Book Image

Beginning Machine Learning with AWS

By : Kesha Williams
Book Image

Beginning Machine Learning with AWS

By: Kesha Williams

Overview of this book

Machine Learning with AWS is the right place to start if you are a beginner interested in learning useful artificial intelligence (AI) and machine learning skills using Amazon Web Services (AWS), the most popular and powerful cloud platform. You will learn how to use AWS to transform your projects into apps that work at high speed and are highly scalable. From natural language processing (NLP) applications, such as language translation and understanding news articles and other text sources, to creating chatbots with both voice and text interfaces, you will learn all that there is to know about using AWS to your advantage. You will also understand how to process huge numbers of images fast and create machine learning models. By the end of this course, you will have developed the skills you need to efficiently use AWS in your machine learning and artificial intelligence projects.
Table of Contents (6 chapters)
Chapter 3
Perform Topic Modelling and Theme Extraction
Content Locked
Section 3
Topic Modeling with Latent Dirichlet Allocation (LDA)
Now that we know about Latent Dirichlet Allocation let us learn about topic modeling with LDA with a basic example and why we should use LDA.