Big Data Analysis with Scala and Spark

Course Feature

Cost

Free
Provider

Coursera
Certificate

Paid Certification
Language

English
Start Date

No Information
Learners

No Information
Duration

No Information
Instructor

Functional Programming in Scala Specialization

Add to Favorites

4.6

96,924 Ratings

Unleash the power of big data with "Big Data Analysis with Scala and Spark" course. Discover how functional concepts revolutionize data manipulation in industry. Dive into Apache Spark, the cutting-edge distributed collections framework, and explore its programming model. From reading and loading data to advanced manipulation and algorithm design, master the art of data analysis in a functional style. Learn to optimize performance by addressing distribution challenges like latency and network communication. Gain invaluable skills to read, manipulate, and analyze data at scale. Recommended for programmers with experience in languages like Java, C#, or Python. Take your data analysis to the next level and enroll today.

Show All

Go to class

Course Overview

❗The content presented here is sourced directly from Coursera platform. For comprehensive course details, including enrollment information, simply click on the 'Go to class' link on our website.

Updated in [July 14th, 2023]

This course explores the manipulation of large-scale data distributed over clusters using functional concepts, which have become integral to various industries. We delve into Apache Spark, a fast, in-memory distributed collections framework written in Scala, that extends the data parallel paradigm to the distributed case. Through hands-on examples in Spark and Scala, participants will learn how to effectively address issues related to distribution, such as latency and network communication, to optimize performance. By the end of the course, learners will be able to read data, manipulate it using Spark and Scala, express data analysis algorithms in a functional style, and avoid unnecessary shuffles and recomputation in Spark. It is recommended to have at least one year of programming experience, with proficiency in Java or C# being ideal. Familiarity with other languages such as C/C++, Python, Javascript, or Ruby is also sufficient. Join now and expand your skills in big data analysis with Scala and Spark.

Show All

Recommended Courses

Java Basic Structures: Arrays Strings and Files

3.0

Coursera 131 learners

Learn More

This course is perfect for those who want to learn the basics of Java programming without the hassle of installing software. Learn the fundamentals of Java, including arrays, strings, and files, in minutes. With video-free instruction and instant feedback, you'll be able to quickly understand and apply core Computer Science concepts. Get started today and code your first Java program!

Java Programming: Arrays Lists and Structured Data

4.5

Coursera 7,553 learners

Learn More

Learn to use Java's object-oriented features to build complex programs. Master data structures such as arrays, lists, and structured data. Create an encryption program and break your own encryption algorithm. Take your software engineering skills to the next level with this course.

Java Class Library

2.5

Coursera 98 learners

Learn More

LearnQuest's Java Class Library course is the perfect way to gain the skills necessary to become an IT developer using Java. With over 4200 classes in the Java 8 class library, this course will cover additional language features, essential library areas, and provide roadmaps to areas for self-exploration. Enroll now and get ready to take your Java skills to the next level!

Managing Scope in a Java Enterprise Edition Application

1.5

Coursera 0 learners

Learn More

This course will teach you how to manage scope in a Java Enterprise Edition application. Learn how to use sessions, servlets, and cookies to maintain state and create a more efficient application. Get the skills you need to build robust and secure web applications.