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Structured Streaming

  • Tuition USD $75
  • Reviews star_rate star_rate star_rate star_rate star_half 508 Ratings
  • Course Code STRUC-STREAM-SELF
  • Duration 0 hours
  • Available Formats Self Paced

This hands-on self-paced training course targets Data Engineers who want to process big data using Apache Spark™ Structured Streaming. The course ends with a capstone project building a complete data streaming pipeline using structured streaming.

Skills Gained

  • Use the interactive Databricks notebook environment
  • Ingest streaming log file data
  • Aggregate small batches of data with time windows
  • Stream data from a Kafka connection
  • Use Structured Streaming in conjunction with Databricks Delta
  • Visualize streaming live data
  • Use Structured Streaming to analyze streaming Twitter data

Prerequisites

  • Getting Started with Apache Spark™ DataFrames self-paced course (optional, but strongly encouraged)

Course Details

Course Outline

  • Introduction
  • Structured Streaming Concepts
  • Time Windows
  • Using Kafka
  • Capstone Project

Platforms

Supported platforms include Azure Databricks, Databricks Community Edition, and non-Azure Databricks.

  • If you're planning to use the course on Azure Databricks, select the "Azure Databricks" Platform option.
  • If you're planning to use the course on Databricks Community Edition or on a non-Azure version of Databricks, select the "Other Databricks" Platform option.

Format

The course is a series of five self-paced lessons plus a final capstone project building a complete data pipeline using Structured Streaming. Each lesson includes hands-on exercises.

How do I enroll?

A comprehensive listing of ExitCertified courses can be found here. You can register directly for the required course/location when you select "register". If you have any questions or prefer to speak with an ExitCertified education consultant directly, please submit your query here. A representative will contact you shortly.

How do I pay for a class?

You can pay at the time of registration using credit card (Mastercard/Visa/American Express) cheque or PO.

What if I have training credits?

ExitCertified honors all savings programs from the partners we work with. ExitCertified also offers training credits across multiple partners through our FLEX Account.

When does class start/end?

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

Lunchtime?

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.

I had no problems signing up for and completing the course. The introduction was clear and helpful to get the course going. The course itself was excellent and very helpful.

Facilities were very clean, coffee was nice to have, snack selection was refreshing

Fantastic instructor, good overview of content and ability to answer questions

A reliable partner with AWS. Provides excellent reading and lab material. A really helpful subject matter companion as you move forward towards certification. Reliable and thorough. Professional instructors and customer service.

Very good intro class. Nice to have a support staff available, even it not required.

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