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. Join the virtual event sessions in your local time across Asia-Pacific, EMEA, and the Americas. Join DataRobot AIX June 7–8.

Machine Learning 119

Machine Learning Risk Management Data-driven Risk 119

Jet Global

NOVEMBER 16, 2020

Learn how to enable complex planning and forecasting processes. In this webinar, attendees responded to a poll asking which areas of long-term forecasts are of most interest to them. Understand how to reduce tax errors and improve productivity. Discover our top tips for achieving tax agility in 2020. Cash tax payments: 13%.

Forecasting 98

Forecasting Snapshot Finance Recreation/Entertainment 98

DataRobot

APRIL 26, 2021

Demand forecasting is a common Time Series use case in DataRobot. Using historical sales data, together with data related to product features, calendar of events, and economic indicators, we can produce forecasts of future demand. We can apply more than one of these techniques in Demand Forecasting use cases.

Forecasting 59

Forecasting Sales Data-driven Modeling 59

IBM Big Data Hub

MARCH 25, 2024

As the effects of climate change intensify, extreme weather events are becoming increasingly frequent and severe. The US experienced 25 extreme weather events in 2023, each causing losses of over USD 1 billion, with a total cost of USD 73.8 These climate events have a huge potential impact on financial institutions.

Insurance 96

Insurance Forecasting Risk Risk Management 96

BizAcuity

MAY 7, 2019

To cater to these fast-changing market dynamics, the practice of demand forecasting began. Today, several businesses, especially those belonging to the FMCG sector, have sophisticated demand forecasting models in place, which help them stay ahead of the market. The Need For Demand Forecasting.

Forecasting 75

Forecasting IT Sales Statistics 75

AWS Big Data

MAY 4, 2023

This event-based pipeline triggers a customized data pipeline that is packaged in a container-based solution. All this contributes to building a scalable and cost-effective data event-driven pipeline. In addition to these benefits, Lambda allows you to configure ephemeral storage (/tmp) between 512–10,240 MB.

Data-driven 52

Data-driven Technology Cost-Benefit Machine Learning 52

BizAcuity

FEBRUARY 22, 2019

Financial analytics is becoming an important and inherent part of software applications that are being used by event industry. The emergence of new business models, the changing needs of the traditional financial departments of event industry and advancements in technology have all led to the need for financial analytics. Sponsorships.

Analytics 75

Analytics Cost-Benefit Finance Sales 75

CIO Business Intelligence

APRIL 11, 2024

IDC Kuwait CIO Summit 2024, the event for ITDMs organized by IDC will showcase how IT leaders are prepared to explore the reality of ‘The Future of IT: Rethinking Digitalization for an AI Everywhere World’ on May 13th. How do CIOs position themselves as great agents of change in their organizations? billion USD by 2024.

Technology 113

Technology Digital Transformation Forecasting Strategy 113

BizAcuity

FEBRUARY 15, 2019

Sales Analytics is used to determine the success of the previous sales drive and forecast in addition to determine how future sales will fare. Sales Analytics in Event Industry – A Perspective View. By monitoring engagement data on real time activity dashboards, event managers can see how things are shaping up across the events.

Sales 67

Sales Analytics B2B ROI 67

Jen Stirrup

FEBRUARY 9, 2024

In India, events such as India Energy Week are bringing people together to collaborate on resolving these issues. For example, India is also using AI to enhance weather forecasting and climate modelling. The Indian government is testing AI-powered climate models to improve weather forecasts across the country [3].

Forecasting 104

Forecasting Measurement Testing Technology 104

CIO Business Intelligence

JANUARY 19, 2024

More than 120 ‘flavors’ to handle When your company is dealing with today’s volatile market, a variety of products, and a supply chain covering 120+ countries – each with its own rules and processes – demand planning, including forecasting, can get a bit gut-wrenching. Such was the case with Danone.

Forecasting 120

Forecasting IT Digital Transformation Machine Learning 120

Jet Global

NOVEMBER 20, 2020

Supply chain forecasting and planning have evolved over the years into an impressive discipline that creates efficiencies and helps companies deliver their product to the right customer at the right time at a reasonable cost. Demand forecasting obviously drives much of the process. A New Set of Decision Variables.

Forecasting 59

Forecasting Sales Recreation/Entertainment Finance 59

CIO Business Intelligence

DECEMBER 7, 2023

Then there’s the southern island of Kyushu, the tail-end of Japan, which is particularly prone to increasingly frequent and more intense disasters such as heavy-rain events, typhoons, and earthquakes. With EDiSON, teams can plan disaster-prevention awareness measures with a better understanding of the potential impact of events.

IoT 106

IoT Internet of Things Forecasting Digital Transformation 106

CIO Business Intelligence

APRIL 9, 2024

That offer, though, comes with other strings attached, including being first in line for repayment, and getting a veto on any transfer of ownership of the national security activities in the event a refinancing plan is agreed. Other customers will have to take their chances.

Forecasting 104

Forecasting Finance Sales Big Data 104

IBM Big Data Hub

DECEMBER 18, 2023

Urban planning Governments use GIS data and GIS-based solutions for urban planning: zoning and land use projects, natural disaster and health event response, roadway system and building design, utility distribution, energy production, and waste and resource management.

Internet of Things 106

Internet of Things IoT Forecasting Visualization 106

The Unofficial Google Data Science Blog

APRIL 17, 2017

by ERIC TASSONE, FARZAN ROHANI We were part of a team of data scientists in Search Infrastructure at Google that took on the task of developing robust and automatic large-scale time series forecasting for our organization. So it should come as no surprise that Google has compiled and forecast time series for a long time.

Forecasting 83

Forecasting Modeling Statistics Uncertainty 83

CIO Business Intelligence

FEBRUARY 10, 2023

With the help of sophisticated predictive analytics tools and models, any organization can now use past and current data to reliably forecast trends and behaviors milliseconds, days, or years into the future. Energy: Forecast long-term price and demand ratios. Forecast financial market trends.

Predictive Analytics 145

Predictive Analytics Analytics Predictive Modeling Forecasting 145

KDnuggets

JANUARY 2, 2020

Time series forecasting is a technique for the prediction of events through a sequence of time. In this post, we will be taking a small forecasting problem and try to solve it till the end learning time series forecasting alongside.

Forecasting 144

Forecasting IT 144

IBM Big Data Hub

MARCH 27, 2024

Climate change causes extreme weather events across the world that endanger people’s lives and disrupt the businesses on which they depend. The United States saw 25 climate disaster events in 2023 with losses of more than USD 1 billion each. These events included floods, severe storms and a drought.

Risk 67

Risk Forecasting Insurance Strategy 67

Jedox

MAY 17, 2022

What Predictive Analytics Cannot Forecast. From the opening of Lloyd’s Coffee House in 1686, financial services professionals have been attempting to forecast what’s going to happen next. Whether or not the results of such forecasts beat random chance is highly dependent on the subject matter expert’s skills.

Predictive Analytics 81

Predictive Analytics Finance Forecasting Analytics 81

CIO Business Intelligence

FEBRUARY 13, 2024

Recent breakthroughs in generative AI (GenAI) are reshaping the technological landscape at an unprecedented rate, and IDC forecasts that annual worldwide spending on AI-centric systems will exceed 300 billion USD by 2026. So, what CIOs can expect from the two-day event?

Data Processing 98

Data Processing Forecasting Risk Optimization 98

IBM Big Data Hub

FEBRUARY 19, 2024

By developing contingency plans and resilient supply chains, companies can continue to operate even when unexpected events occur. Big data and predictive analytics are increasingly being used to improve forecasting accuracy, allowing businesses to respond more effectively to changes in customer needs.

Strategy 88

Strategy Management Forecasting Cost-Benefit 88

CIO Business Intelligence

MARCH 18, 2024

Firms are using smart sensors and drones, cloud technologies, ERP tools, and forecasting models to optimize supply chains and drive innovation. Companies use websites, digital platforms and social media to share information with communities, and some are also using mobile apps and organizing virtual events.

Manufacturing 117

Manufacturing Forecasting Technology Software 117

Jet Global

MARCH 17, 2020

Some companies, such as drinks brand Diageo, have declared their profit warnings, forecasting between £140-£200m profit losses this year. Some companies, such as drinks brand Diageo, have declared their profit warnings, forecasting between £140-£200m profit losses this year. . Finding a way through. Integrated approach to planning.

Forecasting 97

Forecasting Sales Marketing Finance 97

O'Reilly on Data

MARCH 27, 2019

Below you'll find links to highlights from the event. Forecasting uncertainty at Airbnb. Theresa Johnson outlines the AI powering Airbnb’s metrics forecasting platform. Watch " Forecasting uncertainty at Airbnb.". Watch highlights from expert talks covering AI, machine learning, data analytics, and more.

Uncertainty 207

Uncertainty Forecasting Data-driven Machine Learning 207

CIO Business Intelligence

FEBRUARY 15, 2024

To help earn this, at the end of each year, Ardolino prepares his own budget forecast document, which he then reviews with the CFO and CEO. In terms of investments, there’s a forecast budget we prepare at the end of the year, and the requests I made for 2023 have been granted,” he says. C-suite support for investments is essential.

Strategy 133

Strategy Digital Transformation Cost-Benefit Forecasting 133

AWS Big Data

MARCH 21, 2024

You also need longer-term access to this data for machine learning (ML) models to run predictive maintenance assessments, find optimization opportunities, and forecast demand. Store events in Amazon S3 Now you store all the raw event data in an Amazon Simple Storage Service (Amazon S3) data lake for analytics.

Data Lake 94

Data Lake Management Modeling Optimization 94

Rocket-Powered Data Science

MARCH 19, 2021

The vast scope of this digital transformation in dynamic business insights discovery from entities, events, and behaviors is on a scale that is almost incomprehensible. I hope that you find this event useful. Now things are the Internet.”. Join us on Wednesday, March 31, 2021 (11:00am PT | 2:00pm ET). Save your spot here: [link].

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

DataRobot

JANUARY 25, 2022

While a daunting prospect, time series can help solve these problems using demand forecasting and anomaly detection models. Demand forecasting allows companies to optimize the operations of their essential business units, resulting in straightforward capacity planning, inventory allocation, and product replenishment. Applications.

Forecasting 52

Forecasting Cost-Benefit Data-driven Modeling 52

AWS Big Data

MARCH 25, 2024

They can perform a wide range of different tasks, such as natural language processing, classifying images, forecasting trends, analyzing sentiment, and answering questions. For example, in a chatbot, data events could pertain to an inventory of flights and hotels or price changes that are constantly ingested to a streaming storage engine.

Data Lake 88

Data Lake Unstructured Data Management Modeling 88

CIO Business Intelligence

MARCH 6, 2024

IDC forecasts that annual worldwide spending on AI-centric systems will exceed 300 billion USD by 2026. What’s in store The 2-day event promises a bevy of sessions that will inform and educate the leaders on today’s ‘AI everywhere’ landscape.

Digital Transformation 98

Digital Transformation Strategy Manufacturing Technology 98

CIO Business Intelligence

SEPTEMBER 5, 2023

As a result, they’ve been able to generate 2,200 forecasts for 628 trucking lanes sampled from six U.S. By embracing machine learning and predictive analytics from SAP, it has been able to build predictive models for abnormal events based on sensor data and feed them into user-friendly dashboards and e-mail notifications.

Technology 103

Technology Predictive Modeling Predictive Analytics Forecasting 103

CIO Business Intelligence

JANUARY 12, 2023

Heading into 2020, there were plenty of predictions about the year ahead (not to mention detailed business plans, economic forecasts, scheduled events, and so on)—and all were rendered worthless by the pandemic. However, with all that said, I do think it’s clear that some current trends are under way that will continue in 2023.

Digital Transformation 120

Digital Transformation Interactive Forecasting Software 120

CIO Business Intelligence

NOVEMBER 20, 2023

Hotels could dynamically adjust room rates based on traffic forecasts, weather conditions, and events in the area. For example, a retailer could adjust prices on its website based on the visitor’s identity, inventory levels, and competitor prices. AI can help every step of the way.

Sales 130

Sales Cost-Benefit Manufacturing Forecasting 130

IBM Big Data Hub

SEPTEMBER 13, 2023

When the payments infrastructure is digitized, payments management, cash forecasting and other payment operations improve. That improves the clients’ overall cash forecasting, which results in their ability to move funds around and make liquidity decisions faster for innovation and growth.

Forecasting 82

Forecasting Statistics Modeling Data Processing 82

CIO Business Intelligence

JULY 5, 2022

Predictive analytics is the use of techniques such as statistical modeling, forecasting, and machine learning to make predictions about future outcomes. Forecasting: Forecasting analyzes historical data from a specific period to make informed estimates predictive of future events or behaviors. This is the purview of BI.

Business Analytics 135

Business Analytics Prescriptive Analytics Data mining Diagnostic Analytics 135

Smart Data Collective

AUGUST 15, 2022

Making Accurate Sales Forecasts. Information gathered from various channels can efficiently help managers make closer to accurate forecasts. If you know how many sales are coming in, factoring in other crucial details, like events, can give you a more straightforward way of predicting what’s to happen in the near future.

Machine Learning 114

Machine Learning Cost-Benefit Forecasting Sales 114