Jaya

Jaya

Jaya has spent much of her career building large-scale data pipelines, helping teams move from spreadsheet reporting to distributed systems like Hadoop and Spark. She's handled the operational headaches of big data projects firsthand, from schema drift to cluster tuning. She tests new tools before recommending them, helping engineers build systems that hold up under real data volumes.

54 Articles

Data Structure Interview Questions
By Jaya | August 21st, 2026

Data Structure Interview Questions and Answers

Do you ever think about what separates great candidates from others in data structure interviews? With my years of experience in conducting and taking part in several technical interviews, I have noticed very similar patterns that the best candidates use when...

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Data Engineer Interview Questions
By Jaya | August 21st, 2026

Data Engineer Interview Questions and Answers

If you are preparing for a data engineer interview, you already know how competitive this field has become. Companies across every industry are building massive data infrastructure and they need skilled engineers to run it. Whether you are a fresher...

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Grafana vs Splunk
By Jaya | August 19th, 2026

Grafana vs Splunk: Which One Should You Choose?

Data visualization and analysis are two integral parts of making the most of data for organizations. Using the right tools is essential to ensure these aspects are carried out fruitfully. Two such tools..

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data structures mcqs
By Jaya | August 19th, 2026

Data Structures MCQs with Answers

Preparing for data structures interviews or exams? This Top Data Structures MCQs collection is your ultimate practice resource. Questions are organized by topic for focused study — test your knowledge, identify gaps, and improve quickly....

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splunk careers
By Jaya | August 17th, 2026

Splunk Careers and Opportunities in Big Data

Have you ever wondered what millions of gigabytes of data look like? Have you got any idea how to work with this much data to derive meaningful insights from it? When the data at hand exceeds a certain limit..

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Get Splunk Certification
By Jaya | August 17th, 2026

Is It Worth Getting A Splunk Certification?

The IT sector is such that it is experiencing constant growth and enhancement. Consequently, more people are stepping into this sector and expanding the horizon of their career scope. While there..

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Become Splunk Master
By Jaya | August 17th, 2026

Tips and Tricks to Become Splunk Master

Splunk is a powerful and widely used platform for searching, analyzing, and visualizing machine-generated data. Whether you're a beginner or an experienced user, there are always ways to improve..

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Splunk Analytics For Hadoop
By Jaya | August 17th, 2026

What are the Benefits of Splunk Analytics For Hadoop?

Splunk is a big data collection and analytics platform. Most often, it is used for deriving insights from the gigantic volumes of machine data. Additionally, it is extremely easy to use and is being used globally..

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splunk expert
By Jaya | August 17th, 2026

How To Become A Splunk Expert?

Splunk has been steadily gaining importance since its inception in 2003. However, it was the emergence of big data that propelled Splunk's popularity in the industry. Essentially, Splunk is a software tool used to..

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Best Splunk Certifications
By Jaya | August 17th, 2026

Best Splunk Certifications To Look in 2026

The last few years have been particularly great for the tech world. A lot of technological advancements have happened around us, leading to a significant rise in the demand for IT professionals.

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what is big data
By Jaya | August 14th, 2026

What is Big Data?

There is a gigantic amount of data that is currently available and is still adding on. This is where the question - what is big data comes into the picture. It is amongst the most...

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What is Data Collection
By Jaya | August 12th, 2026

What is Data Collection? Types and Methods

Data collection involves the systematic gathering of observations or measurements to answer questions and solve problems. For example, Raj watched his favourite app crash for the third time this week and there are no logs or feedback. What now? He needs..

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What is Apache Kafka
By Jaya | August 12th, 2026

What is Apache Kafka?

Data is the new coinage in this technical world, it has a vital role in everyone’s life. Around 402.74 million terabytes of data is generated every day according to the latest stats. This unstoppable growth comes along with its own issues. As much..

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what is scala programming language
By Jaya | August 12th, 2026

What is Scala Programming Language?

Developers require simple yet effective tools to handle extensive data flow. Scala, a modern programming language to scale with your systems, data and innovative ideas. This versatile programming language ranks 32nd in the list of top programming languages...

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data types in mongodb
By Jaya | August 12th, 2026

Data Types in MongoDB

MongoDB is one of the most popular NoSQL database management systems (DBMS) these days. There are many reasons behind its popularity including flexibility, scalability, performance and agility. It uses BSON format to store data which..

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Importance of Big Data In Software Testing
By Jaya | August 12th, 2026

Importance of Big Data In Software Testing

We are living in an era of consistent change and growing complexity. The gigantic amounts of data everywhere holds the key to paving a smoother path for any organization's growth.

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how to install mongodb on windows
By Jaya | August 12th, 2026

How to Install MongoDB on Windows?

MongoDB is among the most popular NoSQL database management systems. Its use is global for storing large data amounts and creating web applications. Many individuals..

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What Is Grafana
By Jaya | August 12th, 2026

What Is Grafana and What is It Used for?

Grafana pertains to a highly powerful open-source monitoring & analytics solution. This one solution can visualize, alert & analyze on the metrics irrespective of where they’re stored..

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Data warehousing interview questions
By Jaya | August 12th, 2026

Top Data Warehousing Interview Questions and Answers

Are you preparing for a data-related job or want to clear the Data warehousing (DW) round? This blog post has compiled some of the frequently asked data warehousing interview questions. These questions will train you for your next data warehousing interview...

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Kafka Interview Questions
By Jaya | August 12th, 2026

Kafka Interview Questions and Answers (2026)

Kafka's interview procedure might be tough since they will be assessing not just your theoretical understanding, but also how you would troubleshoot Kafka and obtain operational value from using it in practice. As a result, developing a proper set of Kafka...

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MongoDB Certification
By Jaya | August 12th, 2026

How to Get MongoDB Certification: A Complete Guide

MongoDB is a highly scalable and flexible NoSQL document database platform. It works to overcome relational databases' limitations. It has very impressive horizontal scaling and load balancing capabilities..

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data warehousing tutorial
By Jaya | August 12th, 2026

Data Warehousing Tutorial for Beginners

Working in the field of data paints a clearer picture about the amount of data that gets generated on a daily basis. A shared platform further integrates and stores this data so that...

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future of hadoop
By Jaya | August 12th, 2026

The Future Scope of Hadoop and Big Data

The growing scope of Hadoop and big data is the main reasons why professionals are considering it for a better career opportunities. In this article we will discuss the scope in details.

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How to Become a Big Data Engineer
By Jaya | August 12th, 2026

How to Become a Big Data Engineer?

An interest in data, analytics, math, information technology or problem solving can lead to a successful big data engineer career. Advanced technologies have made collecting more data a possibility and led..

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What is Spark
By Jaya | August 12th, 2026

What is Apache Spark?

What if you could just analyze a river of data with just a bucket? It’s possible with Apache SparK. I have created this blog ‘what is Spark’ to help readers understand what this big data processing engine is all about. It is one of the best tools for multiple..

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Start a Career in Big Data
By Jaya | August 12th, 2026

Why Start A Career In Big Data?

Data has become an essential component of every business' success. It's a major factor that helps organizations decide what steps to take to move forward.

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delete duplicate rows in sql
By Jaya | August 12th, 2026

How to Delete Duplicate Rows in SQL?

Struggling with duplicate rows in your SQL database? These can potentially compromise data integrity, slow down queries, give inaccurate results and waste storage space.

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What Is AWS Big Data
By Jaya | August 12th, 2026

What Is AWS Big Data? A Complete Overview

Big data has proven to be more than just a buzzword. It is practically changing the face of organizations everywhere. Since data is being produced right, left, and center, companies have decided..

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DBMS Interview Questions
By Jaya | August 12th, 2026

DBMS Interview Questions and Answers

While you may have experience using databases as part of your daily job, you will have also developed an understanding of how databases work through three years of practical experience. Interviewers test you differently from practical applications. Interviewers look for more than just whether you can write SQL statements...

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What is DataStage
By Jaya | August 12th, 2026

What is DataStage?

So, what is DataStage? It’s an industry-top data integration tool for designing, developing and running jobs that move & convert data. This tool supports both extract, load and transform (ELT) & extract, transform and load..

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