Andrew NguyeninTowards Data ScienceAirbnb Price Prediction: Multilayer Perceptrons with TensorFlow’s Keras APIThis project is my very first step in Deep Learning field with Neural Networks using TensorFlow and Keras to develop a regression model…Sep 21, 2020Sep 21, 2020
Andrew NguyeninTowards Data ScienceE-commerce Sales Reporting: ERR Diagram, SQL Processing and Data Studio DashboardThis project aims to walk you through how to leverage SQL in relationship mapping and data processing with multiple datasets, and to…Aug 23, 2020Aug 23, 2020
Andrew NguyeninTowards Data ScienceCustomer Segmentation: K-Means Clustering & A/B TestingThis project aims to study customer behaviours on digital platforms by grouping customers without any prior knowledge and conduct A/B…Aug 16, 2020Aug 16, 2020
Andrew NguyeninTowards Data ScienceCredit Risk Management: Classification Models & Hyperparameter TuningThe final part aims to walk you through the process of applying different classification algorithms on our transformed dataset as well as…Aug 10, 2020Aug 10, 2020
Andrew NguyeninTowards Data ScienceCredit Risk Management: Feature Scaling & SelectionFollowing feature engineering, this part moves to the next step in the data preparation process: feature scaling and selection, which…Aug 5, 2020Aug 5, 2020
Andrew NguyeninTowards Data ScienceCredit Risk Management: EDA & Feature EngineeringHow to clean and pre-process data using EDA and Feature Engineering techniques for Classification problems…Aug 2, 2020Aug 2, 2020
Andrew NguyeninTowards Data ScienceExchange Rate Prediction: Time Series Forecasting with ARIMAUtilizing the previous work with Regression, this final part will forecast future exchange rates with ARIMA, a machine learning model for…May 31, 2020May 31, 2020
Andrew NguyeninTowards Data ScienceExchange Rate Prediction: Machine Learning with 5 Regression ModelsToday, I’ll bring you through the 2nd part which deploys Machine Learning with the aim of finding the line that best fits the exchange…May 29, 20203May 29, 20203
Andrew NguyeninAnalytics VidhyaExchange Rate Prediction (part 1)Data Science ProjectMay 25, 20201May 25, 20201