This is my repository containing a portfolio of data science projects for academic, boot camp, and self-learning purposes.
- 👧 My name is Dwi Ayu Nouvalina
- ❤️ I love math, business, data, and technology
- 🌱 I’m currently learning at Purwadhika Digital Technology School through Digital Talent Incubator (DTI) - Data Science Program
- 🏢 I used to work at Dotlines Group as Business Development
- 🏫 I joined boot camp/online courses at Coursera, Dicoding Academy, Rakamin Academy, DQ Lab
- ⚡ Fun fact: Love arts and drawing 🎨
- Mini Cake Shop: Create simple application using CRUD python.
- Public Transportation Analysis: Analyze public transportation using python and visuzalize using Tableau.
- E-Commerce Business Performance Analysis Using SQL: Analyze an e-commerce business performance to improve their business growth using SQL.
- Investigate Hotel Business Analysis Using Data Visualization : Analyze city and resort hotels to reduce cancellation rates using python and Power BI.
- Regression - Youtube Views Prediction: A model to predict youtube views
- Regression - Used Car Auction Price Prediction: A model to predict used car price based on its value utilizing machine learning. The new price is generated based on company problems. Business analysis and recommendations are provided.
- Classification - Predict Customer Clicked Ads to Boost Marketing Target : A Model to predict whether customer will click the ads to boost marketing campaign.
- Classification - Improving Employee Retention: A model to predict employee attrition to improve employee retention using machine learning.
- Clustering - Airlines Passengers Clustering: Clustering the airlines passengers based on customer behavior. Business analysis and recommendations are provided.
- Clustering - Predict Customer Personality: Clustering the customer personalities to boost marketing campaign. Business analysis and recommendations are provided.
- Content-Based Filtering
Skin Care Product Recommender System Using Content-Based Filtering
