Preview No-Code Machine Learning Using Amazon AWS SageMaker Canvas

Back

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?

Setup

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

Assignment

White Wine Quality Prediction

Other Important Features in SageMaker Canvas

Versioning

Congratulations & Next Steps

Getting Datasets for Practice

Getting Help on SageMaker Canvas

Congratulations & Thankyou

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