Mastering Machine Learning on AWS
This book will help you master your skills in various artificial intelligence and machine learning services available on AWS. Through practical hands-on examples, you’ll learn how to use these services to generate impressive results. You will have a tremendous understanding of how to use a wide range of AWS services in your own organization.
Offered by
Difficulty Level
Intermediate
Completion Time
10h12m
Language
English
About Book
Who Is This Book For?
This book is for data scientists, machine learning developers, deep learning enthusiasts and AWS users who want to build advanced models and smart applications on the cloud using AWS and its integration services. Some understanding of machine learning concepts, Python programming and AWS will be beneficial.
Mastering Machine Learning on AWS
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 10h12m total length
Getting started with Machine learning for AWS
Classifying Twitter Feeds with Naive Bayes
Predicting House Value with Regression Algorithms
Predicting User Behavior with Tree-based Methods
Customer Segmentation Using Clustering Algorithms
Analyzing Visitor Patterns to Make Recommendations
Implementing Deep Learning Algorithms
Implementing Deep Learning with TensorFlow on AWS
Image Classification and Detection with Sagemaker
Working with AWS Comprehend
Using AWS Rekognition
Building Conversational Interfaces Using AWS Lex
Creating Clusters on AWS
Optimizing Models in Spark and Sagemaker
Tuning clusters for Machine Learning
Deploying models built on AWS
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