DataRobot Blog

FEBRUARY 28, 2023

While this can be an excellent strategy for a future-oriented company, it can prove futile if you don’t maximize the value of your investment. According to Flexera 1 , 92% of enterprises have a multi-cloud strategy, while 80% have a hybrid cloud strategy. launch event on March 16th.

Data Processing 72

Data Processing Experimentation Machine Learning Modeling 72

DataRobot Blog

NOVEMBER 15, 2022

At the well-attended data science event, a DataRobot customer panel highlighted innovation with AI that challenges the status quo. At the event, a financial services panel discussion shared why iteration and experimentation are critical in an AI-driven data science environment. Explore the DataRobot platform today.

Big Data 52

Big Data Experimentation Data-driven Machine Learning 52

CIO Business Intelligence

DECEMBER 14, 2023

At yet when it is home to many of your company’s assets, as is the case for ConocoPhillips, sometimes the best IT strategy is to bring technologies closer to the edge. They involve a manual up-front design phase followed by handoffs across the supply chain and miles of transportation, a sequence of events that can take 30 weeks if not longer.

Manufacturing 100

Manufacturing Digital Transformation Experimentation Cost-Benefit 100

CIO Business Intelligence

FEBRUARY 21, 2024

But we also have teams responsible for data analytics, and teams of audio-visual experts to ensure our concert halls and event centers can support a range of activities. We’ve done a lot of experimentation on these adaptive tools that use AI,” says Ventimiglia. We do the typical things like helpdesk and payroll,” says Fozard.

Recreation/Entertainment 135

Recreation/Entertainment Experimentation Modeling Data-driven 135

CIO Business Intelligence

JANUARY 2, 2024

He plans to scale his company’s experimental generative AI initiatives “and evolve into an AI-native enterprise” in 2024. It involves reimagining our strategies, business models, processes and culture centered around AI’s capabilities, to reshape how we work and drive unparalleled productivity and innovation,” he says.

IT 144

IT Cost-Benefit Statistics Consulting 144

Ontotext

JULY 6, 2023

M&A events, role changes, etc.) Let’s consider an example about risk and opportunity event detection. So we perform large scale Named Entity Recognition of company, locations and people, and we add some topics/events. Experimentation with different technical analysis services becomes possible.

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

Cloudera

OCTOBER 18, 2023

In this year’s post, I’ve collected cost-reduction strategies — augmented by the capabilities of generative AI — and innovative approaches that promise to accelerate cost-reduction and reshape the financial services landscape in the year ahead. We’re here to help you execute on your cost-reduction strategies.

Cost-Benefit 76

Cost-Benefit Testing Machine Learning Optimization 76

CIO Business Intelligence

SEPTEMBER 12, 2022

Prioritize time for experimentation. I prefer to talk about changes in direction or strategies that don’t work,” instead of thinking an experiment or project has failed if it doesn’t work the way you thought it would, says Lorraine Marchand, author of the new book, The Innovation Mindset: Eight Essential Steps To Transform Any Industry.

Experimentation 133

Experimentation Consulting Technology Machine Learning 133

CIO Business Intelligence

MAY 16, 2023

To gain perspective, Iron Mountain sponsored research by Quadrant Strategies, which used digital listening technologies to study public online conversation trends among enterprise decision-makers. It surpasses blockchain and metaverse projects, which are viewed as experimental or in the pilot stage, especially by established enterprises.

Advertising 105

Advertising Recreation/Entertainment Experimentation Enterprise 105

DataRobot Blog

JANUARY 17, 2023

” There are various strategies to deal with it, but none of them are perfect. As discussed, we massively accelerate that process of experimentation. Limited history of similar regimes: because machine learning models are all about recognising patterns in historical data, new markets or assets can be very difficult for ML models.

Machine Learning 87

Machine Learning Marketing Experimentation Modeling 87

CIO Business Intelligence

MAY 12, 2022

A free plan allows experimentation. TIBCO Streaming , for instance, is optimized for creating real-time decisions from a time series of events. Anyone who works in manufacturing knows SAP software. Its databases track our goods at all stages along the supply chain. Basic plans start at $36 per user, per month.

Predictive Analytics 137

Predictive Analytics Analytics Statistics Machine Learning 137

Cloudera

JANUARY 12, 2021

At Cloudera, we take it to another level offering work with cutting edge and open source technologies, product experimentation, meaningful mentorship and group activities. . Interns were able to take part in several events as attendees, moderators and even present to members of the executive team including our CEO Rob Bearden. .

Experimentation 77

Experimentation Technology Software Strategy 77

Sisense

MARCH 6, 2019

The crowd who attends these events are made mostly of analytics leaders in Enterprises. Being that this event is targeted at analytics leaders, it was not surprising that the opening sentence to this year’s keynote was “Are you going to lead a successful data & analytics initiative?”

Data Analytics 75

Data Analytics Analytics Experimentation Data-driven 75

CIO Business Intelligence

OCTOBER 18, 2023

If anything, 2023 has proved to be a year of reckoning for businesses, and IT leaders in particular, as they attempt to come to grips with the disruptive potential of this technology — just as debates over the best path forward for AI have accelerated and regulatory uncertainty has cast a longer shadow over its outlook in the wake of these events.

Risk 141

Risk Manufacturing Enterprise Technology 141

FineReport

DECEMBER 11, 2019

Pay attention to the profound influence of social media on consumer behavior; present new consumer behavior characteristics in the new network environment; analyze new hotspot marketing and consumption events. – Data Divination: Big Data Strategies. – Understanding Business. By William G Nickels, James McHugh, Susan McHugh.

Big Data 98

Big Data Statistics Experimentation Data Strategy 98

Dataiku

MARCH 25, 2024

A pilot program conducted from March 2023 to August 2023 aimed to explore responsible deployment strategies for GPT-4V. With new models being released regularly, both in open-source and proprietary domains, the field is witnessing an unprecedented surge in innovation and experimentation.

Visualization 132

Visualization Modeling Experimentation Testing 132

IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. AGI wouldn’t just perceive its surroundings; it would understand them.

Cost-Benefit 95

Cost-Benefit Modeling Manufacturing Interactive 95

bridgei2i

APRIL 28, 2020

My name is Aruna Babu and I’m a transformation consultant who spent a good part of the last decade crafting strategy that marries business, technology and user needs. So it’s great to have a strategy overall. You’re listening to AI to Impact, by BRIDGEi2i, a podcast on AI for the digital enterprise.

Enterprise 103

Enterprise Data Analytics Analytics Forecasting 103

AWS Big Data

JULY 3, 2023

Backtesting is a process used in quantitative finance to evaluate trading strategies using historical data. This helps traders determine the potential profitability of a strategy and identify any risks associated with it, enabling them to optimize it for better performance. Sell 1 (PVH, PVH) 2022-09-06 18321.729571 55.15

Snapshot 89

Snapshot Data Lake Testing Strategy 89

CIO Business Intelligence

JUNE 6, 2023

The CIO can also maximize the audience by inviting the company’s technology and business leaders to attend events that align with their interests and business needs. CIOs should have plans for the upsides and also develop risk mitigation strategies. Digital Transformation, Innovation, IT Strategy, Startups

Key Performance Indicator 105

Key Performance Indicator Cost-Benefit Enterprise Experimentation 105

AWS Big Data

NOVEMBER 14, 2023

Amazon Kinesis Data Streams is a foundational data strategy pillar for tens of thousands of customers. NHL EDGE technology in the puck and players’ sweaters (jerseys) generate thousands of data points every second for the NHL, which can be analyzed by AWS to predict likely outcomes for key events like face-offs.

IoT 57

IoT Data-driven Data Lake Data Strategy 57

Rocket-Powered Data Science

JULY 6, 2021

MLOps takes the modeling, algorithms, and data wrangling out of the experimental “one off” phase and moves the best models into deployment and sustained operational phase. 4) AIOps increasingly became a focus in AI strategy conversations. 2) MLOps became the expected norm in machine learning and data science projects.

Data-driven 279

Data-driven Machine Learning IoT Deep Learning 279

CIO Business Intelligence

OCTOBER 26, 2022

Generally lacking visibility beyond their enterprise, CIOs seldom focus on personal career strategies and opportunities. Speaking at industry events, connecting with colleagues, and writing articles and white papers are just a few of the ways CIOs can build their brand. CIOs need to step out of the shadow and into the spotlight.

IT 141

IT Consulting Experimentation Digital Transformation 141

CIO Business Intelligence

OCTOBER 4, 2022

Line of business owns the customer experience, but IT is a critical partner to the business,” says Miriam McLemore, Director of Enterprise Strategy and Evangelism with AWS. Embed CX into your data strategy. Getting into experimentation mode will help you lower the cost of failure,” McLemore says. “A Lean into innovation.

Data-driven 111

Data-driven Machine Learning Interactive Predictive Analytics 111

AWS Big Data

JANUARY 24, 2023

The utility for cloning and experimentation is available in the open-sourced GitHub repository. The AWS CDK deploys two AWS Lambda jobs and creates an Amazon DynamoDB table to store AWS CloudTrail events and an Amazon EventBridge rule to run the replication at a regular interval. All relevant events are then stored in a DynamoDB table.

Data Architecture 69

Data Architecture Metadata Data Lake Snapshot 69

Corinium

APRIL 25, 2019

Ahead of the Chief Data Analytics Officers & Influencers, Insurance event we caught up with Dominic Sartorio, Senior Vice President for Products & Development, Protegrity to discuss how the industry is evolving. Can you tell me a bit more about your role at Protegrity? And then there is the Cloud.

Insurance 150

Insurance Risk IoT Cost-Benefit 150

AWS Big Data

MARCH 20, 2023

Poshmark wanted to address the following business use cases via the real-time analytics platform: Sessionization – Poshmark captures both server-side application events and client-side tracking events. They wanted to use these events to identify and analyze user sessions to track behavior. The event data format is nested JSON.

Analytics 52

Analytics Slice and Dice Data Processing Data Lake 52

CIO Business Intelligence

JULY 7, 2023

Adopting a strategy for single identity and access management not only assists with enforcing security policies organization-wide, but also optimizes the employee experience,” Krumova said. Zero Trust encompasses a variety of technologies and practices that IT teams can use to streamline access to information for authorized individuals.

Measurement 122

Measurement Risk Experimentation Enterprise 122

IBM Big Data Hub

JANUARY 17, 2023

Due to the convergence of events in the data analytics and AI landscape, many organizations are at an inflection point. You can select a hybrid integration strategy that aligns with your organization’s business strategy to meet the needs of your data consumers wanting to access and utilize the data. AI is no longer experimental.

Data-driven 57

Data-driven Enterprise Data Governance Prescriptive Analytics 57

CIO Business Intelligence

FEBRUARY 3, 2023

Starting with the website, we needed to build new content and elevate existing content to reflect the event, which included a number of new web pages being built. “As a function, I brought together a core team and we started addressing the immediate needs,” he says.

IT 52

IT Experimentation Scorecard Digital Transformation 52

The Unofficial Google Data Science Blog

JUNE 30, 2016

In an ideal world, experimentation through randomization of the treatment assignment allows the identification and consistent estimation of causal effects. Identifiability of $E(Y_1|T=1)$ is simple: $E(Y_1|T=1) = E(Y|T=1)$ because $Y=Y_1$ in the event $T=1$. This is often referred to as the positivity assumption. 2014): 243-263.

Statistics 44

Statistics Optimization Modeling Experimentation 44

Decision Management Solutions

JUNE 25, 2019

Robinson , Chief Strategy Officer, Kinaxis discussed Searching for Unicorns: Attracting and Retaining Analytics Talent. Lily Quinto-Banton , Associate Director of Data Science, Humana Military presented on How a Single Question and a Healthy Dose of Skepticism Inspired Us to Use Analytics to Rethink Strategy. Great advice.

Predictive Analytics 75

Predictive Analytics Analytics Data Science Experimentation 75

Occam's Razor

SEPTEMBER 15, 2014

Nothing I can tell you about the importance of having an incredible mobile strategy will surprise you. If you look at the mobile marketing strategies, you will see they don't reflect this shift to mobile. Create a distinct mobile website and mobile app measurement strategies. Media-Mix Modeling/Experimentation.

Metrics 141

Metrics Reporting Analytics Marketing 141

AWS Big Data

OCTOBER 4, 2023

For data that is not managed by AWS Lake Formation or Amazon Redshift, you can manage the subscription approval in Amazon DataZone and complete the access granted workflow with custom logic using Amazon EventBridge events and then report back to Amazon DataZone using API once the grant is completed.

Metadata 108

Metadata Data Lake Publishing Data Governance 108

CIO Business Intelligence

DECEMBER 6, 2023

They list several scenarios to avoid — political campaigns and highly sensitive events where use or misuse could be consequential to life opportunities or legal status — and others to be cautious about, such as high stakes areas in healthcare, education, finance and legal.

IT 133

IT Risk Management Interactive Modeling 133

Domino Data Lab

JULY 2, 2019

Then a query engine gets busy, with much happening under the covers: query history and stats inform various optimization strategies; indexes get used automagically; intermediate results get caches; algorithm variants are substituted, and so on. Upcoming events. Data-related events to mark on your calendars: spaCy IRL , Jul 5-6, Berlin.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Occam's Razor

JANUARY 9, 2012

A huge part of the last few years for me have been about bringing more data, better strategies, more powerful tools, ever more impactful keynotes to people around the world. Get the senior-most people in the largest companies in the world to unlock their imaginations when it comes to their digital existence via impactful digital strategies.

Marketing 140

Marketing B2B Measurement Risk 140