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Salesforce apex hours Einstein platform services

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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

Published in: Education
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Salesforce apex hours Einstein platform services

  1. 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. 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. 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. 4. ▶ What is AI, Machine Learning and Deep Learning ▶ Key concepts of ML ▶ Overview of Einstein Platform Services ▶ Demo ▶ Key Takeaways AGENDA #SalesforceApexHours #FarmingtonHillsSFDCDug
  5. 5. #FarmingtonHillsSFDCdug #SalesforceApexHours Machine Learning and AI Deep learning is a subset of machine learning methodology that works based on learning from the data representations instead of specific algorithms
  6. 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
  7. 7. #FarmingtonHillsSFDCdug #SalesforceApexHours The process Training Data Machine Learning Algorithms ModelInput Data Prediction
  8. 8. #FarmingtonHillsSFDCdug #SalesforceApexHours Einstein Platform Services Image Classification Object Detection Sentiment Intent Vision Language
  9. 9. #FarmingtonHillsSFDCdug #SalesforceApexHours DEMO
  10. 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. 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
  12. 12. #FarmingtonHillsSFDCdug #SalesforceApexHours Q & A
  13. 13. #FarmingtonHillsSFDCdug #SalesforceApexHours Resources ▶ https://trailhead.salesforce.com/modules/einstein_intent_basics ▶ https://trailhead.salesforce.com/projects/predictive_vision_apex ▶ https://github.com/salesforceidentity/jwt ▶ https://github.com/MetaMind/apex-utils
  14. 14. #FarmingtonHillsSFDCdug #SalesforceApexHours THANK YOU

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