I attend a winter camp on Fundamentals of Machine Learning organized by @bogaziciai. I collect my notes and workshops code in this directory.
Here are the topics I cover here:
- Linear Regression
- Polynomial Regression
- Gradient Descent
- Logistic Regression
- kNN
- kMeans
- Neural Networks
- Decision Trees
- Boosting Algorithms