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Bangun M Sagala
Bangun M Sagala

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Jul 8

Car Insurance Prediction Model

Car Insurance Prediction Model This project is used to create a model to predict model to predict whether the policyholders (customers) from past year will also be interested in Vehicle Insurance provided by the company. An insurance policy is an arrangement by which a company undertakes to provide a guarantee…

Supervised

8 min read

Car Insurance Prediction Model
Car Insurance Prediction Model

Jul 8

Temperature Regression model

This project is used to predict any apparent temperature value in one area based on several regressor or feature and prove some correlation between temperature and any features such as humidity, wind speed etc. …

Regression

10 min read

Temperature Regression model
Temperature Regression model

Jul 8

Mal Customer Segmentation

This project is used to create a model to do segmentation regarding mall visitor. As we know, there are many malls especially in the big cities, so as the mall management we need to know our customers so we can give service to them according to their segmentation. For example…

Clustering

7 min read

Mal Customer Segmentation
Mal Customer Segmentation

Jan 2, 2021

What is the demand for cocoa on the European market?

Europe is a very diverse and therefore interesting market for cocoa. Its chocolate processing and manufacturing industry is strong, requiring high volumes of cocoa beans. The industry processes large amounts of bulk cocoa, but demand for specialty cocoa is growing strongly. …

Makeovermonday 2020

1 min read

What is the demand for cocoa on the European market?
What is the demand for cocoa on the European market?

Sep 11, 2020

Cereals Healthy or Unhealthy

Cereals are convenient food for breakfast. Not only because of its taste but also the easiness to serve. Beside calories that are we needed for having breakfast we should also consider about sugar and fiber content from our cereals as our breakfast menu. We will visualize data for 77 names of cereals about not only their sugar contents but also fiber contents. From scattered diagram we can consider that most of cereals have high sugar content, or more than 5 g per serving. There is around 60% of cereals name, which have sugar content more than 5 g from all 77 cereals. So we should read the cereals ingredient in order to maintain our sugar intakes when we are having breakfast at the morning. We can choose cereals with low sugar and high fiber content to have healthy breakfast.

Tableau

1 min read

Cereals Healthy or Unhealthy
Cereals Healthy or Unhealthy

Sep 3, 2020

FacetGrid vs AxesSubplot Type with Seaborn

Seaborn is a powerful data visualization library which based on matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics. Two types of plot that used are FacetGrid and Axessubplot. While Axessubplot is a single plot of graph drawn at one time, FacetGrid is able to create…

Seaborn

3 min read

FacetGrid vs AxesSubplot Type with Seaborn
FacetGrid vs AxesSubplot Type with Seaborn

Aug 4, 2020

Map with Tableau

Women emancipation is hot topics in this early 2000. According to World Bank data, in 1997 average number of women in parliament is around 10.26%. The highest number region is North America by 16.50% and the lowest number is in Middle East and North Africa by 3.85%. This total average…

Maps

3 min read

Map with Tableau
Map with Tableau

Dec 5, 2019

Import module in phyton

Didalam bahasa pemprograman python kita membutuhkan fungsi-fungsi kita butuhkan dalam melakukan perhitungan dan proses yang lain. Fungsi-fungsi tersebut banyak yang sudah terdefinisikan di module-module yang telah dibuat sebelumnya, sehingga kita bisa menggunakan module-module tersebut dengan menggunakan proses import didalam python. …

3 min read

Import module in phyton
Import module in phyton

Nov 20, 2019

Exploratory Data Analysis for Car Price

Bandung Team Wilvan D Aritonang Bangun M Sagala Problem Statement : To Perform Exploratory Data Analysis (EDA) in order to predict what features that correlate with the car price, and explain the correlation between car popularity with the car price and finally come to the conclusion which car should be…

Data Science

4 min read

Exploratory Data Analysis for Car Price
Exploratory Data Analysis for Car Price
Bangun M Sagala

Bangun M Sagala

Following
  • Rukshan Pramoditha

    Rukshan Pramoditha

  • Angelica Lo Duca

    Angelica Lo Duca

  • Saul Dobilas

    Saul Dobilas

  • Eryk Lewinson

    Eryk Lewinson

  • Leihua Ye, PhD

    Leihua Ye, PhD

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