JayasagarStatic Website: Continuous Deployment on Google Cloud PlatformHow to automate the deployment of static Gatsby website application on Google Cloud Platform? This was the question I asked myself when I…Jun 4, 2019Jun 4, 2019
JayasagarIntroduction to Cross Validation TypesCross-validation is a technique to measure the performance of a particular model using various datasets. It helps to understand the error…May 20, 2019May 20, 2019
JayasagarMachine Learning prediction accuracy statistics summaryPart of the model accuracy testing step through test dataset, Classification accuracy, Confusion Matrix, and Classification Report…May 20, 2019May 20, 2019
JayasagarSpark ML Linear regression models and sample performance tuningIn the last post, I tried to describe the data loading part and extracted mappings to convert the categorical features to binary-encoded…Aug 14, 2018Aug 14, 2018
JayasagarData loading and Categorical feature binary mappingIn this post, I will try to explain with an example of data loading and categorical feature binary mapping.Aug 14, 2018Aug 14, 2018
JayasagarStart Jupyter to work with Spark MLIn this post i.e. Part 1 of the series, I will cover how to setup and run Spark ML using Jupyter. And then I will come of the basics around…Aug 14, 2018Aug 14, 2018
JayasagarPython — Hello World Machine Learning!In this blog, I will cover the various Machine Learning algorithm’s model building and predict the accuracy of each model using the Python…Dec 25, 2017Dec 25, 2017
JayasagarAkka Reactive Kafka — Resilient Closed Graph StreamWhen I was working with Market Logic Software, Berlin, we built data integration pipeline using Akka reactive kafka. After deploying our…Dec 20, 2017Dec 20, 2017
JayasagarPython basics — Quick notesThis blog is about how quickly I learned certain concepts in Python to boost up my Machine Learning skills using Python. My goal was to…Dec 19, 2017Dec 19, 2017
JayasagarAkka Streams Javadsl Graph Partition exampleThis is a quick and small post gives you a complete reference example to Javadsl Akka Streams Graph partition.Dec 18, 20171Dec 18, 20171