Machine Learning Overview and Foundation Mathematics

  • Describe the fundamental principles of ML.

  • Define the difference between unsupervised and supervised learning techniques.

  • Apply the basics of linear algebra and differential calculus to ML.

  • Access and utilise R.Utilize various R packages such as caret and ggplot2 to streamline the modelling process and visualize data effectively.

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