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Principal Product Manager Oracle Data Science Platform
Elena Albright, Principal Product Manager Oracle Data Science Platform Confidential – Oracle Internal/Restricted/Highly Restricted
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Safe Harbor Statement The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, timing, and pricing of any features or functionality described for Oracle’s products may change and remains at the sole discretion of Oracle Corporation. Confidential – Oracle Internal/Restricted/Highly Restricted
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Today’s Agenda 1 Background Introducing the Oracle Data Science Platform Product demonstration Key roadmap themes Brief Q&A 2 3 4 5 Confidential – Oracle Internal/Restricted/Highly Restricted
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Today’s Agenda 1 Background Introducing the Oracle Data Science Platform Product demonstration Key roadmap themes Brief Q&A 2 3 4 5 Confidential – Oracle Internal/Restricted/Highly Restricted
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Today’s Agenda 1 Background Introducing the Oracle Data Science Platform Product demonstration Key roadmap themes Brief Q&A 2 3 4 5 Confidential – Oracle Internal/Restricted/Highly Restricted
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Today’s Agenda 1 Background Introducing the Oracle Data Science Platform Product demonstration Key roadmap themes Brief Q&A 2 3 4 5 Confidential – Oracle Internal/Restricted/Highly Restricted
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Today’s Agenda 1 Background Introducing the Oracle Data Science Platform Product demonstration Key roadmap themes Brief Q&A 2 3 4 5 Confidential – Oracle Internal/Restricted/Highly Restricted
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Today’s Agenda 1 Background Introducing the Oracle Data Science Platform Product demonstration Key roadmap themes Brief Q&A 2 3 4 5 Confidential – Oracle Internal/Restricted/Highly Restricted
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DataScience.com’s Path to Oracle
Founded DataScience.com as a solution provider, with the goal of building the best data science tools. Built team of 50 data scientists to tackle use cases for clients. Built a platform to help our own team. Brought platform to market with a focus on enterprise data science teams. Joined Oracle to help transform the data science landscape. Confidential – Oracle Internal/Restricted/Highly Restricted
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Oracle Data Science Platform
What is It? The Oracle Data Science Platform enables data science teams to organize their work, easily access data and computing resources, and build, train, deploy, and manage models on the Oracle Cloud. What’s the Value? The Oracle Data Science Platform makes data science teams more productive, and enables them to deploy more work faster to power their organizations with machine learning. Confidential – Oracle Internal/Restricted/Highly Restricted
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Oracle Data Science Platform Key Components & Benefits
Core Benefits: Oracle Data Science Platform Collaborative Projects Notebooks Open Source Languages & Libraries Model Build & Train Project driven UI enables teams to easily work together on end-to-end modeling workflows with self-service access to data and resources Model Deployment Version Control Use Case Templates Access Controls & Security Model Monitoring Integrated Oracle IaaS Support for latest open source tools, version control, and tight integration with OCI and Oracle Big Data Platform Self-Service Scalable Compute (OCI) Object Store Catalog Data Lake Streaming Autonomous Data Warehouse Enterprise-Grade A fully managed platform built to meet the needs of the modern enterprise Confidential – Oracle Internal/Restricted/Highly Restricted
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Product Demonstration
Enterprise Workflow Workbench Model Management
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Oracle Data Science Cloud Workflow
Model Deployment Operationalize Models as Scalable APIs Model Management Monitor and Optimize Model Performance Data Exploration Collaborative Data Analysis / Feature Engineering Model Build and Train with Open Source Frameworks Reproducibility Data Versioning Code Model Environment Management Collaborators ∙ Data Scientists ∙ Business Stakeholders ∙ App Developers ∙ IT Admins Confidential – Oracle Internal/Restricted/Highly Restricted
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Oracle Data Science Platform Future Vision: Key Themes
Best-in-class ModelOps, computing power, automation, and a leading ecosystem Infinitely scalable “horsepower”: Deep integration with Oracle SaaS and IaaS to tackle any use case at any scale with any data Innovative approach to ModelOps/Management: Comprehensive model management from data acquisition to model retirement Automation across lifecycle: Automation around model development (AutoML) and post deployment model management Leading data science ecosystem: AI APIs, data stores, use-case playbooks, AI App integrations, and more Confidential – Oracle Internal/Restricted/Highly Restricted
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Oracle Data Science Platform
A game-changing data science platform and ecosystem More Flexible More Collaborative More Team-based More Workflow support More Horsepower More Scalable More Enterprise More Solutions Confidential – Oracle Internal/Restricted/Highly Restricted
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Questions? See us at BDA-A01 elena.albright@oracle.com
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