Nov 28, 2020Masters Program at University of LimerickHere is a personal story or call it documentation of my experience in Limerick, pursuing my masters. I would like to narrate it in a very pleasant way, covering before coming, while pursuing, and after completing the masters. Before Reaching Ireland: I was having a very good time in India…Masters Degree6 min read
Published in Analytics Vidhya·Nov 3, 2020DataPipeline using Apache Beam and Google Cloud DataFlow as Runner and BigQuery as DataSinkIn this article, we will be looking into creating a data pipeline using Google Cloud Platform(GCP) services. I have been learning through Coursera specialization in Data Engineering, Big Data, and Machine Learning GCP thought of creating something outside of the course on my own. Luckily I got a nice use…Google Cloud Dataflow4 min read
Oct 27, 2020File type conversion using PythonThis is an attempt to make the file conversion from one format to another through the python program. This is done using API from Anyconv. Code: GitHub Motivation: Anyconv provides a very simple interface to get the file format conversion from one format to another. But when there are many…File Conversion3 min read
Sep 8, 2020Covid-19 Kannad Language Sentiment Analysis DatasetAt this time of writing this article, I had completed my Masters in Software Engineering a week ago. In my final sem thesis project, I had done the sentiment analysis for Kannada Language using Multi-Lingual BERT. TL;DR: Translated Dataset and Source Data. After spending a lot of time browsing for…Covid 192 min read
Jul 6, 2020Build and Deploy Tensorflow Model and its integration with a Flask application from scratchIn this article, we will cover what needs to be done to deploy the TensorFlow model with the TensorFlow model server and related commands. I have extended one of my previous projects with new topics covering early stopping and model evaluation techniques. …Tensor Flow2 min read
Jul 5, 2020Useful VIM shortcutsA short introduction, vim is an improved version of VI editor. I was introduced to it in one of the institute who taught me the C programming language. I am glad to be introduced to it. I love programming in VIM editor. I have gotten used to it so much…Vim2 min read
Jun 5, 2020Simple Linear Regression using TensorflowIn this article would like to cover, how to solve a linear regression problem using Tensorflow framework. In this, I will not be covering too many details on the EDA process. This is a very simple dataset and this just to show how simple it is to solve using TensorFlow…Tensor Flow4 min read
Apr 24, 2020Docker for existing Rails app with PostgresqlAt the beginning of my career, I used to install any software or programming languages directly into my system. I was happy with that at that time. So was executing any ruby program with ruby filename.rb. Whereas Ruby has rvm to manage different versions of a ruby in your system…Docker4 min read
Mar 22, 2020End to end Machine Learning SolutionHello, this is about the complete flow for a regression machine learning solution. EDA — Exploratory Data Analysis is the first step towards any machine learning problem. It is about understanding the data before moving further. It goes like understand the problem first and then solve it. I feel more…Gridsearchcv5 min read
Mar 21, 2020EDA - Data ImputationHello, getting straight into the business. Data Imputation is about filling the missing data of your dataset. Of course, pandas are used and no particular dataset is used rather data frame is created for the understanding purpose. This is done in three steps Data visualization with proper data What is…Data Imputation2 min read
