About this Paths
Feature engineering is the process of using domain knowledge and insight into data to define features that enable machine learning algorithms to work successfully. Feature engineering is a fundamental part of the data preparation workflow for machine learning solutions.In this skill, you will learn to apply common feature engineering techniques as part of the machine learning workflow in Microsoft Azure.
What You'll Learn
| From | Pluralsight |
|---|---|
| Hours | 10 |
| Instructors | Mike West, Ravikiran Srinivasulu, Michael Heydt, David Tucker, Steph Locke |
| Language | English |
| Subjects | IT & Networking |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Feature Columnist $56k
Feature Film Casting $59k
News/Feature Editor $65k
Entertainment and Feature Writer $65k
Feature Editor $66k
Feature Producer/Editor $68k
Associate Feature Estimator $78k
Assistant Feature Exec. $81k
Associate Feature Producer $94k
Feature Developer $96k
Producer - Feature Animation $131k
Stepfather (feature) $156k
Courses in this Paths
Listed in the order in which they should be taken
| Starts | Course Information | |
|---|---|---|
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On Demand |
Building Features from Nominal and Numeric Data in Microsoft Azure At the core of applied machine learning is data. In this course, Building Features from Nominal and Numeric Data in Microsoft Azure, you will learn how to cleanse data within the... Pluralsight |
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On Demand |
Preparing Data for Feature Engineering and Machine Learning in Microsoft Azure Data comes from many different sources. So when you join them, they are naturally inconsistent. In this course, Preparing Data for Feature Engineering and Machine Learning in... Pluralsight |
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On Demand |
Building Features from Text Data in Microsoft Azure Using text data to make decisions is key in creating text features for machine learning models. In this course, Building Features from Text Data in Microsoft Azure, you'll obtain... Pluralsight |
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On Demand |
Building Features for Computer Vision in Microsoft Azure Computer vision enables insights and experiences that previously weren’t possible, but it can seem daunting to know how to extract the information you need out of an image. In... Pluralsight |
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On Demand |
Reducing Complexity in Data in Microsoft Azure If you're building models for data science, your feature sets can quickly become complicated and hard to understand. In this course, Reducing Complexity in Data in Microsoft... Pluralsight |
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| From | Pluralsight |
|---|---|
| Hours | 10 |
| Instructors | Mike West, Ravikiran Srinivasulu, Michael Heydt, David Tucker, Steph Locke |
| Language | English |
| Subjects | IT & Networking |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Feature Columnist $56k
Feature Film Casting $59k
News/Feature Editor $65k
Entertainment and Feature Writer $65k
Feature Editor $66k
Feature Producer/Editor $68k
Associate Feature Estimator $78k
Assistant Feature Exec. $81k
Associate Feature Producer $94k
Feature Developer $96k
Producer - Feature Animation $131k
Stepfather (feature) $156k
Similar Courses
Sorted by relevance
