Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Different Streaming Methods with Apache Spark and Kafka

Databricks via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore different streaming methods using Apache Spark and Kafka in this 34-minute conference talk by Itai Yaffe from Nielsen. Learn how Nielsen Marketing Cloud (NMC) transformed their data infrastructure to support real-time analytics for marketers and publishers. Discover the journey from CSV files and standalone Java applications to multiple Kafka and Spark clusters, handling a mixture of streaming and batch ETLs while supporting 10x data growth. Gain insights into early adoption experiences with Spark Streaming and Spark Structured Streaming, including overcoming technical challenges. Examine a unique solution using Kafka to simulate streaming over a Data Lake, reducing cloud service costs. Cover topics such as Kafka and Spark Streaming for stateless and stateful use cases, Spark Structured Streaming as an alternative, combining Spark Streaming with batch ETLs, and "streaming" over Data Lake using Kafka.

Syllabus

Intro
Problems
Whats Next
Local Aggregation
Weaknesses
Kafka
Summary
Recap
Big Data for Women
Questions

Taught by

Databricks

Reviews

Start your review of Different Streaming Methods with Apache Spark and Kafka

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.