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Introduction
Software
Installing Python
Installing MATLAB
Programming in the Cloud
Python
1. Python Basics
1.2. Basic arithmetic operations
1.3. Python Variables
1.4. Strings
1.5. Python Data Types
1.6. Python programs
1.7. Printing output
1.8. Formatting code
1.9. Exercise Solutions
2. Arrays
2.1. The NumPy library
2.2. Declaring arrays
2.3. Array Indexing
2.4. Array operations
2.5. Manipulating Arrays
2.6. Exercise Solutions
3. Logic and If Statements
3.1. Conditional statements
3.2. Logical operators
3.3. If statements
3.4. Exercise Solutions
4. Loops
4.1. For loops
4.2. While loops
4.3. Loop control
4.4. Nested loops
4.5. Exercise Solutions
5. Functions
5.1. Declaring functions
5.2. Arguments
5.3. Return values
5.4. Lambda functions
5.5. Recursion
5.6. Exercise Solutions
6. Plotting
6.2. Line Plots
6.3. Multiple plots on the same axes
6.4. Scatter plots
6.5. Surface plots
6.6. Contour plots
6.7. Image plots
6.8. Exercise Solutions
7. Object Orientated Programming (Optional)
7.1. Classes
7.2. Methods
7.3. Inheritance
7.4. Exercise Solutions
MATLAB
8. MATLAB Basics
8.2. Basic arithmetic operations
8.3. MATLAB Variables
8.4. Strings
8.5. MATLAB Data Types
8.6. MATLAB programs
8.7. Printing output
8.8. Formatting code
8.9. Exercise Solutions
9. Arrays
9.1. Declaring arrays
9.2. Array Indexing
9.3. Array operations
9.4. Manipulating Arrays
9.5. Exercise Solutions
10. Logic and If Statements
10.1. Conditional statements
10.2. Logical operators
10.3. If statements
10.4. Exercise Solutions
11. Loops
11.1. For loops
11.2. While loops
11.3. Loop control
11.4. Nested loops
11.5. Exercise Solutions
12. Functions
12.1. Declaring functions
12.2. Arguments
12.3. Return values
12.4. Anonymous functions
12.5. Recursion
12.6. Exercise Solutions
13. Plotting
13.1. Line Plots
13.2. Multiple plots on the same axes
13.3. Scatter plots
13.4. Surface plots
13.5. Contour plots
13.6. Image plots
13.7. Exercise Solutions
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