DataRobot Blog

MARCH 8, 2023

SAP AI Solutions: Making Business Applications More Intelligent AI is at the heart of the SAP strategy to help customers become intelligent, sustainable enterprises. Tune in to learn more. Registration is free for both events.

Enterprise 105

Enterprise Experimentation Machine Learning Modeling 105

IBM Big Data Hub

MAY 17, 2024

Cloud maturity models are a useful tool for addressing these concerns, grounding organizational cloud strategy and proceeding confidently in cloud adoption with a plan. A successful cloud strategy requires a comprehensive assessment of cloud maturity. Level 3 – Scale: Cloud-native strategy is now the preferred approach.

Modeling 91

Modeling Cost-Benefit Optimization Digital Transformation 91

The Unofficial Google Data Science Blog

JULY 22, 2020

by ALEXANDER WAKIM Ramp-up and multi-armed bandits (MAB) are common strategies in online controlled experiments (OCE). These strategies involve changing assignment weights during an experiment. The first is a strategy called ramp-up and is advised by many experts in the field [1].

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Experimentation Statistics Testing Strategy 95

CDW Research Hub

AUGUST 21, 2019

Organizations across all industries are seeing the value and competitive advantage of having an artificial intelligence (AI) strategy. The challenges of implementing an AI strategy are many. The kit helps facilitate clients’ AI adoption journey from experimentation to production. Contact a Sirius expert for more details today.

Strategy 45

Strategy Deep Learning Machine Learning Experimentation 45

IBM Big Data Hub

DECEMBER 5, 2023

Retailers recognize the need to build their strategies around AI, integrating it into many aspects of their operations. This data tracks closely with a recent IDC Europe study that found 40% of worldwide retailers and brands are in the experimentation phase of generative AI, while 21% are already investing in generative AI implementations.

Unstructured Data 91

Unstructured Data Cost-Benefit Experimentation Machine Learning 91

datapine

FEBRUARY 4, 2020

Let’s face it: every serious business that wants to generate leads and revenue needs to have a marketing strategy that will help them in their quest for profit. It is utilized to effectively communicate a company’s marketing strategy, including research, promotional tactics, goals and expected outcomes. How To Write A Marketing Report?

Reporting 280

Reporting Marketing Advertising Metrics 280

DataKitchen

JANUARY 20, 2021

A COE typically has a full-time staff that focuses on delivering value for customers in an experimentation-driven, iterative, result-oriented, customer-focused way. DataKitchen offers DataOps Transformation Advisory Services that address DataOps methodologies, strategy, tools automation, and cultural change.

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Metrics Experimentation Measurement Testing 243

Decision Management Solutions

MARCH 26, 2020

We’ve been blogging recently on Decision Optimization. Randomly select groups of customers and use the experimental approach on them, to prevent bias, and ensure a clean test Keep information on both groups – what you would normally do and what you experimented on – so you can compare the approaches later.

Experimentation 72

Experimentation Recreation/Entertainment Optimization Testing 72

IBM Big Data Hub

MARCH 4, 2024

While many organizations have implemented AI, the need to keep a competitive edge and foster business growth demands new approaches: simultaneously evolving AI strategies, showcasing their value, enhancing risk postures and adopting new engineering capabilities. This culture encourages experimentation and expertise growth.

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Enterprise ROI Risk Strategy 99

Cloudera

OCTOBER 18, 2023

In fact, some of the insights presented in this blog have been assisted by the power of large language models (LLMs), highlighting the synergy between human expertise and AI-driven insights. Although this list is not exhaustive, I’ve provided an at-a-glance aggregate of use cases for quick wins, quicker wins, and longer-term strategies.

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Cost-Benefit Testing Machine Learning Optimization 78

Cloudera

APRIL 13, 2021

Unfortunately, most organizations run into trouble when it comes to bridging the gap that exists between experimentation and full-scale ML production. Before ML can become a catalyst for change, it must first be treated as an integral part of your data strategy. To help teams work smarter and do things faster.

Machine Learning 98

Machine Learning Enterprise Experimentation Modeling 98

IBM Big Data Hub

MAY 25, 2023

In 2023 alone, IBM Consulting has interacted with more than 100 clients and completed dozens of engagements infusing generative AI alongside classical machine learning AI strategies. Generative AI has progressed quickly beyond experimentation; businesses are embracing it to improve customer service, seize new market opportunities and more.

Consulting 101

Consulting Experimentation Machine Learning Modeling 101

Cloudera

JANUARY 28, 2022

Customers vary widely on the topic of public cloud – what data sources, what use cases are right for public cloud deployments – beyond sandbox, experimentation efforts. However, one strategy is consistently discussed and deployed – a hybrid data cloud. Focus on Business Strategy First.

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Slice and Dice Cost-Benefit Risk Data Governance 113

datapine

MAY 20, 2020

A CRM dashboard is a centralized hub of information that presents customer relationship management data in a way that is dynamic, interactive, and offers access to a wealth of insights that can improve your consumer-facing strategies and communications. No, we mean developing a logical format based on proven dashboard design principles.

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Dashboards Reporting KPI Visualization 265

Depict Data Studio

OCTOBER 26, 2021

In this blog post, you’ll learn from Elizabeth Dove. This is referred to as “non-destructive” editing in the digital imaging world, and it is such a great feature for experimentation and creativity, because you risk nothing! Elizabeth is a professor at the University of Montana who teaches art and design. Thanks for sharing, Elizabeth!

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Visualization Experimentation Software Strategy 116

Alation

DECEMBER 20, 2022

Failing to measure the impact of digital transformation against corporate strategies and OKRs. The middle did not support the strategy change senior leadership launched. There are degrees of failure,” says Jim Russell , CIO and VP for digital strategy and planning at Manhattanville College. Subscribe to Alation's Blog.

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Digital Transformation Scorecard Measurement Experimentation 96

Domino Data Lab

OCTOBER 14, 2020

With our platform, farmers can understand the impact of a particular fertilization strategy and adjust as needed. To that end, we have formed a company strategy and architecture to accelerate the entire model pipeline from conception to commercialization. Experimentation and collaboration are built into the core of the platform.

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Experimentation Modeling Deep Learning Testing 99

DataRobot Blog

NOVEMBER 15, 2022

At the event, a financial services panel discussion shared why iteration and experimentation are critical in an AI-driven data science environment. The panel discussion focused on Boyd’s Law of Iteration—a theory from dogfighting (military aviation strategy) which believes that the speed of iteration beats the quality of iteration.

Big Data 52

Big Data Experimentation Data-driven Machine Learning 52

Dataiku

MARCH 25, 2024

In this blog post, we delve into the workings of M-LLMs, unraveling the intricacies of their architecture, with a particular focus on text and vision integration. A pilot program conducted from March 2023 to August 2023 aimed to explore responsible deployment strategies for GPT-4V. This blog post was co-written with Camille Cochener.

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Visualization Modeling Experimentation Testing 132

Smarten

MAY 17, 2023

Because these offerings are evolving quickly, and many of the gaps and risks are not yet well understood, it is important to test and try these tools in an experimental environment so your business can explore the potential without opening itself to risk, liability and issues with user and customer satisfaction issues.

Digital Transformation 52

Digital Transformation Experimentation Risk Testing 52

Sisense

JULY 1, 2021

A Twilio study of 2,569 companies found that the pandemic accelerated their digital communication strategy by an average of six years. We know in marketing that one of the most powerful ideas is experimentation,” Scott told Sisense. But a better strategy is figuring out how to direct your energy strategically.

Marketing 52

Marketing Experimentation Marketing Analytics ROI 52

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. Learn more about DataRobot hosted notebooks.

Data Processing 72

Data Processing Experimentation Machine Learning Modeling 72

CIO Business Intelligence

SEPTEMBER 12, 2022

Prioritize time for experimentation. It requires bold bets and a willingness to persevere despite setbacks, criticism, and uncertainty,’’ wrote McKinsey senior partners Laura Furstenthal and Erik Roth in a recent blog post. “By Change Management, Innovation, IT Leadership, IT Strategy

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Experimentation Consulting Technology Machine Learning 121

CIO Business Intelligence

AUGUST 17, 2023

Generative AI is a key part of our business strategy, facilitating growth with AI-enabled processes already live in production,” he says. Neil Ward-Dutton, VP, AI and Intelligent Process Automation European Practices at IDC , suggests that generative AI usage is high but business strategy may lag.

Risk 85

Risk Cost-Benefit Strategy Experimentation 85

Ontotext

MAY 31, 2023

The traditional approach to identifying new targets involves extensive experimentation and trial-and-error, which is often time-consuming, costly and may not yield desirable results. Novel target identification Novel target identification is a crucial step in drug discovery and development.

Experimentation 52

Experimentation Cost-Benefit Predictive Modeling Risk 52

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. . Our mentorship strategy was a big part of making that a success. . The post With Love, Cloudera 2020 Interns appeared first on Cloudera Blog.

Experimentation 79

Experimentation Technology Software Strategy 79

Cloudera

OCTOBER 8, 2020

It’s not enough to bolt technology onto an existing strategy and consider it transformed. It is the engine that dictates how fast you can move your strategy. A disruptive mindset creates an environment that embraces constant experimentation and change. Charlene is a titan in the field. Culture flows from the top.

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Digital Transformation Experimentation Unstructured Data Uncertainty 104

DataRobot Blog

FEBRUARY 9, 2022

Continuous learning requires: Adopting automated strategies that keep production models at peak performance. Models need to be simplified by constant iteration and experimentation. With an AutoML system working in the background, you can run experimental challenger models continuously after deployment.

IT 52

IT Experimentation Machine Learning Data Processing 52

DataRobot

JULY 27, 2021

Last fall, I penned a blog post around our Series F funding, focused on the fact that the era of experimental AI is over. AI needs to be a core part of every company’s strategy and culture, as well as a top company initiative with a focus on measurable results tied to value. . I stand by that notion wholeheartedly.

Machine Learning 98

Machine Learning Experimentation Modeling Forecasting 98

The Unofficial Google Data Science Blog

APRIL 16, 2019

by MICHAEL FORTE Large-scale live experimentation is a big part of online product development. In fact, this blog has published posts on this very topic. This means a small and growing product has to use experimentation differently and very carefully. This blog post is about experimentation in this regime.

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Experimentation Sales Metrics Measurement 68

DataKitchen

APRIL 13, 2021

Read the complete blog below for a more detailed description of the vendors and their capabilities. Comet.ML — Allows data science teams and individuals to automagically track their datasets, code changes, experimentation history and production models creating efficiency, transparency, and reproducibility.

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Testing Machine Learning Consulting Data Quality 300

IBM Big Data Hub

JANUARY 17, 2023

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. With IBM’s data integration portfolio, you are not locked into just a single integration style. Start a trial.

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Data-driven Enterprise Data Governance Prescriptive Analytics 56

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

Sisense

MARCH 26, 2021

To achieve this, he says, companies should find ways to lower the cost of experimentation, decrease the time to value, and scale successful experimentation into products quickly. With definitive answers to these four questions, you can find the right tools and strategies to help you achieve your business goals.

Analytics 98

Analytics Data-driven Dashboards Experimentation 98

AWS Big Data

MAY 24, 2023

You can adjust your retry strategy by increasing the maximum retry limit for the default exponential backoff retry strategy or enabling and configuring the additive-increase/multiplicative-decrease (AIMD) retry strategy. You still need to set appropriate EMRFS retries to provide additional resiliency.

Data Lake 86

Data Lake Snapshot Metadata Optimization 86

DataRobot Blog

AUGUST 10, 2022

NHS organisations are used to using workforce KPIs to manage staffing levels, but the real opportunity is being able to identify staff that are at risk of leaving post and to implement strategies to retain their much needed talent. Register for the HETT Show on 27-28 September in London where DataRobot and Snowflake will have a joint stand.

Forecasting 52

Forecasting Experimentation Data-driven Risk 52

IBM Big Data Hub

SEPTEMBER 25, 2023

This blog takes you on a journey into the world of Uber’s analytics and the critical role that Presto, the open source SQL query engine, plays in driving their success. Data Exploration and Innovation: The flexibility of Presto has encouraged data exploration and experimentation at Uber. Enterprise Management Associates (EMA).

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OLAP Data Lake Data-driven Snapshot 88