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Einstein Prediction Builder (No Code)
& Einstein Language
Om Prakash
Technical Lead
360 Degree Cloud
om.prakash@trailblazercgl.com @omprakash_it
This document and other items we publish, including through social media outlets, may contain forward-looking statements, the achievement or success
of which involves risks, uncertainties, and assumptions. If any such risks or uncertainties materialize or if any of the assumptions proves incorrect, the
results of salesforce.com, inc. could differ materially from the results expressed or implied by the forward-looking statements we make.
The risks and uncertainties referred to above include – but are not limited to – risks associated with possible fluctuations in our financial and operating
results; our rate of growth and anticipated revenue run rate, including our ability to convert deferred revenue and unbilled deferred revenue into revenue
and, as appropriate, cash flow, and our ability to grow deferred revenue and unbilled deferred revenue; errors, interruptions or delays in our service or
Web hosting; breaches of our security measures; the financial impact of any previous and future acquisitions; the nature of our business model; our
ability to continue to release, and gain customer acceptance of, new and improved versions of our service; successful customer deployment and
utilization of our existing and future services; changes in our sales cycle; competition; various financial aspects of our subscription model; unexpected
increases in attrition or decreases in new business; our ability to realize benefits from strategic partnerships; reliance on third-party computer hardware
and software; the emerging markets in which we operate; unique aspects of entering or expanding in international markets; our ability to hire, retain and
motivate employees and manage our growth; changes in our customer base; technological developments; regulatory developments; litigation related to
intellectual property and other matters, and any related claims, negotiations and settlements; unanticipated changes in our effective tax rate; factors
affecting our outstanding convertible notes and credit facility; fluctuations in the number of shares we have outstanding and the price of such shares;
foreign currency exchange rates; collection of receivables; interest rates; factors affecting our deferred tax assets and ability to value and utilize them,
including the timing of achieving profitability on a pre-tax basis; the potential negative impact of indirect tax exposure; the risks and expenses associated
with our real estate and office facilities space; and general developments in the economy, financial markets, and credit markets.
Further information on these and other factors that could affect the financial results of salesforce.com, inc. is included in the reports on Forms 10-K, 10-Q
and 8-K and in other filings we make with the Securities and Exchange Commission from time to time, including our most recent Form 10-K. These
documents are available on the SEC Filings section of the Investor Information section of our website at www.salesforce.com/investor.
Any unreleased services or features referenced in this or other presentations, press releases or public statements are not currently available and may
not be delivered on time or at all. Customers who purchase our services should make their purchase decisions based upon features that are currently
available.
Safe harbor statement under the Private Securities Litigation Reform Act of 1995:
Forward Looking Statements
2
We Are All Moving Forward
4th Industrial
Revolution
3rd Industrial
Revolution2nd Industrial
Revolution1st Industrial
Revolution
Steam
Electricity
Computing
Connected
1700s 1800s 1900s Today
Welcome to the Fourth Industrial Revolution
We Are All Connected
Employers Recent Grads
Source: Survey by Randstad US, 2016
Employers Struggle to Find People with Skills they Need
81of companies struggle
to find talent
71of employers think
recent grads are unprepared
%%
Salesforce Einstein
AI for CRM
World‘s smartest CRM =
Customer data + AI + Salesforce platform
**Credit/Source: Internet
myEinstein
Einstein Prediction Builder
Create custom AI models on any Salesforce field or object to predict business outcomes, with clicks, not code.
Einstein Bots
Easily build, train, and deploy custom bots - trained on your CRM data - to augment business processes,
empower your employees, and delight your customers.
Einstein Vision
Harness the power of image recognition in your apps by training deep-learning models to recognise your brand,
products, and more.
Einstein Language
Classify the underlying intent and sentiment in a body of text to understand how customers feel and what they
need, across all channels.
Einstein Prediction Builder
&
Basic of Einstein Language
Today we are going to discuss
Einstein Prediction Builder
Make predictions about almost any field in
Salesforce.
Power a workflow, focus your efforts, and
work smarter.
Work smarter by predicting business outcomes, and acting on your data.
Spring 19
*Included with purchase of Einstein Analytics Plus or Einstein Prediction.
bit.ly/EinsteinPredictionBuilder
Einstein Prediction Builder
Choose an object
Any admin can build custom prediction on any Object.
Select a field to predict
Numeric and checkbox data types, formula text fields that return TRUE,
FALSE, or NULL.
Einstein needs to know which records have the right values before analyzing the records for
prediction.
Records with field values that are uncertain don’t make good examples.
If you know a field is not currently being used in your organization, it shouldn't be used in your
predictions.
You should exclude those fields that could add bias into your model.
Learn from data
13
The prediction results stored in a new numeric custom field on each record.
Field contains a setting that identifies it as an AI prediction field.
Scorecard tell you how accurate the prediction is.
Enable to start saving predictions to records or modify your prediction settings.
Prediction Result & Score Card
You might be getting angry on me for plain text slides and only theoretical talk?
Sorry, Let's go for a demo and build our prediction.
You will smile for sure :)
Einstein Language
Screenshot from Trailhead Module
Einstein Language
CREATE THE DATASET
VERIFY THE DATASET
TRAIN THE DATASET TO CREATE THE MODEL
GET THE TRAINING STATUS
SEND THE TEXT FOR PREDICTION
Developer Docs: metamind.readme.io
APIs in Salesforce API Explorer: bit.ly/EinsteinAPI
Trailhead Module- Einstein Intent API Basics: bit.ly/Intent-Trail
Explore the App By Salesforce Labs-
“Einstein Vision and Language Model Builder”: bit.ly/Einstein-App
Signup: api.einstein.ai/signup
Demo Source Code: bit.ly/EinsteinLanguage
Get Token for our quick demo: api.einstein.ai/token
Einstein Language
How was the demo?
Have you noticed the accuracy?
Reference and Credit
BAM! BE A MULTIPLIER WITH TRAILHEAD
trailhead.salesforce.com/bam
Einstein Platform Services Developer Docs
metamind.readme.io
Trailblazer Community
success.salesforce.com
Build AI Predictions & Analyze Text with Einstein

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Build AI Predictions & Analyze Text with Einstein

  • 1. Einstein Prediction Builder (No Code) & Einstein Language Om Prakash Technical Lead 360 Degree Cloud om.prakash@trailblazercgl.com @omprakash_it
  • 2. This document and other items we publish, including through social media outlets, may contain forward-looking statements, the achievement or success of which involves risks, uncertainties, and assumptions. If any such risks or uncertainties materialize or if any of the assumptions proves incorrect, the results of salesforce.com, inc. could differ materially from the results expressed or implied by the forward-looking statements we make. The risks and uncertainties referred to above include – but are not limited to – risks associated with possible fluctuations in our financial and operating results; our rate of growth and anticipated revenue run rate, including our ability to convert deferred revenue and unbilled deferred revenue into revenue and, as appropriate, cash flow, and our ability to grow deferred revenue and unbilled deferred revenue; errors, interruptions or delays in our service or Web hosting; breaches of our security measures; the financial impact of any previous and future acquisitions; the nature of our business model; our ability to continue to release, and gain customer acceptance of, new and improved versions of our service; successful customer deployment and utilization of our existing and future services; changes in our sales cycle; competition; various financial aspects of our subscription model; unexpected increases in attrition or decreases in new business; our ability to realize benefits from strategic partnerships; reliance on third-party computer hardware and software; the emerging markets in which we operate; unique aspects of entering or expanding in international markets; our ability to hire, retain and motivate employees and manage our growth; changes in our customer base; technological developments; regulatory developments; litigation related to intellectual property and other matters, and any related claims, negotiations and settlements; unanticipated changes in our effective tax rate; factors affecting our outstanding convertible notes and credit facility; fluctuations in the number of shares we have outstanding and the price of such shares; foreign currency exchange rates; collection of receivables; interest rates; factors affecting our deferred tax assets and ability to value and utilize them, including the timing of achieving profitability on a pre-tax basis; the potential negative impact of indirect tax exposure; the risks and expenses associated with our real estate and office facilities space; and general developments in the economy, financial markets, and credit markets. Further information on these and other factors that could affect the financial results of salesforce.com, inc. is included in the reports on Forms 10-K, 10-Q and 8-K and in other filings we make with the Securities and Exchange Commission from time to time, including our most recent Form 10-K. These documents are available on the SEC Filings section of the Investor Information section of our website at www.salesforce.com/investor. Any unreleased services or features referenced in this or other presentations, press releases or public statements are not currently available and may not be delivered on time or at all. Customers who purchase our services should make their purchase decisions based upon features that are currently available. Safe harbor statement under the Private Securities Litigation Reform Act of 1995: Forward Looking Statements 2
  • 3. We Are All Moving Forward 4th Industrial Revolution 3rd Industrial Revolution2nd Industrial Revolution1st Industrial Revolution Steam Electricity Computing Connected 1700s 1800s 1900s Today
  • 4. Welcome to the Fourth Industrial Revolution We Are All Connected
  • 5. Employers Recent Grads Source: Survey by Randstad US, 2016 Employers Struggle to Find People with Skills they Need 81of companies struggle to find talent 71of employers think recent grads are unprepared %%
  • 6. Salesforce Einstein AI for CRM World‘s smartest CRM = Customer data + AI + Salesforce platform **Credit/Source: Internet
  • 7. myEinstein Einstein Prediction Builder Create custom AI models on any Salesforce field or object to predict business outcomes, with clicks, not code. Einstein Bots Easily build, train, and deploy custom bots - trained on your CRM data - to augment business processes, empower your employees, and delight your customers. Einstein Vision Harness the power of image recognition in your apps by training deep-learning models to recognise your brand, products, and more. Einstein Language Classify the underlying intent and sentiment in a body of text to understand how customers feel and what they need, across all channels.
  • 8. Einstein Prediction Builder & Basic of Einstein Language Today we are going to discuss
  • 9. Einstein Prediction Builder Make predictions about almost any field in Salesforce. Power a workflow, focus your efforts, and work smarter. Work smarter by predicting business outcomes, and acting on your data. Spring 19 *Included with purchase of Einstein Analytics Plus or Einstein Prediction.
  • 11. Einstein Prediction Builder Choose an object Any admin can build custom prediction on any Object. Select a field to predict Numeric and checkbox data types, formula text fields that return TRUE, FALSE, or NULL.
  • 12. Einstein needs to know which records have the right values before analyzing the records for prediction. Records with field values that are uncertain don’t make good examples. If you know a field is not currently being used in your organization, it shouldn't be used in your predictions. You should exclude those fields that could add bias into your model. Learn from data
  • 13. 13 The prediction results stored in a new numeric custom field on each record. Field contains a setting that identifies it as an AI prediction field. Scorecard tell you how accurate the prediction is. Enable to start saving predictions to records or modify your prediction settings. Prediction Result & Score Card
  • 14. You might be getting angry on me for plain text slides and only theoretical talk? Sorry, Let's go for a demo and build our prediction. You will smile for sure :)
  • 17. Einstein Language CREATE THE DATASET VERIFY THE DATASET TRAIN THE DATASET TO CREATE THE MODEL GET THE TRAINING STATUS SEND THE TEXT FOR PREDICTION
  • 18. Developer Docs: metamind.readme.io APIs in Salesforce API Explorer: bit.ly/EinsteinAPI Trailhead Module- Einstein Intent API Basics: bit.ly/Intent-Trail Explore the App By Salesforce Labs- “Einstein Vision and Language Model Builder”: bit.ly/Einstein-App Signup: api.einstein.ai/signup Demo Source Code: bit.ly/EinsteinLanguage Get Token for our quick demo: api.einstein.ai/token Einstein Language
  • 19.
  • 20. How was the demo?
  • 21. Have you noticed the accuracy?
  • 22.
  • 23. Reference and Credit BAM! BE A MULTIPLIER WITH TRAILHEAD trailhead.salesforce.com/bam Einstein Platform Services Developer Docs metamind.readme.io Trailblazer Community success.salesforce.com