Running A/B Testing Using Google Optimize Around 1 year ago, we decided to develop a new version (let's call it version 3) for our website to replace our old one (let call it V2). The reasons, Our infrastructure at that time could no longer tolerate the barrage traffic of users. …

When I first joined my company more than 2 years ago, my tasks at that time was heavily focused on the analytical and dashboard reporting side. …

As our customer base grows, we start seeing the importance of understanding our customer's journey inside our products. Before this, we rely heavily on Google Analytic Web to understand our customer journey. …

Welcome to Part 2 of Building a Simple Batch Data Pipeline from AWS RDS to Google BigQuery. You can check out Part 1 on how to set up a batch data pipeline using AWS Datapipeline before you begin this. As described in Part 1, our approach for this batch data…

A couple of months ago, I was assigned to set up a batch data pipeline using AWS Data pipeline service to bring our operation(production) data from AWS RDS(used as our production db) into Google Bigquery(our data warehouse) on daily basis. …

When I did my master project. One of the obstacles that I faced was to scrap data from multiple websites. At first, I was contemplating manual scrapping but after hours of tedious copy-paste from websites to excel spreadsheet, including multiple typos error and miss-entry, I finally gave up.

I guess amongst the biggest dilemma faced by a house buyer or seller is to determine the fair price of the house. This sparked me in developing machine learning models that can help to determine the price of a house with a profound accuracy. I developed 3 ensembles model which…