[ FreeCourseWeb.com ] Cloud Academy - Introduction to Machine Learning Concepts



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MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch

Difficulty: Beginner | Genre: eLearning | Language: English | Duration: 7 Lectures (48m) | Size: 350 MB

What you'll learn:

Understand what Machine Learning is and what it offers

Understand the benefits of using the Machine Learning

Understand business use cases and scenarios that can benefit from using the Machine Learning

Understand the different Machine Learning training techniques

Understand the difference between Supervised and Unsupervised training

Understand the difference between Classification and Regression

Become familiar with several of the commonly used and popular Machine Learning algorithms discussed

Understand the basic principles behind Deep Learning and Deep Neural Networks



Requirements

A background in statistics or probability

Familiarity and understanding of computer algorithms

Basic understanding of data analytics



Description

In this course, you'll learn about Machine Learning and where it fits within the wider Artificial Intelligence (AI) field. The course proceeds with a formal definition of Machine Learning and continues on with explanations for the various machine learning and training techniques. We review both Supervised and Unsupervised learning, showcasing the main differences between each type of learning method. We review both Classification and Regression models, showcasing the main differences between each type of training model.



We provide a basic review of several of the most popular and commonly used machine learning algorithms including:



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