Build Decision Trees, SVMs, and Artificial Neural Networks
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.Created by: CertNexus
Related Online Courses
In this course you will learn how Oracle\'s cloud data platform extends and complements its core databases. Understand how to architect data management platforms that work together to simplify and... more
Want to take the first steps to become a Web Developer? This course will help you discover the languages, frameworks, and tools that you will need to create interactive and engaging websites right... more
This course will assist you with recreating work that a previous coworker completed, revisiting a project you abandoned some time ago, or simply reproducing a document with a consistent format and... more
The course is suited for teaching and learning professionals, media professors, university leaders, and educators interested in learning, creating, and using Digital Case Studies. This course will... more
Course Description: Teradata SQL and Data Management is a comprehensive course designed to equip participants with advanced skills in Teradata SQL querying and data management techniques. This... more