DataRobot Blog

APRIL 20, 2022

Trends at HIMSS 2022. Use cases include: Optimizing patients flow Predicting staff surge requirements Optimizing staffing retention. HIMSS 2022 offered a wonderful opportunity for us to listen, learn, and work towards broader integration of AI in healthcare , and we look forward to HIMSS 2023. Disrupted Care.

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Optimization Machine Learning Modeling Technology 52

IBM Big Data Hub

APRIL 22, 2024

In 2022, IBM introduced Vela , its first AI-optimized, cloud-native supercomputer. In 2022, IBM completed its first commitment to promote AI ethics practices throughout our ecosystem, exceeding its target to train 1,000 ecosystem partners in technology ethics.

Cost-Benefit 102

Cost-Benefit Modeling Manufacturing Reporting 102

O'Reilly on Data

FEBRUARY 16, 2023

Sydney-enhanced Bing has threatened and insulted its users, in addition to being just plain wrong (insisting that it was 2022, and insisting that the first Avatar movie hadn’t been released yet). There are excellent summaries of these failures in Ben Thompson’s newsletter Stratechery and Simon Willison’s blog.

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Testing Statistics Modeling Optimization 211

IBM Big Data Hub

NOVEMBER 10, 2023

A recent survey 1 found that cloud over-spending was higher in 2022 than in the previous year: 56% of companies surveyed admitted that spending on public cloud was significantly over budget, some by over 20% to 30% of their intended spend. Eliminate cloud waste through optimization Figure 3: IBM Turbonomic cloud cost optimization.

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Optimization Machine Learning Interactive Management 78

IBM Big Data Hub

SEPTEMBER 12, 2023

The UK government’s Ecosystem of Trust is a potential future border model for frictionless trade, which the UK government committed to pilot testing from October 2022 to March 2023. The models also reduce private sector customs data collection costs by 40%.

Testing 97

Testing Modeling Cost-Benefit Consulting 97

Rita Sallam

JUNE 2, 2023

Are there mitigation strategies that show reasons for optimism? We also gave the demo script and data set to all vendors in the Exhibit Hall to create demos for their booths and to submit for this blog. The results showing the impact of flooding, predictions for the future and reasons for optimism were fascinating.

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Optimization Insurance Machine Learning Risk 52

datapine

MARCH 6, 2023

Couple this knowledge with powerful employee onboarding software that automates repetitive aspects of the process, and you’re well on your way to building an optimal onboarding program that boosts employee engagement from the get-go. Focus on employee feedback Employee feedback is a two-way street.

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Data-driven Reporting Interactive Statistics 234

IBM Big Data Hub

FEBRUARY 13, 2024

Such analysis and decision-making are often optimized with the help of various technologies, including artificial intelligence tools and data analytics platforms. The benefits of strategic sourcing are vast, ranging from overall supply chain process optimization to more cost-effective, long-term relationships with partners.

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Cost-Benefit Scorecard Risk Recreation/Entertainment 89

Dataiku

FEBRUARY 23, 2022

In this blog series, we’re going to break up their main topics (data drift and anomaly detection, learning with small data, retail markdown optimization, and uplift modeling and causal inference) so they’re digestible and accessible as you aim to shift from theory to practice with your ML initiatives in 2022 and beyond.

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Data Science Machine Learning Optimization Modeling 59

IBM Big Data Hub

FEBRUARY 7, 2024

4 Efforts to preserve biodiversity and natural resources gained momentum in December 2022, when countries signed a global biodiversity framework at the United Nations’ COP15 summit. The smart factories that make up Industry 4.0 Join the IBM Sustainability Community 1 Green transition creates $10.3T

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Reporting Cost-Benefit Internet of Things Data-driven 103

Smart Data Collective

SEPTEMBER 26, 2022

In this blog post, you’ll see the top four business blockchain trends for 2022 and their long-term benefits. Learn more on the trending topics within the blockchain arena in 2022 below. The trend is likely to be seen more in 2022 and beyond. What is blockchain technology? Final thoughts.

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Technology Statistics Finance Consulting 27

DataRobot Blog

MARCH 25, 2022

The 2022 season ignited a world of changes for McLaren Racing and Formula 1 with the biggest reengineering in modern F1 history. As part of this relationship, DataRobot will be integrated into the McLaren Racing infrastructure, delivering AI-powered predictions and insights to maximize performance and optimize simulations. AI Partners.

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Machine Learning Optimization Technology Strategy 145

IBM Big Data Hub

JANUARY 29, 2024

When you can integrate data, tools and processes to manage and optimize various aspects of a data center, automated precision becomes about harnessing technology to run operations with: High accuracy Minimal intervention Consistent performance Predictable outcomes The global data center automation market was valued at $7.6 billion in 2022.

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Data-driven Optimization Consulting Technology 75

IBM Big Data Hub

MAY 6, 2024

In 2022, less than 10% of trial participants for FDA approval were Black, fewer than 12% were Asian, under 13% were Hispanic, and women constituted less than 50% (Exhibit 3), not reflective of the current US population. The number of first-time clinical investigators has declined, especially among non-US based investigators.

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Advertising Data-driven Optimization Strategy 57

IBM Big Data Hub

JUNE 19, 2023

However, a 2022 report by the World Bank estimated that the global economy could lose up to USD 1.2 In 2022, the United States Congress passed the CHIPS Act , which provides roughly USD 280 billion in new funding to boost domestic research and manufacturing of semiconductors in the United States.

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Risk Manufacturing Reporting Modeling 88

IBM Big Data Hub

JANUARY 9, 2024

relative to 2022, with the highest being in infrastructure-as-a-service (at 23%) followed by software-as-a-service (SaaS, at 8.4%) and IT services (at 3%). Scaling AI for better business outcomes and impact AI has transitioned from peripheral to core business driver, demanding optimized infrastructure for high-performance AI workloads.

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Digital Transformation Business Driver Optimization Strategy 76

Cloudera

JANUARY 19, 2024

As described in our recent blog post , an SQL AI Assistant has been integrated into Hue with the capability to leverage the power of large language models (LLMs) for a number of SQL tasks. It can help you to create, edit, optimize, fix, and succinctly summarize queries using natural language. or higher on the public cloud.

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Data Warehouse Data Processing Optimization Modeling 71

IBM Big Data Hub

MAY 16, 2023

According to an Everest Group® study , offshore MMS centers increased over 50% from 2019 to 2022. These components come together to create end-to-end operations efficiency, experience optimization and data optimization. MMS for campaign support includes: Design and planning Execution Optimization Performance evaluation 2.

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Marketing Management Optimization Cost-Benefit 79

IBM Big Data Hub

JULY 19, 2023

The exponential leap in generative AI is already transforming many industries: optimizing workflows , helping human teams focus on value added tasks and accelerating time to market. Supply Chain: Demand forecasting, supply chain optimization, risk assessment and mitigation. Why IBM Consulting for generative AI on AWS?

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Consulting Machine Learning Manufacturing Optimization 68

IBM Big Data Hub

APRIL 6, 2023

Oracle and IBM are two global leaders in sustainability, helping companies eliminate waste, make their supply chains more efficient and monitor equipment to make sure it’s performing at an optimal level. “We’re not talking about it enough. We then “drive that change through the partnership with IBM and Oracle.”

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Optimization Machine Learning Modeling Marketing 62

IBM Big Data Hub

OCTOBER 30, 2023

The global AI market is projected to grow to USD 190 billion by 2025, increasing at a compound annual growth rate (CAGR) of 36.62% from 2022, according to Markets and Markets. The retailer uses these insights to optimize inventory levels, reduce costs and enhance efficiency.

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Insurance Data Warehouse Data-driven Unstructured Data 89

IBM Big Data Hub

JUNE 2, 2023

Our approach focuses on business data domain-centric initiatives that can deliver value in the short term and create a development ecosystem conducive to incremental optimization—instead of a risky big-bang application and infrastructure update. In 2022, IBM Consulting leveraged AIMM and worked with another major U.S.

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Consulting Cost-Benefit Technology ROI 92

IBM Big Data Hub

DECEMBER 12, 2023

Let’s explore how the IBM® Maximo® Application Suite (MAS) can help you optimize the efficiency of your assets through operational emissions management. To manage these byproducts effectively, focus on optimizing your assets and identifying emerging issues early on. How can MAS help you better manage emissions?

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Management Cost-Benefit Optimization Strategy 80

IBM Big Data Hub

JANUARY 25, 2024

We must ask, what is the intent of the model and for whom is it optimized? But note, capturing risk well before your model has been developed and is in production is optimal. Reinvent how your business works with AI The post The importance of diversity in AI isn’t opinion, it’s math appeared first on IBM Blog.

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Predictive Modeling Modeling Risk Statistics 94

IBM Big Data Hub

NOVEMBER 9, 2023

To help, the Academy turned to IBM Consulting™ , which optimized their use of the Salesforce Experience Cloud and Salesforce Marketing Cloud platforms as part of a broader digital transformation. The Academy knew Salesforce was the answer.

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Consulting Digital Transformation Optimization Marketing 63

IBM Big Data Hub

MARCH 8, 2024

The country was home to 95% of new solar technology manufacturing facilities in 2022.) Hydropower Currently, hydropower generates more power—reaching 4,300 TWh in 2022— than all other clean energy sources combined and will remain the largest source through 2030, according to the IEA.

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Forecasting Manufacturing Measurement Finance 78

IBM Big Data Hub

OCTOBER 13, 2023

In IDC’s 2022 Global Supply Chain Survey , they identified that “lack of visibility and resiliency to see necessary changes in time to react effectively” was the most problematic and unaddressed deficiency in modern supply chain management and inventory optimization.

Marketing 77

Marketing Cost-Benefit Optimization Digital Transformation 77

IBM Big Data Hub

SEPTEMBER 6, 2023

Content generation: The recent launch of OpenAI’s generative AI platform ChatGPT in November of 2022 has prompted a flood of new use cases for AI. Search engine optimization (SEO): Deploying an AI solution to enhance search engine optimization (SEO) helps marketers increase page rankings and develop more sound strategies.

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Marketing Technology Advertising ROI 89

CIO Business Intelligence

JULY 13, 2023

in late 2022; and Slack increased prices by 8%-9% around the same time. Salesforce, according to a company blog post published on Tuesday, said that it would be increasing prices across Sales Cloud, Service Cloud, Marketing Cloud, Industries, and Tableau by an average of 9% from August, after seven years of no price hikes.

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IT Enterprise Software Marketing 95

IBM Big Data Hub

MAY 26, 2023

Cloud computing offers the potential to redefine and personalize customer relationships, transform and optimize operations, improve governance and transparency, and expand business agility and capability. Cloud is transforming the way life sciences organizations are doing business.

Consulting 84

Consulting Cost-Benefit Optimization Machine Learning 84

CIO Business Intelligence

OCTOBER 23, 2023

To get the compute resources they need while also optimizing energy efficiency, some enterprises—and the service providers they partner with—look to position data centers in colder environments, far away from major population centers. To do this, they must strategize for sustainability globally while designing and building locally.

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Enterprise Digital Transformation Strategy Data Processing 124

Cloudera

OCTOBER 6, 2022

Gartner : “Digital transformation can refer to anything from IT modernization (for example, cloud computing), to digital optimization, to the invention of new digital business models.”. CIO blog post : “Digital transformation is a foundational change in how an organization delivers value to its customers.”.

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Digital Transformation Cost-Benefit Data Lake Machine Learning 84

Jedox

APRIL 2, 2020

In this blog post, we’ll dig deeper into digital native, cloud native, and how it will influence the work of FP&A professionals. Leading global analyst firm IDC states that 90% of all enterprises will build cloud native environments by 2022 to be able to thrive in the digital economy. Digital Transformation , anyone?)

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Digital Transformation Uncertainty Reporting Optimization 89

IBM Big Data Hub

JUNE 30, 2023

Facts about retail supply chains According to the IBM Institute for Business Value’s 2022 consumer report Consumers want it all : 82% of consumers would choose a more environmentally friendly delivery option, even if it costs more 73% of consumers said that traceability is important to them. Checking all these boxes is no small feat.

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Consulting Advertising Optimization Data-driven 68

DataRobot Blog

JUNE 1, 2022

Join DataRobot and leading organizations June 7 and 8 at DataRobot AI Experience 2022 (AIX) , a unique virtual event that will help you rapidly unlock the power of AI for your most strategic business initiatives. Explore nine great reasons to join DataRobot AIX 2022. AI Success Stories from Global Organizations.

Machine Learning 119

Machine Learning Data-driven Risk Management Risk 119

The Unofficial Google Data Science Blog

APRIL 23, 2024

This blog post discusses such a comprehensive approach that is used at Youtube. If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP).

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Experimentation Optimization Uncertainty Metrics 52

Cloudera

JANUARY 5, 2023

Faced with even more pressure to remain resilient and agile amid looming global economic threats, Asia-Pacific (APAC) region businesses are looking to further mobilize emerging technologies such as artificial intelligence (AI) and machine learning that will optimize operational efficiencies and cost savings. .

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Cost-Benefit Business Objectives Machine Learning Data Architecture 52