Skip to content
  • Blog
  • Events
  • More Intelligent Tomorrow
  • Pathfinder
  • Community
  • Careers
  • Platform
    • #
    • Overview
    • What’s New
    • Getting Started
    • See DataRobot
    • Try DataRobot
    • Create AI
    • Paxata Data Prep
    • Automated Machine Learning
    • Automated Time Series
    • Operationalize AI
    • MLOps
    • Consume AI
    • AI Apps
    • Product Highlights
    • Visual AI
    • Trusted AI
    • Feature Discovery
    • Deployment Options
    • Managed AI Cloud
    • Private AI Cloud
    • Hybrid AI Cloud
    • On-Premise AI Cluster
    DataRobot MLOps Monitoring Agent Resource Card V4.0
    DataRobot MLOps Agents: Provide Centralized Monitoring for All Your Production Models
  • Solutions
    • By Industry/Use
    • Banking
    • Casinos and Gaming
    • Consumer Packaged Goods
    • Financial Markets
    • Fintech
    • Healthcare
    • Insurance
    • Manufacturing
    •  
    • Marketing
    • Oil and Gas
    • Public Sector
    • Retail
    • Telecommunications
    • Robotic Process Automation
    • Sports
    • All Use Cases
    • By role
    • Business Analysts
    • Data Scientists
    • Executives and Analytics Leaders
    • IT Operations
    • Software Engineers
    DataRobot AI and Financial Markets Beyond the Market Predicting Magic Box Resource Card
    AI in Financial Markets: Beyond the Market-Predicting Magic Box
  • Success
    • #
    • Success Overview
    • Customers
    • AI Heroes
    • More Intelligent Tomorrow
    • The DataRobot AI Adoption Path
    DataRobot The Total Economic Study of DataRobot 514 ROI with Payback in 3 Months V2.0
    Forrester Total Economic Impact™ Study of DataRobot: 514% ROI with Payback in 3 Months
  • Resources
    • #
    • Resource Library
    • Blog
    • Webinars
    • Q&AI: Leadership Webinars
    • AI Experience Recordings
    • Events
    • DataRobot Community
    • Wiki

    DataRobot Driving ROI with AI Resource card v.1.0AI Experience Recordings

  • Partners
    • #
    • Partners Overview
    • Technology Alliances
    • Value Added Resellers
    • Solution Partners
    • Consulting Firms
    • Partner Portal Login
    DataRobot Hands On Lab Accelerating Data Science with Snowflake and DataRobot resource card v.1.1
    Hands-On Lab: Accelerating Data Science with Snowflake and DataRobot
  • Education
    • #
    • Overview
    • DataRobot University
    • Academic Support Program
    • 10x Academy
  • Company
    • #
    • Our Culture
    • Open Positions
    • AI for Good: Powered by DataRobot
    • Newsroom
    • Board and Investors
    • Support Portal
Request a Demo Free trial
  • Platform
    • #
      • Overview
      • What’s New
      • Getting Started
      • See DataRobot
      • Try DataRobot
    • Create AI
      • Paxata Data Prep
      • Automated Machine Learning
      • Automated Time Series
      • Operationalize AI
      • MLOps
      • Consume AI
      • AI Apps
    • Product Highlights
      • Visual AI
      • Trusted AI
      • Feature Discovery
      • Deployment Options
      • Managed AI Cloud
      • Private AI Cloud
      • Hybrid AI Cloud
      • On-Premise AI Cluster
  • Solutions
    • #
      • Solutions
    • By Industry/Use
      • Banking
      • Casinos and Gaming
      • Consumer Packaged Goods
      • Financial Markets
      • Fintech
      • Healthcare
      • Insurance
      • Manufacturing
    •  
      • Marketing
      • Oil and Gas
      • Public Sector
      • Retail
      • Telecommunications
      • Robotic Process Automation
      • Sports
      • All Use Cases
    • By role
      • Business Analysts
      • Data Scientists
      • Executives and Analytics Leaders
      • IT Operations
      • Software Engineers
  • Success
    • #
      • Success Overview
      • Customers
      • AI Heroes
      • More Intelligent Tomorrow
      • The DataRobot AI Adoption Path
  • Resources
    • #
      • Resource Library
      • Blog
      • Webinars
      • Q&AI: Leadership Webinars
      • AI Experience Recordings
      • Events
      • DataRobot Community
      • Wiki
  • Partners
    • #
      • Partners Overview
      • Technology Alliances
      • Value Added Resellers
      • Solution Partners
      • Consulting Firms
      • Partner Portal Login
  • Education
    • #
      • Overview
      • DataRobot University
      • Academic Support Program
      • 10x Academy
  • Company
    • #
      • Our Culture
      • Open Positions
      • AI for Good: Powered by DataRobot
      • Newsroom
      • Board and Investors
      • Support Portal
  • Blog
  • Events
  • More Intelligent Tomorrow
  • Pathfinder
  • Community
  • Careers
Request a Demo Free Trial
  • All blogs
  • AI Across Industries
  • AI Education
  • AI Experience
  • AI for Good
  • AI in the News
  • AI Simplified
  • Data Preparation
  • Data Science
  • DataRobot Release
  • Infographics
  • Partner Blog
  • Partners
  • Point of View
  • Sports Analytics
  • Success Stories
  • Technical
  • Trusted AI
  • Videos
AI Across Industries
5 min
AI in Financial Markets, Part 1: Beyond the Market-Predicting Magic Box

This series of blog posts is based on a talk the author presented at ODSC Europe 2019 alongside Ayub Hanif, VP at JPMorgan’s Quantitative and Derivatives Strategy. We’ll look at how recent developments in automated machine learning and interpretability can help market participants build, test, and understand powerful AI models that support and enhance their investment processes. But first, some context is needed. Part 1: Beyond the Market-Predicting Magic Box In which we conclude that the existence of this article is strong evidence that we don’t know how to use AI to predict asset prices, either, and try to get real.

 
July 30, 2020
by
Peter Simon
AI Across Industries
4 min
D.R.I.V.E.: 60 Game MLB Projections – Start of Season Update

DataRobot Intelligent Value Estimator for 2020 MLB Team and Player Performance Recently, we predicted how the 60-game 2020 MLB season would unfold -- for teams and for individual players. Please see our original post for all of the details of how we build the models with DataRobot’s leading artificial intelligence platform. Who is projected to win each division in the…

 
July 23, 2020
by
Andrew Engel
, 
Ari Kaplan
, 
Sarah Khatry
, 
John Sturdivant
AI Across Industries
5 min
Moving from Red AI to Green AI, Part 2: A Practitioner’s Guide to Efficient Machine Learning

In our previous post, we talked about how red AI means adding computational power to “buy” more accurate models in machine learning, and especially in deep learning. We also talked about the increased interest in green AI, in which we not only measure the quality of a model based on accuracy but also how big and complex it is. We…

 
July 17, 2020
by
Oskar Eriksson
AI Across Industries
3 min
Laying an MLOps Foundation: 7 Key Requirements

Over the past several years, Machine Learning Operations (commonly referred to as MLOps, or ModelOps) has gained a growing following. With the rise of AI, many organizations recognize the need for a dedicated set of people, processes and technologies to scale AI across the enterprise.  That’s where MLOps comes in. Like DevOps for software development, MLOps helps organizations realize the…

 
July 1, 2020
by
Sivan Metzger
AI Across Industries
3 min
Improving Model Management in Uncertain Times

With the continued unfolding of the COVID-19 pandemic, the world’s economies and societies are going through an extended period of uncertainty. This ongoing volatility brings new challenges for organizations and teams managing predictive models.  It’s tricky to maintain a grip on production model management and monitoring under normal circumstances. The current turbulent times highlight this issue even further, with models…

 
June 9, 2020
by
Rajiv Shah
, 
Seph Mard
AI Across Industries
3 min
The Empowered Consumer: Adapting to Changing Buyer Demands with AI

Across the retail sector, companies face heightened challenges in the form of the empowered consumer. Consumers expect more information that is tailored to them about what to buy and where to buy it, as well as in-store safety during the pandemic, online shipment, and information on where the best deals are. With the ubiquity of smartphones and widespread access to…

 
May 22, 2020
by
Ari Kaplan
AI Across Industries
4 min
Surviving and Adapting to COVID-19, Part 3: Retail, Sports, and Gaming

As the effects of social distancing continue to impact every industry, the retail, sports, and gaming industries are no exception. Supply chains are being redefined. Demand forecasting is more volatile than ever. Companies are moving online, and there is triage in decisions from distribution center planning to product repricing. In parts one and two of this series, we discussed how…

 
May 14, 2020
by
Ari Kaplan
, 
Sarah Khatry
AI Across Industries
3 min
Bringing AI to Life with Unstructured Data: Zeff Has Joined DataRobot

We founded Zeff.ai with a mission to bring automated machine learning to teams working on the naturally complex datasets that arise from building software products and services, including datasets with images, audio, and unstructured data. Initially, we were just excited to see applied deep learning helping a variety of businesses. That excitement grew into an obsession to help as many…

 
May 12, 2020
by
Ben Taylor
, 
David “Gonzo” Gonzalez
AI Across Industries
4 min
Surviving and Adapting to COVID-19, Part 2: Banking, FinTech, and Financial Markets

As the world continues to face the global COVID-19 pandemic, AI technology is helping companies minimize disruption with AI-driven forecasting and strategy. In part 1 of this series, we discussed how the healthcare and insurance industries can become more resilient and adapt to their new reality. In this article, we cover how banking, FinTech, and financial markets can mitigate some…

 
May 6, 2020
by
Ari Kaplan
, 
Sarah Khatry
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • …
  • 20

Who Is DataRobot?
We are the leader in enterprise AI, delivering trusted AI technology and ROI enablement services to global enterprises and individual users.
Platform
  • Overview
  • Paxata Data Prep
  • Automated Machine Learning
  • Automated Time Series
  • MLOps
  • AI Apps
Solutions/Uses
  • Banking
  • Healthcare
  • Insurance
  • Financial Markets
  • Retail
  • All Use Cases
Resources
  • Resource Library
  • Blog
  • Webinars
  • Q&AI: Leadership Webinars
  • Events
  • DataRobot Community
  • Wiki
  • MLOps 101
Company
  • About Us
  • Our Culture
  • Careers
  • Leadership
  • Board and Investors
  • AI for Good
  • Newsroom
  • Support Portal
  • Contact Us
Back to top


© 2021 DataRobot, Inc. Terms of Service Privacy Trust
TRUSTe
Welcome back, %firstname%
Not you? Click here
Thank you

We will contact you shortly

Thank You!

We’re almost there! These are the next steps:

  • Look out for an email from DataRobot with a subject line: Your Subscription Confirmation.
  • Click the confirmation link to approve your consent.
  • Done! You have now opted to receive communications about DataRobot’s products and services.

Didn’t receive the email? Please make sure to check your spam or junk folders.

Close