top of page
BlogPageTop

Apache Spark Tutorial Scala: A Beginners Guide to Apache Spark Programming

Updated: Nov 26, 2022



Learn Apache Spark: Tutorial for Beginners - This Apache Spark tutorial documentation will introduce you to Apache Spark programming in Scala. You will learn about Scala programming, dataframe, RDD, Spark SQL, and Spark Streaming with examples and finally prepare yourself for Spark interview questions and answers.


What is Apache Spark?
  • Apache Spark is an analytics engine for big data processing.

  • It runs 100 times faster than Hadoop and gives you full freedom to process large-scale data in real time, run analytics and apply machine learning algorithms.


Navigation menu

1. Apache Spark and Scala Installation

1.1 Spark installation on Windows​

1.2 Spark installation on Mac

2. Getting Familiar with Scala IDE

2.1 Hello World with Scala IDE​

3. Spark data structure basics

3.1 Spark RDD Transformations and Actions example

4. Spark Shell

4.1 Starting Spark shell with SparkContext example​

5. Reading data files in Spark

5.1 SparkContext Parallelize and read textFile method

5.2 Loading JSON file using Spark Scala

5.3 Loading TEXT file using Spark Scala

5.4 How to convert RDD to dataframe?

6. Writing data files in Spark

​6.1 How to write single CSV file in Spark

7. Spark streaming

7.1 Word count example Scala

7.2 Analyzing Twitter texts

8. Sample Big Data Architecture with Apache Spark

9. What's Artificial Intelligence, Machine Learning, Deep Learning, Predictive Analytics, Data Science?

10. Spark Interview Questions and Answers



Next: Apache Spark Installation (Windows | Mac)



Interested in sharing your story?

Disclaimer: Please note that the information provided on this website is for general informational purposes only and should not be taken as legal advice. Dataneb is a platform for individuals to share their personal experiences with visa and immigration processes, and their views and opinions may not necessarily reflect those of the website owners or administrators. While we strive to keep the information up-to-date and accurate, we make no representations or warranties of any kind, express or implied, about the completeness, accuracy, reliability, suitability, or availability with respect to the website or the information, products, services, or related graphics contained on the website for any purpose. Any reliance you place on such information is therefore strictly at your own risk. We strongly advise that you consult with a qualified immigration attorney or official government agencies for any specific questions or concerns related to your individual situation. We are not responsible for any losses, damages, or legal disputes arising from the use of information provided on this website. By using this website, you acknowledge and agree to the above disclaimer and Google's Terms of Use (https://policies.google.com/terms) and Privacy Policy (https://policies.google.com/privacy).

RECOMMENDED FROM DATANEB

bottom of page