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Introduction to Big Data Training
Level: Foundation
Rating:
4.54/5 Based on 394 Reviews
This hands-on Introduction to Big Data training provides a unique approach to help you act on data for real business gain. The focus is not what a tool can do, but what you can do with the output from the tool. Gain the skills you need to store, manage, process, and analyze massive amounts of unstructured data to create an appropriate data lake.
Key Features of this Intro to Big Data Training:
- Choose from blended on-demand and instructor-led learning options
- Learn Big Data Analytics
- After-course instructor coaching benefit
- Learning Tree end-of-course exam included
- After-course computing sandbox included
You Will Learn How To:
- Store, manage, and analyze unstructured data
- Select the correct big data stores for disparate data sets
- Process large data sets using Hadoop to extract value
- Query large data sets in near real time with Pig and Hive
- Plan and implement a big data strategy for your organization
Certifications/Credits:
Choose the Intro to Big Data Training Solution That Best Fits Your Individual Needs or Organizational Goals
BLENDED LEARNING
On Demand & Live Review Session
Unlimited annual access to:
- 2 on-demand courses
- 5 eBooks
- 1-day instructor-led training course
LIVE, INSTRUCTOR-LED
In Class & Live, Online Training
- 3-day instructor-led training course
- Earn 17 NASBA credits (live, in-class training only)
- One-on-one after-course instructor coaching
- After-course computing sandbox
PREMIUM TRAINING
Unlimited Access to Everything
Unlimited annual access to:
- 2 on-demand courses
- 5 eBooks
- 1-day instructor-led training course
- 3-day instructor-led training course
- Earn 17 NASBA credits (live, in-class training only)
- One-on-one after-course instructor coaching
- Learning Tree end-of-course exam included
- After-course computing sandbox included
TRAINING AT YOUR SITE
Team Training
- Bring this or any training to your organization
- Full - scale program development
- Delivered when, where, and how you want it
- Blended learning models
- Tailored content
- Expert team coaching
Customize Your Team Training Experience
CONTACT USSave More On Training with FlexVouchers – A Unique Training Savings Account
Our FlexVouchers help you lock in your training budgets without having to commit to a traditional 1 voucher = 1 course classroom-only attendance. FlexVouchers expand your purchasing power to modern blended solutions and services that are completely customizable. For details, please call 888-843-8733 or chat live.
On Demand & Live Review Session
Big Data Blended Training Information
This product offers access to 2 on-demand courses and 5 eBooks that have been mapped directly to the objectives of the 3-day course. At any time during your annual access to this offering, you may attend one of our 1-day course events focused specifically on Big Data Insights, Technologies & Trends (4500).
On-Demand Training Content
-
On-Demand Courses
- From 0 to 1: Hive for Processing Big Data
- Building a Big Data Analytics Stack
-
eBooks
- Hands-on Big Data Modelling
- Big Data Architect's Handbook
- Modern Big Data Processing with Hadoop
- Big Data Processing with Apache Spark
- Practical Big Data Analytics
Big Data Training FAQs
-
What background do I need?
Working knowledge of the Microsoft Windows platform and basic database concepts.
Typical job roles include: Project and IT Managers, Database Administrators & Data Architects, Developers & SQL Developers, Data Scientists & Business Intelligence.
-
Is the on-demand content the same as the 3-day instructor class?
No. While the content selected does map to the objectives of the instructor-led course, it does not include a recorded version of the instructor-led class. The objectives have been re-imagined to be presented in digital, self-guided formats. -
What on-demand content will I receive?
An outline of the content you will receive can be seen above. You will also get access to any new on-demand content that becomes available during your annual enrollment period. -
Does this include any practical, hands-on learning?
Yes! Each book and video begins with a step by step guide for you to set up a coding environment on your personal computer. The course content is full of examples and practical advice, followed up by the chance to embed your learning through real world tasks. All example code is available to download, copy and use - giving you the chance to work and practice as you read and watch. -
How will I access my course materials if I choose this method?
Once payment is received, you will receive an email from Learning Tree with all the links and information you need to get started. -
How can I sign up for a review session?
Once you are enrolled in the program, specific details and dates will be sent to you.
One Day Instructor-Led Review
You'll be able to register for a Training Review Session at any time after you've placed your order.
-
Apr 28
(1 Day)
9:00 AM - 4:30 PM EDT Online (AnyWare) -
Jul 9
(1 Day)
9:00 AM - 4:30 PM EDT Online (AnyWare) -
Oct 5
(1 Day)
9:00 AM - 4:30 PM EDT Online (AnyWare)
In Class & Live, Online Training
Time Zone Legend:
Note: This course runs for 3 Days
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Jan 15 - 17 9:00 AM - 4:30 PM EST Ottawa / Online (AnyWare) Reserve Your Seat
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Feb 19 - 21 9:00 AM - 4:30 PM EST New York / Online (AnyWare) Reserve Your Seat
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Mar 4 - 6 9:00 AM - 4:30 PM EST Greenbelt,MD / Online (AnyWare) Reserve Your Seat
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Mar 18 - 20 9:00 AM - 4:30 PM PDT Seattle / Online (AnyWare) Reserve Your Seat
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Apr 15 - 17 9:00 AM - 4:30 PM EDT Toronto / Online (AnyWare) Reserve Your Seat
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May 20 - 22 9:00 AM - 4:30 PM EDT Herndon, VA / Online (AnyWare) Reserve Your Seat
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May 27 - 29 9:00 AM - 4:30 PM EDT Greenbelt,MD / Online (AnyWare) Reserve Your Seat
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Jun 17 - 19 9:00 AM - 4:30 PM PDT San Francisco / Online (AnyWare) Reserve Your Seat
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Aug 19 - 21 9:00 AM - 4:30 PM EDT New York / Online (AnyWare) Reserve Your Seat
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Sep 2 - 4 9:00 AM - 4:30 PM EDT Greenbelt,MD / Online (AnyWare) Reserve Your Seat
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Sep 16 - 18 9:00 AM - 4:30 PM PDT Seattle / Online (AnyWare) Reserve Your Seat
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Oct 14 - 16 9:00 AM - 4:30 PM EDT Toronto / Online (AnyWare) Reserve Your Seat
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Nov 4 - 6 9:00 AM - 4:30 PM EST Herndon, VA / Online (AnyWare) Reserve Your Seat
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Dec 2 - 4 9:00 AM - 4:30 PM EST Greenbelt,MD / Online (AnyWare) Reserve Your Seat
Guaranteed to Run
When you see the "Guaranteed to Run" icon next to a course event, you can rest assured that your course event — date, time, location — will run. Guaranteed.Important Intro to Big Data Course Information
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Big Data Training Course Description
In this hands-on Introduction to Big Data Course, learn to leverage big data analysis tools and techniques to foster better business decision-making – before you get into specific products like Hadoop training (just to name one). Learn ways of storing data that allow for efficient processing and analysis, and gain the skills you need to store, manage, process, and analyze massive amounts of unstructured data to create an appropriate data lake.
View this Big Data training course as part of a learning path defined by job roles ›
-
Recommended Experience
- Working knowledge of the Microsoft Windows platform and basic database concepts
-
Who Should Attend
- Anyone needing to implement, enhance your big data environment and looking to advance their analytics career by ensuring foundational knowledge
- Typical job roles include: Project Managers and IT Managers, Database Administrators & Data Architects, Developers & SQL Developers, Data Scientists & Business Intelligence
-
All-Inclusive: After-Course Coaching for Real-World Application
Learning Tree is with you from the beginning of your planning until you return to your job ready to apply your new skills – with instructor coaching to answer real-world big data implementation challenges. -
Take Your Big Data Course Online or In-person:
Schedules are busy, but big data training online makes it easy to level-up your career. If you need Big Data online training, we’ve got you covered. Our AnyWare course delivery option gives you the advantages of a live classroom right from the comfort of your computer screen – no matter where you are.
Intro to Big Data Course Outline
-
Introduction to Big Data
Defining Big Data
- The four dimensions of Big Data: volume, velocity, variety, veracity
- Introducing the Storage, MapReduce and Query Stack
Delivering business benefit from Big Data
- Establishing the business importance of Big Data
- Addressing the challenge of extracting useful data
- Integrating Big Data with traditional data
-
Storing Big Data
Analyzing your data characteristics
- Selecting data sources for analysis
- Eliminating redundant data
- Establishing the role of NoSQL
Overview of Big Data stores
- Data models: key value, graph, document, column–family
- Hadoop Distributed File System
- HBase
- Hive
- Cassandra
- Amazon S3
- BigTable
- DynamoDB
- MongoDB
- Redis
- Riak
- Neo4J
Selecting Big Data stores
- Choosing the correct data stores based on your data characteristics
- Moving code to data
- Messaging with Kafka
- Implementing polyglot data store solutions
- Aligning business goals to the appropriate data store
-
Processing Big Data
Integrating disparate data stores
- Mapping data to the programming framework
- Connecting and extracting data from storage
- Transforming data for processing
- Subdividing data in preparation for Hadoop MapReduce
Employing Hadoop MapReduce
- Creating the components of Hadoop
- MapReduce jobs
- Executing Hadoop
- MapReduce jobs
- Monitoring the progress of job flows
The building blocks of Hadoop MapReduce
- Distinguishing Hadoop daemons
- Investigating the Hadoop Distributed File System
- Selecting appropriate execution modes: local, pseudo–distributed and fully distributed
- Accelerating process with Spark
Handling streaming data
- Comparing real–time processing modelsLeveraging Storm to extract live events
- Leveraging Spark Streaming to extract live events
- Combining streaming and batch processing in a Lambda architecture
-
Tools and Techniques to Analyze Big Data
Abstracting Hadoop MapReduce jobs with Pig
- Communicating with Hadoop in Pig Latin
- Executing commands using the Grunt Shell
- Streamlining high–level processing
Performing ad hoc Big Data querying with Hive
- Persisting metadata in the Hive Metastore
- Performing queries with HiveQL
- Investigating Hive file formats
Creating business value from extracted data
- Mining data with Mahout
- Visualizing processed results with reporting tools
- Querying in real time with Impala
-
Developing a Big Data Strategy
Defining a Big Data strategy for your organization
- Establishing your Big Data needs
- Meeting business goals with timely data
- Evaluating commercial Big Data tools
- Managing organizational expectations
Enabling analytic innovation
- Focusing on business importance
- Framing the problem
- Selecting the correct tools
- Achieving timely results
-
Implementing a Big Data Solution
- Selecting suitable vendors and hosting options
- Balancing costs against business value
- Keeping ahead of the curve
Intro to Big Data FAQs
-
What is big data?
Big data is a term used to define data sets that have the potential to rapidly grow so large that they become unmanageable. The Big Data movement includes new tools and ways of storing information that allow efficient processing and analysis for informed business decision-making. -
What is the difference between big data and machine learning?
Big data refers to the data set that has huge, and growing, volume that can quickly become unwieldy. Machine learning is a subsection of Artificial Intelligence (AI) that can help you extract value from big data to solve problems. -
How does big data help businesses?
Understanding how to work with big data can help you glean useful insights from large amounts of data, which can help you and your organization make better business decisions. -
Does Learning Tree offer Big data online training?
Schedules are busy, but big data training online makes it easy to level-up your career. If you need Big Data online training, we’ve got you covered. Our AnyWare course delivery option gives you the advantages of a live classroom right from the comfort of your computer screen – no matter where you are.
Unlimited Access to Everything
Time Zone Legend:
Note: This course runs for 3 Days
-
Jan 15 - 17 9:00 AM - 4:30 PM EST Ottawa / Online (AnyWare)
-
Feb 19 - 21 9:00 AM - 4:30 PM EST New York / Online (AnyWare)
-
Mar 4 - 6 9:00 AM - 4:30 PM EST Greenbelt,MD / Online (AnyWare)
-
Mar 18 - 20 9:00 AM - 4:30 PM PDT Seattle / Online (AnyWare)
-
Apr 15 - 17 9:00 AM - 4:30 PM EDT Toronto / Online (AnyWare)
-
May 20 - 22 9:00 AM - 4:30 PM EDT Herndon, VA / Online (AnyWare)
-
May 27 - 29 9:00 AM - 4:30 PM EDT Greenbelt,MD / Online (AnyWare)
-
Jun 17 - 19 9:00 AM - 4:30 PM PDT San Francisco / Online (AnyWare)
-
Aug 19 - 21 9:00 AM - 4:30 PM EDT New York / Online (AnyWare)
-
Sep 2 - 4 9:00 AM - 4:30 PM EDT Greenbelt,MD / Online (AnyWare)
-
Sep 16 - 18 9:00 AM - 4:30 PM PDT Seattle / Online (AnyWare)
-
Oct 14 - 16 9:00 AM - 4:30 PM EDT Toronto / Online (AnyWare)
-
Nov 4 - 6 9:00 AM - 4:30 PM EST Herndon, VA / Online (AnyWare)
-
Dec 2 - 4 9:00 AM - 4:30 PM EST Greenbelt,MD / Online (AnyWare)
Guaranteed to Run
When you see the "Guaranteed to Run" icon next to a course event, you can rest assured that your course event — date, time, location — will run. Guaranteed.Big Data Unlimited Access Training Information
This product offers access to 2 on-demand courses and 5 eBooks that have been mapped directly to the objectives of the 3-day course. At any time during your annual access to this offering, you may attend one of our 1-day course events focused specifically on Big Data Insights, Technologies & Trends (4500). Enrolling in this bundle also grants you access to any of our multi-day Introduction to Big Data (1250) course events.
On-Demand Training Outline
-
On-Demand Courses
- From 0 to 1: Hive for Processing Big Data
- Building a Big Data Analytics Stack
-
eBooks
- Hands-on Big Data Modelling
- Big Data Architect's Handbook
- Modern Big Data Processing with Hadoop
- Big Data Processing with Apache Spark
- Practical Big Data Analytics
Big Data Training FAQs
-
What background do I need?
Working knowledge of the Microsoft Windows platform and basic database concepts.
Typical job roles include: Project and IT Managers, Database Administrators & Data Architects, Developers & SQL Developers, Data Scientists & Business Intelligence.
-
Is the on-demand content the same as the 3-day instructor class?
No. While the content selected does map to the objectives of the instructor-led course, it does not include a recorded version of the instructor-led class. The objectives have been re-imagined to be presented in digital, self-guided formats. -
What on-demand content will I receive?
An outline of the content you will receive can be seen above. You will also get access to any new on-demand content that becomes available during your annual enrollment period. -
Does this include any practical, hands-on learning?
Yes! Each book and video begins with a step by step guide for you to set up a coding environment on your personal computer. The course content is full of examples and practical advice, followed up by the chance to embed your learning through real world tasks. All example code is available to download, copy and use - giving you the chance to work and practice as you read and watch. -
How will I access my course materials if I choose this method?
Once payment is received, you will receive an email from Learning Tree with all the links and information you need to get started. -
How can I sign up for a review session?
Once you are enrolled in the program, specific details and dates will be sent to you.
One Day Instructor-Led Review
You'll be able to register for a Training Review Session at any time after you've placed your order.
-
Apr 28
(1 Day)
9:00 AM - 4:30 PM EDT Online (AnyWare) -
Jul 9
(1 Day)
9:00 AM - 4:30 PM EDT Online (AnyWare) -
Oct 5
(1 Day)
9:00 AM - 4:30 PM EDT Online (AnyWare)
Team Training
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