Mastering Apache Spark 3.5 | Learn RDD and DataFrame with Examples
Author: Naveen Nelamali (SparkByExamples.com)
Learn Apache Spark with Scala - The Most Popular and Useful Framework for Big Data Engineer
Apache Spark equips you with valuable skills in big data processing, analytics, and machine learning, opening up opportunities for career growth and advancement in the rapidly expanding field of data science and analytics.
In recent days, there has been a high demand for professionals who can efficiently process and analyze large-scale datasets. Apache Spark is widely used in industries such as finance, healthcare, e-commerce, and technology, making Spark skills highly sought after by employers.
Apache Spark is a versatile framework that supports a wide range of data processing tasks, including batch processing, real-time streaming analytics, machine learning, and graph processing. By learning Spark, you gain expertise in a framework that can address diverse data processing needs, increasing your marketability.
Spark Integrates with Many Big Data Ecosystem Tools
Course curriculum
-
-
What is Apache Spark?
FREE PREVIEW -
Apache Spark Features & Advantages
FREE PREVIEW -
Apache Spark Architecture
FREE PREVIEW -
Spark Ecosystem Overview
FREE PREVIEW -
Use Cases and Applications of Spark
-
Apache Spark vs MapReduce
-
-
-
Install Spark on Mac
FREE PREVIEW -
Install Spark on Windows
FREE PREVIEW -
Install Spark on Linux Ubuntu
-
Run Spark from IntelliJ
FREE PREVIEW -
Run Spark Simple Program from GitHub Project
-
-
-
What is SparkSession
FREE PREVIEW -
Creating SparkSession
FREE PREVIEW -
SparkSession Most Used Methods
-
What is Spark Context?
FREE PREVIEW -
What does SparkContext do?
-
SparkContext Most Used Methods
-
FAQ's or Interview Questions
FREE PREVIEW
-
-
-
RDD - Introduction
-
RDD - Create RDD from Parallelize
-
RDD - Collect Data from RDD
-
RDD - Read Text Files
-
RDD - How to Parallelize RDD?
-
RDD - Transformations
-
RDD - Actions
-
RDD - Word Count Example
-
RDD - Repartition
-
RDD - Types of RDD
-
-
-
Cache and Persistence
-
Spark Persistence Levels
-
Broadcast Shared Variable
-
Accumulator Shared Variable
-
RDD Learning Next Steps
-
-
-
What is DataFrame?
-
How DataFrame differ from RDD
-
Creating a DataFrame
-
DataFrame Transformations
-
DataFrame Actions
-
About this course
- $25.00
- 66 lessons
SparkByExamples Reviews
What my learners are saying
Amazing Course
Eren Yeager
Its a good Course , would like to know more about spark
Its a good Course , would like to know more about spark
Read LessI fully recommend the course
Marcin Tubielewicz
very well prepared material, everything clearly explained, the best course I have found on apache-spark
very well prepared material, everything clearly explained, the best course I have found on apache-spark
Read LessGreat Learning
Sailaja G
The Apache Spark tutorial provides a clear and well-structured introduction to Spark's fundamental concepts. It effectively combines theory with practical RDD examples, making it accessible for both beginners and intermediate users. Looking forwar...
Read MoreThe Apache Spark tutorial provides a clear and well-structured introduction to Spark's fundamental concepts. It effectively combines theory with practical RDD examples, making it accessible for both beginners and intermediate users. Looking forward course in Spark SQL and DataFrame API.
Read LessGreat insights about the architecture of both hadoop and apache spark
Rohit Drall
It's useful for both working and non-working group and help them gain the insights in brief about the hadoop and apache spark, can take this as an base to dig deep into the big data technologies.
It's useful for both working and non-working group and help them gain the insights in brief about the hadoop and apache spark, can take this as an base to dig deep into the big data technologies.
Read LessAwesome introduction to Spark
Ramaile Choeu
This course is a good introduction to Apache Spark for a beginner. As a beginner, it can be difficult to set up the appropriate environment to practice. I found the section on "Setting Up Apache Spark" assisting in this regard. The 2 eaxamples of ...
Read MoreThis course is a good introduction to Apache Spark for a beginner. As a beginner, it can be difficult to set up the appropriate environment to practice. I found the section on "Setting Up Apache Spark" assisting in this regard. The 2 eaxamples of how to run a Spark application are a Maven build. It will be interesting to also see a similar process using sbt.
Read Less