DataRobot Blog

DECEMBER 7, 2019

Using the DataRobot’s automated machine learning platform and data from numerous sources ranging from MLB payrolls, to free agent signings, to historical player performance, we built an array of AI models to tell us specific details about how this free agent market would play out, showing contract values, terms, and destinations for every player.

Machine Learning 52

Machine Learning Forecasting Metrics Modeling 52

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 109

Analytics Digital Transformation Risk Forecasting 109

bridgei2i

APRIL 23, 2020

Still, with the COVID-19 pandemic infecting 2,475,723 and 169,151 dead in its wake till Apr 23, 2020, most businesses are slowing down and experiencing tremendous losses due to restrictions imposed on the movement of goods and people, lockdowns and regulatory compliance. Understanding & Managing Risks. Forced Moratorium on Loans.

Risk 52

Risk Management Scorecard Forecasting 52

IBM Big Data Hub

MAY 6, 2024

For instance, the FDA released guidance in November 2020 titled, “Enhancing the diversity of clinical trial populations.” Enter the age of data-driven protocol assessment: using benchmarking tools and predictive modeling to gauge protocol intricacies and forecast eligible patient numbers, which then inform protocol adjustments.

Advertising 57

Advertising Data-driven Optimization Strategy 57

Smart Data Collective

OCTOBER 13, 2020

They found that predictive analytics algorithms were using social media data to forecast asset prices. Predictive analytics have become even more influential in the future of altcoins in 2020. But it’s clear they need help in choosing the best altcoins to buy from the more than 2000 high-risk cryptocurrencies available.

Predictive Analytics 100

Predictive Analytics Analytics Forecasting Marketing 100

IBM Big Data Hub

AUGUST 7, 2023

This article, part of the IBM and Pfizer’s series on the application of AI techniques to improve clinical trial performance, focuses on enrollment and real-time forecasting. Efficient clinical trial site selection continues to be a prominent industry-wide challenge. To do so they require data, which is in no shortage.

Optimization 62

Optimization Forecasting Data-driven Strategy 62

Jedox

SEPTEMBER 3, 2020

The depth and breadth of the 2020 crisis caught many unaware. The new normal introduced new risks from employee health and safety, supply chain stress and government mandates – all with working capital implications. Many pre-crisis business assumptions and planning models became outmoded overnight.

Uncertainty 81

Uncertainty Forecasting Digital Transformation Risk 81

Jedox

JANUARY 29, 2019

In today’s organizations, the role of financial controlling or FP&A is not only to provide financial insights so business partners can make better decisions, but it is also to lead the way towards a more mature use of analytics technology including predictive analytics for sales forecasting. Predictive Analytics for Sales Forecasting.

Predictive Analytics 41

Predictive Analytics Forecasting Sales Analytics 41

CIO Business Intelligence

SEPTEMBER 6, 2022

When Steve Pimblett joined The Very Group in October 2020 as chief data officer, reporting to the conglomerate’s CIO, his task was to help the enterprise uncover value in its rich data heritage. The whole company rebranded as Very in 2020, the year Pimblett joined. You know, good old DBAs, modelers, and analysts.”.

IT 95

IT Forecasting Data Lake Enterprise 95

Jet Global

NOVEMBER 23, 2020

In this model, your monthly income is split into the following categories: 50 percent for needs, 30 percent for wants, 20 percent for debts and savings. As a CFO, it is your job to address the financial risk of your business. Strategize your hiring practices using real-time insights from a headcount ratio model.

KPI 52

KPI Finance Dashboards Data Processing 52

Andrew White

JANUARY 12, 2021

Predicts 2021: Data and Analytics Leaders Are Poised for Success but Risk an Uncertain Future : By 2023, 50% of chief digital officers in enterprises without a chief data officer (CDO) will need to become the de facto CDO to succeed. By 2023, ERP data will be the basis for 30% of AI-generated predictive analyses and forecasts.

Analytics 144

Analytics Metadata Enterprise Data-driven 144

DataRobot

FEBRUARY 9, 2021

Changes in customer patterns, novel areas of risk, and new workplace habits are causing financial services executives to think hard about banking’s evolution. In the United States, in addition to payment holidays, a $3 trillion stimulus bill helped ease the economic pain of layoffs that took place in the spring of 2020.

Forecasting 52

Forecasting Risk Digital Transformation Machine Learning 52

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. This model is used in various industries to enable seamless data integration, unification, analysis and sharing. standards modeled in a knowledge graph!

Manufacturing 83

Manufacturing Cost-Benefit Knowledge Discovery Optimization 83

Smart Data Collective

SEPTEMBER 30, 2021

Drought Risk Assessment and Prediction. One such example of AI being used for prediction of high impact weather events is the Gradient Boosted Regression Trees (GBRT) algorithm, in which it was found that in 75% of cases, AI-based forecast was chosen over human intuition by professional forecasters. Wildlife Conservation.

Machine Learning 121

Machine Learning Cost-Benefit Optimization Forecasting 121

Smart Data Collective

AUGUST 24, 2022

In 2020, Sudheer Palakurla, a software engineer that earned his Masters Degree from Bournemouth University, wrote a paper on the benefits of using predictive analytics to anticipate bitcoin price patterns based on historic price data. Predictive analytics models with these algorithms can be useful for forecasting future bitcoin prices.

Predictive Analytics 112

Predictive Analytics Analytics Marketing Analytics Technologies 112

Rita Sallam

APRIL 2, 2023

In 2020, we analyzed population health data. Qlik Key Findings: In the US alone, there’s $367 billion in agricultural commodities at risk to flooding in the US alone. A large part of under-developed Asian countries ranging from Bangladesh to Vietnam are at high risk of flooding events. In 2000, the Netherlands had 8.5

Optimization 52

Optimization Machine Learning Insurance Risk 52

bridgei2i

MAY 26, 2020

By allowing that, they could have a steady demand forecast based on sensing algorithms and react faster to such events. He has delivered hundreds of millions of dollars of impact to his clients in High-Tech CPG and Manufacturing Industries, particularly in the areas of demand forecasting, inventory and procurement planning. Transcript.

Enterprise 131

Enterprise Management Forecasting Manufacturing 131

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

CIO Business Intelligence

AUGUST 17, 2022

The 2022 KPMG Fraud Outlook report “A Triple Threat Across the Americas” affirmed the increasing challenges; 77% of respondents to the KPMG survey say their cyber risk will grow over the next year. The evidence that enterprises want the “autonomous” component to be built into storage platforms underscores what we forecasted for 2022.

Enterprise 110

Enterprise Cost-Benefit Snapshot Data-driven 110

Smart Data Collective

APRIL 22, 2020

Predicting Community and Individual Risk of Infection. Predicting an individual’s risk of infection — and better understanding the risk factors involved — is vital in a situation like this. Each of the factors named above, like age and pre-existing conditions, plays a role in these analytical models.

Big Data 111

Big Data Machine Learning Risk Interactive 111

Smart Data Collective

FEBRUARY 2, 2021

In 2020, the size of the global Big Data market reached 56 billion, and it’s on track to exceed 103 billion by 2027. By tracking patients’ health, drug interactions, and forecasting their needs, Big Data helps medical institutions deliver targeted solutions. Big Data is more than a trend or a buzzword. Public services.

Big Data 85

Big Data Recreation/Entertainment Cost-Benefit Finance 85

Smarten

NOVEMBER 19, 2018

Today’s self-serve predictive analytics and forecasting tools are designed to support business users and data analysts alike. Predictive analytics is the process of forecasting or predicting business results for planning purposes. What is Predictive Analytics?

Business Objectives 40

Business Objectives Predictive Analytics Analytics Forecasting 40

Anmut

NOVEMBER 10, 2020

Those are the words of the International Energy Agency’s Executive Director, Faith Birol, speaking in 2020. 2020 has seen an acceleration of the carbon-neutral agenda. Fast-forward to 2020 and Ørsted is now the ‘most sustainable company in the world’. Big Oil is facing a shake-up like never before. A clear company vision?

Forecasting 52

Forecasting Data-driven Advertising ROI 52

bridgei2i

JUNE 3, 2020

The Boston Consulting Group’s Consumer Sentiment Survey during March, 2020, has offered insights into how consumer sentiment has changed in major markets and how it is reflected in demand for consumer durables. How consumer sentiment is changing. Consumer sentiment has turned more pessimistic in the US, France, and the UK.

Technology 92

Technology Digital Transformation Recreation/Entertainment Manufacturing 92

IBM Big Data Hub

JULY 19, 2023

Other use cases where generative AI models can help life sciences organizations unleash competitive advantage are: Summarization : call center interactions, documents such as financial reports, analyst articles, emails, news, media trends and more. Supply Chain: Demand forecasting, supply chain optimization, risk assessment and mitigation.

Consulting 66

Consulting Machine Learning Manufacturing Optimization 66

CDW Research Hub

JANUARY 31, 2020

Everyone from Gartner to ZDNet, and nearly every technology vendor in between, has been busy forecasting the top trends for cybersecurity in 2020. Sirius partners with technology providers like Imperva that can provide platform defense in the cloud, on-premises, or with hybrid models.

IT 52

IT IoT Cost-Benefit Testing 52

Smart Data Collective

JULY 2, 2019

One of the greatest challenges facing modern society is turning the page on current energy models. The advocates of the “green” model are relying on climate change and increased competition from the renewable market to find new ways to increase production capacity and efficiency. The energy sector is under review.

Data Analytics 76

Data Analytics Internet of Things Analytics Big Data 76

bridgei2i

JULY 8, 2020

They discuss the impact of the pandemic on enterprises and the need to adopt parallel windows – a short term window to get an enterprise’s operational system up and running as effectively as possible, and a medium-term outlook to mitigate the supply chain shocks and risks. Can we model the impact for such structural shocks?

Digital Transformation 132

Digital Transformation Enterprise Insurance Risk 132

Jedox

APRIL 23, 2020

This includes encompassing territory planning, quota planning, calculation of sales compensation, publishing commission statements, sales forecasting, commission accruals, management reports and analytics. According to Gartner’s 2020 SPM report, 40% of B2B companies with over 100 salespeople will have an SPM solution in place by 2022.

Sales 52

Sales Management B2B Dashboards 52

Jet Global

JUNE 22, 2023

Recommended Post: [link] As a CFO, it is your job to address the financial risk of your business. This blog post talks about the benefits of having an external CFO conduct risk analysis on your business for you. Strategize your hiring practices using real-time insights from a headcount ratio model.

KPI 105

KPI Finance Dashboards Digital Transformation 105

Jet Global

APRIL 2, 2020

Unless you operate in a few privileged industries, you will likely contend with declining revenues this quarter and next, making it incumbent on the accounting team to adjust plans and forecasts accordingly. For all intents and purposes, every plan for 2020 needs to be re-evaluated and likely heavily revised.

Finance 64

Finance Forecasting Uncertainty Sales 64

The Unofficial Google Data Science Blog

NOVEMBER 17, 2020

by TAMAN NARAYAN & SEN ZHAO A data scientist is often in possession of domain knowledge which she cannot easily apply to the structure of the model. On the one hand, basic statistical models (e.g. On the other hand, sophisticated machine learning models are flexible in their form but not easy to control.

Machine Learning 108

Machine Learning Deep Learning Modeling Interactive 108

Jedox

OCTOBER 8, 2020

Though only twelve years ago, it truly highlighted the difference between possibility and probability and the danger and impact of tail risk. Join me on Thursday, October 29, 2020 at 1:15pm ET for a webinar where we’ll discuss in more depth what The New Normal for FP&A looks like and the lessons learned in this process.

Uncertainty 75

Uncertainty Cost-Benefit Unstructured Data Data-driven 75

CIO Business Intelligence

MARCH 22, 2022

At Fractal, Tiwari will be responsible for the company’s digital transformation and overseeing IT operations, cybersecurity, and risk management. . In his 20 years’ experience in IT, Verma has led work on security, risk compliance, IoT, RPA, cloud, and business continuity planning. He will be based in Gurugram.

Internet Publishing and Broadcasting 98

Internet Publishing and Broadcasting Digital Transformation Insurance Recreation/Entertainment 98

Andrew White

APRIL 12, 2021

Digitalization also demands different data and analytics strategies, culture, skills, governance practices, organizational models and cultures. We unveiled our research direction with respect to digital here with this new note: Use Decision Modeling to Capitalize on Business Moments. WSJ, Dec 5-6, 2020: You Have to Take Jumps. “I

Analytics 59

Analytics Data-driven Publishing Digital Transformation 59

Smarten

MARCH 19, 2019

In today’s competitive business market, every senior executive looks at risk, value and calculations like return on investment (ROI) and total cost of ownership (TCO) before approving a budget. As business organizations fight for competitive advantage, funding for projects and large expenditures can fall by the wayside.

ROI 40

ROI Analytics Cost-Benefit Predictive Modeling 40

bridgei2i

JUNE 30, 2020

And the customers are avoiding the risk of exposure. We have seen a 38 percent decrease in mobile units shipped in February 2020, which is a year-over-year drop due to supplies chain disruption alone. The pre-COVID-19 forecasts are no longer kind of valid as the pandemic has entirely disrupted the market. Thank you, Suvodip.

Enterprise 98

Enterprise Technology Digital Transformation Manufacturing 98