erlndofebri Goto Github PK

ann-deep-learning-using-pytorch

this repository consist of 3 projects of ANN deep learning Pytorch (Regression and Classification Problem)

ann-deep-learning-using-tensorflow

this repository consist of 5 projects of ANN deep learning TensorFlow (Regression and Classification Problem)

banking-marketing-prediction

Our goal is to increase conversion rate up to 14%. Then we need to analyze factors that cause low conversion rate and also predict customer will convert or not.

credit-card-fraud-detection

This project goals is to predict whether the customer will be defaulted or not

credit-scoring-and-basel-irb-model

The objective of this project is to predict credit score of the borrowers using logistic regression and provide threshold cut-off recommendation

credit-scoring-home-credit

The objective of this project is to predict credit score of the borrowers using logistic regression and provide threshold cut-off recommendation

customer-lifetime-value

Our goals here are finding CLV each customer, segement customer using RFM and CLV, and making recommendation

dashboard-visualization

This repository consist of 4 project Dashboard Visualization using Taleau Public and Power BI

ecommerce-churn-prediction

This project aim to reduce churn rate, with objective finding the importance factor affect churn customer.

ecommerce-perfomance-with-sql

Analyzing ecommerce performance using SQL and Visualization

employee-promotion-prediction

The goals of this project is to predict whether the employee will be promoted or not. High promotion rate will give impact on decreasing hiring cost. We suggest our recommendation to be implemented and we provide information how much impact if we implement the recommendation

erlndofebri

Config files for my GitHub profile.

flight-customers-lrfmc-clustering

The goals of this project are to cluster flight customers and make recommendation how to deal with each cluster Using LRFMC clustering method

hotel-cancellation-analysis

The objective of this project is to explore the insights about customer behavior on hotel cancellation

image-classification

This repository consist of image classification projects

insurance-charge-prediction

This project is trying to predict how much insurance premium of someone based on personal information

job-search-recommendation-system

The goals of this project is to build job search recommender system to help job seeker find the most suitable job to their profile.

landing-page-ab-testing

The goal of this project is to test new landing page whether it can brings significantly higher conversion rate or not.

machine-learning-projects

This repository consist of 6 projects of different types of Machine Learning program (Regression and Classification Problem)

marketing-campaign-hypothesis-testing

The goal of this project is to test the several promotions type whether they can bring significantly higher sales or not

marketing-response

The objective of this project is to develop a model that predicts customer behavior whether it'll reponse/accept the marketing campaign or not and RFM Segmentation

ml_from_scratch

ML From Scratch

ml_process

ml_process

ml_process_project

ml process project

ml_process_trial

movie-recommendation-system

The goals of this project is to build job search recommender system to help someone to find the the movie that they want.

natural-language-processing

This repository consist of 3 NLP projects, those are spam classification, user review sentiment classification, and restaurant sentiment classification.

new-ui-design-ab-testing

The goal of this project is to test whether New UI Design can brings significantly higher CTR and DAU or not.

online-shopper-purchase-intention

The goals of this project are increasing conversion rate by 20% next year and increasing gross profit up to 50% trough prediction model

personal-loan-purchasing-prediction-using-logistic-regression

The goals of this project are to predict whether the customer will purchase a loan or not using logistic regression and we implemented our model to do business simulation