Analytics Vidhya

NOVEMBER 29, 2020

Introduction Time series forecasting is used to predict future values based on previously. The post Stock Market Price Trend Prediction Using Time Series Forecasting appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Forecasting 225

Forecasting Marketing Publishing Data Science 225

Analytics Vidhya

OCTOBER 23, 2020

The post Time Series Forecasting using Facebook Prophet library in Python appeared first on Analytics Vidhya. Intermediate Machine Learning Python Supervised Technique Time Series Forecasting blogathon prophet Time Series

Forecasting 248

Forecasting Publishing Data Science Machine Learning 248

Analytics Vidhya

JULY 9, 2020

Introduction Time series forecasting is a really important area of Machine Learning as it gives you the ability to “see” ahead of time and. The post Time Series Forecasting using Microsoft Power BI appeared first on Analytics Vidhya. Beginner Data Visualization Power BI Structured Data Technique Time Series Forecasting Business Analytics visualization

Forecasting 214

Forecasting Machine Learning Visualization Structured Data 214

Analytics Vidhya

SEPTEMBER 13, 2020

Overview Learn how to build an accurate forecast in Excel – a classic technique to have for any analytics professional We’ll work on a. The post How to Build a Sales Forecast using Microsoft Excel in Just 10 Minutes!

Forecasting 229

Forecasting Sales Business Analytics Analytics 229

Advertiser: ZoomInfo

Every sales forecasting model has a different strength and predictability method. It’s recommended to test out which one is best for your team. This way, you’ll be able to further enhance – and optimize – your newly-developed pipeline. Your future sales forecast? Sunny skies (and success) are just ahead!

Forecasting

Jedox

JULY 30, 2020

Rolling forecasts are a specific type of financial forecasting that use existing data to help predict aspects of business performance throughout the year. In the first section, we’ll explain some of the more general aspects of forecasting. Overview of forecasting.

Forecasting 73

Forecasting Finance Marketing Sales 73

Analytics Vidhya

OCTOBER 28, 2020

Introduction A popular and widely used statistical method for time series forecasting. The post How to Create an ARIMA Model for Time Series Forecasting in Python appeared first on Analytics Vidhya. Intermediate Machine Learning Python Structured Data Supervised Technique Time Series ARIMA Time Series ForecastingThis article was published as a part of the Data Science Blogathon.

Forecasting 131

Forecasting Statistics Publishing Modeling 131

O'Reilly on Data

MARCH 28, 2019

Theresa Johnson outlines the AI powering Airbnb’s metrics forecasting platform. Continue reading Forecasting uncertainty at Airbnb

Uncertainty 110

Uncertainty Forecasting Metrics 110

DataFloq

AUGUST 12, 2020

Reuters) - Cisco Systems Inc on Wednesday forecast first-quarter revenue and profit below Wall Street estimates and laid out a restructuring plan, as the coronavirus crisis forced its clients to hold back spending. By Ayanti Bera and Stephen Nellis.

Forecasting 229

Forecasting IT 229

Analytics Vidhya

SEPTEMBER 22, 2020

Overview Excel is the perfect fit for building your time series forecasting models We’ll discuss exponential smoothing models for time series forecasting, including the. Learn Exponential Smoothing Models for Time Series Forecasting in Excel appeared first on Analytics Vidhya.

Forecasting 180

Forecasting Modeling Analytics Structured Data 180

KDnuggets

JANUARY 9, 2020

Time series analysis will be the best tool for forecasting the trend or even future. So let us understand this concept in great detail and use a machine learning technique to forecast stocks. 2020 Jan Tutorials, Overviews Analysis Finance Forecasting Stocks Time SeriesThe trend chart will provide adequate guidance for the investor.

Forecasting 83

Forecasting Marketing Machine Learning Finance 83

Advertisement

Expert advice for SMBs to help drive the right results, including: principles to making good decisions quickly, why you need leading and lagging indicators to improve your odds of success, and how to use interlocking KPIs to improve company alignment.

Metrics

DataFloq

SEPTEMBER 29, 2020

Reuters) - Micron Technology Inc on Tuesday forecast fiscal first-quarter revenue to be slightly below Wall Street estimates, in part because of a U.S. By Akanksha Rana and Stephen Nellis.

Forecasting 230

Forecasting Technology IT 230

Jedox

AUGUST 13, 2020

In our last post, “ Rolling Forecasts: The Pros and Cons ,” we looked at why rolling forecasts are used, when it makes sense to use them, and for whom. Rolling Forecasts can be used to find out why. Keep performance targets and rolling forecasts separate.

Forecasting 52

Forecasting Risk Finance Software 52

Jedox

OCTOBER 15, 2020

The world has changed so much and so quickly that it has vastly impacted our ability to forecast in the current environment. The reason was simple, the model and forecast were no longer providing useful insight and foresight to the organization.

Forecasting 56

Forecasting Modeling Risk Technology 56

Jedox

AUGUST 6, 2020

In our previous blog post, “ What are Rolling Forecasts? ” we covered forecasting and rolling forecasts in general. In our second post in this series, we look at the pros and cons of introducing rolling forecasts for your organization.

Forecasting 52

Forecasting Uncertainty Marketing Measurement 52

KDnuggets

MARCH 17, 2020

Kicking off with a series of forecasting stories, starting with seasonality and its business applications. 2020 Mar Opinions Forecasting Time SeriesThis first article speaks of course corrections that were based on weather and calendar driven seasonality.

Forecasting 65

Forecasting IT 65

DataFloq

NOVEMBER 9, 2020

BERLIN (Reuters) - German chipmaker Infineon forecast double-digit revenue growth for the year ahead, sending its shares higher even as management proposed to trim the dividend to account for the blow inflicted by the coronavirus pandemic. By Douglas Busvine.

Forecasting 182

Forecasting Sales Risk Management 182

Phocas

MAY 23, 2019

Yet, without the ability to accurately forecast stock on hand, keeping optimal stock levels can be a challenge. The ability to deliver orders in full and on time (DIFOT) is essential to keeping satisfied customers. And maintaining appropriate stock levels ensures there is enough inventory on hand without tying up capital in unnecessary overstock. Business Intelligence Basics Product Job Role - Inventory/Operations

Forecasting 142

Forecasting Optimization Business Intelligence 142

Analytics Vidhya

OCTOBER 20, 2020

The post Examining the Simple Linear Regression method for forecasting stock prices using Excel appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. Introduction Even though there are myriad complex methods and systems aimed at.

Forecasting 163

Forecasting Publishing Data Science Analytics 163

DataFloq

OCTOBER 20, 2020

billion a year ago, beating the mean forecast of 6.98 STOCKHOLM (Reuters) - Sweden's Ericsson on Wednesday reported quarterly core earnings that beat market estimates, helped by higher margins across its businesses, and said it was "more confident" in meeting its 2020 targets.

Forecasting 165

Forecasting Reporting Marketing IT 165

Jedox

OCTOBER 24, 2019

A high-quality business forecast delivers far more than just numbers. Finance professionals regularly try to look in their crystal ball with forecasts and enable the company to have seamless, solid planning. For this to succeed, your forecast must be of high quality. You can achieve this ideal by having the following five characteristics in your forecast: realistic, but not flawless. A forecast should be prepared and adjusted on a regular basis.

Forecasting 64

Forecasting Finance Risk Sales 64

DataFloq

MAY 19, 2020

Machine learning-based methods of demand forecasting in the retail industry leverage historical data, but the limitations of that data are clear as we grapple with COVID-19. The current state of customer demand has significantly changed, and the forecast accuracy will be diminished.How can we adjust to predict the new demand paradigm?

Forecasting 198

Forecasting Machine Learning Data mining Sales 198

DataFloq

NOVEMBER 5, 2020

TOKYO (Reuters) - Japan's Nintendo Co Ltd on Thursday said it expects to sell 24 million of its Switch games consoles in the year ending March 2021, up from a forecast of 19 million but still seen as cautious, as the COVID-19 pandemic drives a gaming boom. By Sam Nussey.

Forecasting 188

Forecasting Reporting Marketing IT 188

Smart Data Collective

JANUARY 14, 2021

A lot of experts have talked about the benefits of using predictive analytics technology to forecast the future prices of various financial assets , especially stocks. Forecast the likely impact of the sizzle factor when the IPO takes off.

Predictive Analytics 68

Predictive Analytics Forecasting Machine Learning Analytics 68

DataFloq

AUGUST 27, 2020

(Reuters) - Workday Inc on Thursday appointed Chano Fernandez as co-chief executive officer and raised its annual subscription forecast, sending the business software provider's shares up nearly 12% in extended trading. billion, up from its previous forecast of $3.67

Forecasting 192

Forecasting Software Modeling IT 192

KDnuggets

SEPTEMBER 19, 2019

Whether it’s demand forecasting, supply chain management, or any other application, getting it right requires balancing the need for performance with the constraints of implementation and complexity. Learn more in this free webinar, Data-Driven Approaches to Forecasting, Sep 26. 2019 Sep Webcasts & Webinars Forecasting Metis

Forecasting 48

Forecasting Data-driven Management IT 48

DataFloq

JANUARY 28, 2020

The financial forecasting process is one of the least liked aspects of business. Machine learning is making many business processes much easier. A growing number of companies are using machine learning to create more accurate financial documents by leveraging sophisticated machine learning technology.The most astute entrepreneurs are using machine learning to predict the future equity on their balance sheets.

Forecasting 179

Forecasting Machine Learning Marketing Technology 179

Dataiku

APRIL 5, 2019

Forecasting and planning are some of the very oldest use cases of modern statistics - businesses as far back as the 1950s used computer-based modeling to anticipate risks and make decisions. data science supply chain forecastingBut in the age of AI and algorithms, older modeling techniques fail to incorporate the wide variety of data sources needed to produce results precise enough for the modern enterprise.

Forecasting 57

Forecasting Statistics Risk Modeling 57

Dataiku

NOVEMBER 13, 2020

While the backdrop of 2020’s global health crisis and economic uncertainty makes heading into the holiday season quite unlike years past, the U.S. is still slated to drive online sales growth.

Forecasting 61

Forecasting Uncertainty Sales 61

DataFloq

OCTOBER 28, 2020

(Reuters) - EBay Inc's quarterly profit topped Wall Street expectations on Wednesday and the e-commerce company forecast fourth-quarter sales above estimates, as people staying at home due to the COVID-19 pandemic took to online shopping. The forecast excludes the classifieds business, which eBay in July agreed to sell to Norway's Adevinta in a $9.2

Forecasting 144

Forecasting Sales IT 144

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. The post How Scenario Planning for Tax Forecasts Should Work in 2021 appeared first on insightsoftware.

Forecasting 83

Forecasting Snapshot Finance Software 83

Dataiku

JULY 8, 2020

Not only can organizations leverage data science and machine learning for things like time savings, more efficient processes, and cost optimization, but they can also use it for fully automated cash flow forecasting that can produce results precise enough for the modern enterprise and a changing environment.

Forecasting 50

Forecasting Machine Learning Optimization Data Science 50

bridgei2i

APRIL 29, 2020

As companies look to evolve into agile enterprises, there is increasing pressure on supply chain operations to build very accurate forecasts for Demand Sensing. Determining a reliable Range of Demand, building a non-parametric distribution around it, and simulating future demand from this distribution in short time-windows is a big ask from the next evolution of demand forecasting.

Forecasting 46

Forecasting Data Quality Enterprise Management 46

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. An area of predictive analytics, demand forecasting takes into account the historical data of a business and uses that to harnesses the demand for their goods and services.

Forecasting 63

Forecasting IT Sales Statistics 63

Paris Technologies

JANUARY 18, 2021

General BI and Data Management

Forecasting 52

Forecasting IT Management 52

Paris Technologies

JANUARY 18, 2021

General BI and Data Management

Forecasting 52

Forecasting IT Management 52

Jedox

SEPTEMBER 11, 2019

Even though we have so much advanced technology surrounding us, we still cannot just ask, “ Hey Siri, what’s my forecasted EBITDA look like ?” Many of the algorithms used for budgeting, planning, and forecasting are already in use and were proven decades ago. The first, and probably most popular area, is time-based forecast and prediction. The post Hey Siri, What’s My Forecasted EBITDA Look Like?

Forecasting 43

Forecasting Experimentation Finance Unstructured Data 43

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. I am sometimes asked whether there should be any role at all for "humans-in-the-loop” in forecasting. For high stakes, strategic forecasts, my answer is: yes!

Forecasting 74

Forecasting Uncertainty Statistics Data Science 74

Smart Data Collective

APRIL 20, 2020

Corporations need data to forecast the market’s future and the recent drop in the price of fossil fuels have invigorated alternative energy projects globally. Smart metering helps predict demand and forecasts what will be needed based on data. The post Key Data Trends And Forecasts In The Energy Sector appeared first on SmartData Collective. With the Coronavirus pandemic, the world has been thrown into complete uncertainty.

Forecasting 67

Forecasting Uncertainty Marketing Software 67

bridgei2i

JULY 4, 2019

Increased Sell-Through Accuracy Using Forecasting Engine. The client, a Fortune 500 global enterprise technology hardware manufacturer, was generating about 50,000 different forecasts at a monthly level from its distributor network spread across 120 countries. Using sophisticated Demand Planning software could only provide a 3-month accuracy of about 45% however, the client needed improved accuracy and a more powerful demand forecasting application. Case study.

Forecasting 40

Forecasting Manufacturing Modeling Machine Learning 40

Jet Global

JULY 30, 2020

In many cases, you can improve the value Excel offers your budgeting and forecasting activities just by taking time to learn some of its nuances. To that end, we’ve compiled five useful tips to help you improve your use of Excel when budgeting and forecasting for your business.

Forecasting 69

Forecasting Finance Software Enterprise 69

Analytics Vidhya

OCTOBER 9, 2020

Beginner Business Analytics conditional formatting Countif Excel excel hacks excel tricks forecasting linear regression Sparkline Chart waterfall chart

Forecasting 208

Forecasting Analytics Business Analytics 208