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building-recommender-system

Simple Recommender Engine using Weighted Average with Python

building-recommender-system-similarity-function

covid19-data-visualization-in-west-java

Utilization of public data disclosure and data analysis techniques to understand the dynamics of the COVID-19 pandemic in Indonesia.

customer-segmentation

Customer Segmentation Using Elbow Method and K-Means Algorithm

customer-segmentation-python

Machine Learning Model For Customer Segmentation Using Algorithm K-Prototypes.

data-analysis-for-e-commerce-challenge

data-analyst-business-desicion-research

Market Research and Recommendation and Visualization Technique for Business Decision Making.

data-science-in-telco-company

This is one of the Academy DQLab modules in my Industrial application class that I completed, on how to Find valid customer IDs (phone numbers), Handling empty data (Missing Values), Handling Outliers of each Variable, Standardizing Values of Variables.

datasciencecoursera

Data Science class on Coursera

datasharing

The Leek group guide to data sharing

descriptive-statistics

Part of the most basic statistics that can never be separated in data analysis.

interactive-map-for-geospatial-analysis-in-r

investor-s-investment-process-analysis

In this project, an analysis of the investment process of the investor will be carried out. Data exploration, Data manipulation, Analysis of the investment process, Analyze the time until the first investment and Invest retention analysis

logistic-regression-python

Membuat model machine learning menggunakan logistic regression untuk menyelesaikan permasalahan divisi e-commerce yang ingin memprediksi apakah user-user yang sedang mengunjungi halaman website yang baru akan mengklik banner promo (ads) di halaman tersebut.

machine-learning-customer-churn-predict

Machine Learning Modeling Customer Churn Prediction

machine-learning-for-retail

Using the Apriori algorithm of the Arules package throughout this project to get insight into the top 10 and bottom 10 of the products sold, get a list of all product package combinations with strong correlations and get a list of all product package combinations with specific items.

market-basket-analysis

Using the Apriori algorithm of the Arules package throughout this project to get analytsis

mini-project-data-visualization

Mini Project From DQLab. Data Visualization using Matplotlib with python.

nlp-tokenize-wordcloud

Natural Languange Processing

project-data-analysis-for-b2b-retail

Customer Analytic Report

project-data-analysis-for-retail-sales-performance-report

Completing this project with Academy DQLab, Measuring Retail Store Sales Performance with SQL

sales-analysis

In this case, the company needs to compare the performance of each branch in various cities. Take the five (5) largest cities in Java Island to analyze in terms of order size, customer count, product count, brand count, and GMV on a monthly basis.

simple-chatbot-using-python

ChatBot Sederhana menggunakan fungsi python

twitter-scrapper

Twitter Scrapper using API V2

youtube-comment-scrapper