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Building Vertica-Powered Applications with Python and Golang

Vertica operates and integrates with a range of open source technologies to offer you more freedom to choose the broadest technologies for your data pipeline. Vertica has two active open source development projects on GitHub – the Vertica-Python and the Vertica-Sql-Go database clients.

These projects serve as a reference implementation of the Vertica wire protocol and make it easier than ever to build Vertica-powered applications in python and golang. Using these projects partners have built Vertica integrations with new monitoring tools like DataDog and Grafana, and that is just the beginning.

Join this Under the Hood Webcast to learn more about these clients, how you can use them and how you can help us on our journey towards making integration with Vertica easier from any environment.
Recorded Mar 3 2020 38 mins
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Presented by
Siting Ren and Jeff Healey, Vertica
Presentation preview: Building Vertica-Powered Applications with Python and Golang

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  • Become a Data-Driven Healthcare Organization - Unify Analytics and Data Science Sep 23 2021 3:00 pm UTC 60 mins
    Jeremiah Morrow, Sr Industry Product Marketing Manager, Vertica, and Cynthia Burghard, Research Director, IDC Health Insights
    Data scientists and analysts in healthcare organizations continue to be frustrated by fragmented and siloed views of their data. Access to an organization-wide view of the data is prohibiting these companies from leveraging their existing investments in analytics and AI technology and staff. Becoming data-driven is especially critical as healthcare organizations face increased competition, growing demand for patient centricity, and financial and regulatory incentives to both improve patient outcomes and reduce the cost of care. Please join Cynthia Burghard, Research Director for IDC Health Insights, for a discussion around the structural, organizational, and technical challenges facing healthcare organizations on their journey towards becoming data-driven. We will discuss how organizations can modernize their analytics infrastructure, unify disparate data sources regardless of where they reside, reduce time to insight, and operationalize AI and machine learning.
  • Find the Balance Between MPP Databases and Spark for Analytical Processing Aug 25 2021 3:00 pm UTC 60 mins
    Paige Roberts, Open Source Relations Manager, Vertica, and David Menninger, SVP & Research Director, Ventana Research
    Both Apache Spark and massively parallel processing (MPP) databases are designed for the demands of analytical workloads. Each has strengths related to the full data science workflow, from consolidating data from many siloes, to deploying and managing machine learning models. Understanding the power of each technology, and the cost and performance trade-offs between them can help you optimize your analytics architecture to get the best of both. Learn when using Spark accelerates data processing, and when it spreads far beyond what you want to maintain. Learn when an MPP database can provide blazing fast analytics, and when it can fail to meet your needs. Most of all, learn how these two powerful technologies can combine to create a perfect balance of power, cost, and performance.
  • DataOps enhances data engineering for data science at Moneysupermarket.com Aug 25 2021 1:00 am UTC 46 mins
    Dave Poole, Data Solutions Architect, Moneysupermarket Group & Paige Roberts, Open Source Relations Manager, Vertica
    Data Operations is a methodology combining technological and cultural changes to improve data usage through better collaboration and automation. At Moneysupermarket.com, the DataOps approach is critical to meet the expectations of the business. Several important Vertica features facilitate the adoption of the DataOps culture and simplify the data engineer’s journey. DataOps with Vertica gets new data to data scientists promptly, so they can deliver maximum value to their organisation.
    Join our webinar to discover why Moneysupermarket.com adopted a DataOps approach!
  • How AdTech firms are riding the digital revolution with data analytics Aug 19 2021 3:00 pm UTC 60 mins
    Tony Baer, Principal, dbInsight LLC, and Jeremiah Morrow, Senior Industry Product Marketing Manager, Vertica
    Digital advertising is in a state of significant disruption. As awareness of data privacy among the public has grown, so have measures to reign in data usage for the purpose of ad targeting. Government regulations like the General Data Protection Regulation (GDPR) and California Consumer Privacy Act (CCPA) have set stricter guidelines around the collection, storage, and use of personal data in two large markets. Those regulations, as well as the death of third party cookies and other measures by technology companies to “wall their gardens,” will challenge traditional digital advertising strategies, including targeting, pacing, personalization, and attribution. Despite disruption, investment in programmatic advertising shows no signs of slowing down. Join Tony Baer, Principal Analyst for dbInsight, to explore how leading AdTech firms are responding to an evolving digital advertising environment with real-time and predictive analytics, and what capabilities are required for AdTech firms to succeed.
  • Five Ways Analytical Platforms Are Evolving for Your Hybrid, Multi-Cloud Future Aug 17 2021 3:15 am UTC 60 mins
    Join Doug Henschen, Vice President and Principal Analyst at Constellation Research and Mike Conway CTO, Bidtellect
    Companies that are not innovating with data are in danger of being disrupted. And companies that are not at least considering the agility and flexibility of cloud options are missing a crucial path to data-driven innovation. The question is, how can organizations prepare for their cloud future without moving everything to the cloud today? And how can organizations future proof their investments, avoid both cloud lock-in and architecting for two separate (cloud and on-premises) worlds.

    Join Doug Henschen, vice president and principal analyst at Constellation Research, and Mike Conway, CTO, Bidtellect for a discussion on the trends in data-driven innovation and next-generation analytical platforms that can span multiple cloud and on-premises deployment. You’ll learn:

    • Why hybrid- and multi-cloud deployment flexibility is a must
    • How separation of compute and storage changes the economics of analytics
    • Why operationalizing data science innovation, leveraging machine learning, is crucial for business impact
    • How data lakes are evolving, requiring yet more flexibility from analytical platforms
    • Why it’s crucial to obtain scalability and performance proof points before choosing a platform
  • Thought Leadership Series: Modernize Data Warehousing – Beyond Performance Aug 12 2021 2:15 am UTC 63 mins
    William McKnight, President, McKnight Consulting Group & Paige Roberts, Open Source Relations Manager, Vertica
    Configuration, management, tuning and other tasks can take away from valuable time spent on business analytics. If a platform leads to coding workarounds, non-intuitive implementations and other problems, it can make a big impact on long-term resource usage and cost. A lot of enterprise analytics platform evaluations focus on query price-performance to the exclusion of other features that can have a huge impact on business value, and can cause major headaches if you don’t take them into consideration.

    In this webinar, we’ll go beyond price-performance, and focus on everything else needed to modernize your data warehouse.
  • DataOps enhances data engineering for data science at Moneysupermarket.com Aug 4 2021 1:00 pm UTC 46 mins
    Dave Poole, Data Solutions Architect, Moneysupermarket Group & Paige Roberts, Open Source Relations Manager, Vertica
    Data Operations is a methodology combining technological and cultural changes to improve data usage through better collaboration and automation. At Moneysupermarket.com, the DataOps approach is critical to meet the expectations of the business. Several important Vertica features facilitate the adoption of the DataOps culture and simplify the data engineer’s journey. DataOps with Vertica gets new data to data scientists promptly, so they can deliver maximum value to their organisation.
    Join our webinar to discover why Moneysupermarket.com adopted a DataOps approach!
  • Deliver Lightning-Fast Analytics and Machine Learning at Scale Recorded: Jul 29 2021 71 mins
    Steve Sarsfield (Vertica), Laurent Lee (MicroStrategy), Ahmer Siddiqui (NostraData)
    Join us on 29 July to explore the Power of MicroStrategy and Vertica. When deployed together the solution provides a scalable, powerful analytics suite that provides amazing insights and analytical dashboards. Business analysts and data professionals will learn how these powerful solutions combine to handle, protect and optimize huge amounts of data and create visually stunning dashboards.

    In this webinar, you’ll see how MicroStrategy and Vertica can offer:

    Faster insights and scale: Provide real-time analytics, empowering customers to make better data-driven decision faster and act at that moment
    Predictive Analytics: Database machine learning (ML) allows customers to simply adopt machine learning models to business
    Data Governance and Security: Vertica's support of Voltage’s unique format-preserving encryption combines with MicroStrategy security, allowing customers to fully leverage the value of their data while keeping data secured and trusted
    Our customer speaker, NostraData, will also share how Vertica ingest, stage and aggregate the data while MicroStrategy visualizes and deliver insights to partners and sales team. Data democratization allows business users to provide ready stock and repeated orders by wholesales suppliers to ease the supply chain bottleneck due to pandemic panic buying.

    If you’re in the process of modernizing your data warehouse and data lakes don’t miss this webinar. Learn how MicroStrategy and Vertica can help you remove data silos, scale to unlimited users and provide elegant dashboards for your company.
  • Risk Decision-Making: Intellicta & Vertica Inform Smart Decisions Recorded: Jul 28 2021 52 mins
    Sushil Madhukar, TechDemocracy, and Paige Roberts, Vertica
    Informed risk decision-making is a big challenge for CISOs and Cyber Security leadership, especially as the scale and speed of data needed to inform those decisions explodes. Enabling effective Risk decisions quickly is a priority for more than 2/3rd of security leadership across the enterprise, especially with the pandemic. But, risk decisions are not made just by IT anymore. More than 1/3rd of the decisions are either made or influenced outside the IT department. To help security leadership, and everyone else, make effective decisions faster, a high-scale data-driven approach is needed.

    Intellicta – an integrated risk platform – and Vertica – a unified analytics warehouse – partnered to measure and visualize the complete risk exposure profile across the enterprise in a single view in near real time for C-Suite executives. Vertica’s high-performance analytics and machine learning at extreme scale supports Intellicta to bridge the visibility gaps across organizational compliance, security, risk, and governance postures. In this webinar from our Data Disruptor series, learn how this clear comprehensive view of data across the enterprise was achieved, what factors drive good risk decisions, and how data analysis can make those clear to decision-makers.
  • Vertica Webinar: The ROI of Using Vertica’s Unified Analytics Platform Recorded: Jul 16 2021 59 mins
    Jeff Healey, Vertica, Eric Hall, Forrester, and Noel Yuhanna, Forrester
    Vertica recently commissioned Forrester Consulting to conduct a Total Economic Impact™ (TEI) study*, which uncovered a three-year customer ROI of 385%, a net present value of $10.1 million and a payback period of less than six months for Vertica’s Unified Analytics Platform.

    Join Vertica and our guest from Forrester to explore the framework to evaluate the financial impact of Vertica’s Unified Analytics Platform, covering the benefits, costs, risk, and flexibility that affect the investment decision. This webinar will help you understand the ROI your organization could expect from an investment in Vertica.

    According to the study, key quantifiable benefits identified by four Vertica customers in the study included:

    $4.4 million eliminated due from prior data warehouse solutions and reduction of data storage costs
    $1 million saved in reduction in dedicated database administrators
    $2.4 million in revenue generated due to machine learning products and machine learning driven productivities
    $2.7 million saved in field service application costs
    $2.3 million in value realized in more decisionable business insights with less effort

    Unquantified benefits include:

    Broad level of comfort in stability
    Proof of concept shows proof of value
    Unified data architecture does more than provide cost savings
    Having Vertica as part of the team

    *A Forrester Total Economic Impact™ Study, a May 2021 commissioned study conducted by Forrester Consulting on behalf of Vertica.
  • Vertica Webinar: The ROI of Using Vertica’s Unified Analytics Platform Recorded: Jul 16 2021 59 mins
    Jeff Healey, Vertica, Eric Hall, Forrester, and Noel Yuhanna, Forrester
    Vertica recently commissioned Forrester Consulting to conduct a Total Economic Impact™ (TEI) study*, which uncovered a three-year customer ROI of 385%, a net present value of $10.1 million and a payback period of less than six months for Vertica’s Unified Analytics Platform.

    Join Vertica and our guest from Forrester to explore the framework to evaluate the financial impact of Vertica’s Unified Analytics Platform, covering the benefits, costs, risk, and flexibility that affect the investment decision. This webinar will help you understand the ROI your organization could expect from an investment in Vertica.

    According to the study, key quantifiable benefits identified by four Vertica customers in the study included:

    $4.4 million eliminated due from prior data warehouse solutions and reduction of data storage costs
    $1 million saved in reduction in dedicated database administrators
    $2.4 million in revenue generated due to machine learning products and machine learning driven productivities
    $2.7 million saved in field service application costs
    $2.3 million in value realized in more decisionable business insights with less effort

    Unquantified benefits include:

    Broad level of comfort in stability
    Proof of concept shows proof of value
    Unified data architecture does more than provide cost savings
    Having Vertica as part of the team

    *A Forrester Total Economic Impact™ Study, a May 2021 commissioned study conducted by Forrester Consulting on behalf of Vertica.
  • Building a data analytics platform for telecoms operators – fit for the 5G Era Recorded: Jul 13 2021 62 mins
    Justin van der Lande, Analysys Mason, and Paige Roberts, Vertica
    As telecommunications operators roll out 5G services across the globe, data analytics will be a critical component for their success. Delivery of 5G and IoT solutions requires near real-time and predictive insights that leverage massive volumes of data from an increasing number of connected devices to automate operational processes. Join Vertica and Justin van der Lande, Principal Telecoms Analyst for Data, AI and Development Platforms for Analysys Mason to learn how some of the largest telecoms operators are preparing for the 5G era with analytics. They will also assess some of the decisions operators will face with regards to analytics moving forward. Key topics include: addressing flexibility in using multi-cloud and hybrid environments, designing for interoperability and openness, operationalizing Machine Learning, and unifying disparate data sources for BI/reporting and predictive analytics.
  • Building a data analytics platform for telecoms operators – fit for the 5G Era Recorded: Jul 8 2021 62 mins
    Justin van der Lande, Analysys Mason, and Paige Roberts, Vertica
    As telecommunications operators roll out 5G services across the globe, data analytics will be a critical component for their success. Delivery of 5G and IoT solutions requires near real-time and predictive insights that leverage massive volumes of data from an increasing number of connected devices to automate operational processes. Join Vertica and Justin van der Lande, Principal Telecoms Analyst for Data, AI and Development Platforms for Analysys Mason, on Wednesday, June 16 at 11AM ET to learn how some of the largest telecoms operators are preparing for the 5G era with analytics. They will also assess some of the decisions operators will face with regards to analytics moving forward. Key topics include: addressing flexibility in using multi-cloud and hybrid environments, designing for interoperability and openness, operationalizing Machine Learning, and unifying disparate data sources for BI/reporting and predictive analytics.
  • Vertica Webinar: The ROI of Using Vertica’s Unified Analytics Platform Recorded: Jun 23 2021 59 mins
    Jeff Healey, Vertica, Eric Hall, Forrester, and Noel Yuhanna, Forrester
    Vertica recently commissioned Forrester Consulting to conduct a Total Economic Impact™ (TEI) study*, which uncovered a three-year customer ROI of 385%, a net present value of $10.1 million and a payback period of less than six months for Vertica’s Unified Analytics Platform.

    Join Vertica and our guest from Forrester to explore the framework to evaluate the financial impact of Vertica’s Unified Analytics Platform, covering the benefits, costs, risk, and flexibility that affect the investment decision. This webinar will help you understand the ROI your organization could expect from an investment in Vertica.

    According to the study, key quantifiable benefits identified by four Vertica customers in the study included:

    $4.4 million eliminated due from prior data warehouse solutions and reduction of data storage costs
    $1 million saved in reduction in dedicated database administrators
    $2.4 million in revenue generated due to machine learning products and machine learning driven productivities
    $2.7 million saved in field service application costs
    $2.3 million in value realized in more decisionable business insights with less effort

    Unquantified benefits include:

    Broad level of comfort in stability
    Proof of concept shows proof of value
    Unified data architecture does more than provide cost savings
    Having Vertica as part of the team

    *A Forrester Total Economic Impact™ Study, a May 2021 commissioned study conducted by Forrester Consulting on behalf of Vertica.
  • Going Predictive with your Data Warehouse Recorded: Jun 23 2021 59 mins
    Mike Walker, Benchmark Corp, Steve Sarsfield, Vertica, Scott Saktanaset, Vertica
    A data warehouse is traditionally used to manage data and report on past trends. Today, much more is possible, as modern data warehouse capabilities shift toward machine learning and other advanced analytics.
    Join this webcast to:
    - Learn about the methods and technologies to expand traditional descriptive analytics with predictive analytics
    - Enable predictive in your BI and reporting tools, expanding opportunities for business analysts
    - Offer data scientist access to the rich data sets often locked away in the data warehouse

    In this session, we will show how data warehouse technologies can be used as a repository for your machine learning models so you can train, manage, and deploy these models on your enterprise data whether on-premises or in the cloud. You will see how to train AI models on large data sets, supporting data scientists with their preferred languages like Python and R.
  • Deliver Lighting-Fast Analytics and Machine Learning at Scale Recorded: Jun 18 2021 71 mins
    Steve Sarsfield (Vertica), Laurent Lee (MicroStrategy), Ahmer Siddiqui (NostraData)
    Join us on 17 June to explore the Power of MicroStrategy and Vertica. When deployed together the solution provides a scalable, powerful analytics suite that provides amazing insights and analytical dashboards. Business analysts and data professionals will learn how these powerful solutions combine to handle, protect and optimize huge amounts of data and create visually stunning dashboards.

    In this webinar, you’ll see how MicroStrategy and Vertica can offer:

    Faster insights and scale: Provide real-time analytics, empowering customers to make better data-driven decision faster and act at that moment
    Predictive Analytics: Database machine learning (ML) allows customers to simply adopt machine learning models to business
    Data Governance and Security: Vertica's support of Voltage’s unique format-preserving encryption combines with MicroStrategy security, allowing customers to fully leverage the value of their data while keeping data secured and trusted
    Our customer speaker, NostraData, will also share how Vertica ingest, stage and aggregate the data while MicroStrategy visualizes and deliver insights to partners and sales team. Data democratization allows business users to provide ready stock and repeated orders by wholesales suppliers to ease the supply chain bottleneck due to pandemic panic buying.

    If you’re in the process of modernizing your data warehouse and data lakes don’t miss this webinar. Learn how MicroStrategy and Vertica can help you remove data silos, scale to unlimited users and provide elegant dashboards for your company.
  • Fireside Chat: Vertica and GoodData CEOs Discuss Future of Unified Analytics Recorded: Jun 17 2021 58 mins
    Joy King, Vertica Product & GTM Strategy, Colin Mahony, CEO of Vertica, and Roman Stanek, CEO of GoodData
    The promise of unified analytics is to bring scalable, real-time analytics and machine learning to the data wherever it resides. By combining the broadest set of analytical capabilities — such as geospatial, time series, pattern matching, and end-to-end machine learning — with an intuitive visualization environment, unified analytics opens up a new world of possibilities in addressing all analytical use cases. Join industry visionaries and leaders Colin Mahony, CEO of Vertica, and Roman Stanek, CEO of GoodData, in a fireside chat style webcast as they discuss how the future of unified analytics, delivered as Data as a Service (DaaS), can fulfill every organization’s dream of becoming truly data-driven.
  • Fireside Chat: Vertica and GoodData CEOs Discuss Future of Unified Analytics Recorded: Jun 10 2021 58 mins
    Joy King, Vertica Product & GTM Strategy, Colin Mahony, CEO of Vertica, and Roman Stanek, CEO of GoodData
    The promise of unified analytics is to bring scalable, real-time analytics and machine learning to the data wherever it resides. By combining the broadest set of analytical capabilities — such as geospatial, time series, pattern matching, and end-to-end machine learning — with an intuitive visualization environment, unified analytics opens up a new world of possibilities in addressing all analytical use cases. Join industry visionaries and leaders Colin Mahony, CEO of Vertica, and Roman Stanek, CEO of GoodData, in a fireside chat style webcast as they discuss how the future of unified analytics, delivered as Data as a Service (DaaS), can fulfill every organization’s dream of becoming truly data-driven.
  • Learn from the experts: The power of Vertica 10.1 Recorded: Jun 9 2021 35 mins
    Mark Lyon, Vertica Product Marketing
    Vertica 10.1 is available now!
    Highlights of this latest release:
    • Vertica 10.1 demonstrates our continued commitment to broad, powerful in-database machine learning by including our most requested algorithm – XGBoost.
    • Management Console makes administering Vertica in the cloud even easier.
    • Support for complex data types in Parquet reaches complete in this version.
    • Eon Mode enhances robustness of support to Google Cloud, and even broader feature sets are possible as Vertica goes beyond the 1600 column limit.
    In this Partner Enablement Webinar, we have an excellent speaker, Mark Lyons, Vertica Product Management, who will introduce Vertica 10.1 along with an in-depth view into our roadmap.
  • Data Disruptors: Build augmented analytics with NLQ &n the power of automation? Recorded: Jun 3 2021 57 mins
    Saurabh Mishra, Director Data Analytics; Varun Gaur, Director Product Management; Paige Roberts, Vertica
    With Lumenore’s “Ask Me” Natural Language Query (NLQ) feature, you can ask your data questions in your own language and get clear answers, whether in a dashboard, a chart, an email, or the response of your choice. This powerful augmented analytics capability puts a lot of demands on the underlying infrastructure. Come learn what it does, how it works, how it can democratize analytics in your business, and why Lumenore uses Vertica to power this cutting-edge capability.
Data Analytics without Limits
The Vertica Analytics Platform is built to handle the most demanding analytic use cases and is trusted by thousands of leading data-driven enterprises around the world, including Etsy, Bank of America, Intuit, Uber and more. Vertica delivers speed, scale and reliability on mission-critical analytics at a lower total cost of ownership than legacy systems. All based on the same powerful, unified architecture, the Vertica Analytics Platform provides you with the broadest range of deployment models, so that you have complete choice as your analytical needs evolve. Deploy Vertica on-premise, in the clouds (AWS, Azure and GCP), on Apache Hadoop, or as a hybrid model. Find more information on Vertica at www.vertica.com.

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