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Introduction to Infographic for Preparatory Discussion Forum
Overview On March 18, 2023, I had the privilege of being selected as a speaker for the preparatory discussion forum of the highly regarded Satria Data 2023 competition, specifically focusing...
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
The Data Science Learning Studio (DSLS) 2022 program, developed by the Indonesian Data Science Community, serves as an ideal space for fresh graduates and professionals to enhance their hard skills...
BigID Professional Course
Course Overview The BigID course is an essential training program designed to cater to the needs of BigID customers and partners. It offers a comprehensive understanding of the BigID platform...
Statistical Workshop at IPB University, April 2021
Overview On 18th April 2021, I had the honor of being invited as a facilitator at a biochemistry department workshop, Education and Training (EDTA). The main topic of the workshop...
Statistics Academy at Department of Statistics IPB University, March 2021
Overview In 2021, the students association of Gamma Sigma Beta, Department of Statistics organized an event called Statistics Academy, aimed to enhance their members’ skills and knowledge. Statistics Academy is...
Best Notebooks from the Machine Learning Bootcamp
As part of the Machine Learning Bootcamp, it was exciting to see the number of eager learners participating and completing both the ‘Machine Learning Bootcamp – Beginner’ track and the...
Natural Language-based Financial Forecasting
Natural language-based financial forecasting (NLFF) is an emerging field that lies at the intersection of natural language processing (NLP) and financial forecasting. NLFF encompasses several areas, including semantic computing, natural...
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...
Creating and Sharing Beautiful Source Code with Carbon
Overview As a Data Scientist, it is common to work with programming languages such as R or Python for data manipulation, building classification models, creating interactive data visualization, and more....
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...
Victory in Data Analysis Competition at ITS 2019
As a member of Pekan Analisis Statistika, I collaborated with Aynayatul Khoiriyah for the Data Analysis Competition (DAC) held in 2019. Since it was an international event in the Southeast...
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
The demand for Data Scientists in the digital industry in Indonesia has sharply increased since the rapid growth of e-commerce in recent years. This can be observed from the announcement...
Tag data mining
Step-by-step Manual Calculation of Genetic Algorithm
Genetic Algorithm The Genetic Algorithm is a powerful optimization algorithm that operates on the principles of natural evolution, following the concepts of Charles Darwin’s theory of evolution. In contrast to...
Exploring Olympic Data 1896-2016 through Explanatory Data Analysis
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: An In-Depth Analysis 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 in 2016
Background The creative industry, as defined by Pahlevi (2017), encompasses a diverse range of human activities involving the creation, production, distribution, exchange, and consumption of goods and services with cultural,...
Visualizing Twitter Data: A Case Study of the 2019 Indonesian General Election
Overview In this project, primary data was collected from Twitter by crawling on 28th - 29th of May 2019. The data is stored in csv format (comma delimited) and consists...
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 of Online Retail Data from 2011: Understanding Customer Behavior for Improved Retention
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...
Exploring Multivariate Relationships: Statistical Analysis of Complex Data Structures
Overview Multivariate analysis refers to the statistical exploration of experiments in which multiple measurements are taken on each unit, with the structure and relationship among these measurements being of key...
Data Visualization Through Leaflet Using R
Overview The Leaflet library is a popular open-source tool for creating spatial data visualizations. It provides a user-friendly way to create interactive maps that can be easily integrated into various...
Multivariate Normal Distribution: Theory and Applications
Overview The multivariate normal (MV-N) distribution is a powerful tool in multivariate statistics, providing a generalization of the one-dimensional normal distribution to higher dimensions. The “standard” MV-N distribution, which is...
Biplot Analysis on the Indonesia Poverty Data 2010
Background According to Nurwati N (2008), poverty is a problem that has always been faced by humans. The problem of poverty is as old as human civilization itself, and its...
Tag programming
Exploring Data Science through My Articles and Projects on Medium
Overview Medium is a well-regarded platform for publishing and sharing articles globally. As a data science enthusiast, I began writing articles on Medium two months ago and have since connected...
Utilizing Apache Airflow for Efficient Job Orchestration in Web Scraping of Covid-19 Data
Overview Airflow is a platform that elevates cron jobs to the next level, enabling the creation and monitoring of task scheduling. Airflow utilizes directed acyclic graphs (DAGs) as workflows to...
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 a widely used programming language due to its interpretive nature, high-level of abstraction, and general-purpose application. It was created by Guido van Rossum and was first released...
CodeChef: A Comprehensive Platform for Competitive Programming
Overview CodeChef is a platform that aims to help programmers excel in the world of algorithms, computer programming, and programming contests. Its primary goal is to provide a platform for...
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...
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