Author: <span class="vcard">Indira Nellutla</span>

Docker Google Container Engine kubernetes minikube

Recently, I started my first experiments with Kubernetes, Google’s open-source orchestration platform for Linux Containers. As containers have become more important to businesses, it has become necessary to create a…

Docker kubernetes minikube

automation Data scraping Extracting data Machine Learning

Data Versioning Machine Learning quilt

We have been testing data-rich applications for a long time. And like any experienced tester, we realize how difficult it is to create, maintain and update data every time the…

Data Versioning Extracting data Machine Learning python quilt

Data visualization Jupyter Notebooks Machine Learning python

When testing highly data dependent products, I find it very useful to use data published by governments. When government organizations publish data online, barring a few notable exceptions, it usually…

Data scraping Extracting data Machine Learning

Data Sources Machine Learning Mockaroo Dataset

Data scraping Machine Learning Pandas python

I am sharing some tips and tricks on cleaning data and restructuring the data you are using for testing. Why this post? Qxf2 works with many data intensive applications. I’ve…

Data Cleaning Machine Learning Pandas python