Day 18 of 100 Days of AI

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Today I started the bonus material of the intro to ML course I’ve been doing. I’ll be working with weather data will practise all the key topics I covered in the course. Key areas include:

  1. Linear Regression – completed.
  2. KNN – to do
  3. Decision Trees – to do
  4. Logistic Regression – to do
  5. SVM – to do

I’ll then assess all the above techniques using the following evaluation metrics.

  1. Accuracy Score
  2. Jaccard Index
  3. F1-Score
  4. LogLoss
  5. Mean Absolute Error
  6. Mean Squared Error
  7. R2-Score

I’ve started with linear regression. The code for this is here. I’ll work through the remainder in the coming days.