Einstein platform services.
Agenda :-
1.What is AI, Machine Learning and Deep Learning
2.Key concepts of ML
3.Overview of Einstein Platform Services
4.Demo
5.Key Takeaways
4.18.24 Movement Legacies, Reflection, and Review.pptx
Salesforce apex hours Einstein platform services
1. Farmington Hills
Salesforce Developer User Group
Apex Hours
Einstein Platform Services
#SalesforceApexHours #FarmingtonHillsSFDCDug
Speaker
Date
Venue/Link
Prajakta Samant, Amit Chaudhary
Saturday, SEPT 08, 2018 10:00 AM EST ( 7:30 PM IST )
https://zoom.us/j/659759919
2. Who am I ?
Amit Chaudhary (Salesforce MVP)
• Active on Salesforce Developer Community
• Blogging at http://amitsalesforce.blogspot.in/
• Co-Organizer of – FarmingtonHillsSFDCDug
• Follow us @Amit_SFDC or @ApexHours
#SalesforceApexHours #FarmingtonHillsSFDCDug
3. Our Speaker
Prajakta Samant
(Solution Architect, Eternus Solutions)
• Twitter @prajsszz
• Partner User Group Leader for Southern and Western
India region
• Director of Pune Women Who Code
• Speaker at Salesforce User Groups and Community
events
#SalesforceApexHours #FarmingtonHillsSFDCDug
4. ▶ What is AI, Machine Learning and Deep Learning
▶ Key concepts of ML
▶ Overview of Einstein Platform Services
▶ Demo
▶ Key Takeaways
AGENDA
#SalesforceApexHours #FarmingtonHillsSFDCDug
6. #FarmingtonHillsSFDCdug #SalesforceApexHours
The Terminologies
Prediction - Logical output based on a model
Model - Classification system trained using sample data
Training - Process of creating model using data set
Dataset - Collection of examples with labels
Labels - Categories to classify the examples in data set
10. #FarmingtonHillsSFDCdug #SalesforceApexHours
Best Practices and Limits
▶ Train a model with large quantity examples in data set, at least 1000 distinct samples.
▶ Use variety of examples in dataset
▶ If there is change in the dataset retraining the model
▶ Free (2000 predictions/calendar month)
▶ Paid – varies by tier
11. #FarmingtonHillsSFDCdug #SalesforceApexHours
Key Takeaways
Embed image recognition and NLP into any app
Pre built image and language models available for use
REST APIs available to easily train deep learning models
REST APIs available to add feedback to a dataset