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No-Code Machine Learning Using Amazon AWS SageMaker Canvas [Video]

No-Code Machine Learning Using Amazon AWS SageMaker Canvas: Build your machine learning model and get accurate predictions without writing any code using AWS SageMaker Canvas [Video]

By Prince Patni
$29.99
Video Nov 2022 1 hours 25 minutes 1st Edition
Video
$29.99
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$15.99 Monthly
Video
$29.99
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$15.99 Monthly

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Product Details


Publication date : Nov 22, 2022
Length 1 hours 25 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781804619896
Vendor :
Amazon
Category :
Concepts :

Key benefits

  • Machine learning on Amazon's AWS SageMaker Canvas without writing any code
  • Learn how to train and test the ML models and get accurate predictions
  • Work on four live projects with a sample dataset

Description

AWS is the #1 cloud-based tool used industry-wide for machine learning projects. You do not need advanced coding expertise that is generally required in the field of machine learning. Nowadays, machine learning models that usually take many days to build are available very quickly in just a few minutes with the help of SageMaker Canvas. SageMaker Canvas has a small learning curve and you can pick up even advanced concepts very quickly. It is also available as part of AWS Free Tier. This course is created with students from various backgrounds in mind. Therefore, we start with the fundamentals and work our way up to more advanced topics. In addition, we will work on four projects in the course itself, from beginning to end. By providing you with in-depth knowledge and the necessary hands-on experience on this newly introduced cloud-based ML tool, this course will help you become a machine learning expert and enhance your skills. You won’t need any advanced coding knowledge to complete projects that are based on real-world industry problems. Guidance is offered beyond the tool—you will not only learn the software but also important machine learning principles. By the end of this course, you will be able to build your own machine learning model and get accurate predictions without writing any code using AWS SageMaker Canvas. All the resources and datasets for this course are available at: https://github.com/PacktPublishing/No-Code-Machine-Learning-Using-Amazon-AWS-SageMaker-Canvas

What you will learn

Learn the basics of machine learning Get introduced to AWS SageMaker Use the Banknote Authentication dataset to predict data Use the SMS Spam Collection dataset to predict data Use the Customer Churn Prediction 2020 dataset to predict data Use the Wine Quality dataset to predict data

What do you get with a video?

Feature icon Download this video in MP4 format
Feature icon Access this title in our online reader with advanced features
Feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details


Publication date : Nov 22, 2022
Length 1 hours 25 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781804619896
Vendor :
Amazon
Category :
Concepts :

Table of Contents

12 Chapters
Introduction to Machine Learning Packt Packt
Introduction to AWS Packt Packt
Introduction to SageMaker Packt Packt
Setup Packt Packt
SageMaker Canvas Interface Walkthrough Packt Packt
Project 1 - Banknote Authentication Packt Packt
Project 2 - Spam SMS Detection Packt Packt
Project 3 - Customer Churn Prediction Packt Packt
Project 4 - Wine Quality Prediction Packt Packt
Assignment Packt Packt
Other Important Features in SageMaker Canvas Packt Packt
Congratulations and Next Steps Packt Packt

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