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.

57 Articles

MongoDB MCQs
By Jaya | October 5th, 2026

MongoDB MCQs

Preparing to build a career in MongoDB? This MongoDB MCQs collection is designed to help you test your knowledge of MongoDB concepts, queries, indexing, aggregation, replication, sharding, security, transactions, and practical database development....

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SQL MCQs
By Jaya | October 5th, 2026

Top SQL MCQs With Answers

Preparing for your next SQL interview? This interactive SQL MCQ list is your ultimate resource. It includes the most frequently asked SQL multiple-choice questions for 2026, covering key topics..

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data structures mcqs
By Jaya | October 5th, 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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MongoDB Tutorial
By Jaya | September 24th, 2026

MongoDB Tutorial

MongoDB tutorial is the path to explore this database in a better light. The popularity of this database is growing and there is no doubt that its future will be bright too. This brings us to the need to..

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What Is Grafana
By Jaya | September 24th, 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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What is Apache Kafka
By Jaya | September 24th, 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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delete duplicate rows in sql
By Jaya | September 23rd, 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 ETL
By Jaya | September 23rd, 2026

What is ETL? Extract, Transform, Load Process Explained

In today’s data-driven world, businesses generate a huge amount of data every second. This data comes from multiple sources like websites, applications, databases and cloud platforms. But raw data alone is not useful. It is often unstructured, inconsistent and difficult to analyze....

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What is Informatica
By Jaya | September 23rd, 2026

What is Informatica and How Does It Work?

Information is flying from every corner in this data-driven world. One receives all this data from applications, legacy systems, websites, cloud platforms and beyond. However, this raw data equates to unrefined oil. It’s valuable but it will come out through processing, cleaning and making this data usable to...

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Hadoop tutorial
By Jaya | September 23rd, 2026

Hadoop Tutorial For Beginners

Hadoop is a leading data framework that provides utilities to help multiple computers solve queries around huge data volumes. It’s reliant on the MapReduce pattern wherein a big data problem is distributed into..

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Best ETL Tools
By Jaya | September 23rd, 2026

Best ETL Tools in 2026

Today, data is coming from everywhere. Websites, apps, social media, businesses and even IoT devices are constantly generating huge amounts of information or you may say data. Yet, raw data on its own is not very useful. It is most of the time unstructured...

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How to Become a Big Data Engineer
By Jaya | September 23rd, 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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how to install mongodb on windows
By Jaya | September 23rd, 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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splunk careers
By Jaya | September 23rd, 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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Create a Database in MongoDB
By Jaya | September 23rd, 2026

How to Create a Database in MongoDB?

Want to know how to create a database in MongoDB? You have come to the right place. There are different methods of creating a database in MongoDB. This article has...

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Learn MongoDB
By Jaya | September 23rd, 2026

A Beginner's Guide to Learn MongoDB

Making the most of this data means being highly organized and having easily accessible information. MongoDB's a document database that is built on lateral scale-out architecture...

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Create Collection in MongoDB
By Jaya | September 23rd, 2026

How to Create a Collection in MongoDB?

Database management systems (DBMS) are in a great demand these days. Its market size was estimated at USD 100.79 billion in 2023 and is expected to grow...

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data types in mongodb
By Jaya | September 23rd, 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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Best Splunk Certifications
By Jaya | September 23rd, 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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Grafana vs Splunk
By Jaya | September 23rd, 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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What Is AWS Big Data
By Jaya | September 23rd, 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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splunk expert
By Jaya | September 23rd, 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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Kafka Interview Questions
By Jaya | September 23rd, 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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DataStage Tutorial
By Jaya | September 23rd, 2026

DataStage Tutorial for Beginners

DataStage is an amazing tool that deals with high-quality data to gather business insight. It’s used by large organizations as a bridge between many of the platforms they use. It takes care of extraction, transformation..

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Start a Career in Big Data
By Jaya | September 22nd, 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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What is DataStage
By Jaya | September 22nd, 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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future of hadoop
By Jaya | September 22nd, 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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MySQL Interview Questions and Answers
By Jaya | September 22nd, 2026

MySQL Interview Questions and Answers

It is difficult to prepare for a MySQL job interview when you do not know what to expect from the interviewers. Having conducted many technical interviews myself and assisted candidates with their preparations for interviews, I wrote this guide containing the most popular MySQL interview questions and their answers that would help you get ready for your interview easily....

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Splunk Analytics For Hadoop
By Jaya | September 22nd, 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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Become Splunk Master
By Jaya | September 22nd, 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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