Audhi Aprilliant
Data Scientist and Tech Writer
Category article
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....
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...
Category 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...
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...
Category press release
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...
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).
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...
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...
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...
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...
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...
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...
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...
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...
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...
Category data visualization
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...
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...
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,...
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...
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...
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...
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...
Category rprogramming
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...
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...
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...
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,...
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...
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...
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...
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...
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...
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...
Category data mining
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...
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...
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...
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 (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...
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...
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...
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...
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...
Category python
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
Category github
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...
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...
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...
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...
Category airflow
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...
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...
Category git
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...
Category data privacy
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...
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