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[FreeCoursesOnline.Me] [LYNDA] MATLAB 2018 Essential Training - [FCO]
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Learn how to analyze data using one of the most powerful statistical software packages available: MATLAB 2018. 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 economist should be able to effectively use MATLAB for numerical analysis, data modeling, and data visualization.
Topics include:
• Defining variables and contains
• Exploring operators
• Summarizing with built-in functions
• Generating random numbers
• Defining vectors and matrices
• Accepting input in scripts
• Writing and reading data from external files
• Creating custom functions
• Using conditional logic
• Repeating operations with loops
• Working with text strings
• Plotting data and function output
• Formatting, saving, and printing plots
• Using statistical and matrix functions
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FILE LIST
Filename
Size
1.Introduction/01.Use MATLAB for data calculation.en.srt
1.6 KB
1.Introduction/01.Use MATLAB for data calculation.mp4
3.1 MB
1.Introduction/02.What you should know.en.srt
2.2 KB
1.Introduction/02.What you should know.mp4
1.5 MB
2.1. Starting Out with MATLAB 2018/03.Tour the MATLAB Workspace window.en.srt
5.2 KB
2.1. Starting Out with MATLAB 2018/03.Tour the MATLAB Workspace window.mp4
5.3 MB
2.1. Starting Out with MATLAB 2018/04.Define variables and constants.en.srt
9.9 KB
2.1. Starting Out with MATLAB 2018/04.Define variables and constants.mp4
10.7 MB
2.1. Starting Out with MATLAB 2018/05.Overview of arithmetic, comparison, and logical operators.en.srt
6.6 KB
2.1. Starting Out with MATLAB 2018/05.Overview of arithmetic, comparison, and logical operators.mp4
5.9 MB
2.1. Starting Out with MATLAB 2018/06.Explore arithmetic, comparison, and logical operators.en.srt
6.4 KB
2.1. Starting Out with MATLAB 2018/06.Explore arithmetic, comparison, and logical operators.mp4
7.3 MB
2.1. Starting Out with MATLAB 2018/07.Define ranges of values.en.srt
7 KB
2.1. Starting Out with MATLAB 2018/07.Define ranges of values.mp4
8 MB
2.1. Starting Out with MATLAB 2018/08.Summarize values using built-in functions.en.srt
7.6 KB
2.1. Starting Out with MATLAB 2018/08.Summarize values using built-in functions.mp4
8.2 MB
2.1. Starting Out with MATLAB 2018/09.Generate random numbers.en.srt
8.7 KB
2.1. Starting Out with MATLAB 2018/09.Generate random numbers.mp4
9.5 MB
2.1. Starting Out with MATLAB 2018/10.Get help in MATLAB.en.srt
6.8 KB
2.1. Starting Out with MATLAB 2018/10.Get help in MATLAB.mp4
7.8 MB
3.2. Managing Vectors and Matrices/11.Define vectors and matrices.en.srt
9.3 KB
3.2. Managing Vectors and Matrices/11.Define vectors and matrices.mp4
8.6 MB
3.2. Managing Vectors and Matrices/12.Refer to matrix and vector elements.en.srt
6.1 KB
3.2. Managing Vectors and Matrices/12.Refer to matrix and vector elements.mp4
5.8 MB
3.2. Managing Vectors and Matrices/13.Overview of matrix multiplication.en.srt
5.3 KB
3.2. Managing Vectors and Matrices/13.Overview of matrix multiplication.mp4
4 MB
3.2. Managing Vectors and Matrices/14.Perform matrix multiplication.en.srt
3.4 KB
3.2. Managing Vectors and Matrices/14.Perform matrix multiplication.mp4
3.8 MB
3.2. Managing Vectors and Matrices/15.Perform scalar and element-wise operations on vectors and matrices.en.srt
10.8 KB
3.2. Managing Vectors and Matrices/15.Perform scalar and element-wise operations on vectors and matrices.mp4
9.5 MB
3.2. Managing Vectors and Matrices/16.Use vectors and matrices in a function.en.srt
8.7 KB
3.2. Managing Vectors and Matrices/16.Use vectors and matrices in a function.mp4
10.5 MB
3.2. Managing Vectors and Matrices/17.Generate special matrices.en.srt
7.8 KB
3.2. Managing Vectors and Matrices/17.Generate special matrices.mp4
8.8 MB
3.2. Managing Vectors and Matrices/18.Transpose and find the inverse of matrices.en.srt
9.1 KB
3.2. Managing Vectors and Matrices/18.Transpose and find the inverse of matrices.mp4
8.4 MB
4.3. Creating MATLAB Scripts/19.Create a MATLAB script.en.srt
11.4 KB
4.3. Creating MATLAB Scripts/19.Create a MATLAB script.mp4
12.6 MB
4.3. Creating MATLAB Scripts/20.Accept input values in a script.en.srt
8 KB
4.3. Creating MATLAB Scripts/20.Accept input values in a script.mp4
9.9 MB
4.3. Creating MATLAB Scripts/21.Display values within a script.en.srt
8.1 KB
4.3. Creating MATLAB Scripts/21.Display values within a script.mp4
8.2 MB
4.3. Creating MATLAB Scripts/22.Write values to an external file.en.srt
5.2 KB
4.3. Creating MATLAB Scripts/22.Write values to an external file.mp4
5.8 MB
4.3. Creating MATLAB Scripts/23.Load values from a file into a script.en.srt
3.7 KB
4.3. Creating MATLAB Scripts/23.Load values from a file into a script.mp4
3.8 MB
4.3. Creating MATLAB Scripts/24.Create a user-defined function.en.srt
6.4 KB
4.3. Creating MATLAB Scripts/24.Create a user-defined function.mp4
7.6 MB
5.4. Conditional Logic and Loops/25.Include if and if-else statements in a script.en.srt
11.2 KB
5.4. Conditional Logic and Loops/25.Include if and if-else statements in a script.mp4
13.1 MB
5.4. Conditional Logic and Loops/26.Apply conditional logic using Switch.en.srt
8.2 KB
5.4. Conditional Logic and Loops/26.Apply conditional logic using Switch.mp4
9.3 MB
5.4. Conditional Logic and Loops/27.Examine values using the is statements.en.srt
5.9 KB
5.4. Conditional Logic and Loops/27.Examine values using the is statements.mp4
4.7 MB
5.4. Conditional Logic and Loops/28.Use is statements.en.srt
5.9 KB
5.4. Conditional Logic and Loops/28.Use is statements.mp4
6.5 MB
5.4. Conditional Logic and Loops/29.Perform operations multiple times using for loops.en.srt
10.9 KB
5.4. Conditional Logic and Loops/29.Perform operations multiple times using for loops.mp4
12.8 MB
5.4. Conditional Logic and Loops/30.Perform operations while a specific condition is true.en.srt
7.6 KB
5.4. Conditional Logic and Loops/30.Perform operations while a specific condition is true.mp4
9.1 MB
6.5. Managing Strings and Data Structures/31.Define string variables.en.srt
3.7 KB
6.5. Managing Strings and Data Structures/31.Define string variables.mp4
3.5 MB
6.5. Managing Strings and Data Structures/32.Concatenate strings.en.srt
5.3 KB
6.5. Managing Strings and Data Structures/32.Concatenate strings.mp4
5.5 MB
6.5. Managing Strings and Data Structures/33.Create a custom string using sprintf.en.srt
8.1 KB
6.5. Managing Strings and Data Structures/33.Create a custom string using sprintf.mp4
9.7 MB
6.5. Managing Strings and Data Structures/34.Clean text by removing white space and changing case.en.srt
5.4 KB
6.5. Managing Strings and Data Structures/34.Clean text by removing white space and changing case.mp4
6.4 MB
6.5. Managing Strings and Data Structures/35.Compare, find, and replace strings.en.srt
6.8 KB
6.5. Managing Strings and Data Structures/35.Compare, find, and replace strings.mp4
7.1 MB
6.5. Managing Strings and Data Structures/36.Convert strings to numbers.en.srt
6.6 KB
6.5. Managing Strings and Data Structures/36.Convert strings to numbers.mp4
7.4 MB
7.6. Performing Advanced Plotting and Statistical Analysis/37.Plot data and function output.en.srt
8 KB
7.6. Performing Advanced Plotting and Statistical Analysis/37.Plot data and function output.mp4
10.4 MB
7.6. Performing Advanced Plotting and Statistical Analysis/38.Create other plot types.en.srt
15.5 KB
7.6. Performing Advanced Plotting and Statistical Analysis/38.Create other plot types.mp4
18.7 MB
7.6. Performing Advanced Plotting and Statistical Analysis/39.Format plot elements.en.srt
7.4 KB
7.6. Performing Advanced Plotting and Statistical Analysis/39.Format plot elements.mp4
8.6 MB
7.6. Performing Advanced Plotting and Statistical Analysis/40.Save and print plots.en.srt
5.4 KB
7.6. Performing Advanced Plotting and Statistical Analysis/40.Save and print plots.mp4
5.9 MB
7.6. Performing Advanced Plotting and Statistical Analysis/41.Summarize data using statistical functions.en.srt
6.4 KB
7.6. Performing Advanced Plotting and Statistical Analysis/41.Summarize data using statistical functions.mp4
6.8 MB
7.6. Performing Advanced Plotting and Statistical Analysis/42.Solve systems of linear equations using matrix functions.en.srt
7.4 KB
7.6. Performing Advanced Plotting and Statistical Analysis/42.Solve systems of linear equations using matrix functions.mp4
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