SlideShare a Scribd company logo
1 of 20
New Delhi Salesforce Developer Group
#SalesforceSaturday
Salesforce Einstein Language
-Saagar Kinja, Salesforce Einstein Champion
LEARN . SHARE . CELEBRATE . SALESFORCE
New Delhi Salesforce Developer Group
#SalesforceSaturday
Salesforce Einstein Language
- Build understanding with Salesforce Einstein API
- How to connect to Salesforce Einstein API
- How to use Salesforce Einstein API
- Introduction with Salesforce Einstein Language
- Introduction with Salesforce Einstein Sentiment
- Let's build a solution together.
LEARN . SHARE . CELEBRATE . SALESFORCE
About Me: Saagar Kinja
● Senior Consultant @ HCL Tech
● Salesforce Einstein Champion
● Salesforce PD2 and PD1 Certified
https://linkedin.com/in/saagar-k
@saagar_kinja
https://trailblazer.me/id/skinja
About New Delhi Salesforce DG
• First Revival Meetup in February 2016
• Twitter: https://twitter.com/newdelhisfdcdug
• New Delhi Salesforce DG Trailblazer Community Group:
http://bit.ly/NewDelhiCommunity
• Facebook: https://www.facebook.com/newdelhisfdcdug
What is #SalesforceSaturday
• Started by Stephanie Herrera in Austin, Texas
• Meetup every Saturday in a Coffee Shop or anywhere to share and
learn about Salesforce
• It’s now a global phenomena with more than 25 SalesforceSaturday
Group over 5 Continents
• For India, it comprises of Online Knowledge Sharing sessions and
Trailhead Challenges
Aim : To understand Salesforce Einstein Platform and get hands
on Salesforce Einstein Language
Prerequisites :
• Few minutes of focus and commitment
• Developer Org
• Salesforce basics
• Good to have knowledge of Apex/ VF/
LWC/ Aura LC.
• Knowledge of API (Rest Callouts)
• Knowledge of Data set and modelling
Salesforce Einstein Platform
Let’s Start
Salesforce Einstein Products
• Dataset
• Training Data
• Consist of input data and
• Label
• Group of similar data inputs in a dataset to be recognized
• Reference to output name, which we are predicting .
• Model
• A machine learning construct used to solve a classification problem
• Training
• Process of creating a data model and classification rules
• Predictions
• The result !!
Some Common Terms !
• Sign up for an account (https://api.einstein.ai/signup)
• Find your key file
• Install cURL / Install Salesforce Einstein Utilities in Salesforce Org
• https://curl.haxx.se/download.html
• https://github.com/muenzpraeger/salesforce-einstein-platform-apex
• Get a Token (https://api.einstein.ai/token)
• Reset a Token (https://api.einstein.ai/reset)
Prerequisites
Einstein Intent
• Categorize unstructured text into user-defined
labels to better understand what users are trying to
accomplish.
• Intended meaning of text
• Analyse text from emails, chats or web forms
• Determine what products prospects are interested
in and send customer inquiries to the appropriate
sales person.
• Understand customer posts to provide
personalized self-service in your communities.
Salesforce Einstein Language
Einstein Sentiment
• Classify the sentiment of text into positive,
negative, and neutral classes to understand
the feeling behind text.
• Identify the sentiment of a prospect’s emails to
trend a lead or opportunity up or down.
• Provide proactive service by helping
dissatisfied customers first or extending
promotional offers to satisfied customers.
• ModelID=CommunitySentiment (Standard pre-
built data model)
Leverage the power of natural language processing to analyse
intention and sentiment to better understand your customer's needs.
• We define the labels that we want the model to output when text is sent into the model
• Most time-consuming part of the process
• Good data and lots of data
• Right and correctly labelled data with accuracy
• Text datasets can contain up to 3 million records
• Follow source of truth : https://metamind.readme.io/ for latest and correct
recommendations, practices and updates
Steps 0 : Define your classes and gather data
EXAMPLE
"need to reset my password",Password Help
"when will my order arrive?",Shipping Info
"can I buy another pair, these are great?",Sales Opportunity
Step 1 : Create the Dataset
Step 2 : Train the Dataset
Step 3 : Predictions !!
Demo !!!
• How Admins can leverage Salesforce Einstein platform from day 1.
• How Developers can leverage Salesforce Einstein platform from day 1.
• Replicate all steps in live environment
• Lightning Model Builder – How to generate dataset from existing objects
• Understand various other processes.
Example :
Follow Me
● Senior Consultant @ HCL Tech
● Salesforce Einstein Champion
● Salesforce PD2 and PD1 Certified
https://linkedin.com/in/saagar-k
@saagar_kinja
https://trailblazer.me/id/skinja
Follow & Join New Delhi Salesforce DG
• Join to know about future events and to RSVP:
https://trailblazercommunitygroups.com/delhi-in-developers-group/
• Let’s start conversations on Success Community:
http://bit.ly/NewDelhiCommunity
• Follow us on Twitter: https://twitter.com/newdelhisfdcdug
• Follow us on Facebook: https://www.facebook.com/newdelhisfdcdug
• For all the content: https://newdelhisfdcdug.com
Salesforce Einstein Language #ImpactSalesforceSaturday Session by Saagar Kinja

More Related Content

More from New Delhi Salesforce Developer Group

More from New Delhi Salesforce Developer Group (15)

#ImpactSalesforceSaturday: All about Data Preparation
#ImpactSalesforceSaturday: All about Data Preparation#ImpactSalesforceSaturday: All about Data Preparation
#ImpactSalesforceSaturday: All about Data Preparation
 
#ImpactSalesforceSaturday: Introduction (Four Pillars of Einstein)
#ImpactSalesforceSaturday: Introduction (Four Pillars of Einstein)#ImpactSalesforceSaturday: Introduction (Four Pillars of Einstein)
#ImpactSalesforceSaturday: Introduction (Four Pillars of Einstein)
 
#ImpactSalesforceSaturday: Einstein bot basic to advanced
#ImpactSalesforceSaturday: Einstein bot basic to advanced#ImpactSalesforceSaturday: Einstein bot basic to advanced
#ImpactSalesforceSaturday: Einstein bot basic to advanced
 
#ImpactSalesforceSaturday: Drum into understanding of prediction builder with...
#ImpactSalesforceSaturday: Drum into understanding of prediction builder with...#ImpactSalesforceSaturday: Drum into understanding of prediction builder with...
#ImpactSalesforceSaturday: Drum into understanding of prediction builder with...
 
#ImpactSalesforceSaturday: Prepare for Salesforce Certified Heroku Architectu...
#ImpactSalesforceSaturday: Prepare for Salesforce Certified Heroku Architectu...#ImpactSalesforceSaturday: Prepare for Salesforce Certified Heroku Architectu...
#ImpactSalesforceSaturday: Prepare for Salesforce Certified Heroku Architectu...
 
TrailheaDX 2020 Global Gathering (Virtual)
TrailheaDX 2020 Global Gathering (Virtual)TrailheaDX 2020 Global Gathering (Virtual)
TrailheaDX 2020 Global Gathering (Virtual)
 
#ImpactSalesforceSaturday: Lightning Components 101: An Apex Developer’s Guide
#ImpactSalesforceSaturday: Lightning Components 101: An Apex Developer’s Guide#ImpactSalesforceSaturday: Lightning Components 101: An Apex Developer’s Guide
#ImpactSalesforceSaturday: Lightning Components 101: An Apex Developer’s Guide
 
#ImpactSalesforceSaturday: Email Marketing using Pardot
#ImpactSalesforceSaturday: Email Marketing using Pardot#ImpactSalesforceSaturday: Email Marketing using Pardot
#ImpactSalesforceSaturday: Email Marketing using Pardot
 
#ImpactSalesforceSaturday: Pardot Forms And Form Handlers
#ImpactSalesforceSaturday: Pardot Forms And Form Handlers#ImpactSalesforceSaturday: Pardot Forms And Form Handlers
#ImpactSalesforceSaturday: Pardot Forms And Form Handlers
 
#ImpactSalesforceSaturday:360 degree view of salesforce integrations
#ImpactSalesforceSaturday:360 degree view of salesforce integrations#ImpactSalesforceSaturday:360 degree view of salesforce integrations
#ImpactSalesforceSaturday:360 degree view of salesforce integrations
 
#ImpactSalesforceSaturday: Create a Chat Bot powered by Einstein Intent Predi...
#ImpactSalesforceSaturday: Create a Chat Bot powered by Einstein Intent Predi...#ImpactSalesforceSaturday: Create a Chat Bot powered by Einstein Intent Predi...
#ImpactSalesforceSaturday: Create a Chat Bot powered by Einstein Intent Predi...
 
Hear.com (Johann Furmann)
Hear.com (Johann Furmann) Hear.com (Johann Furmann)
Hear.com (Johann Furmann)
 
Sfdx presentation (Arpit) Hear.Com
Sfdx presentation (Arpit) Hear.ComSfdx presentation (Arpit) Hear.Com
Sfdx presentation (Arpit) Hear.Com
 
Discover deep insights with Salesforce Einstein Analytics and Discovery
Discover deep insights with Salesforce Einstein Analytics and DiscoveryDiscover deep insights with Salesforce Einstein Analytics and Discovery
Discover deep insights with Salesforce Einstein Analytics and Discovery
 
Salesforce Einstein: Use Cases and Product Features
Salesforce Einstein: Use Cases and Product FeaturesSalesforce Einstein: Use Cases and Product Features
Salesforce Einstein: Use Cases and Product Features
 

Recently uploaded

Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
VictoriaMetrics
 
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
masabamasaba
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
Health
 
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
chiefasafspells
 
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
masabamasaba
 

Recently uploaded (20)

WSO2Con204 - Hard Rock Presentation - Keynote
WSO2Con204 - Hard Rock Presentation - KeynoteWSO2Con204 - Hard Rock Presentation - Keynote
WSO2Con204 - Hard Rock Presentation - Keynote
 
Architecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the pastArchitecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the past
 
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024
 
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
 
Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...
Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...
Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...
 
Announcing Codolex 2.0 from GDK Software
Announcing Codolex 2.0 from GDK SoftwareAnnouncing Codolex 2.0 from GDK Software
Announcing Codolex 2.0 from GDK Software
 
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
%+27788225528 love spells in Boston Psychic Readings, Attraction spells,Bring...
 
%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg
%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg
%in Rustenburg+277-882-255-28 abortion pills for sale in Rustenburg
 
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital TransformationWSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
 
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park %in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
 
VTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnVTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learn
 
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...
 
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
 
WSO2CON 2024 Slides - Open Source to SaaS
WSO2CON 2024 Slides - Open Source to SaaSWSO2CON 2024 Slides - Open Source to SaaS
WSO2CON 2024 Slides - Open Source to SaaS
 
%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein
%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein
%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein
 
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview
 
Artyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptxArtyushina_Guest lecture_YorkU CS May 2024.pptx
Artyushina_Guest lecture_YorkU CS May 2024.pptx
 
%in Benoni+277-882-255-28 abortion pills for sale in Benoni
%in Benoni+277-882-255-28 abortion pills for sale in Benoni%in Benoni+277-882-255-28 abortion pills for sale in Benoni
%in Benoni+277-882-255-28 abortion pills for sale in Benoni
 
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
 

Salesforce Einstein Language #ImpactSalesforceSaturday Session by Saagar Kinja

  • 1. New Delhi Salesforce Developer Group #SalesforceSaturday Salesforce Einstein Language -Saagar Kinja, Salesforce Einstein Champion LEARN . SHARE . CELEBRATE . SALESFORCE
  • 2.
  • 3. New Delhi Salesforce Developer Group #SalesforceSaturday Salesforce Einstein Language - Build understanding with Salesforce Einstein API - How to connect to Salesforce Einstein API - How to use Salesforce Einstein API - Introduction with Salesforce Einstein Language - Introduction with Salesforce Einstein Sentiment - Let's build a solution together. LEARN . SHARE . CELEBRATE . SALESFORCE
  • 4. About Me: Saagar Kinja ● Senior Consultant @ HCL Tech ● Salesforce Einstein Champion ● Salesforce PD2 and PD1 Certified https://linkedin.com/in/saagar-k @saagar_kinja https://trailblazer.me/id/skinja
  • 5. About New Delhi Salesforce DG • First Revival Meetup in February 2016 • Twitter: https://twitter.com/newdelhisfdcdug • New Delhi Salesforce DG Trailblazer Community Group: http://bit.ly/NewDelhiCommunity • Facebook: https://www.facebook.com/newdelhisfdcdug
  • 6. What is #SalesforceSaturday • Started by Stephanie Herrera in Austin, Texas • Meetup every Saturday in a Coffee Shop or anywhere to share and learn about Salesforce • It’s now a global phenomena with more than 25 SalesforceSaturday Group over 5 Continents • For India, it comprises of Online Knowledge Sharing sessions and Trailhead Challenges
  • 7. Aim : To understand Salesforce Einstein Platform and get hands on Salesforce Einstein Language Prerequisites : • Few minutes of focus and commitment • Developer Org • Salesforce basics • Good to have knowledge of Apex/ VF/ LWC/ Aura LC. • Knowledge of API (Rest Callouts) • Knowledge of Data set and modelling
  • 11. • Dataset • Training Data • Consist of input data and • Label • Group of similar data inputs in a dataset to be recognized • Reference to output name, which we are predicting . • Model • A machine learning construct used to solve a classification problem • Training • Process of creating a data model and classification rules • Predictions • The result !! Some Common Terms !
  • 12. • Sign up for an account (https://api.einstein.ai/signup) • Find your key file • Install cURL / Install Salesforce Einstein Utilities in Salesforce Org • https://curl.haxx.se/download.html • https://github.com/muenzpraeger/salesforce-einstein-platform-apex • Get a Token (https://api.einstein.ai/token) • Reset a Token (https://api.einstein.ai/reset) Prerequisites
  • 13. Einstein Intent • Categorize unstructured text into user-defined labels to better understand what users are trying to accomplish. • Intended meaning of text • Analyse text from emails, chats or web forms • Determine what products prospects are interested in and send customer inquiries to the appropriate sales person. • Understand customer posts to provide personalized self-service in your communities. Salesforce Einstein Language Einstein Sentiment • Classify the sentiment of text into positive, negative, and neutral classes to understand the feeling behind text. • Identify the sentiment of a prospect’s emails to trend a lead or opportunity up or down. • Provide proactive service by helping dissatisfied customers first or extending promotional offers to satisfied customers. • ModelID=CommunitySentiment (Standard pre- built data model) Leverage the power of natural language processing to analyse intention and sentiment to better understand your customer's needs.
  • 14. • We define the labels that we want the model to output when text is sent into the model • Most time-consuming part of the process • Good data and lots of data • Right and correctly labelled data with accuracy • Text datasets can contain up to 3 million records • Follow source of truth : https://metamind.readme.io/ for latest and correct recommendations, practices and updates Steps 0 : Define your classes and gather data EXAMPLE "need to reset my password",Password Help "when will my order arrive?",Shipping Info "can I buy another pair, these are great?",Sales Opportunity
  • 15. Step 1 : Create the Dataset Step 2 : Train the Dataset Step 3 : Predictions !!
  • 16. Demo !!! • How Admins can leverage Salesforce Einstein platform from day 1. • How Developers can leverage Salesforce Einstein platform from day 1. • Replicate all steps in live environment • Lightning Model Builder – How to generate dataset from existing objects • Understand various other processes.
  • 18. Follow Me ● Senior Consultant @ HCL Tech ● Salesforce Einstein Champion ● Salesforce PD2 and PD1 Certified https://linkedin.com/in/saagar-k @saagar_kinja https://trailblazer.me/id/skinja
  • 19. Follow & Join New Delhi Salesforce DG • Join to know about future events and to RSVP: https://trailblazercommunitygroups.com/delhi-in-developers-group/ • Let’s start conversations on Success Community: http://bit.ly/NewDelhiCommunity • Follow us on Twitter: https://twitter.com/newdelhisfdcdug • Follow us on Facebook: https://www.facebook.com/newdelhisfdcdug • For all the content: https://newdelhisfdcdug.com