Statistics for Machine Learning

Machine Learning is at the forefront of analytical coding and Data Science, but to fully appreciate machine learning, one must have an understanding of the underlying math and statistics involved. The course will introduce you to the statistics involved in understanding and implementing machine learning algorithms.

This class will cover topics including:

• Mean, median, and mode
  
• Standard deviation
  
• Standardization
  
• Z-Scores
  
• The normal distribution

This class is meant for those without any particular coding background, though some mathematical background may be helpful.