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Apache Spark and Scala

Track :

Programming

Lessons no : 57

For Free Certificate After Complete The Course

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What will you learn in this course?
  • Master data processing with Apache Spark's high-level APIs in Scala, Java, Python, and R for scalable analytics
  • Implement efficient big data transformations and actions using Spark's core components and RDDs in Scala
  • Design and develop Spark applications optimized for large-scale data analysis and machine learning tasks
  • Utilize Spark SQL and DataFrames for structured data querying and manipulation in Scala and Python
  • Apply Spark Streaming for real-time data processing and analytics in Scala and Java
  • Optimize Spark performance through tuning, caching, and resource management techniques
  • Integrate Spark with Hadoop, Kafka, and other big data tools for comprehensive data pipelines
  • Develop scalable machine learning models using Spark MLlib in Scala and Python
  • Implement best practices for debugging, testing, and deploying Spark applications in production environments
  • Leverage Spark's GraphX for graph processing and analysis on large datasets
  • Utilize Spark's ecosystem to build end-to-end data analytics and data science solutions
  • Understand the architecture and execution model of Spark for efficient large-scale data processing

How to Get The Certificate

  • You must have an account Register
  • Watch All Lessons
  • Watch at least 50% of Lesson Duration
  • you can follow your course progress From Your Profile
  • You can Register With Any Course For Free
  • The Certificate is free !
Lessons | 57
Apache Spark Tutorial | Spark Tutorial for Beginners | Apache Spark Training | Edureka
01:56:02

Apache Spark Tutorial | Spark Tutorial for Beginners | Apache Spark Training | Edureka
Apache Spark Full Course Learn Apache Spark in 8 Hours | Apache Spark Tutorial | Edureka
07:48:37

Apache Spark Full Course Learn Apache Spark in 8 Hours | Apache Spark Tutorial | Edureka
Edureka Learner Testimonial Sriram s Success Story
00:01:47

Edureka Learner Testimonial Sriram s Success Story
Why learn Apache Spark in 2020 | What is new in Apache Spark | Apache Spark Training | Edureka
00:21:12

Why learn Apache Spark in 2020 | What is new in Apache Spark | Apache Spark Training | Edureka
What is Apache Spark | Introduction to Apache Spark | Apache Spark Certification | Edureka
00:18:56

What is Apache Spark | Introduction to Apache Spark | Apache Spark Certification | Edureka
How to Become a Spark Developer | Spark Developer Job Description | Apache Spark Tutorial | Edureka
00:13:35

How to Become a Spark Developer | Spark Developer Job Description | Apache Spark Tutorial | Edureka
Scala Tutorial | Scala Tutorial For Beginners | Scala Programming | Spark Training | Edureka
01:38:26

Scala Tutorial | Scala Tutorial For Beginners | Scala Programming | Spark Training | Edureka
Spark Streaming | Twitter Sentiment Analysis Example | Apache Spark Training | Edureka
00:45:15

Spark Streaming | Twitter Sentiment Analysis Example | Apache Spark Training | Edureka
What Is RDD In Spark | Apache Spark RDD Tutorial | Apache Spark Training | Edureka
00:26:25

What Is RDD In Spark | Apache Spark RDD Tutorial | Apache Spark Training | Edureka
Spark DataFrame Tutorial | Creating DataFrames In Spark | Apache Spark Tutorial | Edureka
00:20:08

Spark DataFrame Tutorial | Creating DataFrames In Spark | Apache Spark Tutorial | Edureka
Spark SQL Tutorial | Spark Tutorial for Beginners | Apache Spark Training | Edureka
00:54:03

Spark SQL Tutorial | Spark Tutorial for Beginners | Apache Spark Training | Edureka
Spark GraphX Tutorial | Apache Spark Tutorial for Beginners | Spark Certification Training | Edureka
01:33:55

Spark GraphX Tutorial | Apache Spark Tutorial for Beginners | Spark Certification Training | Edureka
Spark Interview Questions and Answers | Apache Spark Interview Questions | Spark Tutorial | Edureka
01:01:17

Spark Interview Questions and Answers | Apache Spark Interview Questions | Spark Tutorial | Edureka
Hadoop MapReduce vs Spark | Hadoop Tutorial For Beginners | Hadoop Spark Tutorial | Edureka
00:13:34

Hadoop MapReduce vs Spark | Hadoop Tutorial For Beginners | Hadoop Spark Tutorial | Edureka
PySpark Training | PySpark Tutorial for Beginners | Apache Spark with Python | Edureka
00:26:20

PySpark Training | PySpark Tutorial for Beginners | Apache Spark with Python | Edureka
Hadoop vs Spark | Which One to Choose | Hadoop Training | Spark Training | Edureka
00:15:28

Hadoop vs Spark | Which One to Choose | Hadoop Training | Spark Training | Edureka
Apache Spark Architecture | Spark Cluster Architecture Explained | Spark Training | Edureka
00:21:17

Apache Spark Architecture | Spark Cluster Architecture Explained | Spark Training | Edureka
Spark Hadoop Tutorial | Spark Hadoop Example on NBA | Apache Spark Training | Edureka
00:43:34

Spark Hadoop Tutorial | Spark Hadoop Example on NBA | Apache Spark Training | Edureka
Apache Kafka with Spark Streaming | Kafka Spark Streaming Examples | Kafka Training | Edureka
01:05:25

Apache Kafka with Spark Streaming | Kafka Spark Streaming Examples | Kafka Training | Edureka
Spark Java Tutorial | Apache Spark for Java Developers | Spark Certification Training | Edureka
00:17:43

Spark Java Tutorial | Apache Spark for Java Developers | Spark Certification Training | Edureka
Spark Tutorial For Beginners | What is Spark | Apache Spark Training | Edureka
01:44:16

Spark Tutorial For Beginners | What is Spark | Apache Spark Training | Edureka
Scala Interview Questions And Answers | Apache Spark Training | Edureka
00:23:35

Scala Interview Questions And Answers | Apache Spark Training | Edureka
What is Apache Spark | Apache Spark Tutorial For Beginners | Apache Spark Training | Edureka
00:54:06

What is Apache Spark | Apache Spark Tutorial For Beginners | Apache Spark Training | Edureka
Apache Spark Training | Spark Tutorial For Beginners | Apache Spark Certification | Edureka
00:27:39

Apache Spark Training | Spark Tutorial For Beginners | Apache Spark Certification | Edureka
Big Data Analytics | Big Data Explained | Big Data Tools Trends | Big Data Training | Edureka
00:36:04

Big Data Analytics | Big Data Explained | Big Data Tools Trends | Big Data Training | Edureka
Scala Tutorial For Beginners | Scala Programming | OOPs and Scala Traits | Spark Training | Edureka
01:19:31

Scala Tutorial For Beginners | Scala Programming | OOPs and Scala Traits | Spark Training | Edureka
Scala Language | Scala Tutorial For Beginners | Scala Functional Programming | Edureka
00:38:35

Scala Language | Scala Tutorial For Beginners | Scala Functional Programming | Edureka
PySpark Dataframes Tutorial | Introduction to PySpark Dataframes API | PySpark Training | Edureka
00:21:17

PySpark Dataframes Tutorial | Introduction to PySpark Dataframes API | PySpark Training | Edureka
Spark Example Movie Recommendation Engine with Spark | Collaborative Filtering Algorithm | Edureka
01:02:32

Spark Example Movie Recommendation Engine with Spark | Collaborative Filtering Algorithm | Edureka
Apache Spark Introduction | Apache Spark Scala Tutorial for Beginners | Edureka
01:22:12

Apache Spark Introduction | Apache Spark Scala Tutorial for Beginners | Edureka
Spark Tutorial for Beginners 1 | What is Spark and Scala | Apache Spark Scala Tutorial |Edureka
01:54:02

Spark Tutorial for Beginners 1 | What is Spark and Scala | Apache Spark Scala Tutorial |Edureka
Big Data Analytics With Spark | Big Data and Spark Tutorial | Spark for Beginners | Edureka
01:06:38

Big Data Analytics With Spark | Big Data and Spark Tutorial | Spark for Beginners | Edureka
Spark Tutorial for Beginners 2 | Functional Programming in Scala | Spark Scala Tutorial |Edureka
02:22:40

Spark Tutorial for Beginners 2 | Functional Programming in Scala | Spark Scala Tutorial |Edureka
Introduction to Big Data Spark | Big Data Spark Tutorial 1 | Edureka
00:45:11

Introduction to Big Data Spark | Big Data Spark Tutorial 1 | Edureka
What is Scala | Introduction to Scala | Scala Tutorial 1 | Edureka
00:30:40

What is Scala | Introduction to Scala | Scala Tutorial 1 | Edureka
What is Scala REPL | Scala REPL Explained | Scala Tutorial 2 | Edureka
00:53:20

What is Scala REPL | Scala REPL Explained | Scala Tutorial 2 | Edureka
Apache Spark Ecosystem | Apache Spark Tutorial | Edureka
00:06:55

Apache Spark Ecosystem | Apache Spark Tutorial | Edureka
What is Spark | Apache Spark Introduction | Apache Spark Tutorial for Beginners | Edureka
00:25:48

What is Spark | Apache Spark Introduction | Apache Spark Tutorial for Beginners | Edureka
Spark Installation | Apache Spark Installation on Ubuntu | Spark Installation Tutorial
00:20:45

Spark Installation | Apache Spark Installation on Ubuntu | Spark Installation Tutorial
What is Scala | Overview of Scala Programming | Edureka
00:07:16

What is Scala | Overview of Scala Programming | Edureka
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Apache Spark is a unified analytics engine for large-scale data processing. It provides high-level APIs in Java, Scala, Python and R, and an optimized engine that supports general execution graphs.