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

What you will learn

Machine Learning on Amazon’s AWS Sagemaker Canvas without writing any Code

4 Live Projects with Sample Dataset

Training and Testing ML Models, Improving Accuracy

Basics of Machine Learning


This AWS SageMaker Canvas Course will help you to become a Machine Learning Expert and will enhance your skills by offering you comprehensive knowledge, and the required hands-on experience on this newly launched Cloud based ML tool, by solving real-time industry-based projects, without needing any complex coding expertise.

Top Reasons why you should learn AWS SageMaker Canvas :

  • AWS is the #1 cloud based tool used industry wide for Machine Learning Projects.

  • You do not need Advanced Coding expertise generally required in the field of Machine Learning.

  • Complex knowledge of Statistics, Algorithms, Mathematics that is difficult to master is also not required.

  • Machine Learning Models that usually takes many days to build, are available very quickly in just a few minutes.

  • The demand for ML professionals is on the rise. This is one of the most sought-after profession currently in the lines of Data Science.

  • There are multiple opportunities across the Globe for everyone with Machine Learning skills.

  • SageMaker Canvas has a small learning curve and you can pick up even advanced concepts very quickly.

  • This Tool is available as a part of AWS Free Tier.

  • You do not need high configuration computer to learn this tool. All you need is any system with internet connectivity.

Top Reasons why you should choose this Course :

  • This course is designed keeping in mind the students from all backgrounds – hence we cover everything from basics, and gradually progress towards advanced topics.

  • We take live Industry Projects and do each and every step from start to end in the course itself.

  • This course can be completed in a Day !

  • All Doubts will be answered.

Most Importantly, Guidance is offered beyond the Tool – You will not only learn the Software, but important Machine Learning principles. Also, I will share the resources where to get the best possible help from, & also the sources to get public datasets to work on to get mastery in the ML domain.

A Verifiable Certificate of Completion is presented to all students who undertake this AWS SageMaker Canvas course.



Introduction to Machine Learning

What is Machine Learning?

Introduction to AWS

What is Amazon Web Services (AWS) ?
Signing into AWS Console

Introduction to SageMaker

What is SageMaker and how it is used for Machine Learning?
What is SageMaker Canvas?


SageMaker Domain and User Setup
Setup Data in S3 Buckets for use in SageMaker

SageMaker Canvas Interface Walkthrough

Navigating in SageMaker Canvas

Project 1 : Banknote Authentication

Adding Training Data
Building and Using Model for Prediction
Predict Single & Batch Dataset
Validating Accuracy of Batch Predictions

Project 2 : Spam SMS Detection

Adding Train & Test Data
Building and Using Model for Prediction
Predicting Data and Validating Accuracy

Project 3 : Customer Churn Prediction

Adding Data
Building Model
Performing & Validating Predictions

Project 4 : Wine Quality Prediction

Adding & Joining Datasets
Building Model
Predicting Test Data


White Wine Quality Prediction

Other Important Features in SageMaker Canvas


Congratulations & Next Steps

Getting Datasets for Practice
Getting Help on SageMaker Canvas
Congratulations & Thankyou

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