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8-week-sql-challenge

#8WeekSQLChallenge by Danny Ma.

coursera-py4e

Kumpulan file tugas dari kursus Python for Everybody di Coursera.

covid-19-viz

Visualize the rise of COVID-19 cases globally with ggplot2.

cust-movie-rating

Creating a customer segmentation using k-means clustering based on genre film rating from customer and find the best k using Hubert index and D index.

data-exploration-and-numerical-experimentation

dr-semmelweis

Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.

ecommerce-behaviour

Exploratory data analysis using big data (~14 GB data) about e-commerce activity and predict if user will buy the item using XGBoost with accuracy of 61%.

linkedin-connection-visualization

Visualize my LinkedIn Connection using Plotly.

noble-prize-winners

Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?

play-store

Load, clean, and visualize scraped Google Play Store data to understand the Android app market.

predict-cc-approval

Automatic credit card approval predictor using hypertuned parameter Logistic Regression with accuracy of 85.4%

scala-language

Find the true Scala experts by exploring its development history in Git and GitHub.

scat-coated-spheres

This program, which was compiled using the MATLAB application, is a program that can calculate cross sections and perform multipol decomposition of the case of electromagnetic wave scattering in a system of coated spheres. This program was made as my undergraduate final project. The theory used to explain this scattering case is the Mie theory.

scat-single-sphere

Program ini, yang dibuat dalam bentuk Graphical User Interface (GUI), merupakan program untuk menghitung respons penampang-lintang dari kasus hamburan pada satu buah bola. Aplikasi yang digunakan untuk membuat program ini yaitu MATLAB.

student-grade-prediction

Predict the student grade using linear regression and K-Neighbors classifications with each of the accuracy > 90%

super-bowls

Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.

telco-churn-prediction

Increased the ROC AUC score by 2.14% of predicting the churn of users in telecommunication company using hypertuning parameter and feature engineering.