Analytics Vidhya

FEBRUARY 4, 2021

INTRODUCTION Stock prediction is the act of forecasting the future value. The post Modelling stock price using financial ratios and its applications to make buy/sell/hold decisions appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon.

Modeling 260

Modeling Forecasting IT Data Science 260

Jedox

JULY 6, 2021

When considering the performance of any forecasting model, the prediction values it produces must be evaluated. An error metric is a way to quantify the performance of a model and provides a way for the forecaster to quantitatively compare different models 1. This is done by calculating suitable error metrics.

Forecasting 103

Forecasting Metrics Testing Modeling 103

IBM Big Data Hub

JUNE 20, 2023

Specifically, generative AI (that is, AI using large language models or foundation models ) has been a center of attention in IBM Research, lately. In the Spring of 2021, my manager at the time, Jerry Cuomo, suggested that I start my own podcast. “How about hybrid cloud?” ” he suggested.

Forecasting 98

Forecasting Technology Modeling Software 98

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 74

Forecasting Management IoT Data-driven 74

Jet Global

JUNE 8, 2021

In periods of great uncertainty, organizations forecast more frequently in the hope that it will give them a better handle on their trading prospects, levels of activity, and resources needed for the coming months. The forecasting wheel is turning faster and faster, but the process hasn’t changed materially.

Forecasting 98

Forecasting Uncertainty Cost-Benefit Reporting 98

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

CIO Business Intelligence

MARCH 22, 2022

Nvidia is hoping to make it easier for CIOs building digital twins and machine learning models to secure enterprise computing, and even to speed the adoption of quantum computing with a range of new hardware and software. Nvidia claims it can do so up to 45,000 times faster than traditional numerical prediction models.

Modeling 126

Modeling Machine Learning Forecasting Optimization 126

IBM Big Data Hub

JULY 5, 2023

He is one of the inventors of the Unified Modeling Language (UML) that—at least for some time—was the de-facto standard to describe software systems. In this final blog post, I want to talk about the theme of “Life Stories.” ” While less technical, it is the aspect of the podcast that I enjoy the most.

Forecasting 53

Forecasting Software Consulting Optimization 53

The Unofficial Google Data Science Blog

APRIL 19, 2021

by LEE RICHARDSON & TAYLOR POSPISIL Calibrated models make probabilistic predictions that match real world probabilities. To explain, let’s borrow a quote from Nate Silver’s The Signal and the Noise : One of the most important tests of a forecast — I would argue that it is the single most important one — is called calibration.

Modeling 122

Modeling IT Metrics Testing 122

CIO Business Intelligence

MARCH 12, 2024

The Copilot, which has the ability to connect to multiple large language models (LLMs) via APIs depending on the choice of the enterprise user, comes at no extra charge and Creatio doesn’t impose any limits on number of users, Dovgan added. Creatio’s CRM offering includes separate suites for marketing, sales, and service.

IT 96

IT Sales Forecasting Marketing 96

CIO Business Intelligence

FEBRUARY 8, 2024

Cognizant Technology Solutions announced a full-year revenue forecast below expectations. Companies have already made several changes in their approach, offering variable costs with a pay-as-you-go model, said Faisal Kawoosa, chief analyst and founder at Techarc. “For Economic softness impacts both revenue and profit,” Gogia added.

IT 85

IT Uncertainty Consulting Forecasting 85

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 113

Forecasting Data Science Statistics Uncertainty 113

CIO Business Intelligence

MARCH 14, 2024

Does it make sense for an IT leader to seek an MBA? Ben King, head of mobile app development firm Aviato Consulting, is convinced that it can provide a major career boost. He credits his decision to earn an MBA with transforming his career. While an individual contributor at Google, King spent several years working toward an MBA.

IT 115

IT Strategy Digital Transformation Risk Management 115

CIO Business Intelligence

JANUARY 11, 2024

The global end-user spending on public cloud services is forecast to grow 20.4% On Tuesday, the company also said it has completed the acquisition of management consultancy Vocatus , which uses behavioral economics modeling to develop pricing strategies and sales concepts for business-to-business and business-to-consumer models.

IT 101

IT Consulting Digital Transformation Manufacturing 101

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. To improve the performance of such demand forecasting models, we can use several modeling techniques.

Forecasting 59

Forecasting Sales Data-driven Modeling 59

IBM Big Data Hub

OCTOBER 17, 2023

Foundation models make AI more scalable by consolidating the cost and effort of model training by up to 70%. The most common use of foundation models is in natural-language processing (NLP) applications. When stitched together with an optimizer this group of models represents the overall behavior of the process.

Modeling 104

Modeling Optimization Manufacturing Forecasting 104

Jet Global

NOVEMBER 16, 2020

It helps them to react to small and large market fluctuations in the most cost-effective and strategic manner, modelling ”what-if” situations according to both known and unknown information. Learn how to enable complex planning and forecasting processes. Understand how to reduce tax errors and improve productivity.

Forecasting 98

Forecasting Snapshot Finance Recreation/Entertainment 98

Smarten

JUNE 20, 2023

Citizen Data Scientists Can Use Assisted Predictive Modeling to Create, Share and Collaborate! In this article, we discuss some of the benefits of assisted predictive modeling, and how it can help the organization and Citizen Data Scientist candidates to optimize resources and knowledge and achieve results.

Predictive Modeling 52

Predictive Modeling Modeling Forecasting Data Science 52

CIO Business Intelligence

NOVEMBER 21, 2023

Ask IT leaders about their challenges with shadow IT, and most will cite the kinds of security, operational, and integration risks that give shadow IT its bad rep. That’s not to downplay the inherent risks of shadow IT. There are ample reasons why 77% of IT professionals are concerned about shadow IT, according to a report from Entrust.

IT 130

IT Risk Cost-Benefit Risk Management 130

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. Forecast the likely impact of the sizzle factor when the IPO takes off.

Predictive Analytics 81

Predictive Analytics Forecasting Analytics Machine Learning 81

DataRobot Blog

APRIL 15, 2022

One way to determine if supply can meet demand is to forecast how much solar power can be generated in advance. Forecasting how much solar power will be generated is directly dependent on the availability of solar radiation or sunlight in layman terms. This will allow us to leverage the DataRobot’s Automated Time Series models.

Forecasting 52

Forecasting Optimization Measurement Machine Learning 52

Sisense

FEBRUARY 25, 2021

One of the most important applications of data is using it to forecast the future. This is where forecasting analytics can be a game-changer in the decision-making process. There is a massive need for forecasting analytics in this use case, but how does a theater use data to guide decisions? Data-driven forecasting decisions.

Forecasting 52

Forecasting Analytics Predictive Modeling Machine Learning 52

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. 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.

Forecasting 91

Forecasting Finance Cost-Benefit Software 91

Smart Data Collective

JUNE 18, 2021

National Institute of Justice’s (NIJ) “ Recidivism Forecasting Challenge ” (the Challenge) aims to increase public safety and improve the fair administration of justice across the United States. NIJ will evaluate all entries on how accurately they forecast the outcome of recidivism.

Predictive Analytics 67

Predictive Analytics Forecasting Analytics Big Data 67

CIO Business Intelligence

SEPTEMBER 26, 2023

No customer data will be used to train external foundational AI models, said Bharat Sandhu, the company’s SVP for AI and application development platform. Clicking on a dedicated button in compatible SAP applications will open up the Joule interface, which will then accept input in a variety of ways.

IT 115

IT Data Processing Forecasting Modeling 115

CIO Business Intelligence

SEPTEMBER 1, 2023

As part of Microsoft’s development team, Sun created Bing Predicts, the inference engine that provides the “favored to win” forecasts beneath search results for sporting fixtures and attempted to predict the 2016 US presidential election winner. Spoiler alert: it failed.)

IT 101

IT Reporting Forecasting Data Quality 101

CIO Business Intelligence

OCTOBER 6, 2023

Business analyst job description BAs are responsible for creating new models that support business decisions by working closely with finance and IT teams to establish initiatives and strategies aimed at improving revenue and/or optimizing costs. What is a business analyst?

IT 123

IT Business Analysis Key Performance Indicator Cost-Benefit 123

Domino Data Lab

AUGUST 9, 2021

For a model-driven enterprise, having access to the appropriate tools can mean the difference between operating at a loss with a string of late projects lingering ahead of you or exceeding productivity and profitability forecasts. What Are Modeling Tools? Importance of Modeling Tools. Types of Modeling Tools.

Modeling 111

Modeling Deep Learning Machine Learning Statistics 111

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. Those who had previously relied on off-the-shelf planning tools needed to build their own models from scratch.

Forecasting 59

Forecasting Sales Recreation/Entertainment Finance 59

CIO Business Intelligence

JULY 18, 2022

Inflation is making itself felt in another way, as well, in combination with economic uncertainty driven by the Russian invasion of Ukraine—enterprises are moving heavily away from an ownership model of IT to a service-based one, with cloud spending expected to rise by 22.1% trillion, according to projections released by Gartner Research.

IT 133

IT Uncertainty Data-driven Sales 133

Smarten

JULY 23, 2019

Put simply, predictive analytics is a method used to forecast and predict the future results and needs of an organization using historical data and a comprehensive set of data from across and outside the enterprise. Predictive Modeling allows users to test theories and hypotheses and develop the best strategy.

Modeling 63

Modeling Predictive Analytics Predictive Modeling IT 63

David Menninger's Analyst Perspectives

JANUARY 24, 2023

However, manual modeling is a time-consuming process and results in a limited number of models and tests. However, manual modeling is a time-consuming process and results in a limited number of models and tests. Also, updating those models is slow and laborious. Markets have been more volatile than ever.

Forecasting 130

Forecasting Analytics Machine Learning Testing 130

Jet Global

APRIL 23, 2020

Good financial planning begins with good forecasting. There are many different types of forecasts that you may wish to create, depending on the nature of your business. Sales forecasts are among the most common, as most businesses are seeing fluctuating revenue and fluctuation in sales due to the current crisis situation.

Forecasting 59

Forecasting Sales Finance Software 59

CIO Business Intelligence

FEBRUARY 13, 2023

In one use case, AR and VR are being used to re-create people’s spines in a model so that surgeons can look at them in advance of surgeries to help them perform better, says Peter Fleischut, group senior vice president and chief information and transformation officer.

IT 145

IT Insurance Machine Learning Marketing 145

Smarten

MARCH 23, 2020

Predictive Analytics for Business Users = Assisted Predictive Modeling! These types of decision-making can be particularly dangerous to your business when they are applied to predicting and forecasting. Are you tired of using guesswork and opinions to make business decisions?

Predictive Analytics 52

Predictive Analytics Forecasting Predictive Modeling Analytics 52

Smarten

DECEMBER 3, 2023

It also augments the expert and citizen data scientists by automating many aspects of data science, machine learning, and AI model development, management and deployment.’ ‘You What is Augmented Analytics and How Has it Evolved? Maybe you just want to understand the analytics solution market better.

Key Performance Indicator 52

Key Performance Indicator Analytics IT Predictive Analytics 52

BI-Survey

MARCH 16, 2021

Corporate planning and forecasting needs to be carried out efficiently, in shorter cycles and must be updated quickly for well-founded decision-making. Increasing dynamics demand adjustments to the corporate management process – as well as strategic planning and forecasting – to meet growing requirements.

Forecasting 52

Forecasting Management Uncertainty Predictive Modeling 52