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…13 min read·Sep 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…7 min read·Aug 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…10 min read·Aug 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…8 min read·Aug 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…9 min read·Aug 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…10 min read·Aug 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…11 min read·May 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…10 min read·May 29, 2020--3--3
Andrew NguyeninAnalytics VidhyaExchange Rate Prediction (part 1)Data Science Project9 min read·May 25, 2020--1--1
