MPP On-Demand: Applied Machine Learning (DAT203.3x) Course Outline

Special Note to New Hampshire Residents
This course has not yet been approved by the New Hampshire Department of Education. Please contact us for an update on when the class will be available in New Hampshire.

*** Note: This is an On-Demand Self Study Class ***
You can take this class at any time; there are no set dates. It features hands-on labs so you can practice new skills at your workstation. Other parts of the course include video lectures that you can view on-the-go from your phone or tablet. In all cases, customers must call us directly to register this class at 800-288-8221.

MPP On-Demand Series
This course is part of the Microsoft Professional Program Series, MPP: Data Science Track. It can be taken individually or as part of the 9-course series, plus a capstone project. You will need to purchase a validated certificate to get credit for this class as part of the MPP. Request the certificate at time of registration.

On-Demand Learner Profiles
MPP On-Demand is a self-study training solution that was designed for two types of learners. First, MPP On-Demand is a great fit for experienced IT professionals who don't need traditional 5-day classes to upgrade their existing skills. They can pick and choose topics to make the most effective use of their time. Second, MPP 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.


Overview
Learn how to apply machine learning to solve common predictive problems, including text analytics, spatial data analysis, image processing, and time series forecasting.

Duration
This Microsoft authorized class is an online elearning course that should take between 18 to 24 hours of effort, depending on your background.

Course Outline

Time Series and Forecasting
Introduction to Time Series
Working with Time Series
Forecasting in Context
Lab: Time Series and Forecasting

Spatial Data Analysis
Introduction to Spatial Data
Working with Spatial Data
Spatial Data in Context
Lab: Spatial Data Analysis

Text Analytics
Introduction to Text Analytics
Working with Text
Text Analytics in Context
Lab: Text Analytics

Image Analysis
Introduction to Image Analysis
Working with Images
Image Analysis In Context
Lab: Image Analysis

DAT203.3x
View outline in Word

ED2033

Attend hands-on, instructor-led MPP On-Demand: Applied Machine Learning (DAT203.3x) training classes at ONLC's more than 300 locations. Not near one of our locations? Attend these same live classes from your home/office PC via our Remote Classroom Instruction (RCI) technology.

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