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    Domino Data Lab Resource Center

    Browse our library of resources.

    Featured resources

    Featured Resource

    The Complete Guide to Enterprise MLOps Principles

    Learn the keys to becoming a model-driven business.
    Featured Resource

    Where Is Data Science Innovation Going in Financial Services & Insurance?

    Glimpse the future of data science in "The Financial Services & Insurance Data Science Innovator’s Playbook."
    Featured Resource

    The True Cost of Building a Data Science Platform

    Understanding the capabilities needed for enterprise data science and the level of effort needed to build your own data science platform.

    Browse our resources

    e-Book Financial Services

    Where Is Data Science Innovation Going in Financial Services & Insurance?

    Glimpse the future of data science in "The Financial Services & Insurance Data Science Innovator’s Playbook."
    Briefs General

    Domino Nexus

    Run data science and ML workloads across any compute cluster—in any cloud, region, or on-premises.
    Guides & Reports General

    The Practical Guide to Accelerating the Data Science Lifecycle
    Whitepapers General

    Top 5 AI Considerations for Chief Data and Analytics Executives

    Accelerate Enterprise Data Science in the Hybrid Cloud with MLOps
    e-Book General

    Operationalize AI at Scale with MLOps: Closing the Divide Between Data Scientists and IT
    Videos & Webinars Financial Services

    How MLOps Helps Financial Services Reinvent in the Digital Age
    Guides & Reports General

    2022 Gartner Market Guide for DSML Engineering Platforms
    Guides & Reports General

    Driving Innovations with AI: Getting Ahead with DataOps and MLOps
    Videos & Webinars Health and Life Sciences

    Applying AI to All Stages of Drug Discovery
    Whitepapers General

    Data Science Innovator's Playbook

    Today's top leaders reveal industry trends, career advice, and how to meet the world's biggest challenges.
    Whitepapers General

    Make IT the Hero of Data Science
    Demo General

    Demo of MATLAB® on Domino Platform

    This video will show how MATLAB and the Domino platform work together to help researchers and data scientists be more productive.
    Whitepapers Insurance

    The Complete Guide to Enterprise MLOps Principles for the Insurance Industry
    Whitepapers Financial Services

    The Complete Guide to Enterprise MLOps Principles for the Finance Industry
    Videos & Webinars General

    The Recipe for Breakthrough Innovations
    Videos & Webinars General

    VMware + Domino: How Infrastructure Abstraction Unleashes Data Scientists

    See the power of VMware Tanzu and Domino's Enterprise MLOps platform! Unleash Data Science ROI by abstracting away infrastructure ...
    Videos & Webinars General

    Snowflake + Domino: More Datasets, More Production Models, More Business Impact...Zero DevOps

    See the power of Snowflake Data Cloud, Snowpark, and Domino's Enterprise MLOps platform! With optimized connectors, push-down compute, and ...
    Videos & Webinars General

    50x Faster Performance with Ray and NVIDIA GPU-Accelerated Compute

    Tech talk on harnessing the power of Ray, NVIDIA GPU Acceleration, and distributed compute to accelerate data science.
    Videos & Webinars General

    A Vision of Kubernetes as the Foundation for Enterprise MLOps

    Featuring K8s co-founder himself, Craig McLuckie, learn the role that Kubernetes plays in scaling data science and machine learning across ...
    Briefs General

    Data Science Project Management

    See how Domino has re-imagined project management, tailored to the unique needs of data science projects.
    Briefs General

    Model Deployment

    Domino provides a wide variety of ways to consume models – as Apps, APIs, and more. Discover all of the ways your company can become more ...
    Briefs Health and Life Sciences

    Domino for Statistical Computing and Data Science

    Learn how Domino helps health and life sciences organizations drive digital transformation.
    Briefs Health and Life Sciences

    Domino for Research and Discovery

    Learn how Domino combines easy access to powerful infrastructure with collaboration and governance to unlock medical breakthroughs.
    Briefs Insurance

    Domino for Insurance

    Learn how Domino helps insurers become model driven.
    Briefs Financial Services

    Domino for Financial Services

    Learn how Domino helps financial institutions become model driven.
    Tools General

    Domino Enterprise MLOps Platform ROI Estimator

    By answering a few short questions, you will receive free access to a high-level estimate of the Total Economic Impact of the Domino ...
    Guides & Reports

    451 Research Report: Accelerating Machine Learning Model Velocity

    Get recommendations to maximize the ROI of machine learning, optimize data science infrastructure, reduce risk, and increase model velocity.
    Briefs General

    Domino Datasheet

    In this overview, see why Domino is used by over 20% of the Fortune 100 to centralize their data science and become a model-driven business.
    Briefs General

    Domino Platform Overview

    In this detailed guide, learn about the three essential components of the Domino platform and why they're critical to scale data science.
    Videos & Webinars General

    Unleashing Exceptional Performance Virtual Event with Atul Gawande & Najat Khan

    Lessons on driving continuous improvement when it matters most.
    Guides & Reports General

    451 Research Report: Assessing the field in the MLOps race

    Learn more about the segments and core products that comprise the vibrant, but sometimes confusing, MLOps product sector.
    Briefs General

    Model Monitoring

    Create a seamless experience for model development to deployment to monitoring to ensure peak performance of production models.
    Briefs General

    On-Demand Distributed Compute

    Learn how Domino provides self-serve access to the most popular distributed compute frameworks – Spark, Ray, and Dask.
    Videos & Webinars General

    Breaking Down Silos Across Simulation, Analytics, and AI to Scale Innovation

    Learn best practices from Tata Consultancy Services (TCS) for building a heterogeneous platform to unite analytics and AI workloads.
    Videos & Webinars Insurance

    How Topdanmark Scales Enterprise MLOps

    Hear how one of Denmark’s largest insurers is infusing models throughout its operations, and discuss what it takes to become model-driven.
    Videos & Webinars

    Beyond Spark: Dask and Ray as Multi-node Accelerated Compute Frameworks

    Apache Spark has been the incumbent distributed compute framework, but has Spark been eclipsed by new frameworks?
    Whitepapers General

    The Complete Guide to Enterprise MLOps Principles

    Learn the keys to becoming a model-driven business.
    Whitepapers General

    Don’t Let Models Derail You

    On your journey to become a model-driven business, understand how models can turn bad and get recommendations to prevent negative brand ...
    Tools General

    Model Velocity Assessment

    Take this free 10-minute assessment and see where your data science process and lifecycle stacks up towards achieving model velocity, with ...

    Start Assessment
    Videos & Webinars General

    Unleash Data Science for the Model-Driven Business you Expect

    Learn from an expert panel about why data science initiatives fail and the importance of Enterprise MLOps.
    Videos & Webinars General

    Machine Learning Vital Sign

    Donald Miner details the tracking of ML models in production to ensure model reliability, consistency, and performance into the future.
    Whitepapers General

    Pump Up Data Science Productivity with a Modern Workbench

    See while productivity can suffer when workbenches aren’t built to support the work of large data science teams.
    Whitepapers General

    Data Science Needs to Grow Up: The 2021 Domino Data Lab Maturity Index

    According to a new survey, flawed investments in people, processes, and tools are causing failure to scale data science.
    Videos & Webinars General

    Apps in Domino

    Survey the landscape of interactive visualization (Shiny, Dash, etc) tools and learn best practices for publishing apps within Domino.
    Videos & Webinars General

    GPU Computing for Data Science

    Ways to incorporate GPU computing for computationally intensive tasks.
    Videos & Webinars General

    Managing Data Science at Scale

    In this webinar, we'll share learnings and how we see the market approach challenges in data science.
    Demo General

    SAS Demo

    Watch how SAS, Domino Data Lab, and AWS have teamed up to deliver SAS for Containers on Domino.
    Videos & Webinars General

    Solving the ModelOps Challenge

    The impact of data science on business and society has never been greater. But why are few organizations getting the value they expect?
    Videos & Webinars General

    Webinar: Accelerating the Impact of Data Science Teams

    Learn how Domino 3.4 accelerates the impact of data science teams with Datasets, Experiment Manager, and Activity Feed.
    Videos & Webinars General

    Data Science Leaders Summit

    Relive two days of practical sessions, thought-provoking discussions, and forward-looking solutions from today’s data science leaders.
    Videos & Webinars General

    Data-driven to Model-driven

    In this webinar, Forrester Research and Domino will demystify the model-driven business.
    Videos & Webinars General

    Providing Unprecedented Transparency into the Health of Data Science Teams

    Learn how Domino allows data science managers to define their own data science project life cycle, and easily track and manage projects.
    Videos & Webinars General

    A Data Science Playbook for Explainable ML/AI

    This technical talk discusses traditional and modern approaches for interpreting black box models.
    Videos & Webinars General

    Best Practices for Getting Data Science Web Apps in Production

    In this webinar we’ll review the pros and cons of the top data science web app frameworks (Shiny, Dash, Flask, etc.)
    Videos & Webinars General

    Turbo-Charging Data Science with AutoML

    Dive into popular open-source and proprietary AutoML tools such as auto-sklearn, TPOT, MLBox, AutoKeras, and H2O Driverless AI.
    Videos & Webinars General

    Towards Predictive Accuracy

    See how to build a pipeline for automating ML workflows, including how to select and tune hyperparameters.
    Videos & Webinars General

    Monitoring Models at Scale

    Join this webinar to learn how Domino can help you monitor your models at scale.
    Videos & Webinars General

    Generative Adversarial Networks (GANs): A Distilled Hands-On Tutorial

    Learn about the GAN framework, how to implement a basic GAN model, how to generate training samples, and more.
    Videos & Webinars General

    How Dell & Domino Are Helping IT Govern the AI/ML Ecosystem

    Learn how Dell and Domino created a refreshingly simple, building-block-based approach to get data science teams up and running faster.
    Videos & Webinars Insurance

    Solving Expert Problems With NLP Algorithms In Insurance

    Topdanmark’s Head of Machine Learning discusses his team’s journey into machine learning, and how they build and deploy models.
    Videos & Webinars General

    Increasing Model Efficiency: Model Risk Management

    Discover the missing piece of MRM solutions: a multi-language reproducibility engine for model development efficiency.
    Videos & Webinars General

    Explore the Future of Enterprise Data Science

    Experience new capabilities in Domino 4.2 via live demos and discussion.
    Videos & Webinars Media & Technology

    Red Hat: A Strong Data Science Community in a Decentralized Org

    Learn specific techniques for breaking down silos and building a strong data science community across disparate organizations.
    Videos & Webinars General

    Data Science Leadership Exchange: Best Practices for Driving Outcomes

    Understand why data science leaders struggle to organize, implement and communicate effective data science initiatives.
    Videos & Webinars Manufacturing

    How Lockheed Martin is Pushing the Boundaries of Rocket Science with Data Science

    See how Domino and NVIDIA help them bring development, security, and operations best practices to machine learning.
    Videos & Webinars Health and Life Sciences

    How Janssen R&D Accelerated Model Training on Multi-GPU Machines for Faster Cancer Cell Identification

    Learn how Janssen has accelerated model training on multi-GPU machines to diagnose and characterize cancer cells through image analysis.
    Videos & Webinars General

    Fireside Chat: Building Your Best Data Science Team

    What’s the most effective organizational structure for modern data science teams? Learn best practices from two long-time team leaders.
    Videos & Webinars Health and Life Sciences

    Seamless Virtual Collaboration Across Life Sciences

    Today, many organizations are looking to determine the optimal way for organizing their data science talent.
    Videos & Webinars General

    How to Simply Run Complex AI Training & Inference Workloads with Domino & NVIDIA

    In this technical webinar, we address the key challenges every data science team faces when training and operationalizing complex AI models.
    Videos & Webinars General

    Reaching Across the Aisle: Data Science & IT Build a Better Enterprise

    Join Forrester analyst Dr. Kjell Carlsson and IT and data science leaders to uncover best practices that unlock data science innovation.
    Videos & Webinars General

    A Data Science Playbook for Explainable AI - Navigating Predictive and Interpretable Models

    Model ethics, interpretability, and trust are seminal issues. Understand the modern approaches for interpreting black box models.
    Videos & Webinars Insurance

    SCOR's Creation of Data Science Center of Excellence to Enhance Model Deployment

    Learn how world-leading reinsurer SCOR is delivering data science at scale with the Domino Enterprise MLOps platform.
    Videos & Webinars General

    Unlock Enterprise Data Science and MLOps at Scale with Domino

    Join this exclusive session for partners to see how Domino helps enterprises deliver data science at scale.
    Videos & Webinars Financial Services

    UBS’s Modern Data Science Stack

    How their risk modeling platform on Domino blends SAS & open source analytics software for a fast path to the cloud.
    Videos & Webinars General

    Don't Miss the Boat, CIOs ― Lead Your Team to AI Excellence

    CIOs have a unique opportunity to lead the transformation in data science. Here’s what you need to know to get started today.
    Videos & Webinars General

    Accelerating Data Science: Unlock Model Velocity

    See why Model Velocity is a new way to frame and benchmark the ROI of your data science team’s work.
    Videos & Webinars General

    View the Keynote Address by Daniel Kahneman: The Psychology of Intuitive Judgment & Choices

    Insights from Dr. Kahneman on how his research applies to today’s analytical professionals.
    Videos & Webinars General

    Succeeding in the Digital Age - How Can Data Science Leaders Play a Critical Role in Their Organisation’s Modernisation Journey?

    Watch this session to hear industry-leading CDAOs discuss all about digital transformation.
    Videos & Webinars General

    Domino Data Lab and Amazon SageMaker: Model management and monitoring for the Enterprise.

    Join data science experts from AWS and Domino Data Lab as they discuss the importance of a “single pane of glass” for model monitoring.
    Videos & Webinars Manufacturing

    How AES went from zero to 50 deployed models in two years

    In <2 years, AES built out a global team, its underlying infrastructure, and they’ve built and deployed 50+ models to date.
    Videos & Webinars Health and Life Sciences

    How Johnson & Johnson is embedding data science across their business

    Johnson & Johnson’s CIO Jim Swanson and Domino CEO Nick Elprin discuss building an MLOps strategy to achieve model velocity.
    Videos & Webinars General

    Running complex workloads using on-demand GPU-accelerated Spark/RAPIDS clusters

    See how Domino enables data scientists to easily provision a Spark/RAPIDS cluster and access it through an integrated environment.
    Videos & Webinars General

    Forrester TEI Webinar: Driving 542% ROI with the Domino Enterprise MLOps Platform

    Join this session with Forrester Consulting to see how the Domino Enterprise MLOps platform is enabling model-driven business.
    Tools General

    Pre-Flight Project Checklist

    This pre-flight project checklist walks data scientists and data science leaders through an ideal set of upfront actions.
    Tools General

    Data Science Hiring and Onboarding

    This hiring and onboarding plan template covers the key questions to help find and train new data scientists for your team.
    Briefs General

    How to Evaluate a Data Science Platform

    IT and Analytics Leaders: Thinking too narrowly about your data science platform can prove costly.
    Briefs General

    SAS for Containers on Domino

    Accelerate SAS and save on CapEx — take it to the cloud.
    Briefs Financial Services

    Data Science Innovation in Credit and Finance Analytics

    Domino on AWS provides an efficient, scalable, and secure data science platform.
    Briefs General

    NVIDIA DGX-Ready Software Solution

    Domino and NVIDIA together make NVIDIA GPU resources available on the NVIDIA certified Domino enterprise data science platform.
    Briefs General

    Answers to Top 10 Questions for IT Leaders

    This document provides IT leaders with answers to how Domino addresses the top 10 questions to ask of data science platforms.
    Briefs General

    Domino and AWS Tech Brief

    Develop and deliver models faster, scale rapidly, and reduce regulatory and operational risk in the cloud.
    Briefs General

    Best Practices for Managing Your Team in Domino

    Learn how leading organizations use Domino to manage their teams.
    Briefs General

    Accelerate SAS Adoption with Domino

    This paper illustrates in three simple steps how to use SAS for Containers on Domino for SAS research and model deployment.
    Whitepapers General

    Data Science in the Cloud

    See how to get the most out of moving data science to AWS.
    Whitepapers General

    Attention, CIOs: Do You Know Where Your Data Scientists Are?

    Learn how to wrangle data science tools and technologies, support your data scientists' compute needs in the cloud, and prevent shadow IT.
    Whitepapers General

    Data Science Maturity Model Whitepaper

    Identify capability gaps and direct future investment with this model.
    Whitepapers General

    Model Risk Management in Domino

    Discover a framework that combines sound governance with end-to-end documentation in the lifecycle of models.
    Whitepapers Health and Life Sciences

    Why a Successful Digital Transformation Demands a Flexible SCE

    Learn about the milestones and best practices for digital transformation at health and life sciences organizations.
    Whitepapers General

    Kubernetes: The IT Standard for Data Science Workloads

    See why Kubernetes is a great fit for data science and quickly becoming the platform infrastructure layer for the cloud.
    Whitepapers General

    The True Cost of Building a Data Science Platform

    Understanding the capabilities needed for enterprise data science and the level of effort needed to build your own data science platform.
    Guides & Reports General

    Data Science Manager Survey Report: Key Factors on the Journey to Become Model-Driven

    Survey results from 250 data science leaders and practitioners across organizations of all sizes and a variety of industries.
    Guides & Reports Financial Services

    Succeeding with Data Science in Financial Services

    Learn how organizations unleash innovation without sacrificing transparency or governance.
    Guides & Reports General

    What IT Leaders Need to Know About Data Science

    Your guide to understanding modern data science and why IT is critical to its success.
    Guides & Reports General

    451 Research Report: Security is a Vital Linchpin for Enterprise Data Science

    See why security features headline a growing list of crucial components when selecting an enterprise data science platform.
    Guides & Reports General

    Top 10 Questions for IT Leaders

    This document provides IT leaders with the top 10 questions to ask of data science platforms.
    Guides & Reports General

    How to scale data science (when nobody else understands it

    Domino has partnered with DataIQ to survey data and analytics professionals to understand their approaches to data science.
    Whitepapers General

    IT Evaluation Guide

    See how the Domino platform addresses governance, security, infrastructure monitoring, and other important criteria.
    Whitepapers General

    The Practical Guide to Managing Data Science at Scale

    One of our most popular resources, this guide shares lessons from the field on managing data science projects and portfolios.

    Read Now
    Whitepapers General

    The Pros and Cons of Spark in a Modern Enterprise Analytics Stack

    Learn about Spark’s strengths and weaknesses in the context of data science and machine learning workflows.
    Whitepapers General

    Organizing Enterprise Data Science

    Many leaders wrestle with how to organize data science teams for the greatest impact. We break down best practices for enterprise data ...
    Whitepapers General

    Model Monitoring Best Practices

    Learn about the importance of being vigilant for monitoring and mitigating data drift.
    Guides & Reports General

    Forrester: The Total Economic Impact of the Domino Enterprise MLOps Platform

    See why Forrester Consulting projects that organizations that use Domino will realize nearly $30 million in value over a three-year period, ...

    Read Now
    e-Book General

    Florence the Data Scientist and Her Magical Bookmobile

    Introducing the world’s first data science book for kids!

    Bring home a copy

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