing