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

Jet Global

OCTOBER 8, 2020

The term ‘operational finance’ encapsulates the critical activities associated with order to cash, procure to pay, fixed assets, close, consolidation, and reporting. By finely tuning its AR reporting capabilities, a business can enjoy greater financial stability and predictability – something much needed in the current climate.

Finance 98

Finance Reporting Forecasting Metrics 98

IBM Big Data Hub

MAY 24, 2023

In an era of evolving consumer preferences and economic uncertainties, the beverage industry stands as a vibrant reflection of changing trends and shifting priorities. This intriguing juxtaposition highlights the resilient nature of consumers and their desire to seek moments of joy and comfort.

Digital Transformation 84

Digital Transformation Consulting Data-driven Uncertainty 84

CIO Business Intelligence

SEPTEMBER 20, 2023

They are afraid of failure and the uncertainty of knowledge work, and so that’s stressful. Agile is an amazing risk management tool for managing uncertainty, but that’s not always obvious.” The key is recognizing that planning must be an agile discipline, not a standalone activity performed independently of agile teams.

Digital Transformation 135

Digital Transformation Uncertainty Metrics Business Objectives 135

Jet Global

MARCH 27, 2020

Now that every industry is facing a prolonged period of uncertainty, having access to accurate, up-to-date information is more critical than ever. With so much uncertainty on the horizon, everyone in the construction industry needs to be at the top of their game , especially in terms of finance and accounting.

Uncertainty 64

Uncertainty Metrics Finance Measurement 64

Jet Global

JULY 21, 2020

Alongside the P&L and balance sheet, the statement of cash flows is the third (and sometimes overlooked) report in the triad of basic financial statements. Many companies build their cash flow projections around that same report structure, adjusting for any significant upcoming changes that could affect cash. Forecast Frequently.

Management 64

Management Sales Forecasting Measurement 64

CIO Business Intelligence

OCTOBER 18, 2023

If anything, 2023 has proved to be a year of reckoning for businesses, and IT leaders in particular, as they attempt to come to grips with the disruptive potential of this technology — just as debates over the best path forward for AI have accelerated and regulatory uncertainty has cast a longer shadow over its outlook in the wake of these events.

Risk 141

Risk Manufacturing Enterprise Technology 141

Sisense

MARCH 24, 2020

Now is the time to apply the full force of business intelligence used by analytics teams to help navigate growing uncertainty. Predict: Lastly, look to forecast trends in supply and demand and track fast-moving changes in leading indicators. Integrate data to understand revenue drivers. Efficiently focus resources.

Analytics 94

Analytics Sales Forecasting Business Intelligence 94

Jet Global

SEPTEMBER 10, 2020

Living through periods of rapid upheaval and uncertainty, like the recent pandemic, forces us to adapt quickly to new working practices. Forward-looking enterprises that are achieving better outcomes have already quickly reworked forecasts on supply chains, materials, and costs. Navigating Your Transition to xP&A.

Forecasting 52

Forecasting Finance Uncertainty Sales 52

CDW Research Hub

OCTOBER 19, 2021

However, CDW has not completed its reconciliation of Sirius’ non-GAAP financial measures to its non-GAAP financial measures, and any future reconciliation may be material. These statements relate to analyses and other information, which are based on forecasts of future results or events and estimates of amounts not yet determinable.

Uncertainty 102

Uncertainty Sales Finance Cost-Benefit 102

Sisense

SEPTEMBER 9, 2019

We fed Kraken (BigSquid’s predictive analytics engine) information about historical warranty costs, claims, forecasts, historical product attributes, and attributes of the new products on the roadmap. And we could easily visualize how a fix could impact our warranty claim forecast. Full circle data experience: achieved.

Predictive Analytics 75

Predictive Analytics Predictive Modeling Forecasting Data-driven 75

bridgei2i

JUNE 3, 2020

Consumers feel threatened by the prolonged uncertainty, not having had to deal with anything like it, in their lives. Difficulties in forecasting & planning: Pre-COVID forecasts are no longer valid as the pandemic has entirely disrupted the market and enterprises would need to work on new models to predict KPIs.

Manufacturing 52

Manufacturing Forecasting Uncertainty Digital Transformation 52

CIO Business Intelligence

APRIL 28, 2024

However, new energy is restricted by weather and climate, which means extreme weather conditions and unpredictable external environments bring an element of uncertainty to new energy sources. It was the solution of choice to achieve an observable, measurable, adjustable, controllable and traceable low-voltage side. HPLC can deliver 99.9%

Interactive 95

Interactive Uncertainty Data Collection IoT 95

Jet Global

NOVEMBER 16, 2021

This, in turn, has led some governments to adopt unilateral measures as a single, centralized agreement is finalized. The need to prepare for eventual change, whether it emerges from regional or global initiatives, means that MNEs should be focused on what it will mean for their tax planning and forecasting processes. Download Now.

Advertising 97

Advertising Forecasting Uncertainty Risk 97

BI-Survey

FEBRUARY 14, 2022

Overnight, the impact of uncertainty, dynamics and complexity on markets could no longer be ignored. Local events in an increasingly interconnected economy and uncertainties such as the climate crisis will continue to create high volatility and even chaos. The COVID-19 pandemic caught most companies unprepared.

Forecasting 52

Forecasting Uncertainty Measurement Software 52

Jet Global

NOVEMBER 17, 2021

We also examine the uncertainties that lie ahead in international tax regimes, the power that automation and analytics will deliver to tax teams, and the outcomes of implementing tax software, which will enhance the strategic contribution that tax teams are able to make. Improve overall financial reporting and forecasts.

Forecasting 52

Forecasting Cost-Benefit Digital Transformation Software 52

CIO Business Intelligence

JUNE 22, 2022

Oxford Economics, a leader in global forecasting and quantitative analysis, teamed up with Huawei to develop a new approach to measuring the impact of digital technology on economic performance. Ongoing innovation in digital technologies is now essential to support its expansion.

Digital Transformation 105

Digital Transformation Internet of Things Manufacturing Unstructured Data 105

Insight

FEBRUARY 19, 2020

Photo by Roberto Nickson on Unsplash Much effort has been spent understanding and forecasting the success of movies (e.g., The genre uniqueness is a measure of how unique a movie’s combination of genre categories is relative to all movies in my data set. Input page for ReelRisk. and even set their risk tolerance.

Risk 67

Risk ROI Modeling Metrics 67

CIO Business Intelligence

FEBRUARY 27, 2023

As Konstantin Vasiuk, executive director of the IT Ukraine Association wrote in a recent report: “It remains the only export industry in Ukraine that operates to its full capacity in wartime.” For us, the uncertainty of not knowing if the staff were safe was the most difficult part. over the previous year.

Software 97

Software Marketing Uncertainty Technology 97

Jet Global

APRIL 8, 2021

Many organizations already consider the potential short-term challenges to their tax positions when building forecasts. How prepared are they, though, for the different sets of risks and opportunities associated with long-term uncertainties? Balance sheet reporting (DTAs/DTLs)* – 19%. Cash tax payments – 13%.

Forecasting 52

Forecasting Reporting Uncertainty Key Performance Indicator 52

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. The Alation State of Data Culture Report provides a quarterly assessment of the progress enterprises have made in creating a data culture. Ignoring data also causes blind spots.

Reporting 69

Reporting Uncertainty Data-driven Data Governance 69

Smarten

JULY 18, 2022

The path to Citizen Data Scientist does not have to be fraught with uncertainty.’. These individuals may already be ‘power users’ of business applications and may have developed and reported or presented data to others with an eye toward clarifying their decision-making. Training is a key component of this success.

Uncertainty 52

Uncertainty Predictive Analytics Forecasting Analytics 52

Sisense

DECEMBER 13, 2021

Without robust in-house expertise and support to build the necessary dashboards and run queries, many institutions are instead forced to rely on canned reports that can’t be customized. Forecasting consumer trends. This insight can inform future partnerships, and reduce uncertainty about which services will be most relevant and useful.

Data-driven 59

Data-driven IT Business Intelligence Cost-Benefit 59

Jet Global

FEBRUARY 2, 2023

As a result, measuring success by financials alone isn’t enough for construction and engineering professionals. 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. trillion worldwide by 2030.

Uncertainty 52

Uncertainty KPI Reporting Measurement 52

Jet Global

NOVEMBER 16, 2021

A logistics key performance indicator (KPI) is a quantitative tool used by businesses to measure performance within their logistics department. Logistics KPIs can measure a variety of metrics, most of which pertain to purchasing, warehousing, transportation, delivery of goods, and financials. Measurable: Is your metric quantifiable?

Metrics 84

Metrics Reporting Key Performance Indicator KPI 84

Jet Global

JULY 14, 2022

You record the operating cash flow on a cash flow statement, which you may need when making reports to investors. The accrual basis of accounting measures the financial position and performance of your business by understanding economic events regardless of when cash transactions occur. Accrual Basis of Accounting. Fixed Assets.

Finance 52

Finance Cost-Benefit Measurement Sales 52

Jet Global

DECEMBER 14, 2020

By any measure, 2020 has been a difficult year for organizations to navigate. Changing tax laws, global regulatory scrutiny, and rigid reporting deadlines have already contributed to a challenging environment for corporate tax teams. Read how scenario planning for tax forecasts should work in 2021.

Uncertainty 98

Uncertainty Forecasting Measurement Reporting 98

Jet Global

FEBRUARY 5, 2024

W ith a n advanced operational reporting solution that delivers proper data analysis , you can put your best foot forward. Yet, inaccurate reporting due to unreliable or outdated data within SAP can paint a misleading picture. Your SAP system holds the key to both understanding and reducing your carbon footprint.

Optimization 52

Optimization Operational Reporting Manufacturing Reporting 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% Roadblocks are unpredictable and warning signs are often not highlighted in stock reports. Inefficiency. Sub-par customer service. The US has been hit hard.

Finance 52

Finance Reporting Operational Reporting Forecasting 52

Jet Global

OCTOBER 4, 2021

Management gurus have long been advocates of measuring, monitoring, and reporting on the numbers that matter most. You measure it using three common financial metrics, namely, days of inventory (DOI), days of payables (DOP), and days sales outstanding (DSO). On-Time Shipment. Why the difference?

Management 96

Management KPI Metrics Recreation/Entertainment 96

Jet Global

JUNE 10, 2022

It’s critical, therefore, that corporate finance teams get ahead of the challenge by familiarizing themselves with BEPS compliance and putting good tax reporting solutions in place now that will put them on the right track for when the new rules take effect. Compliance costs are expected to be fairly significant, and uncertainty abounds.

Forecasting 52

Forecasting Reporting Finance Software 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.

Software 52

Software Forecasting Reporting Finance 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

O'Reilly on Data

JUNE 16, 2020

But when making a decision under uncertainty about the future, two things dictate the outcome: (1) the quality of the decision and (2) chance. This essay is about how to take a more principled approach to making decisions under uncertainty and aims to provide certain conceptual and cognitive tools for how to do so, not what decisions to make.

Uncertainty 275

Uncertainty Testing Risk Reporting 275