The Unofficial Google Data Science Blog

JULY 11, 2017

Forecasting (e.g. Time series data are having something of a moment in the tech blogs right now, with Facebook announcing their "Prophet" system for time series forecasting (Taylor and Letham 2017), and Google posting about its forecasting system in this blog (Tassone and Rohani 2017).

Forecasting 64

Forecasting Statistics Modeling Software 64

Andrew White

MARCH 6, 2021

Given that the article is published in the Exchange section those implications are related to business and finance. The real problem is its inability to forecast the inflation rate at all, and its use of the levers that impact it. How do we frame our short-term decisions given all these uncertainties? We guess. We use models.

Marketing 52

Marketing Forecasting Uncertainty Strategy 52

Insight

FEBRUARY 19, 2020

Photo by Roberto Nickson on Unsplash Much effort has been spent understanding and forecasting the success of movies (e.g., I wanted to note that my technique to predict ROI and ROI uncertainty is designed to supplement but not supplant the creative decision-making process.

Risk 67

Risk ROI Modeling Metrics 67

Sisense

APRIL 13, 2020

There is a treasure trove of market, culture, and management guidance published for business executives. We cannot forecast a black swan appearance, but we can try to predict which companies will survive — those that have strong fundamentals, infrastructure, and culture.

Uncertainty 83

Uncertainty Marketing Digital Transformation Forecasting 83

Smart Data Collective

FEBRUARY 14, 2023

Last year, Xiafei Li and his two colleagues in China published a study in the Annals of Operations Research on the ability to forecast stock market volatility with predictive analytics models. Many of these tools also use predictive analytics to forecast future asset prices with their valuation models.

Predictive Analytics 121

Predictive Analytics Management Analytics Risk 121

Alation

SEPTEMBER 29, 2021

It’s been one year since we’ve started publishing the Alation State of Data Culture report, and uncertainty still remains the only sure thing. They include missing out on new revenue opportunities, poorly forecasting performance, and making bad investments. There are an abundance of consequences from ignoring data.

Reporting 69

Reporting Uncertainty Data-driven Data Governance 69

Sisense

DECEMBER 13, 2021

Forecasting consumer trends. This insight can inform future partnerships, and reduce uncertainty about which services will be most relevant and useful. This blog was originally published on Narmi’s site here: [link]. But to do that, they need to first know the basics about their users’ habits.

Data-driven 59

Data-driven IT Business Intelligence Cost-Benefit 59

Jedox

AUGUST 20, 2020

But as the current market uncertainty continues, CFOs need to refresh their approach to achieving cash and cost transparency. Help to fast track your CFOs in achieving the holy grail of financial planning — integrated financial planning — by addressing the top three tasks, including month-end reporting, forecasting and budgeting.

Uncertainty 52

Uncertainty Marketing Forecasting Finance 52

Jet Global

JUNE 17, 2024

Cash flow projections (also known as cash flow forecasting ) is the process of estimating and predicting the cash inflows, cash outflows, and cash balance a business can expect over a specific period of time, typically in the short- to medium-term.

Forecasting 52

Forecasting Finance Sales Cost-Benefit 52

Jet Global

JANUARY 31, 2022

In most companies, planning, budgeting, and forecasting processes are fairly well-established, but just because you’ve always done things a certain way doesn’t mean you can’t improve them. That, in turn, helps leaders to plan effectively for a range of circumstances, allowing for greater flexibility to accommodate uncertainty.

Forecasting 52

Forecasting Recreation/Entertainment Finance Cost-Benefit 52

Jet Global

JUNE 21, 2024

The 2020s have been a decade marked by uncertainty. The uncertainty we’ve faced these past few years doesn’t appear to be going away anytime soon, and businesses need to be able to not only respond quickly to change, but to actively plan for it.

Uncertainty 52

Uncertainty Modeling Forecasting Reporting 52

Jet Global

APRIL 13, 2023

In periods of economic uncertainty, financial planning and analysis (FP&A) teams become more important than ever. Organizations depend on FP&A teams to provide accurate forecasts that enable continued success. For example, an initial forecast is set for four quarters of a year.

Forecasting 52

Forecasting Uncertainty Finance Reporting 52

Jet Global

FEBRUARY 2, 2023

Due to the Infrastructure Investment and Jobs Act of 2022 in the United States, nonresidential construction is expected to continue expanding despite expected uncertainty in 2023. The Construction Products Association’s (CPA) Autumn Forecast predicts the construction market in the UK will fall by 3.9% trillion worldwide by 2030.

Uncertainty 52

Uncertainty KPI Reporting Measurement 52

Jet Global

OCTOBER 18, 2021

Factory shutdowns, shipping bottlenecks, and shortages of raw materials have led to substantial uncertainty for businesses seeking to address the vicissitudes of supply-side availability. The “What” and “Why” of Demand Planning and Forecasting. Demand forecasting is about predicting potential spikes or troughs in demand.

Forecasting 52

Forecasting Recreation/Entertainment Sales Finance 52

Jet Global

JULY 14, 2022

Cash Flow Forecast. Your cash flow forecast, the ultimate goal of cash flow planning, represents cash flow for your company in a given future time period, usually 12 months. You have several ways to forecast your cash flow, which benefits your business so you can be ready for difficulties ahead when they actually happen.

Finance 52

Finance Cost-Benefit Measurement Sales 52

Jet Global

NOVEMBER 16, 2021

It means that a large portion of assets are financed by debt, which implies a higher rate of return for the owners but creates uncertainty around returns to shareholders. A high financial leverage ratio means more money is owned outside of the firm.

Metrics 84

Metrics Reporting Key Performance Indicator KPI 84

Jet Global

OCTOBER 4, 2021

In a fast-moving world where virtually every business is struggling to meet customer demand amid supply-chain uncertainty, rapid delivery times are more important than ever. If a large number of returns came about due to a defective product, then you may have some serious quality issues. #8. On-Time Delivery.

Management 96

Management KPI Metrics Recreation/Entertainment 96

Jet Global

AUGUST 18, 2023

This year, companies worldwide find themselves navigating constant market uncertainty, needing to accomplish more with less resources, and preparing for a potential recession. Challenge 1: Budgetary restraints Due to market uncertainty, businesses are treating their budgets with more scrutiny.

Finance 52

Finance Reporting Uncertainty Operational Reporting 52

Jet Global

JULY 28, 2023

Here, we discuss how factors like market uncertainty and IT dependence impact finance teams throughout EMEA. The State of Finance in EMEA Finance teams worldwide have been deeply impacted by market uncertainty. In a market defined by uncertainty, automation helps to bridge efficiency gaps.

Finance 52

Finance Uncertainty Reporting Forecasting 52

Jet Global

JULY 28, 2023

No matter what industry you’re in, the ability to quickly and accurately forecast budgets is key to keeping your business healthy and successful. It’s challenging to balance the costs and demands of those trends without accurate and robust forecasting capabilities.

Forecasting 52

Forecasting Sales Dashboards Data-driven 52

Jet Global

JUNE 28, 2022

The digitalization of tax and operational transfer pricing processes can have a huge impact on a multinational company’s ability to efficiently forecast and report its tax liability. We’re also seeing greater volatility in global events, uncertainty in global trade policies, and more. Download Now. A unified view is critical.

Software 52

Software Forecasting Reporting Finance 52

Jet Global

OCTOBER 14, 2022

Inability to properly budget and forecast. Citing supply chain challenges, the International Monetary Fund reduced its forecast for global economic growth from 4.9% With easily configurable reports, connected directly to source data, you can strengthen inventory forecasting and plan even farther ahead. Inefficiency.

Finance 52

Finance Reporting Operational Reporting Forecasting 52

Jet Global

SEPTEMBER 22, 2022

Organizations need the ability to efficiently plan for uncertainty and respond to these fluctuations in the market. Scenario planning also adds to the accuracy of forecasting, with 54 percent of scenario planners able to forecast to within plus or minus five percent of earnings and revenue. Automated workflows.

Modeling 52

Modeling Forecasting Finance Uncertainty 52

Jet Global

NOVEMBER 10, 2021

It began with the arrival on scene of a pandemic, but has since been followed by ongoing supply chain uncertainty, price volatility, and disruption to the workforce. Change is inevitable, and budgeting methodologies that can easily accommodate variability can be an asset during times of particular uncertainty.

Enterprise 52

Enterprise Recreation/Entertainment Finance Reporting 52

Jet Global

NOVEMBER 7, 2023

If any one word could encapsulate 2023, it would be “uncertainty.” The need for greater efficiency and more accurate forecasting led CFOs to re-evaluate the tools and processes on hand and their ability to overcome skills shortages and drive agility.

Finance 52

Finance Uncertainty Reporting Forecasting 52

Jet Global

JUNE 10, 2022

Compliance costs are expected to be fairly significant, and uncertainty abounds. Longview is also backed by insightsoftware’s team of global experts, with experience in tax forecasting and reporting for midsize and large corporations dating back to 1994. The learning curve may be steep.

Forecasting 52

Forecasting Reporting Finance Software 52

Jet Global

AUGUST 31, 2022

Other elements of change include IFRS 16/17 and parallel modifications to lease accounting under US GAAP, political uncertainty, a push toward higher tax rates and increased enforcement, and rising inflation. BEPS represents a change in global taxation, but it isn’t the only change.

Software 52

Software Reporting Forecasting Finance 52

Jet Global

AUGUST 20, 2024

The cloud offers numerous benefits, including scalability, flexibility, and cost savings, but the uncertainty surrounding data security protocols and potential vulnerabilities can cause hesitation. Entrusting your sensitive data to a cloud environment can be a leap of faith.

Cost-Benefit 52

Cost-Benefit Reporting Enterprise Consulting 52

Jet Global

SEPTEMBER 1, 2023

Uncertainties in supply chains and operational disruptions, caused by global events, can affect the assessment of risks and uncertainties. Economic fluctuations, regulatory shifts, and market volatility will impact financial results and necessitate thorough explanations in disclosures to provide context for stakeholders.

Management 52

Management Finance Reporting Uncertainty 52

Jet Global

APRIL 26, 2022

Finance teams that embrace this strategic imperative and equip themselves with the right tools will play a pivotal role, driving successful business results amid disruption and uncertainty. Now, as uncertainty continues, that strategic financial perspective is just as important. The Challenge to Do More With Less.

Finance 52

Finance Reporting Uncertainty Software 52

Jet Global

DECEMBER 8, 2023

Sustaining growth amidst economic uncertainty demands immediate, clear insights from your SAP data to inform strategic decision-making. Previous issues such as technology adoption and data constraints have reduced in priority, while budgetary limitations and skill gaps on teams have emerged as more urgent concerns.

Finance 52

Finance Reporting Management Software 52

Jet Global

OCTOBER 1, 2024

Current economic uncertainty and ongoing market instability have created a cautious environment, making it difficult for organizations to justify the substantial investment required for a complete migration away from their legacy systems.

Finance 52

Finance Strategy Reporting Optimization 52

Jet Global

FEBRUARY 5, 2024

Top Reasons for a Heavy Carbon Footprint From Your Supply Chain Keeping supply chains operating seamlessly in geopolitical and economic uncertainty is not a new challenge for global manufacturers, though it may feel like supply chain turbulence has become the new normal.

Optimization 52

Optimization Operational Reporting Manufacturing Reporting 52

Jet Global

JANUARY 30, 2024

With inflation squeezing payrolls and traditional stock options losing their luster, ESPPs provide a tangible opportunity for employees to share in company success and hedge against financial uncertainties. But here’s the catch: not all ESPPs are created equal.

Reporting 52

Reporting Management Optimization Software 52

Jet Global

JULY 13, 2023

Sage ERPs equip finance professionals with out-of-the-box reporting functionality as a level up from manual reporting, but what if you need more power to navigate through constantly changing regulations and market uncertainty? This needlessly occupies valuable time you could devote instead to analysis and forecasting.

Finance 52

Finance Reporting Software Forecasting 52

Jet Global

MAY 24, 2022

Businesses around the globe are struggling to do more with less as budgets tighten, uncertainty looms, and talented workers can be scarce. Imagine that you want to look at sales forecasts, the current sales pipeline, year-to-date sales and prior years’ sales to understand how the company is performing relative to committed targets.

Finance 52

Finance Reporting Sales Software 52

Jet Global

JANUARY 31, 2022

As a result, sub-trends such as real-time reporting, robotics and AI, more regular forecasting, and self-service reporting via dashboards, have all gathered pace. Unstable supply chains and uncertainty about future domestic tax rates have added to the challenges faced by transfer pricing teams in recent times.

Finance 52

Finance Technology Recreation/Entertainment Reporting 52