Self-Paced LearningLearning Style
14 HoursCourse Duration
About Individual Course:
Now Only $10.00 Regular Price $49.00
Now Only $10.00 Regular Price $49.00/ Each
When you subscribe, you get:
Learn Subscription Plan gives you access to this course, PLUS:
Now Only $14.99 Regular Price $24.99
Now Only $14.99 Regular Price $24.99/ Month
About this course:
This course is a zoom-in, zoom-out, hands-on workout involving Hadoop, MapReduce and the art of thinking parallel. Let’s parse that. Zoom-in, Zoom-Out: This course is both broad and deep. It covers the individual components of Hadoop in great detail, and also gives you a higher level picture of how they interact with each other. Hands-on workout involving Hadoop, MapReduce : This course will get you hands-on with Hadoop very early on. You'll learn how to set up your own cluster using both VMs and the Cloud. All the major features of MapReduce are covered - including advanced topics like Total Sort and Secondary Sort. The art of thinking parallel: MapReduce completely changed the way people thought about processing Big Data. Breaking down any problem into parallelizable units is an art. The examples in this course will train you to "think parallel".
The average salary for Data Scientist is $120,931 per year.
After completing this course, students will be able to:
- Recommend friends in a Social Networking site: Generate Top 10 friend recommendations using a Collaborative filtering algorithm.
- Build an Inverted Index for Search Engines: Use MapReduce to parallelize the humongous task of building an inverted index for a search engine.
- Generate Bigrams from text: Generate bigrams and compute their frequency distribution in a corpus of text.
- Install Hadoop in Standalone, Pseudo-Distributed and Fully Distributed modes
- Set up a hadoop cluster using Linux VMs.
- Set up a cloud Hadoop cluster on AWS with Cloudera Manager.
- Understand HDFS, MapReduce and YARN and their interaction
- Chain multiple MR jobs together
- Write your own Customized Partitioner
- Total Sort : Globally sort a large amount of data by sampling input files
- Secondary sorting
- Unit tests with MR Unit
- Integrate with Python using the Hadoop Streaming API
This course is intended for:
- Analysts who want to leverage the power of HDFS where traditional databases don't cut it anymore
- Engineers who want to develop complex distributed computing applications to process lot's of data
- Data Scientists who want to add MapReduce to their bag of tricks for processing dat
- You'll need an IDE where you can write Java code or open the source code that's shared. IntelliJ and Eclipse are both great options.
- You'll need some background in Object-Oriented Programming, preferably in Java. All the source code is in Java and we dive right in without going into Objects, Classes etc
- A bit of exposure to Linux/Unix shells would be helpful, but it won't be a blocker
Suggested prerequisites courses:
Self-Paced Learning Outline
- Why is Big Data a Big Deal
- Installing Hadoop in a Local Environment
- The MapReduce "Hello World"
- Run a MapReduce Job
- Juicing your MapReduce - Combiners, Shuffle and Sort and The Streaming API
- HDFS and Yarn
- MapReduce Customizations For Finer Grained Control
- The Inverted Index, Custom Data Types for Keys, Bigram Counts and Unit Tests!
- Input and Output Formats and Customized Partitioning
- Recommendation Systems using Collaborative Filtering
- Hadoop as a Database
- K-Means Clustering
- Setting up a Hadoop Cluster
|Learning Style||Self-Paced Learning|
|Course Duration||14 Hours|
|VPA Eligible||VPA Eligible|
Frequently Asked Questions About Virtual Instructor-Led Courses
I can't connect to my class, what are my options?
The link to the class is available upon logging in to your dashboard. If you are unable to see it, please contact our support team at 1-855-800-8240 and they will be happy to provide you the direct link via email or the dial in number.
I can't make it to attend to class. Can I reschedule?
Yes, you can reschedule your class. Please contact your Sales representative and they will arrange this for you. If you forgot his/her name, feel free to contact our support team at email@example.com or 1-855-800-8240.
Will I get my certificate upon completion?
Yes. Upon completion of the course, it will be available on your course as a Trophy Icon for you to download. If you do not see this, you will need to contact firstname.lastname@example.org with the following details so they can email you the certificate: Class Name, Class Date, Account Rep, and Your Email.
I cannot connect to my lab. Help!
Your Lab is accessible on the bottom part of your course. You will see a button that says "LAB". Just click it to launch the lab. Please note that some classes don’t need/require a LAB. You can verify with our support team by calling them at 1-855-800-8240 or by email at email@example.com. You can also check with your Instructor or the Associate Instructor if your class includes one.
What is my access code for Skillpipe?
A. Not all of the classes have or require Skillpipe. If your class includes one, please check your email as you should have received one from firstname.lastname@example.org. In case you do not find it in your inbox, please check the Spam / Junk folder. For any further assistance, you can call the support at 1-855-800-8240 or contact them via email at email@example.com.
I don't have audio. I can't hear the instructor.
Make sure you are using a compatible headset for your laptop or computer. If you don’t have a headset, you can use the built-in speaker of your laptop. Otherwise, you can use the dial in option by calling the dial in number provided in the class joining email. You may also contact support team for the dial in numbers associated for your training at 1-855-800-8240 or contact them via email at firstname.lastname@example.org.
How can I reach student support?
Support can be reach via phone at 1855-800-8240; via email at email@example.com or via chat support through the chat button on our website. Please note that support office hours will be from 8am-5pm CST Monday to Friday. Any concerns after office hours will be attended the following business day.
Have Questions? Ask Us.
Turn Training Into A Personalized Learning Experience
- Problem Solving through ExpertConnect & Peer-To-Peer Learning
- Find The Quickest Path To Learn With Career Paths
- Access All Courses With Master Subscription
- Manage Your Team With Learning Analytics
- Virtual Classroom Training & Self-Paced Learning
- Integrate With Your LMS Through API's