#TDXRecap India tour
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The document discusses Salesforce DX, a new development experience that is now available in open beta. It focuses on principles of modern software delivery such as source-driven development, team collaboration, and continuous integration and delivery. Salesforce DX aims to provide greater agility, increased developer productivity, and higher quality code through features like the enhanced Salesforce CLI, source-driven development with ephemeral scratch orgs, and pipelines for continuous delivery.
#TDXRecap India tour
- 1. Einstein Platform Services Vision & Language Easily embed deep learning models into your apps
- 2. Agenda Deep Learning Einstein Vision Einstein Language
- 3. Agenda Deep Learning Einstein Vision Einstein Language
- 4. ` Three Ingredients Are Leading to AI’s Exponential Growth Data Algorithms Compute
- 5. ` ERP IoT CRM The Explosion of Data Is Both Structured and Unstructured Structured Data Unstructured Data Text Image Voice
- 6. ` New Types of Data Require Advanced AI Techniques Machine Learning (ML) uses algorithms to parse data, learn from it, and make new predictions. It requires large amounts of training data and is great at synthesizing structured data. Deep Learning (DL) is a type of Machine Learning that uses neural networks to recognize complex, precise patterns in data. It’s great at synthesizing unstructured data. Structured Data Unstructured Data
- 7. ` Deep Learning Takes a New Approach to Pattern Recognition Input Layer Hidden Layers (Deep Structure) Output Layer Input Data Image Recognition Natural Language Understanding Workflow Automation Input 1 Input 2 Input 3 Output Output
- 8. ` Team of experts Modeling & data science Infrastructure Context Hidden complexity What businesses want Intelligence But Deep Learning Is Difficult For Enterprises to Implement
- 9. ` Salesforce Einstein Is Democratizing Deep Learning HOSTED INFRASTRUCTURE Fully hosted Managed service Best-in-class tooling Models trained on CRM data Embedded in Salesforce workflows Trusted platform BUILT FOR SALESFORCE Peer-reviewed research Integrated into products Continuous release cycle SALESFORCE RESEARCH
- 10. Agenda Deep Learning Einstein Vision Einstein Language
- 11. ` Deep Learning Applied to Image Recognition CNN – Convolutional Neural Network Pixels Edges Object Parts Objects Image Recognition Object Detection Brand Detection Visual Search Use Cases
- 12. Photos are the New Way to Communicate & Connect 1.2 trillion photos will be taken in 2017
- 13. Photos Can Unlock Business Value Across Every Industry & Use Case Product Identification for CPG Visual Search for Retail Visual Auditing for Transportation Image Processing for Healthcare
- 14. Einstein Image Classification Build smarter apps with image recognition Build custom models Train Einstein on your brands and products Embed image recognition into any app Visual search, brand detection, object identification Integrate with Salesforce workflows Augment leads, marketing campaigns, service cases
- 15. Identify the position of multiple objects Classify an object ‘class’/Product Count the number of times a ‘class’/Product appears Calculate the contextual size of an object and its ‘classes’ Einstein Object Detection PILOT Optimize CPG Operations & Retail Execution with Image Detection
- 16. Visual Search Brand Detection Product Identification Expand the ways your customers can discover your products to increase sales Monitor your brand across every channel to increase marketing reach Visually identify your products to streamline sales and service processes Embed Image Recognition Into Any App
- 18. Einstein Vision APIs Demo
- 19. Einstein Vision CRM Integration
- 20. Agenda Deep Learning Einstein Vision Einstein Language
- 21. ` Deep Learning Applied to Natural Language Processing RNN – Recurrent Neural Network Input Layer Hidden Layers Output Layer Sentiment Analysis Use Cases Recurrent Network Intent Classification
- 22. Einstein Intent Access natural language processing models to classify the intent of text Introducing: Einstein Language Einstein Sentiment Leverage pre-trained sentiment models to classify text as positive, negative, and neutral Beta Beta
- 23. Sales Service Marketing Identify prospect sentiment in an email and automatically trend a lead up or down Classify the intent of text from incoming service cases to route them to the right agents Recognize customer needs to market the best new or complementary products Embed Natural Language Processing into Any App
- 24. Einstein Intent and Sentiment: Build custom models
- 26. AI Basics Einstein Features Sales Cloud Einstein Einstein Vision Einstein Data Discovery trailhead.salesforce.com Become an Einstein Trailblazer Take one of our Einstein trails today!
- 27. Get Started with Einstein APIs today! Take the Einstein Vision Trail Trailhead.Salesforce.com Sign-up for a free trial! Einstein.ai
- 28. Platform Events
- 29. Agenda • What are Platform Events • How do Platform Events work • Notification Demo • Where to Next • Q&A
- 30. What are Platform Events?
- 31. A Complex Web of Systems Power Engaging Experiences API Services Web Services Security Services Customer Data Driver Data Geo Location Data Billing Data Data Services
- 32. Your IT system integration Customer Experience IoT Data Science Social Mobile Cloud Point to Point Integration Slows Down the Speed of Business Trust & Security Customer Data Finding Talent User Experience Identity Complex Integrations Open APIs
- 33. Integration is Real-Time with Platform Events Real-time integration with any business process Create a full 360 degree customer experience Event-driven workflows to augment your data Deliver real-time actions based on both internal and external triggers Capture and act on millions of streaming events Add context to your CRM with IoT scale Customers run business faster on an event-driven integration architecture
- 34. Real-Time Integration with Any Business Process Create bi-directional workflows - Custom workflows using external and internal services Integrate faster with message bus architecture - Decoupling apps, removing tight dependencies - Move away from point to point integration. Reliable flow of messages in and out of Salesforce - Time-ordered immutable event log - Replay events within a time window Enterprise message bus architecture supports streaming events at scale META DATA CRM DATA INTELLIGENCE BIG OBJECTS
- 35. Introducing Platform Event Objects Introducing Event as a first class object in Salesforce - Define events in the same way as a custom object - Build triggers and workflows based on the event object Pub/Sub from internal and external web services - Publish events through Salesforce API, Apex and Process flows - External apps can subscribe to events via public APIs - Apex triggers can subscribe to event streams Support heterogeneous payloads - Define the event to support your needs - Default Salesforce events will be available - Business events, security events, change data events Automate workflows and build custom triggers based on Salesforce events
- 36. Use Cases Publish Device Trigger Account Object Publish Subscribe Kick off Journey EVENT BUS PLATFORM EVENTS Metadata Big Objects CRM Data Artificial Intelligence Subscribe Mobile Alert Subscribe Update Case External Trigger Publish APP
- 37. Demo
- 38. Summer '17 (GA) Platform Events Apex Subscriber External Pub/Sub Platform Events Platform Events – Roadmap Winter '17 (Dreamforce) High Volume Events – Pilot Standard Events Topic Multiplexing Spring '18 High Volume Events – Beta Topic Filtering Enhanced Admin Functions
- 39. Where to Next? • Platform Events Developer Guide – http://bit.ly/Platform-Events-Summer-17 • Platform Events Blog Post – http://bit.ly/Platform-Events-First-Impressions • Platform Events Chatter Group – Success Community – http://bit.ly/Platform-Events-Chatter-Group • Platform Events Trailhead – Platform Events Trailhead Unit – http://bit.ly/Platform-Event-Module – Platform Events Trailhead Project – http://bit.ly/Platform-Event-Project
- 40. Lightning Roadmap Build Great Things with Clicks and Code!
- 41. Agenda • Experience Roadmap • Customization Roadmap • Developer Roadmap
- 43. Core Experience UIs in Lightning Records Lists Navigation (and Favorites) Console Setup
- 44. Highlights from Summer ‘17 • Console apps are GA, plus: – Split view mode – Open Favorites – JS API pilot
- 45. Highlights from Summer ‘17 • User perm to create Lightning-only users • Field history tracking • Delete charts on list views • Prepopulate new record forms programmatically
- 46. Setup: Object Manager Reimagined
- 52. Enhanced Lightning UI in Winter ‘18 • Improved legibility. Draw attention to what's most important in the moment. • Increased content density. See more on the screen. • Created contrast by adding a layer between content and background. • Splashed some fun and color into the product with a graphic at the top of pages.
- 54. Related List Quick Links & List Hovers
- 55. Mass Inline Edit Plus: • Clone/Save As • Sticky Resizable Columns • Text Wrapping
- 56. Also Planned for Winter ’18 • Console JS APIs GA • Customize Console navigation rules • Add Favorites in Console apps, plus public API • Setup tree quickfind synonyms
- 57. Future Roadmap (Spring ‘18 and later) • Nav Bar end-user customization • Favorites in Salesforce1 • Customizable nav menus • Custom theming/branding • Filter scopes, multi-sorting & search in Lists • Related Lists become full-featured lists
- 59. Lightning Actions • Custom Actions – Lightning Quick Actions – Global Actions • Standard Actions – Tab, Edit, New, Delete • More Quick Action Control • Update Actions Setup UI
- 60. Lightning Apps • Navigation Styles • Utility Bar • Lightning Pages per App • Managed app Upgrades • Subscriber appended tabs
- 61. Lightning Pages per App Standard Account Page App-specific Account Page
- 62. Lightning Pages • Home Pages • Record Pages • App Pages – Lightning Experience – Salesforce1 • Email Pane – Lightning for Outlook & GMail
- 63. Lightning Pages and Components • Localization • New and Updated Standard Components – Dashboards – Related List Quickview – List Views – Tasks • Custom Page Cloning
- 64. Lists in App Builder
- 65. Custom Lightning Page Templates • Enable developers to define the layout of the page for admins building pages • Responsive templates for App Pages
- 66. Dynamic Lightning Pages (Pilot Summer ‘17) • Conditionally show components based on data on a record home page
- 69. Dynamic Lightning Pages Roadmap • Additional Page Types • Additional Contexts – Related Records – User / Profile – Date & Location – Formulas
- 70. Layout Enhancements • New tools for working with Page Layouts – Direct editing of fields inside App Builder – Layout sections as components – Add conditional logic to fields and sections
- 71. Mobile Customization • Record Pages in Salesforce1 using Lightning Pages • App Builder experience for customization and management
- 73. Visualforce
- 74. Visualforce Classic in Lightning Experience
- 75. Visualforce SLDS in Lightning Experience
- 76. Other tools to help you adapt your Visualforce to Lightning Visualforce Usage API Understand how frequently your Visualforce pages are being used, last 90 days Visualforce Analyzer Discover aspects of your Visualforce pages that need to be changed to work in Lightning
- 77. Using Visualforce with Lightning Components Communicating between Lightning Components and Visualforce Pages Salesforce Developers Blog
- 79. Base Component Plan Base Components The basic building blocks, accessible to developers through code. Icon Avatar Button Input Spinner Badge
- 80. Which components do developers need?
- 81. Developers need 86 base components
- 82. Base Components Roadmap Summer ’17 • force:recordData • lightning:formattedRelative • lightning:breadcrumb • lightning:breadcrumbs • lightning:tile • lightning:pill • lightning:buttonStateful Winter ’18 • lightning:inputField • lightning:outputField • lightning:lookup • lightning:dataTable • lightning:modal • lightning:notifications • lightning:popover • lightning:panel • and more... Spring ’18 • lightning:listView • lightning:chart • lightning:map • lightning:mapMarker • lightning:carousel • and more...
- 83. Lightning Container Components – GA in Winter ‘18 Open Use the JavaScript framework of your choice Integrated Looks and feels just like Lightning Components to Admins and End-Users Secure Single Page App (SPA) running inside an iframe with messaging built in
- 85. Lightning Data Service – Beta in Summer ‘17 <aura:component implements="..." access="global"> <aura:attribute name="recordId" type="Id" /> <aura:attribute name="property" type="Property__c" /> <aura:attribute name="fullScreen" type="Boolean" default="false" /> <force:recordData aura:id="service" recordId="{!v.recordId}" targetRecord="{!v.property}” fields="['Id','Address__c','City__c’" /> <lightning:card> <aura:set attribute="title"> <lightning:icon iconName="utility:checkin" size="small" /> <span class="title">{!v.property.Address__c + ' ' + v.property.City__c}</span> </aura:set> </lightning:card> </aura:component>
- 86. Write automation using the Lightning Testing Service Open Test Lightning components with the JS test framework of your choice. Currently in Pilot Integrated Ready to use with Continuous Integration (CI) through Salesforce DX
- 87. Create your own experience with the User Interface API API for building UI on top of Salesforce data & metadata Powers Lightning Experience and Salesforce1 Mobile Build your own mobile or web app on top of the User Interface API
- 88. Help our partners and customers overcome the challenges of creating custom Salesforce UI for their apps with API that respond to admin metadata changes, e.g., Layouts, Pick lists, FLS, Sharing, and other declarative functions.
- 89. User Interface API: Records • Single request returns: – Object metadata – Layout information – Record data • Display modes – View – New (with Picklists) – Clone (with default values) – Edit (with Picklists) • Form factors – Small (phone) – Medium (tablet) – Large (desktop)
- 90. When to use the User Interface API • What they’re for – Responsive web pages with custom branding – Native mobile apps with custom look- and-feel – UI that reflects declarative metadata updates • What they’re not for – System integration, e.g. data uploads or extraction – Rebuilding the entire Salesforce UI – Building Lightning Components -- use force:recordData and other base components instead – Apps that don’t get updated -- no support after 3 years (10 versions)
- 91. Advantages of the User Interface API • Fast – Caching layer – Fewer XHRs from clients apps – Small and Bulk payloads • Simple – Versioned API using the same Salesforce API Limits – API provides all necessary ingredients for desktop and mobile – Localization and Language Support
- 92. User Interface API in Summer ‘17 • API is Developer Preview in DE orgs; Closed Pilot for Customer Sandbox • Custom Objects fully supported • Subset of Standard Objects supported • Generally Available in Winter ‘18
- 93. User Interface API: Family of Endpoints • Records * – Layouts and Object metadata – Create, Edit, View modes – Clone and default values – Picklists and dependent picklists – Child Relationships (incl. Junction Lists) • Actions – List of Actions with metadata * – Action invocation • Lists – List Views – Related Lists – Search Results • Navigation – Favorites * – Menu • Search (Dependent Look ups)
- 95. UI API Demo Resources Node.js / React web app: https://github.com/cseymourSF/RecordViewer ReactNative mobile app: https://github.com/cseymourSF/RecordViewerNative
- 96. Developer Capabilities & Services Roadmap
- 97. #TDX17 Resources: • LightningRoadmap.com • Lightning Now group on Success Community
- 98. Introducing Salesforce DX Now Available in Open Beta
- 99. Environments are easily created and disposable Metadata and code is modular Development is based on open standards and extensibility Principles of Modern Software Delivery Building a world-class software factory Everything is driven from source code Development is organized around team collaboration Processes and tools facilitate continuous delivery Flexible packaging supports agile distribution model
- 100. Introducing Salesforce DX Build Together and Deliver Continuously Source-driven development Greater agility to test out features with confidence Team collaboration Increased dev productivity, faster time to market Continuous integration and delivery Higher quality code, more automation Open and prescriptive Build with the tools and processes you know and love; bring together Lightning, Force.com and Heroku
- 101. Transforming Salesforce Development Empowering developers, admins and ISVs *TBD**Available in Pilot Today! Enhanced Salesforce CLI Source-driven Development Ephemeral Scratch Orgs IDEs, Text Editors, Language Services Reimagine d Packaging* * Pipelines for Continuous Delivery* Continuous Integration Partial/Full Sandboxe s
- 102. #TDX17 Improve the Developer Experience Plan Code BuildTest Release Across ALM CLI for integration with 3rd party editors Scratch orgs for devs, built off of source Continuous Delivery/ build automation Continuous integration with test automation Sandboxes for performance testing, UAT, staging Packaging to streamline delivery to prod VCS as the source of truth IDEs, Text Editors, Language Services
- 103. Modernizing Salesforce Development • Principles Source of Truth Environments Development Model Packaging Delivery Model Tooling Dev Process • After Version Control System Many / Ephemeral Team-Centric Build / Install Package Versions Continuous Delivery CLI-Driven Modular • Before The Runtime Environment (Org) Few / Durable Individual Build / Release Diffs Manual Release Management Custom Monolithic Org-Based
- 104. Salesforce DX Major release milestones Summer ’17 Winter ’18 Spring ’18 Salesforce CLI Open Beta GA GA+1 Source Sync & Change Tracking Open Beta GA GA+1 Scratch Orgs Open Beta GA GA+1 IDEs, Text Editors & Language Services Open Beta GA GA+1 Packaging 2 Closed Pilot Open Beta GA
- 105. #TDX17 Become a Salesforce DX Trailblazer Earn 4 new badges with the Getting Started with Salesforce DX Trail Salesforce DX Development Model Git and Github Basics *New Partner Module! Continuous Integration using Salesforce DX App Development with Salesforce DX
- 106. #TDX17 Join the Salesforce DX Open Beta Enable Dev Hub in a Production or Business Org From Setup, search on “Dev Hub” and then click Enabled. Get a Trial Org with Dev Hub Enabled - 30 day Free Trial - Sign Up at: https://sfdc.co/DX-Trial-Org Two easy ways to get started