Projects

Analyze the correlation between Covid 19 and number of tourism attraction visits at 5 big city in Indonesia (Bandung, Jakarta, Semarang, Surabaya, and Yogyakarta). 

Dashboard Final Project

Poster Final Project

The project is assigned to complete Final Project in THK Bali Project accomodated Fresh Graduate Academy Program in collaboration with Binar Academy.

Team :

1. Haidar Ahmad Ma'arif (Leader)

2. Miftahul Khoir Shilahul Umam

3. Mardhani Dwi Novianto

4. Nurul Fadil

5. Yusuf Pradnya Darpita

Analyze features influencing price predictions for new hotels to be developed and develop model for price prediction for new hotels which will be developed. Model used is Neural Network.

The analysis is assigned to present in Final Data Analytics Competition FIND IT! 2023. The team won 3rd Place. 

Data Scientist Muda Team :

1. Mardhani Dwi Novianto (Leader)

2. Riza Isna Khoirun Nisa

3. Galang Sumantri

Analyze clustering province in Indonesia based on Education Indicator to support equity in the quality of education using Gaussian Mixture Model (GMM).

The analysis is assigned to present in Final Mathematics Paper Competition (MAPTION) 2023. The team won 5th Place in this competition.

Team :

1. Mardhani Dwi Novianto (Leader)

2. Galang Sumantri

3. Pusparani Puan Prihastuti 

Analyze clustering province in Indonesia based on IP-TIK or ICT Development Index to overcome gap in the development of technological progress between provinces using Fuzzy C-Means.

The analysis is assigned to present in Webinar & Kompetisi of Data Science and Analytics Data with Python. Won 2nd Place in this competition. 

Perform completing a case study and present deliverable as a Data Scientist such as Visualization Dashboard and Machine Learning Algorithm. 

The dashboard describes the distribution of Covid-19 in Indonesia in terms of time and provinces.
Dashboard 

Machine learning algorithm is used to build model and predict customer churn.

The challenge is assigned to complete Data Science Bootcamp in Fresh Graduate Academy Program in collaboration with Binar Academy.

Certificate of Completion 

Certificate of Competencies 

Perform modeling and predicting customer churn using machine learning model. Machine learning model used is AdaBoost Classifier.

Dashboard Final Project

The project is assigned to complete Data Science Track in Startup Campus.

Team :

1. Mardhani Dwi Novianto (Leader)

2. M. Nurkatesya Rahman

3. M. Luthfi Al-Ghifari

4. M. Fikrussyifa Kemal Fasya

5. Nadya Vallentina Febrianti

Analyze existing data in the public service sector (Indonesian News data).

The analysis is assigned to present in Data Analyst Code Challenge Competition MIT - Week 2022. The team won 2nd Place in this competition. 

Unixversal Team :

1. Raden Bayu Setya Nugroho (Leader)

2. Mardhani Dwi Novianto

3. M. Fikrussyifa Kemal Fasya

Regression Analysis to Panel Data in realization of financial revenue in regencies/cities in Central Java 2017-2019.

The analysis is assigned to present in Lomba Esai dan Media Pembelajaran Matematika (LEMM) 2021. Registered on the waiting list participant in this competition. Waiting list are participants who can take part in the final round when the finalist can't join the series of final round.

Regression Analysis to Panel Data in realization of financial revenue in regencies/cities in East Java 2018-2020.

The analysis is assigned to present in Data Analysis Competition NSC 2021. The team didn't qualify for final round so it only as a Semifinalist in this competition.

Team :

1. Mardhani Dwi Novianto (Leader)

2. Pusparani Puan Prihastuti