Intro

Hi! This is my first post which also marks the start of my journey to dive into the programming world more seriously.

I was born in Bali, Indonesia, but currently a 2nd year in Tokyo University of Science majoring in electrical engineering. I've always been interested in programming, but never really actually committed to it. So, I thought blogging my journey would be a good way to document my learning (as well as a reminder to not slack off 🙃).

For now, I will be focusing on learning Machine Learning. With the recent AI boom, lots of people, including me, got interested in the workings of machine learning and its fascinating applications. In fact, almost every professor in my major also incorporates machine learning in research in some way or another. This got me more curious and coupled with my interest in programming, I have decided to dip my feet into said field.

As a side project, I will also be posting some electronics related project from time to time! I plan to build my own overdrive pedal for my guitar (cuz buying one costs money and im broke).

Plan

Currently, here is how I plan to structure my learning (might change as I learn more). Feel free to comment!

Supervised ML

• Linear Regression
• Logistic Regression
• Naive Bayes Classifier
• Decision Trees
• Ensemble of Decision Trees
• Support Vector Machine
• Neural Network

Advanced Models

• AdaBoost
• XGBoost

Supervised ML Project

Deeper dive into Neural Net

Neural Net Project

Unsupervised ML

Unsupervised ML Project

So yeah, wish me luck!