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Build Decision Trees, SVMs, and Artificial Neural Networks

Name: Build Decision Trees, SVMs, and Artificial Neural Networks
Price: 49 USD
Availability: InStock

About this course

There are numerous types of machine learning algorithms, each of which has certain characteristics that might make it more or less suitable for solving a particular problem. Decision trees and support-vector machines (SVMs) are two examples of algorithms that can both solve regression and classification problems, but which have different applications. Likewise, a more advanced approach to machine learning, called deep learning, uses artificial neural networks (ANNs) to solve these types of problems and more. Adding all of these algorithms to your skillset is crucial for selecting the best tool for the job. This fourth and final course within the Certified Artificial Intelligence Practitioner (CAIP) professional certificate continues on from the previous course by introducing more, and in some cases, more advanced algorithms used in both machine learning and deep learning. As before, you'll build multiple models that can solve business problems, and you'll do so within a workflow. Ultimately, this course concludes the technical exploration of the various machine learning algorithms and how they can be used to build problem-solving models.

75/100

CourseAsk score

What the provider tells you: 39/45
Who stands behind it: 20/35
How complete the listing is: 16/20

Scores how much the provider publishes and who stands behind it — not how well it is taught.

What you'll learn

understand key machine learning algorithms
differentiate between regression and classification problems
apply deep learning techniques using artificial neural networks
build models to tackle real-world business problems

Course objectives

introduce advanced machine learning algorithms
integrate different algorithms into a cohesive workflow
conclude the technical exploration of machine learning

Machine Learning Artificial Intelligence #deep learning #regression #classification #machine learning #data modeling #model building #decision trees #workflow #algorithm #support vector machines #svm #artificial neural networks #business problems

$49.00

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