Course curriculum

    1. Installation and Resources

    2. Basic Syntax

    3. Basic Arithmetic

    4. Built-in Functions

    5. Linear Algebra

    6. For Loops, While Loops and If Statements

    7. Data Types

    1. Plotting Data

    2. Data Analysis Plots

    3. Loading and Saving Data

    4. Subplots, 3D Plots and Labeling Plots

    1. Sound Processing

    2. Sound Processing Exercises

    3. Signal Processing

    4. Fourier Transform

    5. Low Pass Filters

    6. Image Processing

    7. Image Manipulation Exercises

    8. Convolution

    9. Gaussian Image Noise Reduction

    10. Gaussian Filter Blur and Edge Detection

    1. Introduction to Probability

    2. Measuring Probability

    3. Generating Random Values

    4. Birthday Paradox

    5. Continuous Variables

    6. Mean and Variance

    7. Gaussian Normal Distribution

    8. Test for Normality

    9. 2 Sample Tests

    10. Multivariate Gaussian

About this course

  • $9.99
  • 31 lessons
  • 4.5 hours of video content

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