Remove Amazon Web Services Remove Data Cleanse Remove Data Science Remove Datasets
article thumbnail

Apache Kafka Vs Apache Spark: Know the Differences

Knowledge Hut

Spark Streaming Kafka Streams 1 Data received from live input data streams is Divided into Micro-batched for processing. processes per data stream(real real-time) 2 A separate processing Cluster is required No separate processing cluster is required. it's better for functions like row parsing, data cleansing, etc.

Kafka 98
article thumbnail

Fivetran Supports the Automation of the Modern Data Lake on Amazon S3

phData: Data Engineering

Fivetran today announced support for Amazon Simple Storage Service (Amazon S3) with Apache Iceberg data lake format. Amazon S3 is an object storage service from Amazon Web Services (AWS) that offers industry-leading scalability, data availability, security, and performance.

Insiders

Sign Up for our Newsletter

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

article thumbnail

Top 12 Data Engineering Project Ideas [With Source Code]

Knowledge Hut

Working on a data engineering project will not only give you a deeper understanding of how data engineering works, but it will also improve your problem-solving skills as you encounter and fix problems within the project. What are Data Engineering Projects? Data pipeline best practices should be shown in these initiatives.

article thumbnail

15+ Must Have Data Engineer Skills in 2023

Knowledge Hut

As a data engineer description, you must be ready to explore large-scale data processing and use your expertise and soft skills to ensure a scalable and reliable working environment. Data engineers need to work with large amounts of data and maintain the architectures used in various data science projects.

article thumbnail

Big Data Analytics: How It Works, Tools, and Real-Life Applications

AltexSoft

As you now know the key characteristics, it gets clear that not all data can be referred to as Big Data. What is Big Data analytics? Big Data analytics is the process of finding patterns, trends, and relationships in massive datasets that can’t be discovered with traditional data management techniques and tools.

article thumbnail

20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

Data professionals who work with raw data like data engineers, data analysts, machine learning scientists , and machine learning engineers also play a crucial role in any data science project. And, out of these professions, this blog will discuss the data engineering job role.

article thumbnail

50 Artificial Intelligence Interview Questions and Answers [2023]

ProjectPro

With so many pseudo-data scientists cropping up due to numerous data science bootcamps and courses that offer theoretical learning, the interview questions for AI and machine learning jobs are getting streamlined to filter those who understand how real-world implementation works.