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MATLAB Essential Training

سرفصل های دوره

Learn how to analyze data using one of the most powerful statistical software packages available. MATLAB is a highly useful tool for complex computation, as it allows high-order calculations and analysis in matrices. In fact, it treats all of its data as vectors and matrices, so the course starts with a basic linear algebra tutorial outside of the program before describing essential analytical skills performed using MATLAB. Instructor Curt Frye covers creating MATLAB scripts, accepting user input, extending MATLAB with user-defined functions, controlling flow with conditional logic and loops, managing text strings and other data structures like numbers, performing advanced plotting, and summarizing data using statistical analysis functions. By the end of the course, data scientists such as engineers and economists should be able to effectively use MATLAB for numerical analysis, data modeling, and data visualization.


01 - Introduction
  • 01 - Getting started with MATLAB
  • 02 - What you should know
  • 03 - Get help in MATLAB

  • 02 - 1. Managing Ranges, Vectors, and Matrices
  • 01 - Define ranges of values
  • 02 - Generate random numbers
  • 03 - Perform scalar and element-wise operations
  • 04 - Describe matrix multiplication
  • 05 - Perform matrix multiplication
  • 06 - Use vectors and matrices in a function
  • 07 - Transpose and find the inverse of matrices

  • 03 - 2. Creating MATLAB Scripts
  • 01 - Create a MATLAB script
  • 02 - Accept input values in a script
  • 03 - Display values within a script
  • 04 - Write values to an external file
  • 05 - Load values from a file into a script
  • 06 - Create a user-defined function

  • 04 - 3. Creating Conditional Logic and Loops
  • 01 - Include if and elseif statements in a script
  • 02 - Apply conditional logic using switch
  • 03 - Describe the is statements
  • 04 - Compare values using the is statements
  • 05 - Perform operations multiple times using for loops
  • 06 - Perform operations while a specific condition is true
  • 07 - Move to next iteration of a for or while loop using continue
  • 08 - End a for or while loop using break

  • 05 - 4. Managing Strings
  • 01 - Create a custom string using sprintf
  • 02 - Clean text by removing white space and changing case
  • 03 - Compare, find, and replace strings
  • 04 - Convert strings to numbers

  • 06 - 5. Plotting Data and Functions
  • 01 - Plot data and function output
  • 02 - Create other plot types
  • 03 - Create a scatter plot
  • 04 - Format plot elements
  • 05 - Save and print plots

  • 07 - 6. Performing Statistical and Numerical Analysis
  • 01 - Solve systems of linear equations using matrix functions
  • 02 - Summarize data using statistical functions
  • 03 - Identify top and bottom values in a data set
  • 04 - Evaluate a function given a specific input
  • 05 - Evaluate a polynomial at a given point

  • 08 - Conclusion
  • 01 - Further information
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