NoSQL is a type of database that is used to store and retrieve data that is not structured like a traditional relational database. MongoDB...
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PySpark Window Functions – Combining Windows and Calling Different Columns
PySpark Window functions are used to calculate results such as the rank, row number e.t.c over a range of input rows. PySpark Window functions operate...
Continue readingMastering PySpark Window Ranking Functions: A Comprehensive Guide with Code Examples and Performance Profiling
In this article, we will discuss PySpark Window Ranking Functions, which are used to sort and rank data within groups. We will cover various...
Continue readingPySpark Partitioning by Multiple Columns – A Complete Guide with Examples
In this article, we'll explore PySpark's partitioning feature, which allows us to partition our data by one or more columns. Partitioning can help optimize...
Continue readingMastering PySpark Window Functions: Cumulative Calculations (Running Totals and Averages)
PySpark window functions are an essential tool for processing and analyzing large datasets. In this blog post, we'll dive into one of the most...
Continue readingApache Kafka: A Step-by-Step Guide to Handling Producer and Consumer Failures
Comprehensive guide on how to handle Apache Kafka producer and consumer failures. This post offers step-by-step code examples and practical advice on configuring fault...
Continue readingMastering Apache Kafka Architecture: A Comprehensive Tutorial for Data Engineers and Developers
An in-depth overview of the architecture of Apache Kafka, a popular distributed streaming platform used for real-time data processing. It explores the key components...
Continue readingAnatomy of Kafka Architecture
Apache Kafka builds real-time streaming data pipelines. What this means is that; using apache Kafka you can move data from one system to another...
Continue readingPySpark Window Functions – Simple Aggregation: A Real-World Guide
Learn how to use Pyspark window functions for simple aggregations in this step-by-step tutorial. Follow real-world use cases with code examples and understand when...
Continue readingApache Kafka Guru – Zero to Hero in Minutes
In this course you will learn about Apache Kafka. Just in few minutes you will be on the route to be an Apache Kafka...
Continue readingMaster Apache SQOOP with Big Data Hadoop
In this apache sqoop tutorial, you will learn everything that you need to know about Apache Sqoop and how to integrate it within Big...
Continue readingEverything you need to know about Hadoop Shell
Hadoop Shell is a Linux like terminal utility that can be used to interact with Hadoop’s distributed file system. For Linux users it will...
Continue readingHow to setup Apache Hadoop Cluster on a Mac or Linux Computer
If you have checked our post on How to Quickly Setup Apache Hadoop on Windows PC, then you will find in this post that its...
Continue readingHow to Quickly Setup Apache Hadoop on Windows PC
Hadoop is an open source distributed storage and processing software framework sponsored by Apache Software Foundation. It’s core technology is based on Java as...
Continue reading6 Reasons Why Hadoop is THE Best Choice for Big Data Applications
Often people ask us about what is big data? what is Hadoop? Where did it come from? and why it’s such a hot topic...
Continue readingHow to find bad partitions in a huge HIVE table
Recently we found an issue with use of ANALYZE table queries inside Hive, where analyze command was changing ‘LOCATION’ property of random partitions in...
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