8117 Reviews star_rate star_rate star_rate star_rate star_half

Cloudera Data Engineering: Developing Applications with Apache Spark

This four-day hands-on training course delivers the key concepts and knowledge developers need to use Apache Spark to develop high-performance, parallel applications on the Cloudera Data Platform...

By Request

$3,520 USD GSA $2,736.27

Course Code DEV-APP-APCH-SPRK

Duration 4 days

Available Formats Classroom

Enter your Email to Download Full Course Details

This four-day hands-on training course delivers the key concepts and knowledge developers need to use Apache Spark to develop high-performance, parallel applications on the Cloudera Data Platform (CDP).

Hands-on exercises allow students to practice writing Spark applications that integrate with CDP core components, such as Hive and Kafka. Participants will learn how to use Spark SQL to query structured data, how to use Spark Streaming to perform real-time processing on streaming data, and how to work with “big data” stored in a distributed file system.

After taking this course, participants will be prepared to face real-world challenges and build applications to execute faster decisions, better decisions, and interactive analysis, applied to a wide variety of use cases, architectures, and industries.

Skills Gained

Distribute, store, and process data in a CDP cluster
Write, configure, and deploy Apache Spark applications
Use the Spark interpreters and Spark applications to explore, process, and analyze distributed data
Query data using Spark SQL, DataFrames, and Hive tables
Use Spark Streaming together with Kafka to process a data stream

Who Can Benefit

This course is designed for developers and data engineers. All students are expected to have basic Linux experience, and basic proficiency with either Python or Scala programming languages. Basic knowledge of SQL is helpful. Prior knowledge of Spark and Hadoop is not required.

Course Details

Introduction to Zeppelin

Why Notebooks?
Zeppelin Notes
Demo: Apache Spark In 5 Minutes

HDFS Introduction

HDFS Overview
HDFS Components and Interactions
Additional HDFS Interactions
Ozone Overview
Exercise: Working with HDFS

YARN Introduction

YARN Overview
YARN Components and Interaction
Working with YARN
Exercise: Working with YARN

Distributed Processing History

The Disk Years: 2000 ->2010
The Memory Years: 2010 ->2020
The GPU Years: 2020 ->

Working with DataFrames

Introduction to DataFrames
Exercise: Introducing DataFrames
Exercise: Reading and Writing DataFrames
Exercise: Working with Columns
Exercise: Working with Complex Types
Exercise: Combining and Splitting DataFrames
Exercise: Summarizing and Grouping DataFrames
Exercise: Working with UDFs
Exercise: Working with Windows

Introduction to Apache Hive

About Hive

Hive and Spark Integration

Hive and Spark Integration
Exercise: Spark Integration with Hive

Data Visualization with Zeppelin

ntroduction to Data Visualization with Zeppelin
Zeppelin Analytics
Zeppelin Collaboration
Exercise: AdventureWorks

Distributed Processing Challenges

Shuffle
Skew
Order

Spark Distributed Processing

DataFrame and Dataset Persistence
Persistence Storage Levels
Viewing Persisted RDDs
Exercise: Persisting DataFrames

Writing, Configuring, and Running Spark Applications

Writing a Spark Application
Building and Running an Application
Application Deployment Mode
The Spark Application Web UI
Configuring Application Properties
Exercise: Writing, Configuring, and Running a Spark Application

Introduction to Structured Streaming

Introduction to Structured Streaming
Exercise: Processing Streaming Data

Message Processing with Apache Kafka

What is Apache Kafka?
Apache Kafka Overview
Scaling Apache Kafka
Apache Kafka Cluster Architecture
Apache Kafka Command Line Tools

Structured Streaming with Apache Kafka

Receiving Kafka Messages
Sending Kafka Messages
Exercise: Working with Kafka Streaming Messages

Aggregating and Joining Streaming DataFrames

Streaming Aggregation
Joining Streaming DataFrames
Exercise: Aggregating and Joining Streaming DataFrames

Appendix: Working with Datasets in Scala

Working with Datasets in Scala
Exercise: Using Datasets in Scala

Read Less

0 options available

There are currently no scheduled dates for this course. If you are interested in this course, request a course date with the links above. We can also contact you when the course is scheduled in your area.

Request Other Date Request On-site Course

When does class start/end?

Classes begin promptly at 9:00 am, and typically end at 5:00 pm.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour long and begins at noon. Coffee, tea, hot chocolate and juice are available all day in the kitchen. Fruit, muffins and bagels are served each morning. There are numerous restaurants near each of our centers, and some popular ones are indicated on the Area Map in the Student Welcome Handbooks - these can be picked up in the lobby or requested from one of our ExitCertified staff.

How can someone reach me during class?

If someone should need to contact you while you are in class, please have them call the center telephone number and leave a message with the receptionist.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

How do I find an ExitCertified training location?

We have training locations across the United States and Canada. View a full list of classroom training locations.

Which delivery formats are available?

At ExitCertified we offer training that is Instructor-Led, Online, Virtual and Self-Paced.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

What does vendor-authorized training mean?

As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.

Is the training too basic, or will you go deep into technology?

It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.

How up-to-date are your courses and support materials?

We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.

Are your instructors seasoned trainers who have deep knowledge of the training topic?

ExitCertified instructors have an average of 27 years of practical IT experience. They have also served as consultants for an average of 15 years. To stay up to date, instructors will at least spend 25 percent of their time learning new emerging technologies and courses.

Do you provide hands-on training and exercises in an actual lab environment?

Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.

Will you customize the training for our company’s specific needs and goals?

We will work with you to identify training needs and areas of growth. We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.

How do I get started with certification?

Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact customerexp@exitcertified.com.

Will I get access to content after I complete a course?

You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.

How to request a W9 for ExitCertified LLC?

View our filing status and how to request a W9.

vary good online learning. instructor is vary good the way he explained every thing.

Dharmendra B

ExitCertified

Good course. I appreciate the time the instructor put into teaching this class.

&quot;Lisa W

ExitCertified

Great class I learned a great deal from the material. There would seem to a large amount that I need to learn about.

William Driver

ExitCertified

Overall experiance is very nice. the online training plateform is very advance.

ExitCertified Student

ExitCertified

the class/lecture was amazing and very easy to understand and was in detail.

Muhammad M

ExitCertified

Cloudera Data Engineering: Developing Applications with Apache Spark

Overview

Schedule

FAQ

Reviews

Skills Gained

Who Can Benefit

Course Details

When does class start/end?

Does the course schedule include a Lunchbreak?

How can someone reach me during class?

What languages are used to deliver training?

What does GTR stand for?

How do I find an ExitCertified training location?

Which delivery formats are available?

Does ExitCertified deliver group training?

What does vendor-authorized training mean?

Is the training too basic, or will you go deep into technology?

How up-to-date are your courses and support materials?

Are your instructors seasoned trainers who have deep knowledge of the training topic?

Do you provide hands-on training and exercises in an actual lab environment?

Will you customize the training for our company’s specific needs and goals?

How do I get started with certification?

Will I get access to content after I complete a course?

How to request a W9 for ExitCertified LLC?

Alert!

Modal Title

Error!

Default Title

Prompt

Confirm

Login

Cloudera Data Engineering: Developing Applications with Apache Spark

Overview

Schedule

FAQ

Reviews

Skills Gained

Who Can Benefit

Course Details

Upcoming Course Dates

Drag & Drop a File Here

When does class start/end?

Does the course schedule include a Lunchbreak?

How can someone reach me during class?

What languages are used to deliver training?

What does GTR stand for?

How do I find an ExitCertified training location?

Which delivery formats are available?

Does ExitCertified deliver group training?

What does vendor-authorized training mean?

Is the training too basic, or will you go deep into technology?

How up-to-date are your courses and support materials?

Are your instructors seasoned trainers who have deep knowledge of the training topic?

Do you provide hands-on training and exercises in an actual lab environment?

Will you customize the training for our company’s specific needs and goals?

How do I get started with certification?

Will I get access to content after I complete a course?

How to request a W9 for ExitCertified LLC?

Alert!

Modal Title

Error!

Default Title

Prompt

Confirm

Login