Dennis Jonathan's repositories
dennisjooo.github.io
The codebase for my web portfolio :)
dennisjooo
My profile readme, nothing interesting here
Birds-Classifier-EfficientNetB2
Part of my REA: Mastering AI Bootcamp project. Codes to fine-tune an EfficientNet-B2 to classify birds :)
Character-Generation-on-Wizardry-Books
A simple character-level text generation based on Harry Potter books
DCGAN-on-MNIST
An attempt of creating DCGAN on MNIST as a boredom project :)
Learn-CPP
Notes and quizzes from LearnCPP.com
CPP_Bro_Code
C++ course by Bro Code on Youtube, it's pretty fun.
Credit-Fraud-Detector
Compared three unsupervised-learning models in predicting transaction fraud. The idea of this project is to train each model with "clean" dataset which we have an abundance of and tune it to detect "novelties" which in this context are the fraudulent transactions.
Clustering-World-HDI
A clustering analysis for the Human Development Index
Hotel-Guests-using-Linear-Regression
We tried to predict the number of guests for hotels throughout Indonesia using Multivariate Linear Regression
Corn-Production-Time-Series
An application of time-series model to predict corn productions in the US
Apple-BlackScholes-GBM
An analysis of Apple Stock, Calls, and Puts using Black-Scholes and Geometric Brownian Motion
AMES-Housing-Regression
A predictive analysis of the renowned AMES Housing Price dataset
Phillip-Model-2SLS
Application of Phillip's Wage and CPI model using Two-Step-Least-Squared Regression
All-NBA-Predictor
This project attempted to predict the All-NBA selections using some ML models
Dataquest-Guided-Projects
Guided Projects from Dataquest which I have done in the past.