article thumbnail

Apache Kafka Architecture and Its Components-The A-Z Guide

ProjectPro

A detailed introduction to Apache Kafka Architecture, one of the most popular messaging systems for distributed applications. Apache Kafka is one of the most popular open-source distributed streaming platforms for processing large volumes of streaming data from real-time applications. Table of Contents Why is Apache Kafka so popular?

Kafka 40
article thumbnail

Disadvantages of Big Data

Knowledge Hut

But do you know there are certain disadvantages of big data along with the pros? This article will talk about the challenges faced in using, storing, processing, and retrieving big data. Top 10 Disadvantages of Big Data 1. Another crucial factor to reckon with is the existing IT architectural framework.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Data Science for IOT: Challenges, Technologies, Importance

Knowledge Hut

Here is the architecture diagram for the same: In this system, we have Raspberry Pi simulator that sends temperature and humidity values to an Azure IoT Hub. Azure IoT Hub interfaces with Azure Stream Analytics, which processes the data and stores it in CosmosDB. Here are some key skills of Data Engineering and Data Science in IoT: A.

article thumbnail

Top 10 Hadoop Tools to Learn in Big Data Career 2024

Knowledge Hut

Mahout Overview: Apache Mahout is an open-source ML library that helps leverage big data computation through Hadoop MapReduce. Since the architecture is flexible, one can easily modify the algorithms. Features: Mahout supports several ML algorithms used for clustering the data, classifying them, regression, etc.

Hadoop 52
article thumbnail

12 Big Data Project Topics with Source Code 2023

Knowledge Hut

The top big data projects that you shouldn't miss are listed below. Top 12 Big Data Project Ideas (With Source Code) Applying what you've learned will be necessary. Working on big data projects will allow you to exercise your big data skills.

article thumbnail

What is AWS Data Pipeline?

ProjectPro

This blog will teach you about AWS Data Pipeline, its architecture, components, and benefits. You’ll also learn the steps to build an AWS Data Pipeline. Table of Contents What is an AWS Data Pipeline? AWS Data Pipeline Examples Image Source: d2908q01vomqb2.cloudfront.net/

article thumbnail

20 Solved End-to-End Big Data Projects with Source Code

ProjectPro

Ace your big data interview by adding some unique and exciting Big Data projects to your portfolio. This blog lists over 20 big data projects you can work on to showcase your big data skills and gain hands-on experience in big data tools and technologies.