Flex On-Demand: DP-100-Designing and Implementing a Data Science Solution on Azure Course Outline
*** Note: This is a Flex On-Demand Self Study Class, 3-days of content, $595 ***
Flex On-Demand combines the flexibility of on-demand, self-study classes with the benefits of traditional instructor-led training (ILT). With a Flex On-Demand class you get streaming self-study content that matches our instructor-led classes. (Applicable State and Local taxes may be added for On-Demand purchases, depending on your location.)
Flex On-Demand Learner Profiles
Flex On-Demand is a self-study training solution that was designed for two types of learners. First, Flex On-Demand is a great fit for experienced IT professionals who don't need a traditional multiple full days of training to upgrade their existing skills. They can pick and choose topics to make the most effective use of their time. Second, Flex On-Demand is perfect for highly-motivated individuals who are new to a technology and need to space their learning over a period of weeks or months. These learners can take their time and repeat sections as needed until they master the new concepts.
About Flex On-Demand
Our Flex On-Demand classes are self-study courses with 24/7 access via the internet. They include hours of content, hands-on labs using the actual software, and knowledge checks that were created by Microsoft to mirror the content found in the traditional live instructor-led version of the course.
With each self-study Flex On-Demand class you may "audit" up to 50% of an actual class as an ILT listener. This option allow you to listen in and follow along to the equivalent live Instructor-Led Training (ILT) class. ILT Listeners do not have direct access to the live instructor. ILT classes are held weekdays. Please contact ONLC to schedule.
Paying with Software Assurance Training Vouchers (SATV)
For Microsoft Enterprise customers paying with Software Assurance Vouchers, the cost of this class is 3 vouchers.(Note: Individuals paying with SATV can have the option of auditing the entire class.)Microsoft has announced beginning February 1, 2020, Azure courses will no longer be approved for SA Voucher use.
Special Note to New Hampshire Residents
This course has not yet been approved by the State's Department of Education. Please contact us to get an update as to when the class should be available in New Hampshire.
Do You Still Prefer a Live, Instructor-led Class?
Already know Flex On-Demand is not right for you? We also offer this same course content in a live, instructor-led format. For more details, click on the link below:
DP-100-Designing and Implementing a Data Science Solution on Azure Instructor Led
Module 1: Doing Data Science on Azure
The student will learn about the data science process and the role of the data scientist. This is then applied to understand how Azure services can support and augment the data science process.
Introduce the Data Science Process
Overview of Azure Data Science Options
Introduce Azure Notebooks
Module 2: Doing Data Science with Azure Machine Learning service
The student will learn how to use Azure Machine Learning service to automate the data science process end to end.
Introduce Azure Machine Learning (AML) service
Register and deploy ML models with AML service
Module 3: Automate Machine Learning with Azure Machine Learning service
In this module, the student will learn about the machine learning pipeline and how the Azure Machine Learning service's AutoML and HyperDrive can automate some of the laborious parts of it.
Automate Machine Learning Model Selection
Automate Hyperparameter Tuning with HyperDrive
Module 4: Manage and Monitor Machine Learning Models with the Azure Machine Learning service
In this module, the student will learn how to automatically manage and monitor machine learning models in the Azure Machine Learning service.
Manage and Monitor Machine Learning Models
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