Spark Tutorial for Beginners
Explore Spark in depth and get a strong foundation in Spark. You'll learn: Why do we need Spark when we have Hadoop? What is the need for RDD? How Spark is faster than Hadoop? How Spark achieves the speed and efficiency it claims? How does memory gets managed in Spark? How fault tolerance work in Spark? and more
Integrating Kafka With Spark Structured Streaming
☞ https://morioh.com/p/33ee2699c283
PySpark Cheat Sheet: Spark DataFrames in Python
☞ https://morioh.com/p/3b267a5f96de
A beginner's guide to Spark in Python
☞ https://morioh.com/p/decb9c4fc812
Explore Spark in depth and get a strong foundation in Spark. You'll learn: Why do we need Spark when we have Hadoop? What is the need for RDD? How Spark is faster than Hadoop? How Spark achieves the speed and efficiency it claims? How does memory gets managed in Spark? How fault tolerance work in Spark? and more
Most courses and other online help including Spark's documentation is not good in helping students understand the foundational concepts. They explain what is Spark, what is RDD, what is "this" and what is "that" but students were most interested in understanding core fundamentals and more importantly answer questions like:
Why do we need Spark when we have Hadoop ?
What is the need for RDD ?
How Spark is faster than Hadoop?
How Spark achieves the speed and efficiency it claims ?
How does memory gets managed in Spark?
How fault tolerance work in Spark ?
and that is exactly what you will learn in this Spark Starter Kit course. The aim of this course is to give you a strong foundation in Spark.
What you’ll learn
Learn about the similarities and differences between Spark and Hadoop.
Explore the challenges Spark tries to address, you will give you a good idea about the need for spark.
Learn “How Spark is faster than Hadoop?”, you will understand the reasons behind Spark’s performance and efficiency.
Before we talk about what is RDD, we explain in detail what is the need for something like RDD.
You will get a strong foundantion in understanding RDDs in depth and then we take a step further to point out and clarify some of the common misconceptions about RDD among new Spark learners.
You will understand the types of dependencies between RDD and more importantly we will see why dependencies are important.
We will walk you through step by step how the program we write gets translated in to actual execution behind the scenes in a Spark cluster.
You will get a very good understanding of some of the key concepts behind Spark’s execution engine and the reasons why it is efficient.
Master fault tolerance by simulating a fault situation and examine how Spark recover from it.
You will learn how memory and the contents in memory are managed by spark.
Understand the need for a new programming language like Scala.
Examine object oriented programming vs. functional programming.
Explore Scala's features and functions.
Are there any course requirements or prerequisites?
Basic Hadoop concepts.
Who this course is for:
Anyone who is interested in distributed systems and computing and big data related technologies.
#Spark #Hadoop #Morioh
Note: If you have any copyright issue with the content used in our channel or you find something that belongs to you, before you claim it to Youtube, SEND US A MESSAGE and the respective content will be DELETED right away. Thanks for understanding.
◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️
👕 Merchandise: https://www.moteefe.com/store/developer?cp...
🌎 Social Network for Developers: https://morioh.com/
📱 Twitter: https://twitter.com/moriohdotcom
Watch video Spark Tutorial for Beginners online, duration hours minute second in high quality that is uploaded to the channel CodeX 05 February 2023. Share the link to the video on social media so that your subscribers and friends will also watch this video. This video clip has been viewed 174 times and liked it 13 visitors.
