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Certified Information Privacy Manager – CIPM

INDONESIA – 2022/07/01 – Audhi Aprilliant, has earned the ANSI-accredited designation of Certified Information Privacy Manager (CIPM) through the International Association of Privacy Professionals (IAPP).

Data Science Learning Studio (DSLS) 2022

Data Science Learning Studio (DSLS) 2022 is a program created by the Indonesian Data Science Community which is a data science learning space for fresh graduates and professionals in scaling...

BigID Professional Course

Course Overview Designed for BigID customers and partners who seek a multi-disciplinary understanding of BigID in a condensed format, this course combines bizuser, operator and admin topics into a single...

Statistical Workshop at IPB University, April 2021

Overview On 18th April 2021, I was invited as a facilitator at biochemistry department workshop, Education and Training (EDTA). The main topic is about the implementation of Statistics in biochemistry...

Statistics Academy at Department of Statistics IPB University, March 2021

Overview In 2021, the students association of Gamma Sigma Beta, Department of Statistics held an event to scale up their members’ skills and knowledge, Statistics Academy. For the information, it’s...

Best Notebooks from the Machine Learning Bootcamp

Hello DPhiers! The Machine Learning Bootcamp saw a lot of enthusiastic learners participate and complete the bootcamp both in the ‘Machine Learning Bootcamp – Beginner’ track and the ‘Machine Learning...

Natural Language-based Financial Forecasting

Natural language-based financial forecasting (NLFF) is a new terminology which becoming the intersection between natural language processing (NLP) and financial forecasting (Xing et al. 2018). NLFF covers several aspects, such...

Nazief and Adriani Algorithm - Stemming Algorithm for Indonesian Language

Text pre-processing is one of the vital and essential tasks in text mining and information retrieval. Text pre-processing is used to prepare unstructured data for knowledge extraction (Khedr et al. 2017). Several...

Create and Share Beautiful Source Code Using Carbon

Overview As Data Scientist, we usually work with programming language such as R or Python to manipulate data, build classification model, build interactive data visualization, or something else. It’s good...

Process Big Data Become Useful Information

By using big data, three IPB University teams student won National Data Summit Competition held by Digital Business Ecosystem Research Center, Telkom University, Thursday (7/11). The first team consist of...

IPB University Students Won Awards in GEMASTIK XII

BOGOR-RADAR BOGOR. The contingent of IPB University students won three awards in the Pagelaran Mahasiswa Nasional Bidang Teknologi XII (Gemastik) 2019 at Telkom University (24-27/10), Bandung West Java. IPB University...

IPB University Students Design the Smart QC Application for Future Agriculture

Technological advancements encourage automation, especially in industry. Like a knife, technology has two sides. One side can be useful and the other side can backfire. On the other hand, the...

Win the Data Analysis Competition ITS 2019

As Pekan Analisis Statistika, I had team with Aynayatul Khoiriyah. The DAC was using english because it is international event, Southeast Asian region. There were 3 stages in DAC 2019,...

Business Ideas with Empowering Local Farmers, Three IPB Students snatches Two wins at a Time

Three students of the Bogor Agricultural Institute (IPB) did not want to be just ordinary students. They took the initiative to initiate a souvenir business. They shared their ideas in...

Data Scientist, the Sexiest Job Ever

Permintaan perusahaan digital di Indonesia terhadap Data Scientist meningkat tajam sejak perkembangan dunia e-commerce yang sangat pesat akhir-akhr ini. Hal ini dapat dilihat, pada tahun 2017, pemerintah Republik Indonesia melalui...

Tag data mining

Step-by-step Manual Calculation of Genetic Algorithm

Genetic Algorithm The Genetic Algorithm is one of the metaheuristic algorithms. It has a similar mechanism as the natural evolution of Charles Darwin’s theory (published in 1859). If you ask...

Explanatory Data Analysis of Olympics Data 1896 - 2016

Develop Project Proposal 1. Description As a scientist in the Sport field, we are asked to do deep analysis which will be focused through data visualization. The analysis will find...

Diamond Price Prediction Using Machine Learning

Case Study Diamonds are priced according to the 4 C’s. Diamond carat weight and diamond color tend to have the most impact on the price. However, many factors contribute to...

Correspondence Analysis of Badan Ekonomi Kreatif Indonesia 2016

Background According to Pahlevi (2017), creative industry is defined as a system of human activities, both groups and individuals related to the creation, production, distribution, exchange and consumption of goods...

Twitter Data Visualization (case study: Indonesia General Election 2019)

Overview For this project, we use primary data of Twitter by crawling on 28th - 29th of May 2019. Further, the data is in csv format (comma delimited). It refers...

Getting Started with Data Science Using Python

Case Study Rosie Reeves is an entrepreneurial middle-school student who sells homemade lemonade from a stand at the park near her house. To promote her lemonade-stand, she distributes leaflets in...

Cohort Analysis on Online Retail Data 2011

Case Study Cohort analysis is a subset of behavioral analytics that takes the data from a given eCommerce platform, web application, or online game and rather than looking at all...

Multivariate Analysis

Overview Multivariate analysis is conceptualized by tradition as the statistical study of experiments in which multiple measurements are made on each experimental unit and for which the relationship among multivariate...

Data Visualization Through Leaflet Using R

Overview Leaflet is an open-source JavaScript library for interactive web maps. Leaflet is designed with simplicity, performance and usability in mind. It’s lightweight, simple, and flexible, and is probably the...

The Multivariate Normal Distribution

Overview The multivariate normal (MV-N) distribution is a multivariate generalization of the one-dimensional normal distribution. In its simplest form, which is called the “standard” MV-N distribution, it describes the joint...

Biplot Analysis on the Indonesia Poverty Data 2010

Background Menurut Nurwati N (2008), kemiskinan merupakan masalah yang selalu dihadapi manusia. Masalah kemiskinan memang sama tuanya dengan usia kemanusiaan itu sendiri dan implikasi permasalahan-nya dapat melibatkan berbagai segi kehidupan...

Tag programming

My Data Science Articles and Projects on Medium

Overview Medium is a one of a good platform to write and share your article over the world. I started writing data science article on Medium since two month ago...

Apache Airflow as Job Orchestration for Web Scraping of Covid-19

Overview Airflow is a platform to programmatically author, schedule, and monitor workflows. Use airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The airflow scheduler executes our tasks...

Git as Version Control System - Introduction

Overview Git is a free and open source distributed version control system (VCS) designed to handle everything from small to very large projects with speed and efficiency. Git was created...

Apache Airflow as Workflow Management System

Overview Airflow is a platform to programmatically author, schedule and monitor workflows. Use Airflow to author workflows as Directed Acyclic Graphs (DAGs) of tasks. The Airflow scheduler executes your tasks...

We Need Python for Helping Our Task

Overview Python is an interpreted, high-level, general-purpose programming language. Created by Guido van Rossum and first released in 1991, Python’s design philosophy emphasizes code readability with its notable use of...

CodeChef as Competitive Programming Platform

Overview CodeChef was created as a platform to help programmers make it big in the world of algorithms, computer programming, and programming contests. At CodeChef, they work hard to revive...

Data Science Academy - COMPFEST UI 2019

COMPFEST COMPFEST is an annual one stop IT event run by students of the Faculty of Computer Science, University of Indonesia. As the biggest IT event run by students, it...

Automation System of Covid-19 Data

In Indonesia, for making data analysis, we should collected the daily data, which is limited. So, this program will update the data automatically from trusted source, Kompas news as one...