Amazon Web Services
For over 12 years, Amazon Web Services has been the world’s most comprehensive and broadly adopted cloud platform. AWS offers over 125 fully featured services for compute, storage, databases, networking, analytics, robotics, machine learning and artificial intelligence (AI), Internet of Things (IoT), mobile, security, hybrid, virtual and augmented reality (VR and AR), media, and application development, deployment, and management from 60 Availability Zones (AZs) within 20 geographic regions, spanning the U.S., Australia, Brazil, Canada, China, France, Germany, India, Ireland, Japan, Korea, Singapore, Sweden, and the UK. AWS services are trusted by millions of active customers around the world—including the fastest-growing startups, largest enterprises, and leading government agencies—to power their infrastructure, make them more agile, and lower costs. To learn more about AWS, visit aws.amazon.com.
About IBM & Artificial Intelligence: A world leader in AI for business, IBM has deployed Watson solutions in thousands of engagements with clients across 20 industries and 80 countries. IBM's Watson solutions are widely used in industries, including by 7 of the 10 largest automotive companies and 8 of the 10 largest oil and gas companies. Additionally, IBM Research is a world leader in the science of AI. In 2018, IBM secured 1,600 AI-related patents.
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Cisco enables organizations and partners to embrace the latest innovations that drive digital transformation. We help organizations grow their businesses and respond to changing technology, customer, and market trends. For more than 30 years, Cisco has helped our customers build networks, automate, orchestrate, integrate, and digitize information technology (IT)-based products and services. Today, Cisco is helping lead the way by transforming businesses, governments, and cities worldwide with differentiated innovations like cloud computing, analytics, machine learning, security, collaboration, and artificial intelligence. Learn more at www.cisco.com/go/datacenter
Dataiku is the centralized data platform that moves businesses along their data journey from analytics at scale to enterprise AI. By providing a common ground for data experts and explorers, a repository of best practices, shortcuts to machine learning and AI deployment/management, and a centralized, controlled environment, Dataiku is the catalyst for data-powered companies. Customers such as GE, Sephora, Ubisoft, Unilever, and many others across retail, e-commerce, health care, finance, transportation, the public sector, manufacturing, pharmaceuticals, and more use Dataiku to power self-service analytics while also ensuring the operationalization of machine learning models in production. By removing roadblocks, Dataiku ensures more opportunity for business-impacting models and creative solutions, allowing teams to work faster and smarter.
Dell Technologies is a unique family of businesses that provides the essential infrastructure for organizations to build their digital future, transform IT and protect their most important asset, information. The company services customers of all sizes across 180 countries – ranging from 99 percent of the Fortune 500 to individual consumers – with the industry's most comprehensive and innovative portfolio from the edge to the core to the cloud
Io-Tahoe is a pioneer in Smart Data Discovery and AI-Driven Data Catalog products. The platform enables organizations to discover and search data across a wide range of heterogeneous technology platforms from traditional databases, data warehouses and data lakes to the cloud. Io-Tahoe utilizes machine learning algorithms to dramatically increase the accuracy, intelligence and speed of learning of complex data elements and data relationships throughout the entire business environment. Io-Tahoe is particularly valuable to businesses such as those in the financial services, utilities, retail, insurance, healthcare and manufacturing industries.
MemSQL delivers the leading database platform for real-time analytics. Global enterprises use MemSQL to achieve peak performance and optimize data efficiency. With the combined power of database, data warehouse, and streaming workloads in one system, MemSQL helps companies anticipate problems before they occur, turn insights into actions, and stay relevant in a rapidly changing world. Visit memsql.com or follow us @memsql.
The leader in business analytics software and services, SAS is known for analyzing big data. With SAS®, you get simpler data preparation processes, deeper analyses and faster answers – whether you’re dealing with data in stream, in memory, in Hadoop or in the cloud. We help customers at 83,000 sites around the world on the SAS Platform explore and visualize their data to create data-driven businesses and use our unified enterprise platform to handle everything from data management and advanced analytics to AI, machine learning and more. Check us out at : sas.com/platform
BMC delivers software, services, and expertise to help more than 10,000 customers, including 92% of the Forbes Global 100, meet escalating digital demands and maximize IT innovation. From mainframe to mobile to multi-cloud and beyond, our solutions empower enterprises of every size and industry to run and reinvent their businesses with efficiency, security, and momentum for the future.
Kyligence is the leader in helping enterprises accelerate success with their Big Data initiatives. Through its game-changing, intelligent analytics platform, Kyligence makes OLAP and BI on Big Data a breeze. Customers enjoy sub-second query latency on massive, petabyte-scale datasets, flexibility in the BI tools they use, and intelligent modeling that eliminates coding requirements both on-premises or securely in the cloud. Founded by the creators of Apache Kylin, the leading open source OLAP engine for Big Data, Kyligence has customers include Fortune 100 enterprises and leading companies in every industry.
Cambridge Semantics Inc., The Smart Data Company®, is a modern data management and enterprise analytics software company that enables seamless access, integration and analysis of all enterprise data via a graph-driven data fabric architecture. The company delivers products and solutions that enable IT departments and business users across Life Sciences, Financial Services, Government, Manufacturing, and other industries to accelerate data delivery and to provide meaningful insights across the organization at hyper-speed and scale.
eerwin, Inc. provides the only software platform with integrated enterprise modeling, data cataloging and data literacy capabilities helping customers discover, understand, govern and socialize their data assets to achieve the desired operational results while reducing data-related risks. The erwin EDGE platform creates an “enterprise data governance experience” to give organizations visibility and control over their disparate architectures and all the supporting data. For more than 30 years, erwin has been the most trusted name in data modeling and its software foundational to mission-critical data programs in government agencies, leading financial institutions, retailers and healthcare companies world-wide. Learn more at www.erwin.com.
BlueData is transforming how enterprises deploy AI and data-intensive distributed applications. The BlueData software platform uses container technology to make it easier, faster, and more cost-effective to innovate with AI, Machine Learning, Deep Learning and Big Data Analytics – either on-premises, in the public cloud, or in a hybrid architecture. Based in Santa Clara, California, BlueData was recently acquired by Hewlett Packard Enterprise. Together, HPE and BlueData are helping our growing roster of customers around the world unlock the enormous potential of data – delivering an “as-a-Service” experience for data-intensive distributed applications and helping them to accelerate their AI-driven initiatives.
Immuta was founded in 2014 based on a mission within the U.S. Intelligence Community to build a platform that accelerates self-service access and control of sensitive data. Immuta’s award-winning automated data governance software platform creates trust across security, legal, compliance, and business teams so they can work together to ensure timely access to critical business data with minimal risks. Its automated, scalable, no code approach makes it easy for users to access the data they need, when they need it, while protecting sensitive data and ensuring their customers’ privacy. Immuta is headquartered in College Park, Maryland.
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Algorithmia is a machine learning model deployment platform. We enable companies to deploy, serve, and manage machine learning models with tools to connect, serve, scale, and govern the ongoing ML lifecycle. We power the largest public marketplace for algorithms as well as mission-critical workloads for our enterprise customers. Our technology is trusted by more than 100,000 developers, Fortune 100 companies, financial institutions, and intelligence agencies leveraging AI/ML at enormous scale.
With more than 15 million users, Anaconda is the world’s most popular data science platform and the foundation of modern machine learning. Our flagship product, Anaconda Enterprise, delivers data science and machine learning at speed and scale, unleashing the full potential of our customers’ data science and machine learning initiatives. Visit anaconda.com/enterprise to learn more.
Concentric is the what-if platform for strategic decisions. What if your analytics team could build a single model to simultaneously analyze trade-offs between all strategic decisions - marketing, product, pricing, competitive moves? What if you could give business teams a self-serve analytics capability to get those kinds of answers in minutes? Concentric is a predictive analytics platform that simulates a unified view of an entire consumer market using agent-based modeling. With customers like E.W. Scripps Company, Ford, Universal Parks & Resorts and Whirlpool, the Concentric platform is proven to deliver business ROI, cost efficiencies and a scalable AI solution.
diwo is a unique cognitive decision-making platform developed by Loven Systems that reveals hidden business opportunities in real-time and empowers business users to act on them. More than a continuous business optimization engine identifying and quantifying time-sensitive business scenarios, its intuitive interface offers guidance by providing flexible strategies to act on those opportunities. With its advanced artificial intelligence capabilities, diwo guides the user through natural conversation and allows decision-makers to explore by tweaking certain decision levers to see impact in real-time. diwo ushers in a new paradigm of opportunity-driven enterprise, one that enables entire organizations to shape their future today.
Dremio solves the problem of slow, inefficient analytics caused first by the heavy reliance of Data Consumers on IT and data engineering to make data sets available in data lake storage, and caused second by slow queries against those data sets. Dremio’s Data Lake Engine delivers lightning fast query speed and a self-service semantic layer operating directly against data lake storage. Our Data Lake Engine eliminates the need to move data to proprietary data warehouses or to create cubes, aggregation tables, or BI extracts. Dremio delivers flexibility and control for Data Architects, and self-service for Data Consumers.
Equalum offers the industry's most scalable and comprehensive data ingestion platform, combining streaming change data capture with modern data transformation capabilities. Leading data-intensive organizations trust Equalum to instantly move operational data from any source to real-time analytics and machine learning processing environments. Built for scalability and ease of use, Equalum combines its unique software innovations with open source data frameworks to help organizations achieve radical performance improvements and reduce OPEX over legacy CDC, ETL and DIY implementations. Headquartered in Silicon Valley and Tel Aviv, Equalum is proud to work with some of the world’s top industrial, financial, and media enterprises.
nfoworks offers the only Enterprise Data Operations and Orchestration (EDO2) system built to accelerate development, deployment and orchestration of analytics projects at scale—in cloud, hybrid, multi-cloud, and on-premise environments. Through deep automation and a code-free platform, Infoworks empowers organizations to rapidly organize enterprise data, create analytics pipelines, and deploy projects to production within days, dramatically increasing business agility and accelerating time to value. Infoworks automates the creation and ongoing management of data workflows and big data solutions for BI, machine learning and AI; data lake creation and management; and migration to cloud and multi-cloud environments. Learn more at www.infoworks.io.
MinIO is pioneering the development of modern, high-performance object storage. The company’s open source, software-defined, Amazon S3-compatible object storage system takes advantage of disaggregation to enable the independent scaling of compute and storage nodes by using stateless containers and object storage. Enterprises use MinIO to deliver against ML/AI (Spark, Presto, Tensorflow), analytics, backup and archival workloads - all from a single platform. MinIO’s performance, scalability and robust suite of enterprise features have made it the world’s fastest growing object storage system - with over 295M Docker pulls, 19.4K GitHub stars and more than 6,300 members of its Slack community.
Pepperdata products provide observability and continuous tuning for the big data analytics stack. The Pepperdata solution provides full-stack visibility for troubleshooting, debugging and planning. The solution continuously tunes the stack for optimal performance, both on-premises and in the cloud. This helps IT maintain business continuity, ensuring that applications and workloads meet SLAs, and track resource usage and spend for clear accountability. Unlike solutions that require manual, time-consuming application-by-application tuning, Pepperdata automatically scales system resources while providing a detailed and correlated understanding of each application using hundreds of real-time application and infrastructure metrics. For more information, visit www.pepperdata.com.
phData is the perfect mix of services and automation to create solid data platforms, outstanding data products, and value-generating Machine Learning systems. phData guides the world’s largest brands in Big Data platforms, data engineering, data science, and MLOps. We come with best practices, industry experts, and proven data strategies to ensure you meet your business objectives.
Plotly Technologies Inc.
Plotly is a data visualization company focused on making it easy to deliver interactive apps, charts and graphics that enable exploration and sharing of insights and ideas. Plotly’s products, Dash and Chart Studio, along with its Graphing Libraries, make it easy to create beautiful, interactive data visualizations and charts - in any programming language.
Qubole is revolutionizing the way companies put data to work across their organizations. With Qubole’s cloud-native Big Data Activation Platform, companies exponentially activate petabytes of data faster, for everyone, while lowering costs. Forward-thinking data teams choose Qubole to power their Big Data Activation strategy, activating an infinite volume and variety of data across the business. Customers achieve the lowest TCO: intelligent automation and self-service supercharge productivity, while workload-aware auto-scaling and real-time spot buying drive down compute costs. Qubole offers the only platform that delivers freedom of choice – use any engine, any tool, any cloud to match your company’s needs.
TigerGraph is the world’s fastest graph analytics platform designed to unleash the power of interconnected data for deeper insights and better outcomes. TigerGraph fulfills the true promise and benefits of the graph platform by tackling the toughest data challenges in real time, no matter how large or complex the dataset. TigerGraph supports applications such as IoT, AI and machine learning to make sense of ever-changing big data. TigerGraph’s proven technology is used by customers including Uber, VISA, Alipay, Wish, China Mobile, State Grid Corporation of China, and Elementum. For more information, follow the company on Twitter @TigerGraphDB or visit www.tigergraph.com.
TimescaleDB develops TimescaleDB, the easiest, fastest, and most reliable place to store and analyze time-series data. TimescaleDB is the first open-source time-series database that is optimized for fast ingest and complex queries while natively supporting full SQL. TimescaleDB is deployed in production all around the world in a variety of industries including IoT, Telecom, Oil & Gas, Utilities, Manufacturing, Logistics, Retail, Media & Entertainment, and more. Based in New York, TimescaleDB is backed by Benchmark Capital, New Enterprise Associates, Icon Ventures, Two Sigma Ventures, and other leading investors. For more information, visit www.timescale.com or follow @TimescaleDB.
Unravel Data provides the only Application Performance Management (APM) solution for Big data. Unravel tracks, correlates, and interprets performance data across the full-stack in-order to optimize, troubleshoot, and analyze from a single pane. Unravel supports Hadoop, Spark, Kafka NoSQL and MPP systems on both on-premises or cloud. Customers include Kaiser Permanente, Adobe, Deutsche Bank, Wayfair, and Neustar. Learn more at https://unraveldata.com
WANdisco solutions provide the backbone to enable enterprises to create a LiveData environment by making its data always available, accurate and protected. WANdisco’s LiveMigrator on-ramps analytical data to production environments in the cloud making it immediately available for processing and without disrupting business operations. WANdisco Fusion keeps geographically dispersed data at any scale consistent between on-premises and cloud environments allowing businesses to operate seamlessly in a hybrid or multi-cloud environment. WANdisco has over a hundred customers and significant go-to-market partnerships with Microsoft Azure, Amazon Web Services, Google Cloud, Oracle, and others as well as OEM relationships with IBM and Alibaba.
Zepl’s Data Science and Analytics Platform enables data science teams to do rapid exploration and predictive analytics on top of pedabytes of data. Founded by the creators of Apache Zeppelin - with more than 500,000 downloads worldwide. – Zepl provides enterprise-grade data exploration, collaboration, visual analytics and security. In just minutes, Zepl brings machine learning at scale to data scientists, data engineers, data analysts, managers and executives. Zepl supports both Zeppelin and Jupyter notebooks, and empowers your entire data science team – both technical and non-coders alike – to analyze, infer, and act upon massive data sets in real time.
Alluxio is the developer of open source data orchestration software for the cloud. Alluxio moves data closer to big data and machine learning compute frameworks in any cloud across clusters, regions, clouds and countries, providing memory-speed data access to files and objects. Intelligent data tiering and data management deliver consistent high performance to customers in financial services, high tech, retail and telecommunications. Alluxio is in production use today at seven out of the top ten internet companies. Venture-backed by Andreessen Horowitz and Seven Seas Partners, Alluxio was founded at UC Berkeley’s AMPLab by the creators of the Tachyon open source project.
Ataccama delivers AI-powered data curation with Ataccama ONE. It’s a robust platform integrating Data Discovery & Profiling, Data Catalog & Business Glossary, Data Quality Management, Big Data Processing & Data Integration, and Master & Reference Data Management. Ataccama ONE gives you the option to start with what you need and seamlessly extend as your business requires. The first step is free - try our one-click data profiling trusted by 35,000 users globally at one.ataccama.com.
Based in Silicon Valley, Cloudian is the leader in software-defined smart data storage. Our flagship product, Cloudian HyperStore®, is the only 100 percent S3-compatible storage platform that enables service providers and enterprises to build reliable, affordable and scalable hybrid cloud storage solutions.
data.world makes it easy for everyone—not just the "data people"—to get clear, accurate, fast answers to any business question. Our cloud-native data catalog maps your siloed, distributed data to familiar and consistent business concepts, creating a unified body of knowledge anyone can find, understand, and use.
DataFactZ is a Business Analytics company. We help large enterprises manage and leverage data with a suite of services in Data Engineering, Data Science, and Decision Science. Our experts enable Executives to harness the power of Big Data and Advanced Analytics to become truly Data Driven. Whether you’re new to this space and don’t know where to start, or highly mature and need help delivering complex machine learning or predictive models, DataFactZ can help. Our experience and passion for both technology and analytics enable us to develop solutions for our clients that change business problems into competitive advantage.
GigaSpaces provides the fastest big data analytics processing platform to run services and ML models in production, at scale. The in-memory software platform helps enterprises seamlessly introduce applications that need to ingest, process and analyze huge amounts of data at extreme speeds, across any environment. Hundreds of Tier-1 and Fortune-listed organizations across financial services, retail, transportation and telecom trust GigaSpaces for real-time decision making on streaming, transactional and historical data. GigaSpaces offices are located in the US, Europe and Israel, serving customers including Morgan Stanley, Bank of America, CSX, Blue Cross Blue Shield, Goldman Sachs, SITA, Avaya, UBS.
H2O.ai is a leader in AI with its open source platform, H2O. Its mission is to democratize AI for all. H2O.ai is transforming the use of AI within all software with its category-creating visionary open source machine learning movement. More than 13,000 companies use open-source H2O in mission-critical use cases for Finance, Insurance, Healthcare, Retail, Telco, Sales, and Marketing.
iMerit provides high-volume data labeling services using our internal workforce of 2,500+ full time data technicians located domestically and abroad. We specialize in text/audio/image/video data with over 70 million data points labeled to date. Fortune 100s to startups partner with iMerit for our balance of scalability, consultation, security, competitive pricing, and quality. Our flexible team of solutions architects, project managers, and data technicians have the expertise to work with you through the ebbs and flows of your nuanced projects. Whether well on your way or just starting out, we would love to connect and discuss your data annotation strategy.
Pachyderm is an enterprise-grade data science platform that lets you deploy and manage multi-stage, language-agnostic data pipelines while maintaining complete reproducibility and provenance.
PwC helps organizations and individuals create the value they're looking for. We're a network of firms in 157 countries with more than 223,000 people. Our purpose is to build trust in society and solve important problems. In an increasingly complex world, we help intricate systems function, adapt and evolve so they can benefit communities and society – whether they are capital markets, tax systems or the economic systems within which business and society exist. We help our clients to make informed decisions and operate effectively within them. Learn more about PwC's Responsible AI Toolkit at www.pwc.com/rai
QuerySurge is the smart Data Testing solution that automates the data validation & testing of Big Data, Data Warehouses, and Business Intelligence reports with full DevOps functionality for continuous data testing. QuerySurge's main use cases include the testing of data warehouses, big data stores, data migrations, DevOps/DataOps, and enterprise applications. You can test across different platforms, including data warehouses, Hadoop, NoSQL datastores, databases, flat files, XML, JSON, BI reports & mainframe. QuerySurge continuously detects data issues in your delivery pipeline, increases your data validation coverage, leverages analytics to optimize your critical data and improves your data quality at speed.
The future belongs to the fast, and Vertica delivers the fastest, most scalable advanced analytics platform, forever independent from underlying infrastructure. Vertica’s SQL Data Warehouse is trusted by the world’s leading data-driven companies, including Bank of America, Cerner, Etsy, Intuit, Uber and more to deliver speed, scale and reliability on mission-critical analytics. Vertica combines the power of a high-performance, massively parallel processing SQL query engine with advanced analytics and machine learning so you can unlock the true potential of your data with no limits and no compromises.
Best known for Mathematica and Wolfram|Alpha, Wolfram Research has been pioneering computation and scientific innovation for three decades. Our growing family of innovative cloud and desktop products are all built on the Wolfram Language, a robust programming language with a vast web of algorithms for AI, data science, finance and more—not to mention the built-in knowledge of Wolfram|Alpha, expert-contributed cloud resources like the Wolfram Data Repository and the Wolfram Neural Net Repository, and a range of deployment options. Learn more at www.wolfram.com.
Aiven is a platform from which customers can deploy fully-managed cloud data architectures that use the most popular Open Source data systems. All services run on dedicated VMs and their data is encrypted at rest and in transit, giving our customers confidence in using the platform for their most critical workflows. After launching their services in minutes, our customers can get back to focusing on products that deliver business value, not managing data systems.
Comet is a meta machine learning platform designed to help AI practitioners and teams build reliable machine learning models for real-world applications by streamlining and connecting the machine learning model lifecycle. By leveraging Comet, users can track, compare, explain and reproduce their machine learning experiments. Backed by thousands of users and multiple Fortune 100 companies, Comet provides insights and data to build better, more accurate AI models while improving productivity, collaboration and visibility across teams.
Datatron provides an automated Enterprise scale model monitoring and model governance platform for all of your ML, AI, and Data Science models in Production. We are entirely Vendor, Language, and Framework agnostic, including, SAS, H20, Python, R, Sckit Learn, Tensor Flow, and more, via a user-friendly UI. Our offerings primarily include: - Model Deployment - Model Governance - Model Monitoring
We help clients design, build, and run insight-driven organizations by helping to maximize the potential value of analytics and information to deliver operational excellence, new products and services, competitive agility, and growth. Our analytics and information management services offer an integrated approach with our broad range of solution offerings, including: shaping strategy, managing data, delivering information, improving performance, optimizing insights, amplifying intelligence, building capabilities, and managing complex digital environments.
Boundless Notions, LLC
Boundless Notions, LLC., founded by Tobias Macey, offers expert design, review, and implementation advice on data and systems infrastructure with a strong focus on reliability and automation. It is also the home of the Data Engineering Podcast and Podcast.__init__, weekly podcasts that feature deep dives into the tools, topics, and people that are shaping the future of data engineering and the Python language.
The Resource Portal for AI, Big Data, New Data Management Technologies and Data Science: ODBMS.org is a vendor independent, web resource portal with free materials (both from the technological and the business/societal perspectives) on: AI, Big Data, Cloud platforms, Data Analytics, Deep Learning, Machine Learning, NewSQL, NoSQL, Graphs and RDF/XML data stores. It includes the ODBMS Industry Watch Blog.