DataRobot Blog

DECEMBER 7, 2019

This blog provides a unique take on using machine learning to predict free agent signings in the off-season. Guaranteeing money to players who dramatically underperform expectations is a systematic risk in professional sports. We wanted to predict who will sign for how much, and which team will they go to. age, service time, position).

Machine Learning 52

Machine Learning Forecasting Metrics Modeling 52

erwin

OCTOBER 16, 2020

It’s certainly no secret that data has been growing in volume, variety and velocity, and most companies are overwhelmed by managing it, let alone harnessing it to put it to work. quintillion bytes of data every day, and 90% of the world’s data volume has been created in the past two years alone. Where is the data?

Internet of Things 145

Internet of Things Data-driven Uncertainty Data Governance 145

IBM Big Data Hub

MAY 6, 2024

For instance, the FDA released guidance in November 2020 titled, “Enhancing the diversity of clinical trial populations.” Optimize protocols using historical and synthetic data Complex and stringent protocols are notorious for delaying clinical trials and eroding patient engagement.

Advertising 72

Advertising Data-driven Optimization Strategy 72

IBM Big Data Hub

AUGUST 10, 2023

The rapidly evolving fintech landscape is witnessing a remarkable transformation, driven by advancements in leveraging both artificial intelligence (AI) and cloud computing technologies. Founded in the UK in 2020, MySocialPulse has continued to scale its business by leveraging both cloud and AI technologies from IBM.

Digital Transformation 69

Digital Transformation Risk Data Processing Data-driven 69

erwin

DECEMBER 3, 2020

As the amount of data grows exponentially, organizations turn to data intelligence to reach deeper conclusions about driving revenue, achieving regulatory compliance and accomplishing other strategic objectives. It’s no secret that data has grown in volume, variety and velocity, with 2.5

Metadata 141

Metadata Data Governance Data-driven Digital Transformation 141

Alation

APRIL 13, 2021

Much of his work focuses on democratising data and breaking down data silos to drive better business outcomes. In this blog, Chris shows how Snowflake and Alation together accelerate data culture. He shows how Texas Mutual Insurance Company has embraced data governance to build trust in data.

Insurance 98

Insurance Data Governance Data-driven Metrics 98

Cloudera

AUGUST 3, 2021

January 2020 is a distant memory, but for most, the early days of the pandemic was a time that will be ingrained in memories for decades, if not generations. Consider that e-commerce’s acceleration due to the pandemic saw retailers’ digital sales penetration realize 10 years of growth in just the first three months of 2020 alone. .

Analytics 108

Analytics Digital Transformation Risk Forecasting 108

erwin

OCTOBER 8, 2020

So if you’re going to move from your data from on-premise legacy data stores and warehouse systems to the cloud, you should do it right the first time. And as you make this transition, you need to understand what data you have, know where it is located, and govern it along the way. Then you must bulk load the legacy data.

Data Governance 145

Data Governance Metadata Testing Data Lake 145

IBM Big Data Hub

FEBRUARY 2, 2022

In the latest IDC market share report, IBM was ranked #1 in AI Life-Cycle Software , with the largest 2020 market share at 13.7% y/y based on the most recent data available. [1] In the latest IDC market share report, IBM was ranked #1 in AI Life-Cycle Software , with the largest 2020 market share at 13.7% and +46.6% and +46.6%

Software 52

Software Marketing Reporting Digital Transformation 52

Cloudera

APRIL 13, 2022

It means your company has automated the processes of collecting, understanding and acting on data across the board, from production to purchasing to product development to understanding customer priorities and preferences. Data collection and interpretation when purchasing products and services can make a big difference. Procurement.

Data Collection 107

Data Collection Machine Learning Strategy Data-driven 107

erwin

SEPTEMBER 3, 2020

Why should you integrate data governance (DG) and enterprise architecture (EA)? Data governance provides time-sensitive, current-state architecture information with a high level of quality. Data governance provides time-sensitive, current-state architecture information with a high level of quality.

Data Governance 144

Data Governance Enterprise Risk Data Lake 144

IBM Big Data Hub

AUGUST 9, 2023

In our blog series, we’ve debunked the following observability myths so far: Part 1: You can skip monitoring and rely solely on logs Part 2: Observability is built exclusively for SREs Observability refers to the ability to gain insights into a system’s internal behaviour based on external outputs or signals.

Metrics 66

Metrics Interactive Software Data-driven 66

DataRobot

OCTOBER 19, 2021

Over the course of this blog series, we will address five critical ways that AI can help your state solve its hardest problems—beginning with the most immediate need facing states and localities today: crisis response. Traditional predictive models do not account for anomaly detection on data reporting issues (e.g.,

Forecasting 98

Forecasting Predictive Modeling Optimization Testing 98

IBM Big Data Hub

JUNE 30, 2022

The rise of data strategy. There’s a renewed interest in reflecting on what can and should be done with data, how to accomplish those goals and how to check for data strategy alignment with business objectives. Luckily, today’s data management approaches aren’t limited by traditional constraints like location or data patterns.

Data Strategy 57

Data Strategy Strategy Business Objectives Data-driven 57

datapine

APRIL 14, 2022

“You can have data without information, but you cannot have information without data.” – Daniel Keys Moran. When you think of big data, you usually think of applications related to banking, healthcare analytics , or manufacturing. However, the usage of data analytics isn’t limited to only these fields. Discover 10.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244

Rita Sallam

APRIL 2, 2023

We explored these questions and more at our Bake-Offs and Show Floor Showdowns at our Data and Analytics Summit in Orlando with 4,000 of our closest D&A friends and family. The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms.

Optimization 52

Optimization Machine Learning Insurance Risk 52

Smart Data Collective

SEPTEMBER 22, 2021

Data breaches have become much more common in recent years. One estimate shows that over 37 billion data records were exposed last year. The risk of data breaches will not decrease in 2021. Every business out there is now forced to become an internet business, which makes them more dependent on data.

Statistics 107

Statistics Risk Measurement Software 107

Cloudera

FEBRUARY 18, 2021

We’ve written about the changes forced on the traditionally risk-averse insurance industry by COVID-19. In 2021, with the crisis hopefully fading, insurance will have time to evaluate the changes made in 2020, assessing what worked and what didn’t, and planning a new way forward rather than reacting in real time. .

Insurance 105

Insurance Digital Transformation Risk Data-driven 105

Rita Sallam

JUNE 2, 2023

We explored these questions and more at our Bake-Offs and Show Floor Showdowns at our Data and Analytics Summit in London with 3,700 of our closest D&A friends and family. We did two Bake-Offs at the Gartner Data and Analytics Summit in London last week. What Data Did We Use? The answer to the first question is: I knew it!!

Optimization 52

Optimization Insurance Machine Learning Risk 52

IBM Big Data Hub

NOVEMBER 30, 2023

Driven by accelerated hybrid cloud adoption and digital transformation efforts, the region is currently a beacon of innovation and a battleground for cyberthreats. Today, these attacks exhibit an unprecedented level of frequency, ingenuity and speed.

Cost-Benefit 73

Cost-Benefit Digital Transformation Data-driven Strategy 73

erwin

JULY 12, 2019

In light of recent, high-profile data breaches, it’s past-time we re-examined strategic data governance and its role in managing regulatory requirements. for alleged violations of the European Union’s General Data Protection Regulation (GDPR). Although the CCPA [California Consumer Privacy Act, the U.S. Complexity.

Data Governance 110

Data Governance Management Metadata Risk Management 110

Cloudera

JANUARY 26, 2022

Modern, real-time businesses require accelerated cycles of innovation that are expensive and difficult to maintain with legacy data platforms. The hybrid cloud’s premise—two data architectures fused together—gives companies options to leverage those solutions and to address decision-making criteria, on a case-by-case basis. .

Data Processing 83

Data Processing IoT Cost-Benefit Digital Transformation 83

Cloudera

MARCH 3, 2022

Whether the enterprise uses dozens or hundreds of data sources for multi-function analytics, all organizations can run into data governance issues. Bad data governance practices lead to data breaches, lawsuits, and regulatory fines — and no enterprise is immune. . Everyone Fails Data Governance. In 2019, the U.K.’s

Data Governance 96

Data Governance Enterprise Data Quality Metadata 96

erwin

JANUARY 30, 2020

I’m excited to share the results of our new study with Dataversity that examines how data governance attitudes and practices continue to evolve. Defining Data Governance: What Is Data Governance? . 1 reason to implement data governance. Constructing a Digital Transformation Strategy: How Data Drives Digital.

Data Governance 145

Data Governance Metadata Cost-Benefit Digital Transformation 145

erwin

JULY 9, 2020

LinkedIn data from 808 self-reporting enterprise architects indicates that the average enterprise architect’s salary is $146,000. In Glassdoor’s 25 Best Jobs in the UK for 2020 report , enterprise architect came out on top. The Difference Between Enterprise Architecture and Data Architecture.

Enterprise 145

Enterprise Data Architecture Data-driven Digital Transformation 145

erwin

NOVEMBER 13, 2020

Data Security & Risk Management. Data Center Consolidation. Data Governance (knowing what data you have and where it is). Data-driven business models and information-fueled business ecosystems provide the basis for new, innovative products and services. Digital Transformation. Cloud Migration.

Enterprise 131

Enterprise Digital Transformation Key Performance Indicator Data-driven 131

erwin

AUGUST 20, 2020

It provides a visual blueprint, demonstrating the connection between applications, technologies and data to the business functions they support. Reduced risks and costs. And thanks to data –our need to store and process it, and the insights it provides – such change is happening faster than ever. Data Governance.

Enterprise 140

Enterprise Cost-Benefit Risk Data Governance 140

CDW Research Hub

OCTOBER 19, 2021

The combined company would have had 2020 net sales of $20.5 One of the largest IT solutions integrators in the United States, Sirius generated 2020 net sales of $2.04 One of the largest IT solutions integrators in the United States, Sirius generated 2020 net sales of $2.04 Accelerates CDW’s service and solutions capabilities.

Uncertainty 102

Uncertainty Sales Finance Cost-Benefit 102

datapine

JUNE 15, 2023

In the past, these reports were used after a month or even a year since the data being displayed was generated. They are composed of multiple graphs and charts that not only assist you in telling a complete story of performance but also make the data more accessible and understandable for a wider audience.

Reporting 207

Reporting Cost-Benefit Dashboards Sales 207

Jet Global

JUNE 5, 2020

As such, this blog post will break the insurance industry and its KPIs down into small bite sized pieces that you can easily digest. The second is how much of the company’s growth is organic as opposed to being advertisement driven. Compiling the data and reporting it. Imagine trying to gather, manage and report all that data.

Insurance 59

Insurance Metrics Reporting KPI 59

IBM Big Data Hub

AUGUST 7, 2023

Research conducted by the Tufts Center for Study of Drug Development and presented in 2020 found that 23% of trials fail to achieve planned recruitment timelines 1 ; four years later, many of IBM’s clients still share the same struggle. AI can also empower trial managers and executives with the data to make strategic decisions.

Optimization 59

Optimization Forecasting Data-driven Strategy 59

Jedox

OCTOBER 8, 2020

We are pleased to welcome renowned finance expert Mr. Brian Kalish back to the Jedox blog. In this blog, he explains why scenario planning is now more important than ever and, most importantly, what it can and can’t do. . Not to mention eventually leveraging the 70% – 80% of data that is considered “dark”.

Uncertainty 75

Uncertainty Cost-Benefit Unstructured Data Data-driven 75

Cloudera

SEPTEMBER 10, 2021

Across the federal government, agencies are struggling to identify, organize, analyze, and act on troves of data. It’s a problem that leaders are working actively to tackle, but they’re in a race against immeasurable volumes of data that is continuously being generated in perpetuity in stores known and unknown.

Machine Learning 66

Machine Learning Statistics Data-driven Big Data 66

erwin

JANUARY 9, 2020

Enterprises are trying to manage data chaos. They also face increasing regulatory pressure because of global data regulations , such as the European Union’s General Data Protection Regulation (GDPR) and the new California Consumer Privacy Act (CCPA), that went into effect last week on Jan. GDPR: Key Differences.

Data Governance 144

Data Governance Modeling Metadata Unstructured Data 144

Ontotext

APRIL 6, 2023

Knowledge graphs are changing the game A knowledge graph is a data model that uses semantics to represent real-world entities and the relationships between them. It can apply automated reasoning to extract further knowledge and make new connections between different pieces of data. The possibilities are endless!

Manufacturing 83

Manufacturing Cost-Benefit Knowledge Discovery Optimization 83

Sisense

NOVEMBER 5, 2020

This has led to an explosion of data: Organizations of all kinds have a larger number of programs and applications feeding them more information, covering a wider array of metrics, than ever before. Seventy-four percent of respondents to a recent PWC survey plan to increase spending on HR tech in 2020. Understanding your employees.

People Analytics 85

People Analytics Analytics Digital Transformation Metrics 85

erwin

APRIL 11, 2019

Keeping up with new data protection regulations can be difficult, and the latest – the General Data Protection Regulation (GDPR) – isn’t the only new data protection regulation organizations should be aware of. A number of high-profile data breaches and scandals have increased public awareness of the issue.

Insurance 100

Insurance Data-driven Data Governance Metadata 100