Analytics Vidhya

APRIL 30, 2021

” The post Automate Time Series Forecasting using Auto-TS appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. “Prediction is very difficult, especially if it’s about the future.”

Forecasting 272

Forecasting Data Science Publishing Analytics 272

Dataiku

OCTOBER 4, 2021

Time series forecasting use cases are certainly the most common time series use cases, as they can be found in all types of industries and in various contexts. Using RNNs & DeepAR Models to Find Out.

Forecasting 138

Forecasting Deep Learning IT Sales 138

AWS Big Data

AUGUST 7, 2023

Many businesses use different software tools to analyze historical data and past patterns to forecast future demand and trends to make more accurate financial, marketing, and operational decisions. Forecasting acts as a planning tool to help enterprises prepare for the uncertainty that can occur in the future.

Forecasting 80

Forecasting Data Warehouse Machine Learning Modeling 80

CIO Business Intelligence

MAY 7, 2024

And even the companies that have heavily invested in SAP on-premise for years are moving to the cloud, with Microsoft Teams and Microsoft 365 — best-of-breed applications — or they host their ERP systems. I don’t know of any customer who doesn’t use the cloud somewhere in their IT landscape. SAP has a legacy of on-premise systems.

Forecasting 122

Forecasting Data Processing Software Measurement 122

Smart Data Collective

FEBRUARY 18, 2024

One of its most valuable benefits is with forecasting. Forecasting is an essential part of any business’ growth. Predictive analytics is having a huge impact on the world of business. As a result, global companies are projected to spend over $28.1 billion on it in 2026.

Predictive Analytics 90

Predictive Analytics Forecasting Business Intelligence Analytics 90

Smart Data Collective

AUGUST 26, 2021

Weather forecasting technology has grown from strength to strength in the last few decades. Gone are the days when you had to wait for the local news channel to share the weather forecasts for the next day. But if there’s one technology that has revolutionized weather forecasting, it has to be data analytics.

Forecasting 131

Forecasting Data Analytics Analytics IoT 131

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. Where y’ is forecasted value and y is the true value.

Forecasting 104

Forecasting Metrics Testing Modeling 104

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

IBM Big Data Hub

JUNE 20, 2023

In the Spring of 2021, my manager at the time, Jerry Cuomo, suggested that I start my own podcast. He had—and still has—a podcast called “ The Art of Automation ,” and he suggested that it was a great experience I should have, too. “How about hybrid cloud?” ” he suggested.

Forecasting 101

Forecasting Technology Modeling Software 101

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 this blog post, we explain what’s unique about this type of forecasting, how it works and why more and more companies are opting for rolling forecasts.

Forecasting 89

Forecasting Finance Marketing Sales 89

IBM Big Data Hub

JUNE 26, 2023

In my previous post , I described how I got started with a podcast series called The Hybrid Cloud Forecast. No wonder, then, that it became the title of my podcast series—Hybrid Cloud Forecast—which is almost redundant since every aspect of cloud computing is hybrid in nature. AI-based services).

Forecasting 63

Forecasting Software Publishing Technology 63

KDnuggets

MARCH 17, 2020

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

Forecasting 79

Forecasting IT 79

CIO Business Intelligence

MAY 14, 2024

IDC forecasts that global spending on private, dedicated cloud services — which includes hosted private cloud and dedicated cloud infrastructure as a service — will hit $20.4 Controlling escalating cloud and AI costs and preventing data leakage are the top reasons why enterprises are eying hybrid infrastructure as their target AI solution.

IT 124

IT Data Processing Enterprise Modeling 124

CIO Business Intelligence

MAY 14, 2024

It’s just as well, because I would have been using the term “strategy” wrong, too, although less wrong than insisting that a spending forecast is a plan. They didn’t stop him from insisting that my department submit a budget and didn’t stop me from submitting one. But it wasn’t, I insisted, our plan. To illustrate, rewind to the late 1990s.

IT 105

IT ROI Strategy Forecasting 105

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

KDnuggets

MARCH 11, 2022

To forecast costs for AI systems, it can be useful to talk about their “level” just like SAE has levels for self-driving cars. Adopting a level system can help organizations plan and prepare for AI systems that scale in complexity over time.

Forecasting 116

Forecasting IT 116

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

IBM Big Data Hub

JULY 5, 2023

Check out the Hybrid Cloud Forecast Please see the Hybrid Cloud Forecast landing page to check out all the episodes we have to offer, and keep an eye out for the other two blog posts in this three-part series. In this final blog post, I want to talk about the theme of “Life Stories.” It’s part of their DNA.

Forecasting 55

Forecasting Software Consulting Optimization 55

KDnuggets

MARCH 29, 2022

In this blog you will see how the authors took a raw.ipynb notebook that does time series forecasting with Arima, modularized it into a Ploomber pipeline, and ran parallel jobs on Slurm.

Forecasting 108

Forecasting IT Machine Learning 108

CIO Business Intelligence

MAY 8, 2024

The IT team plans to further enhance the application using the XGBoost machine learning software library for forecasting medication use in covered populations. And with just six underwriters on staff, Expion could respond to only about 200 RFPs per year, limiting the company’s ability to bring in new business.

IT 111

IT Cost-Benefit Insurance Unstructured Data 111

CIO Business Intelligence

FEBRUARY 8, 2024

Cognizant Technology Solutions announced a full-year revenue forecast below expectations. The global IT services industry is at a significant crossroads, with the explosive growth of generative AI and deepening economic uncertainties reshaping its future. Consequently, the qualities and skills sought in employees are evolving.

IT 98

IT Uncertainty Consulting Forecasting 98

CIO Business Intelligence

JANUARY 23, 2024

Analyst firm Gartner has released its 2024 worldwide IT spending forecast, and the topline is eyepopping: Overall IT expenditures are projected to grow 6.8% But the storyline CIOs should note from this year’s spending forecast is not about overall volume or uptick, or even whether generative AI is behind this year’s perky numbers (it isn’t).

IT 119

IT Consulting Forecasting Software 119

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 72

Forecasting Management IoT Data-driven 72

Analytics Vidhya

FEBRUARY 4, 2021

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

Modeling 297

Modeling Forecasting IT Data Science 297

CIO Business Intelligence

APRIL 29, 2024

To Carm Taglienti, the explosion of all things AI over the past few years has been both a pro and a con to IT teams. On the one hand, artificial intelligence has helped both technology departments and the business units to work better, faster, and cheaper. It hit us all and kept us from looking at the things we were working on,” he says. “We

IT 128

IT Consulting Technology Strategy 128

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 109

Forecasting Machine Learning Data Science Optimization 109

CIO Business Intelligence

APRIL 19, 2024

Gartner’s new IT spending forecast predicts spending growth in all five major IT categories, including software, IT services, and communications services. Interest in AI, building since last year, will push a 10% increase in data center system spending this year, driving worldwide IT spending to $5.06 In January, Gartner had predicted a 6.8%

IT 132

IT Software Cost-Benefit ROI 132

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 126

IT Strategy Digital Transformation Risk Management 126

CIO Business Intelligence

FEBRUARY 28, 2024

year on year and in line with the company’s previous forecasts. French IT services company Atos has put an end to its attempts to sell its ailing legacy managed infrastructure services business after failing to reach an agreement with a prospective buyer, and will now have to glue the two halves of its business back together. billion), up 0.4%

IT 119

IT Forecasting Consulting Sales 119

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. A forecast should be prepared and adjusted on a regular basis.

Forecasting 84

Forecasting Finance Risk Sales 84

Analytics Vidhya

DECEMBER 20, 2023

This comprehensive strategy mainly aims to measure and forecast potential risks associated with AI development. OpenAI, the renowned artificial intelligence research organization, has recently announced the adoption of its new preparedness framework.

Forecasting 323

Forecasting Measurement Strategy Risk 323

Analytics Vidhya

JULY 25, 2023

In fact, it is so important that it usually ends up benefiting any forecasting model that incorporates it using machine learning models. Introduction Weather is a major driver for so many things that happen in the real world.

Machine Learning 270

Machine Learning Modeling Forecasting Analytics 270

CIO Business Intelligence

MARCH 12, 2024

Sales leaders will also be able to use it to enhance sales forecast accuracy and receive real-time coaching tips for their teams, the company said. Workflow automation software provider Creatio has added a suite of generative AI capabilities to its customer relationship management (CRM) offerings. CRM Systems, Salesforce Automation

IT 98

IT Sales Forecasting Marketing 98

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. Scenario planning is an increasingly important way for multinational enterprises to operate effectively in an uncertain and unpredictable world.

Forecasting 98

Forecasting Snapshot Finance Recreation/Entertainment 98

Analytics Vidhya

AUGUST 24, 2023

The perspective broadens through bespoke designs and trend forecasting, changing the essence of fashion. […] The post Fashion Forward with Generative AI appeared first on Analytics Vidhya. Introduction Fashion Forward with Generative AI embarks on a journey of creative synergy.

Forecasting 269

Forecasting Technology Analytics IT 269