How To Generate Parquet Files in JavaData Science by Sunny Srinidhi - April 7, 2020April 7, 202014 The Parquet file format has become very popular lately. In this post, we’ll see what it is, and how to create Parquet files in Java using Spring Boot.
Choreography-based Saga for Microservices and Serverless ApplicationsTech by Sunny Srinidhi - April 1, 20200 How do you take care of transactions in a microservices or serverless architecture? We’ll talk about choreography-based saga to solve this.
Here’s how you can Dockerize a Spring Boot web applicationTech by Sunny Srinidhi - March 24, 2020March 24, 20200 Docker is everywhere today, and if you’re not part of the wave, you’re missing out on a lot. But how to get started? I’ll show you how.
I started using SonarQube, and I’m glad I didTech by Sunny Srinidhi - March 18, 2020March 18, 20200 In this post, we’ll see what is SonarQube, how we can use it to analyse our code, and how to make sense of the results.
Coronavirus (COVID-19), technicallyGeneral by Sunny Srinidhi - March 13, 2020March 13, 20200 What is coronavirus or COVID-19? How it affects our body, and why old-aged people are affected more? Read on to find out more.
Geektrust Coding Challenge Changed MeTech by Sunny Srinidhi - March 11, 20201 I tried a GeekTrust coding challenge. And I was shocked and surprised at the results I got back, it was worth it. You should try it today.
How to build a simple data lake using Amazon Kinesis Data Firehose and Amazon S3Data Science by Sunny Srinidhi - March 3, 2020March 3, 20203 In this post, we’ll see how we can create a very simple, yet highly scalable data lake using Amazon’s Kinesis Data Firehose and Amazon’s S3.
Lemmatization in Natural Language Processing (NLP) and Machine LearningData Science by Sunny Srinidhi - February 26, 2020February 26, 20200 Lemmatization is one of the most common text pre-processing techniques used in Natural Language Processing (NLP) and machine learning in general. If you've already read my post about stemming of words in NLP, you'll already know that lemmatization is not that much different. Both in stemming and in lemmatization, we try to reduce a given word to its root word. The root word is called a stem in the stemming process, and it is called a lemma in the lemmatization process. But there are a few more differences to the two than that. Let's see what those are. How is Lemmatization different from Stemming In stemming, a part of the word is just chopped off at the tail end to arrive at
Stemming of words in Natural Language Processing, what is it?Data Science by Sunny Srinidhi - February 19, 2020August 27, 20241 Stemming is one of the most common data pre-processing operations we do in almost all Natural Language Processing (NLP) projects. If you're new to this space, it is possible that you don't exactly know what this is even though you have come across this word. You might also be confused between stemming and lemmatization, which are two similar operations. In this post, we'll see what exactly is stemming, with a few examples here and there. I hope I'll be able to explain this process in simple words for you. Stemming To put simply, stemming is the process of removing a part of a word, or reducing a word to its stem or root. This might not necessarily mean we're reducing a word
Overriding Spring Boot properties in Amazon LambdaTech by Sunny Srinidhi - February 11, 2020February 11, 20200 In this post, we’ll see how we can maintain Spring Boot properties in an Amazon Lambda function without making code changes.