ardbramantyo

big-data-online-games

dog-breed-class

cpidatawarehouse

Embark on the CPI Card Group's comprehensive data warehouse venture. From schema design and table creation to Pentaho integration and advanced SQL analytics, witness dynamic BI dashboards that empower strategic decisions.

flower-classifier

feature-engineering-for-machine-learning

Code repository for the online course Feature Engineering for Machine Learning

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

hyperparameter-optimization

Code repository for the online course Hyperparameter Optimization for Machine Learning

machine-learning-imbalanced-data

Code repository for the online course Machine Learning with Imbalanced Data

feature-selection-for-machine-learning

Code repository for the online course Feature Selection for Machine Learning

MachineLearning-Employee-Attrition

The project tries to develop & compare 3 different Machine Learning methods that could better predict in employee attrition.

MachineLearning-Marketing-Department

The project is aimed to help New York City Bank marketing team to launch a targeted ad marketing campaign by dividing their customers into at least 3 distinctive groups. The bank has extensive data on their customers for the past 6 months.

Graduate-Program-Acceptance-Probability-Prediction

Stock-Market-Price-Prediction

Cost-Per-Unit-Sold-Prediction

Employee-Salary-Prediction

The project is aimed to predict the sallary of an employee vs. the number years of experience using polynomial linear regression

Ice-Cream-Revenue-Prediction

This project tries to make prediction on ice cream revenue based on one variable (outdoor temperature) with simple linear model

R-Movie-Rating

DeepLearning-Defect-Detection

Python-Financial-Project

Python-911-Calls-Project

This is Data Capstone Project taken from Python for Data Science and Machine Learning Bootcamp by Jose Portilla. The data itself was originally only records from period 2015-2016 with up to a hundred thousand rows of data. To challenge myself, I am using the new version that contains 650K+ rows of data.

SQL-Vehicle-Service

The company which services vehicles in a lot of locations gives massive datasets and this project tries to conduct ETL handling to exclude some data errors such as duplicated values, misplaced, improper, and wrong type of data.Vehicle Service