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Make data simple in the cognitive era
The document outlines IBM's initiative to simplify data management and enhance accessibility through the IBM Watson Dataworks platform, aimed at enabling collaborative experiences and rapid insights for various data professionals. It emphasizes the importance of governance, open standards, and community integration in driving data transformation and innovation in the cognitive era. IBM Watson Dataworks offers tailored services for data engineering, data science, and app development, facilitating efficient data utilization across diverse environments.
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Make data simple in the cognitive era
- 1. MAKE DATA SIMPLEIN THE COGNITIVE ERA Bob Picciano Senior Vice President IBM Analytics
- 2. THE VALUE OFINSIGHT SHIFTING FROM PROCESS TO SCALING KNOWLEDGE
- 3. UNLOCKING VALUE REQUIRESGOVERNANCE
- 4. OUR MISSION MAKE DATASIMPLE AND ACCESSIBLE TO ALL
- 5. DATA PROFESSIONALS ARE LEADINGTHE TRANSFORMATION Chief Data Officer Citizen Analyst Data Scientist Data Engineer App Developer
- 6. NEW TECHNOLOGIES ARE GAININGTRACTION SQLNoSQLStreaming AnalyticsData Science Experience
- 7. THE FIRST CLOUD-BASEDDATA & ANALYTICS PLATFORM TO SUPPORT COGNITIVE BUSINESS Access for everyone… enabling open collaboration… and a path to fast insight. INTRODUCING IBM WATSON DATAWORKS
- 8. Ritika Gunnar Vice Presidentof Product Management IBM Analytics @ritika_gunnar
- 9. SHIFT IN EXPECTATION OurMission Make Data Simple Open access with trust & security Remove silos created by systems & tools Drive more intelligence faster than ever before Innovate with Open Source and the community
- 10. Major Innovation Analytics Operating System ? CollaborativeExperiences Analytics IDE ACCELERATING THE MOMENTUM Expanding Community Analytics Open Ecosystem
- 11. THE FIRST DATAAND ANALYTICS PLATFORM FOR THE COGNITIVE BUSINESS IBM WATSON DATAWORKS Platform. Method.Ecosystem.
- 12. THE PLATFORM EXPERIENCE NEWWAYS TO PUT DATA TO WORK Data Engineering Data Science Business Analysis App Development open intelligent hybrid Experiences task-specific, collaborative Data and Analytics Services comprehensive
- 13. THE PLATFORM EXPERIENCE NEWWAYS TO PUT DATA TO WORK Connect • Work in teams • Access trusted data • Best-in-class technology Discover • Combine analytics technologies • Design pipelines • Prototype data products Accelerate • Put data products in production • Continuously improve models • Iterate rapidly
- 14.
- 15. THE PLATFORM EXPERIENCE NEWWAYS TO PUT DATA TO WORK Find Share Collaborate common data, pipelines and projects analytics operating system Data Sources • On-premises / cloud • Structured / unstructured • In-motion/ at-rest • Internal / external Govern Hadoop NoSQL / SQL Object store Discovery / Exploration Machine learning Models development Reports / Dashboards Applications APIs Integration Matching / Quality Streaming Persist Analyze Ingest Deploy Data Engineering Data Science Business Analysis App Development Iterate
- 16. GET STARTED TODAY EasyStartup DataWorks Plan $25,000/month for 32 TB Self Service Starting at $50/month for 20GB Individual Services Experiences + Data Services
- 17. THE ECOSYSTEM EXPERIENCE NEWWAYS TO PUT DATA TO WORK OPEN STANDARDS Watson DataWorks
- 18. COMMUNITY ACCEPTED THE ECOSYSTEM EXPERIENCE NEWWAYS TO PUT DATA TO WORK OPEN STANDARDS Watson DataWorks
- 19. TRUSTED PARTNERS THE ECOSYSTEM EXPERIENCE NEWWAYS TO PUT DATA TO WORK COMMUNITY ACCEPTED OPEN STANDARDS Watson DataWorks
- 20. THE METHOD EXPERIENCE NEWWAYS TO PUT DATA TO WORK The IBM DataFirst Method provides the strategy, expertise and game plan to ensure organizations gain the most value from data. Data Management Track Efficiency Data Lake Track Modernization Data Science Track Democratization Data in Action Track Monetization
- 21. THE FIRST DATAAND ANALYTICS PLATFORM FOR THE COGNITIVE BUSINESS IBM WATSON DATAWORKS Platform. Method.Ecosystem. ibm.co/dataworks
Editor's Notes
- #10 Taking to heart our Mission: To make data simple for all we have engaged organizations around the world in every industry to understand how they use data We realized when it comes to data, the rules of the game have changed. We believe FOREVER. And we are reinventing it. Value is shifting from how data is stored to how easily data is accessed…. • Value generation from data is a team sport. Teams collaborating together will create the insights that help you drive better decisions and create smarter apps. We must break down the silos • Sustaining long-term value is about being able to always take advantage of the latest out there. That means embracing open source & being able to pick and choose any number of tools without creating an integration burden. • Finally, with as much data as we have, it is no longer enough to use one analytic technique at a time. Value is from being able to mix and match the right combination of algorithms, machine learning and cognitive to arrive at the best possible insight. Then being able to iterate quickly, and build the smarts into where they will make a difference to your outcomes.
- #11 And we are leading this shift to enable organizations and professionals treat data and put that data to work. it started with our investment in and commitment to Apache Spark as the analytics OS which inherently allows access to data by more users in a simplified way. Within the past year, we’ve become the largest contributor to key components in Machine Learning, sparkSQL, Spark R and PySpark. We’ve helped 100’s of clients and embedded in over 35 IBM offerings <click> In June, we launched DSX, an Application built on Apache Spark, to help data science professionals easily create data products in any language – R, Python, Scala, by learning from others and collaborating in a single environment. Since June we added over 10K users and it’s now fully available. we’ll show you what more we’ve added in our demo. <click> And of course, we included our thriving community of data and analytics partners that embrace open standards and open communities to provide you the latest innovations to solve your most challenging projects. So what now? Well, even after you have access to all of your data in one environment seamlessly integrated with all of your tools you still need to make the output available to anyone in the business in the language/tooling they know. You need a platform.
- #12 I’m pleased to give you the first look IBM Watson DataWorks <pause> • The industry’s FIRST platform to integrate all data types for AI-powered decision making. This platform automates the intelligent deployment of data products on the IBM Cloud using Machine Learning and Apache Spark. It provides one environment for collaboration for everyone in your business. • The ecosystem that enables partners who build on open source to easily snap into the platform. • And, the method that provides the expertise and proven practices to ensure you get the most value from data.
- #13 The DataWorks Platform is comprised of individual user experiences that are designed for each users skill levels, yet bound together to allow rapid collaboration and founded on a comprehensive set of data and analytics services. The DNA of the platform is based on being open — open standards and open source, intelligence infused at every point within the platform, and hybrid encompassing access of data in any location and in any data store.
- #14 … but rather than talk about it more let’s take a look … Are you ready to see it in action? Invite to the stage, Steve Astorino, Development Exec for the DataWorks Project. The brains and execution engine. Welcome Steve. We are going to walk through a very real retail scenario… An outdoor sporting company, The GreatOutdoors, is experiencing sales declines in one of their product lines. The demo will showcase 3 design points: Connect all users with trusted access to a variety of data. Discover opportunities and new possibilities based on the intelligence, automation and machine learning built into the platform We’ll show how we accelerate outcomes deploying the models created into production and embedding the insights into the Great Outdoors storefront
- #16 What you saw in the demo a whole new way to experience data from how people from many backgrounds come to gather to work around all data This is all possible b/c of the foundations built on the simplicity of access using spark, the collaborative experience built for each individual users, the intelligence and focus on machine learning, and the ease to operationalize those insights. A cognitive based platform to work with data in a very natural, unobtrusive way.
- #17 Getting started is easy, there is no hardware, no maintenance and we kick start your progress with a week long workshop You can start with a digital self-service in a paygo model that starts for as little as $50/mth for 20 GBs And a dataworks plan that combines all aspects of the experiences, and data services for $25,000/month for 32 TB
- #18 One of the core principles of DataWorks is that it is open. Its built on Open Standards with well respected organizations including Apache, ODPi, and now NUMFocus. Its built with Open Communities including Apache Hadoop, H2O.ai, R & Python, Spark and many more. Last, we have open partnerships meaning our partners integrated with DataWorks in a non-proprietary way and participate openly with other partners and clients.
- #19 One of the core principles of DataWorks is that it is open. Its built on Open Standards with well respected organizations including Apache, ODPi, and now NUMFocus. Its built with Open Communities including Apache Hadoop, H2O.ai, R & Python, Spark and many more. Last, we have open partnerships meaning our partners integrated with DataWorks in a non-proprietary way and participate openly with other partners and clients.
- #20 One of the core principles of DataWorks is that it is open. Its built on Open Standards with well respected organizations including Apache, ODPi, and now NUMFocus. Its built with Open Communities including Apache Hadoop, H2O.ai, R & Python, Spark and many more. Last, we have open partnerships meaning our partners integrated with DataWorks in a non-proprietary way and participate openly with other partners and clients.
- #21 Do you know how you can deliver more value and innovation around data to your organization? We know great technology is not enough – the broader challenge is to bring along the people, processes and cultural shifts that are required. We are here to help. Tonight, we are introducing the IBM DataFirst Method – our professional services, some of which are complementary, that provide the strategy, expertise and game plan to help you get the most value from data. Our consultants work with you to figure out the best starting point among four different tracks. We then apply the accumulated knowledge from thousands of engagements to implemented proven patterns that bridge you from your current state to one that let’s get the most from your data investments. A combination of our 2,000 global consultants and key partners like Galvanize, from whom you will hear more from shortly, can bring to bear the right expertise and knowledge transfer to make you successful quickly. We want every one of you to take on this journey towards greater value from your data and tonight we have people here to get you started.
- #22 In closing, IBM Watson DataWorks…the platform…the ecosystem…the method…has been built to make data simple and accessible to all. So that each and everyone of us can put data to work to create value for us, our organizations and the society around us.