Introduction to Einstein analytics and Machine learning

Above video, Tutorial will teach you the following things

1) Setup Einstein Org

2) Create App, Dashboard and Dataset

3) Difference between Supervised and unsupervised Machine learning

Register Einstein Org

2) Fill out the information and click Sign me up. You will receive a verification email.

Create an App

1) Apps can be of two types

Private and Shared App.

Private app- Only You have access to it and cant is shared.

Shared App- This one you can share.

1) Go to Analytics Studio

2)Click on create

3) Go to Dashboard and Create

4) Create Datasets

You can create a dataset from CSV, Salesforce objects or external objects like for instance linking to AWS database, AZure db etc

Here we will rely on Salesforce Lead object to keep the demo nice and easy.

5) Go to the Dashboard and add a chart and use the lead dataset

Machine Learning

Supervised and Supervised Algorithm

In Supervised, A Model is trained with labelled datasets.

In Unsupervised a model is trained with unknown datasets and model has to figure out to cluster them.

Supervised can be grouped into classification and regression

Classification is associated with boolean value for instance a person has cancer or not.

Regression deals with continuous value, for instance, determining the house price.

Unsupervised can be grouped into clusters and association

SalesForce