The Unofficial Google Data Science Blog

DECEMBER 4, 2019

ln this post he describes where and how having “humans in the loop” in forecasting makes sense, and reflects on past failures and successes that have led him to this perspective. Our team does a lot of forecasting. It also owns Google’s internal time series forecasting platform described in an earlier blog post.

Forecasting 115

Forecasting Data Science Statistics Uncertainty 115

David Menninger's Analyst Perspectives

NOVEMBER 12, 2024

One new and interesting topic covered at the event was process mining, which Infor is introducing in its various cloud suites. Process mining analyzes event data from the logs of software applications to understand how processes are designed to perform and how they actually perform.

Finance 130

Finance Prescriptive Analytics Cost-Benefit Manufacturing 130

CIO Business Intelligence

NOVEMBER 27, 2024

Recent research shows that 67% of enterprises are using generative AI to create new content and data based on learned patterns; 50% are using predictive AI, which employs machine learning (ML) algorithms to forecast future events; and 45% are using deep learning, a subset of ML that powers both generative and predictive models.

Data Architecture 128

Data Architecture Cost-Benefit Machine Learning Experimentation 128

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 Data-driven Risk Management Risk 119

CIO Business Intelligence

NOVEMBER 22, 2024

MIT event, moderated by Lan Guan, CAIO at Accenture. People recognize how tectonic this shift is … and people are jumping in,” said Heidi Messer, a VC and co-founder of gen AI startup Collective[i], which offers a financial forecasting service. “We

Unstructured Data 136

Unstructured Data Testing Modeling Enterprise 136

AWS Big Data

APRIL 11, 2023

Forecasting is another critical component of effective inventory management. However, forecasting can be a complex process, and inaccurate predictions can lead to missed opportunities and lost revenue. However, forecasting can be a complex process, and inaccurate predictions can lead to missed opportunities and lost revenue.

Forecasting 96

Forecasting Management IoT Data-driven 96

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

IBM Big Data Hub

NOVEMBER 29, 2023

By leveraging AI for real-time event processing, businesses can connect the dots between disparate events to detect and respond to new trends, threats and opportunities. AI and event processing: a two-way street An event-driven architecture is essential for accelerating the speed of business.

Unstructured Data 84

Unstructured Data Data-driven ROI Machine Learning 84

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 158

Forecasting IT 158

DataRobot Blog

DECEMBER 15, 2022

AI-powered Time Series Forecasting may be the most powerful aspect of machine learning available today. Working from datasets you already have, a Time Series Forecasting model can help you better understand seasonality and cyclical behavior and make future-facing decisions, such as reducing inventory or staff planning.

Forecasting 81

Forecasting Modeling ROI Machine Learning 81

CIO Business Intelligence

JANUARY 21, 2025

Speaking at a university event in Taiwan, TSMC CEO and Chairman C.C. Despite these setbacks and increased costs, Wei expressed optimism during the companys recent earnings call, assuring that the Arizona plant would meet the same quality standards as its facilities in Taiwan and forecasting a smooth production ramp-up.

Manufacturing 116

Manufacturing Cost-Benefit Recreation/Entertainment Technology 116

CIO Business Intelligence

JANUARY 30, 2025

And to be fair to the now-retired Cappuccio, no one could have predicted game-changing events like a global pandemic in 2020 or the release of ChatGPT in 2022. In 2023, this percentage fell to 48%, and survey respondents forecasted that a stubborn 43% of workloads will still be hosted in corporate data centers in 2025.

Enterprise 129

Enterprise Data Processing Forecasting IoT 129

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

Rocket-Powered Data Science

MARCH 10, 2020

“While these ominous forecasts have now become a reality for our digitally drenched society, especially for the digital natives who have known no other experience, there is hope for a lifeline that we can grasp while swimming (or drowning) in that sea of data. “AI takes its cue from data.

Data Collection 248

Data Collection Digital Transformation Big Data Forecasting 248

O'Reilly on Data

JANUARY 22, 2019

Errors in analysis and forecasting may arise from any of the following modeling issues: using an inappropriate functional form, inputting inaccurate parameters, or failing to adapt to structural changes in the market. In other words, extreme events occur far more frequently than predicted by the normal distribution.

Modeling 208

Modeling Finance Uncertainty Data mining 208

CIO Business Intelligence

OCTOBER 28, 2024

Scott Bickley, advisory fellow with the firm, said, “Workday launched its Skills Cloud back in 2018, and has been a thought leader in forecasting the enterprise shift from pre-defined roles to skills-based capabilities that allow an organization to dynamically pull from a skills pool the resources best suited to a task or goal.”

IT 111

IT ROI Data-driven Forecasting 111

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

CIO Business Intelligence

APRIL 29, 2024

IDC has forecast that spending on AI solutions will grow 27% per year to $423 billion by 2027. Artificial Intelligence, Events, IT Leadership IT decision-makers know that generative AI is the most disruptive technology in decades and are budgeting accordingly. REGISTER NOW for FutureIT Boston.

Forecasting 121

Forecasting Technology IT 121

Smart Data Collective

JULY 28, 2022

The evidence demonstrating the effectiveness of predictive analytics for forecasting prices of these securities has been relatively mixed. Many experts are using predictive analytics technology to forecast the future value of bitcoin. This algorithm proved to be surprisingly effective at forecasting bitcoin prices.

Predictive Analytics 145

Predictive Analytics Analytics Forecasting Machine Learning 145

CIO Business Intelligence

SEPTEMBER 7, 2023

The first is forecasting, where AI is used to make predictions about downstream demand or upstream shortages. Moreover, algorithms can detect one or more events they recognize as precursory to failure, and then warn assembly line operators before production quality falls short. The same is true for other kinds of products.

Management 138

Management Forecasting Manufacturing Cost-Benefit 138

CIO Business Intelligence

JUNE 7, 2024

-based company, which claims to be the top-ranked supplier of renewable energy sales to corporations, turned to machine learning to help forecast renewable asset output, while establishing an automation framework for streamlining the company’s operations in servicing the renewable energy market. million in its first year, contributed a $5.5

IT 128

IT Forecasting Machine Learning Modeling 128

Sisense

JANUARY 6, 2020

Analytics and sales should partner to forecast new business revenue and manage pipeline, because sales teams that have an analyst dedicated to their data and trends, drive insights that optimize workflows and decision making. It’s like an event log of how an opportunity moves through a pipeline for a given period. Was it pushed?

Sales 91

Sales Forecasting Snapshot Management 91

David Menninger's Analyst Perspectives

OCTOBER 16, 2024

These applications, infused with contextually relevant recommendations, predictions and forecasting, are driven by machine learning and generative AI. As I noted in the 2024 Buyers Guide for Operational Data Platforms , intelligent applications powered by artificial intelligence have impacted the requirements for operational data platforms.

Internet of Things 214

Internet of Things Data-driven Data Warehouse Interactive 214

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 122

Forecasting IT Digital Transformation Machine Learning 122

CIO Business Intelligence

MAY 28, 2022

The CDP market is growing, and is forecast to reach $20.5 Amplitude CDP has been made available to Amplitude customers in an early access program this week and will be generally available later this year, the company said, adding that the platform will be free of charge for customers streaming fewer than 10 million events per month.

Advertising 126

Advertising Forecasting Data Quality Marketing 126

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

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 115

Technology Digital Transformation Forecasting Strategy 115

CIO Business Intelligence

OCTOBER 9, 2024

Given supply chain complexities involving workforce capacity, demand forecasting, supply and transportation planning, and inventory and maintenance management, Petrobras was compromised by siloed and disparate data, information gaps, and broken end-to-end (E2E) processes. That hasn’t always been easy.

Forecasting 123

Forecasting Risk Consulting Optimization 123

David Menninger's Analyst Perspectives

NOVEMBER 7, 2024

AI is also making it easier for executives and managers to rapidly forecast, plan and analyze to promote deeper situational awareness and facilitate better-informed decision-making. It is stocked with data gathered from multiple authoritative sources and available for immediate analysis, forecasting, planning and reporting.

Forecasting 130

Forecasting Machine Learning Finance Predictive Analytics 130

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 105

Forecasting Measurement Testing Technology 105

DataRobot Blog

NOVEMBER 3, 2022

Recently, new forecasting features and an improved integration with Google BigQuery have empowered data scientists to build models with greater speed, accuracy, and confidence. Forecasting is an important part of making decisions every single day. Forecasting demand, turnover, and cash flow are critical to keeping the lights on.

Forecasting 52

Forecasting Sales Modeling Data-driven 52

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.

Internet of Things 108

Internet of Things IoT Forecasting Digital Transformation 108

Smart Data Collective

OCTOBER 13, 2021

In forecasting future events. Predictive analytics is an area of big data analysis that facilitates the identification of trends, exceptions and clusters of events, and all this allows forecasting future trends that affect the business. Prescriptive analytics.

Visualization 145

Visualization Cost-Benefit Big Data Prescriptive Analytics 145

CIO Business Intelligence

MARCH 22, 2022

Two groups of researchers are already using Nvidia’s Modulus AI framework for developing physics machine learning models and its Omniverse 3D virtual world simulation platform to forecast the weather with greater confidence and speed, and to optimize the design of wind farms.

Modeling 144

Modeling Machine Learning Forecasting Optimization 144

Jet Global

JANUARY 28, 2021

Far-reaching global events are becoming ever more common disturbances for multinational enterprises (MNEs), yet their impacts remain difficult to predict and mitigate. Read our top tips on how to manage tax forecasts. Such impacts include changes to pricing, cross-border transactions, tax regimes and government assistance programs.

Software 98

Software Forecasting Finance Measurement 98

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 83

Predictive Analytics Finance Analytics Forecasting 83

CIO Business Intelligence

JULY 15, 2022

DTN is more than just a weather forecaster: It also offers decision-support services to companies in agriculture, energy, commodities, and the finance industry. The forecasting systems DTN had acquired were developed by different companies, on different technology stacks, with different storage, alerting systems, and visualization layers.

IT 111

IT Forecasting Data-driven Modeling 111