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Introduction to Big Data

COURSE TYPE

Foundation

Course Number

1250

Duration

3 Days

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What is Big Data? + Key Reasons to Learn Big Data Analytics starting with a vendor-agnostic approach:

This Intro to Big Data is a unique approach to help you act on data for real business gain – not what a tool can do, but what you can do with the output from the tool.  Big data as defined by Wiki is a collection of data sets so large and complex that it becomes difficult to process using on-hand database management tools or traditional data processing applications.

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 ›

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

Important Course Information

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.

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
  • Hypertable
  • 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
  • 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
  • Distributing data processing across server farms
  • 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

Handling streaming data

  • Comparing real–time processing models
  • Leveraging Storm to extract live events
  • Lightning–fast processing with Spark and Shark
  • 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 data in the Hive MegaStore
  • 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
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Convenient Ways to Attend This Instructor-Led Course

Hassle-Free Enrollment: No advance payment required to reserve your seat.
Tuition due 30 days after you attend your course.

In the Classroom

Live, Online

Private Team Training

In the Classroom — OR — Live, Online

Tuition — Standard: $2650   Government: $2355

Feb 7 - 9 (3 Days)
9:00 AM - 4:30 PM EST
Herndon, VA / Online (AnyWare) Herndon, VA / Online (AnyWare) Reserve Your Seat

Introduction to Big Data

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Mar 14 - 16 (3 Days)
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Introduction to Big Data

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Mar 28 - 30 (3 Days)
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Washington, DC Washington, DC Reserve Your Seat

Introduction to Big Data

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Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

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Apr 4 - 6 (3 Days)
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Rockville, MD / Online (AnyWare) Rockville, MD / Online (AnyWare) Reserve Your Seat

Introduction to Big Data

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Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

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May 2 - 4 (3 Days)
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Introduction to Big Data

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By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

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May 9 - 11 (3 Days)
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Introduction to Big Data

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By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

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May 16 - 18 (3 Days)
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Introduction to Big Data

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By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

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Jun 20 - 22 (3 Days)
9:00 AM - 4:30 PM EDT
Washington, DC Washington, DC Reserve Your Seat

Introduction to Big Data

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By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

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Jul 18 - 20 (3 Days)
9:00 AM - 4:30 PM EDT
Ottawa / Online (AnyWare) Ottawa / Online (AnyWare) Reserve Your Seat

Introduction to Big Data

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By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

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Jul 25 - 27 (3 Days)
9:00 AM - 4:30 PM MDT
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Introduction to Big Data

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By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

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Aug 8 - 10 (3 Days)
9:00 AM - 4:30 PM EDT
Herndon, VA / Online (AnyWare) Herndon, VA / Online (AnyWare) Reserve Your Seat

Introduction to Big Data

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By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

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Aug 22 - 24 (3 Days)
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New York / Online (AnyWare) New York / Online (AnyWare) Reserve Your Seat

Introduction to Big Data

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By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

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Sep 5 - 7 (3 Days)
9:00 AM - 4:30 PM EDT
Toronto / Online (AnyWare) Toronto / Online (AnyWare) Reserve Your Seat

Introduction to Big Data

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By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

Terms and Conditions
Pay now or pay later
Pay by credit card at checkout
- or - pay later by invoice, as always.

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Sep 26 - 28 (3 Days)
9:00 AM - 4:30 PM EDT
Washington, DC Washington, DC Reserve Your Seat

Introduction to Big Data

Thank you for your interest in this event, but there are no available seats at this time. Please select another date. You may also contact a customer service representative or training advisor about your training needs, from single courses to large enterprise solutions.

You have used Passport or Voucher Number for this event. Please contact our Customer Service Representative or Training Advisor and they will work with your payment options.

Sep 26 - 28 (3 Days) 9:00 AM - 4:30 PM EDT

Washington, DC

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Don't know your Passport or Voucher Number?

Contact us via live chat or call us at 1-888-843-8733 for assistance.

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BY CLICKING THE GSA BOX, YOU AGREE TO THESE TERMS OF USE; IF YOU DO NOT AGREE, LEAVE THAT BOX BLANK TO RECEIVE COMMERCIAL PRICING.

By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

Terms and Conditions
Pay now or pay later
Pay by credit card at checkout
- or - pay later by invoice, as always.

Added to cart

Oct 3 - 5 (3 Days)
9:00 AM - 4:30 PM EDT
Rockville, MD / Online (AnyWare) Rockville, MD / Online (AnyWare) Reserve Your Seat

Introduction to Big Data

Thank you for your interest in this event, but there are no available seats at this time. Please select another date. You may also contact a customer service representative or training advisor about your training needs, from single courses to large enterprise solutions.

You have used Passport or Voucher Number for this event. Please contact our Customer Service Representative or Training Advisor and they will work with your payment options.

Oct 3 - 5 (3 Days) 9:00 AM - 4:30 PM EDT

Rockville, MD / Online (AnyWare)

Please select the quantity Please select the quantity
Please enter a valid Promo Code
?
Don't know your Passport or Voucher Number?

Contact us via live chat or call us at 1-888-843-8733 for assistance.

{{vm.lineItem.$VoucherNumberValidationMessage}} Please enter a valid Passport or Voucher Number
Email address is required Please enter a valid Email
?
BY CLICKING THE GSA BOX, YOU AGREE TO THESE TERMS OF USE; IF YOU DO NOT AGREE, LEAVE THAT BOX BLANK TO RECEIVE COMMERCIAL PRICING.

By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

Terms and Conditions
Pay now or pay later
Pay by credit card at checkout
- or - pay later by invoice, as always.

Added to cart

Oct 31 - Nov 2 (3 Days)
9:00 AM - 4:30 PM MDT
Online (AnyWare) Online (AnyWare) Reserve Your Seat

Introduction to Big Data

Thank you for your interest in this event, but there are no available seats at this time. Please select another date. You may also contact a customer service representative or training advisor about your training needs, from single courses to large enterprise solutions.

You have used Passport or Voucher Number for this event. Please contact our Customer Service Representative or Training Advisor and they will work with your payment options.

Oct 31 - Nov 2 (3 Days) 9:00 AM - 4:30 PM MDT

Online (AnyWare)

Please select the quantity Please select the quantity
Please enter a valid Promo Code
?
Don't know your Passport or Voucher Number?

Contact us via live chat or call us at 1-888-843-8733 for assistance.

{{vm.lineItem.$VoucherNumberValidationMessage}} Please enter a valid Passport or Voucher Number
Email address is required Please enter a valid Email
?
BY CLICKING THE GSA BOX, YOU AGREE TO THESE TERMS OF USE; IF YOU DO NOT AGREE, LEAVE THAT BOX BLANK TO RECEIVE COMMERCIAL PRICING.

By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

Terms and Conditions
Pay now or pay later
Pay by credit card at checkout
- or - pay later by invoice, as always.

Added to cart

Nov 7 - 9 (3 Days)
9:00 AM - 4:30 PM EST
Alexandria, VA / Online (AnyWare) Alexandria, VA / Online (AnyWare) Reserve Your Seat

Introduction to Big Data

Thank you for your interest in this event, but there are no available seats at this time. Please select another date. You may also contact a customer service representative or training advisor about your training needs, from single courses to large enterprise solutions.

You have used Passport or Voucher Number for this event. Please contact our Customer Service Representative or Training Advisor and they will work with your payment options.

Nov 7 - 9 (3 Days) 9:00 AM - 4:30 PM EST

Alexandria, VA / Online (AnyWare)

Please select the quantity Please select the quantity
Please enter a valid Promo Code
?
Don't know your Passport or Voucher Number?

Contact us via live chat or call us at 1-888-843-8733 for assistance.

{{vm.lineItem.$VoucherNumberValidationMessage}} Please enter a valid Passport or Voucher Number
Email address is required Please enter a valid Email
?
BY CLICKING THE GSA BOX, YOU AGREE TO THESE TERMS OF USE; IF YOU DO NOT AGREE, LEAVE THAT BOX BLANK TO RECEIVE COMMERCIAL PRICING.

By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

Terms and Conditions
Pay now or pay later
Pay by credit card at checkout
- or - pay later by invoice, as always.

Added to cart

Dec 19 - 21 (3 Days)
9:00 AM - 4:30 PM EST
Washington, DC Washington, DC Reserve Your Seat

Introduction to Big Data

Thank you for your interest in this event, but there are no available seats at this time. Please select another date. You may also contact a customer service representative or training advisor about your training needs, from single courses to large enterprise solutions.

You have used Passport or Voucher Number for this event. Please contact our Customer Service Representative or Training Advisor and they will work with your payment options.

Dec 19 - 21 (3 Days) 9:00 AM - 4:30 PM EST

Washington, DC

Please select the quantity Please select the quantity
Please enter a valid Promo Code
?
Don't know your Passport or Voucher Number?

Contact us via live chat or call us at 1-888-843-8733 for assistance.

{{vm.lineItem.$VoucherNumberValidationMessage}} Please enter a valid Passport or Voucher Number
Email address is required Please enter a valid Email
?
BY CLICKING THE GSA BOX, YOU AGREE TO THESE TERMS OF USE; IF YOU DO NOT AGREE, LEAVE THAT BOX BLANK TO RECEIVE COMMERCIAL PRICING.

By clicking the GSA box – you certify that you/your firm is eligible to receive discounted price available only to Federal, State and Local Government agencies and eligible Government Contractor(s). Eligible Government Contract(s) must furnish a Letter of Authorizations in accordance with FAR 51.1 within a week of enrollment.

Learning Tree reserves the right, at its sole discretion, to change, modify, add or remove portions of these Terms of Use, at any time. It is your responsibility to ensure that you qualify to receive GSA discounted rate and to provide any Letter of Authorizations issued by the Government. If a letter of authorization is not provided within a week of enrollment – the initial discounted quoted price will revert back to applicable commercial pricing. Please contact your Government Account Coordinator for any questions.

Terms and Conditions
Pay now or pay later
Pay by credit card at checkout
- or - pay later by invoice, as always.

Added to cart

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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.

Private Team Training

Enrolling at least 3 people in this course? Consider bringing this (or any course that can be custom designed) to your preferred location as a private team training.

For details, call 1-888-843-8733 or Click Here »

Tuition

Standard

Government

In Classroom or
Online

Standard

$2650

Government

$2355

Private Team Training

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Course Tuition Includes:

After-Course Instructor Coaching
When you return to work, you are entitled to schedule a free coaching session with your instructor for help and guidance as you apply your new skills.

After-Course Computing Sandbox
You'll be given remote access to a preconfigured virtual machine for you to redo your hands-on exercises, develop/test new code, and experiment with the same software used in your course.

Free Course Exam
You can take your Learning Tree course exam on the last day of your course or online any time after class.

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Training Hours

Standard Course Hours: 9:00 am – 4:30 pm
*Informal discussion with instructor about your projects or areas of special interest: 4:30 pm – 5:30 pm

Enhance Your Credentials with Professional Certification

Learning Tree's comprehensive training and exam preparation guarantees that you will gain the knowledge and confidence to achieve professional certification and advance your career.

Earn 17 Credits from NASBA

This course qualifies for 17 CPE credits from the National Association of State Boards of Accountancy CPE program. NOTE: Only live, in-class attendance qualifies for NASBA CPEs. Read more ...

I really learned the 'how-to' from the exercises. I tend to be a very hands-on person. I learned almost all of what I know by doing, so I really thought that the exercises helped me learn the material. They also helped me feel a bit more confident that I can actually perform these functions in the real world.

- P. Ward, Web Developer
The Raymond Corporation

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