Data Science Resources

Identifying patterns in big data to predict and influence business outcomes gives businesses the foresight to be better at what they do.

  • Faster Optimization of Join Queries in ORCA

    Faster Optimization of Join Queries in ORCA

    author:Hans Zeller Optimizing joins is the core part of any query optimizer. It consists of picking a good join order, the right join algorithms (hash join, nested loop join, etc.) and various...

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  • Blog: Data Science with Python & JupyterHub on Kubernetes - Part 2

    Blog: Data Science with Python & JupyterHub on Kubernetes - Part 2

    In a previous post, we discussed the advantages of running JupyterHub on Kubernetes. We also showed you how to install a local Kubernetes cluster using kind on your Mac, as well as how to install...

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  • Blog: Data Science with Python & JupyterHub on Kubernetes - Part 1

    Provisioning environments for data scientists and analysts to run simulations, test new models, or experiment with new datasets can be time-consuming and error-prone. Python is a popular choice...

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  • Nov 17 - APJ Greenplum Summit 2020: An introduction to Greenplum

    Nov 17 - APJ Greenplum Summit 2020: An introduction to Greenplum

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  • Greenplum Summit Week 5: AI, Neural Networks, and the Future of Analytics

    Greenplum Summit Week 5: AI, Neural Networks, and the Future of Analytics

    Author: Jared Ruckle Every enterprise is refining their AI strategy. So it’s only fitting that the final installment of Greenplum Summit 2020 focused on how artificial intelligence and neural...

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  • How VMware Tanzu Data Services Powers Development Teams Building Modern Applications

    How VMware Tanzu Data Services Powers Development Teams Building Modern Applications

    Simplify your migration to the cloud with Tanzu Data Services, a portfolio of on-demand caching, messaging, and database software on VMware Tanzu for development teams building modern applications.

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  • Advanced Analytics in Real-Time

    Advanced Analytics in Real-Time

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  • Using a Virtualized, Open Source Data Platform on AWS

    Using a Virtualized, Open Source Data Platform on AWS

    Co-Authored by Ji Lim and Maurice Martin On April 2nd, 2020 VMware Tanzu Data and Amazon Web Services (AWS) participated in a joint webinar detailing the capabilities and benefits of running...

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  • Apr 2 - The Open Source Enterprise Data Analytics Warehouse - VMware Tanzu Greenplum on AWS

    Apr 2 - The Open Source Enterprise Data Analytics Warehouse - VMware Tanzu Greenplum on AWS

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  • The CIO's Guide to Artificial Intelligence

    The CIO's Guide to Artificial Intelligence

    A high-level look at how AI works and how it can benefit your business.

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  • Transfer Learning for Deep Neural Networks on VMware Tanzu Greenplum Database

    Transfer Learning for Deep Neural Networks on VMware Tanzu Greenplum Database

    In this post, we show how to implement transfer learning on Greenplum Database using the Keras and TensorFlow libraries, and the Apache MADlib open-source project.

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  • AI for enterprises: Start small and choose projects wisely

    AI for enterprises: Start small and choose projects wisely

    Artificial intelligence expert Andrew Ng explains the basics of enterprise AI adoption, from scoping out the most impactful early applications to building out an AI team.

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  • Artificial Intelligence (with Andrew Ng)

    Artificial Intelligence (with Andrew Ng)

    Learn more: Pivotal Deeplearning.ai Landing AI AI Fund Follow everyone on Twitter: Intersect Andrew Ng Derrick Harris Deeplearning.ai Landing AI AI Fund Pivotal

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  • Operationalizing AI at scale using MADlib Flow - Greenplum Summit 2019

    Operationalizing AI at scale using MADlib Flow - Greenplum Summit 2019

    Greenplum Summit 2019 Sridhar Paladugu Pivotal ML Engineer MADlib Flow Project Lead

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  • A Modern Interface for Data Science on Postgres/Greenplum - Greenplum Summit 2019

    A Modern Interface for Data Science on Postgres/Greenplum - Greenplum Summit 2019

    Greenplum Summit 2019 Scott Hajek @jscotthajek

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  • AI on Greenplum Using
 Apache MADlib and MADlib Flow - Greenplum Summit 2019

    AI on Greenplum Using
 Apache MADlib and MADlib Flow - Greenplum Summit 2019

    Greenplum Summit 2019 Sridhar Paladugu Frank McQuillan

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  • Don't jump into AI without doing your homework

    Artificial intelligence can be difficult to grok. The best place to start is to get up to speed on what AI actually means and doesn’t mean, and what it actually can and cannot do.

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  • Taking Product Development To the Next Level

    Taking Product Development To the Next Level

    Why adding in a data science component results in smarter applications and increased business value.

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  • Graph Analytics with Greenplum and Apache MADlib

    Graph Analytics with Greenplum and Apache MADlib

    Pivotal Korea HongDon Lee, Sr. Data Scientist 30 January 2019

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  • Getting started with advanced analytics

    Getting started with advanced analytics

    A conversation with Ovum’s Tony Baer about the future of data.

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