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No-Code Machine Learning Using Amazon AWS SageMaker Canvas
No-Code Machine Learning Using Amazon AWS SageMaker Canvas

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

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Profile Icon Prince Patni
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€22.99
Full star icon Full star icon Full star icon Full star icon Empty star icon 4 (1 Ratings)
Video Nov 2022 1hr 25mins 1st Edition
Video
€22.99
Subscription
Free Trial
Renews at €18.99p/m
Arrow left icon
Profile Icon Prince Patni
Arrow right icon
€22.99
Full star icon Full star icon Full star icon Full star icon Empty star icon 4 (1 Ratings)
Video Nov 2022 1hr 25mins 1st Edition
Video
€22.99
Subscription
Free Trial
Renews at €18.99p/m
Video
€22.99
Subscription
Free Trial
Renews at €18.99p/m

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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

Who is this book for?

This course is designed for students who want to enter the machine learning domain but don’t have coding expertise, or anybody in general who wants to know what machine learning is and how to use it professionally. You won’t need any high-configuration computer to learn this tool. All you need is any system with internet connectivity and a basic understanding of machine learning.

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

Product Details

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

What do you get with a video?

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

Product Details

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

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Table of Contents

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

Customer reviews

Rating distribution
Full star icon Full star icon Full star icon Full star icon Empty star icon 4
(1 Ratings)
5 star 0%
4 star 100%
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1 star 0%
Alex Feb 22, 2024
Full star icon Full star icon Full star icon Full star icon Empty star icon 4
A good introduction. A bit repetitive in the sense of doing 3 type of inference that are pretty much the same type, and the 4th not that much different. Also, a bit more attention to and interpretation of the various details of the analyses would have been nice.
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