Course Outline
Pre-Requisites
Experience processing and querying bulk data
Experience analyzing real-time and historical data
Experience using SQL and data analysis / visualization tools (e.g. Power BI)
Experience using PowerShell (Note: A basic PowerShell tutorial is included in the course.)
Lessons
- Design big data batch processing and interactive solutions  (55224A-1)
- Design big data real-time processing solutions  (55224A-1)
- Design Machine Learning solutions  (55224A-2)
- Operationalize end-to-end cloud analytics solutions (55224A-2)
Module 1: Design big data batch processing and interactive solutions (Covered in 55224A-1)
- Ingest data for batch processing
- Design for batch processing
- Design interactive queries
- Review
Module 2: Design big data real-time processing solutions (Covered in 55224A-1)
- Ingest data for real-time processing
- Design for real-time processing
- Design interactive queries for big data
- Review
Module 3: Design Machine Learning solutions (Covered in 55224A-2)
- Create workspaces
- Select models and query parameters
- Publish web services
- Review
Module 4: Operationalize end-to-end cloud analytics solutions (Covered in 55224A-2)
- Create a data factory
- Manage and Monitor the data factory
- Deploy end-to-end solutions using PowerShell
- Review
LABS
Lab 1: Design big data batch processing and interactive solutions
- Load data into Microsoft Azure
- Prepare data for batch processing
- Query the data
- Load data into Microsoft Azure
- Prepare data for real-time event processing
- Visualize the data
Lab 3: Design Machine Learning solutions
- Create workspaces
- Select models and query parameters
- Publish web services
Lab 4: Operationalize end-to-end cloud analytics solutions
- Create a data factory
- Manage and Monitor the data factory
- Deploy end-to-end solutions using PowerShell
This course is intended for experienced data professionals who design big data analytics solutions on Microsoft Azure.
Cancellation Policy
We require 16 calendar days notice to reschedule or cancel any registration. Failure to provide the required notification will result in 100% charge of the course. If a student does not attend a scheduled course without prior notification it will result in full forfeiture of the funds and no reschedule will be allowed. Within the required notification period, only student substitutions will be permitted. Reschedules are permitted at anytime with 16 or more calendar days notice. Enrollments must be rescheduled within six months of the cancel date or funds on account will be forfeited.
Training Location
Online Classroom
your office
your city,
your province
your country
