DataRobot Blog

NOVEMBER 15, 2022

Our in-booth theater attracted a crowd in Singapore with practical workshops, including Using AI & Time Series Models to Improve Demand Forecasting and a technical demonstration of the DataRobot AI Cloud platform. Learn more about the DataRobot AI Cloud platform and the ability to accelerate experimentation and production timelines.

Big Data 52

Big Data Experimentation Data-driven Machine Learning 52

Cloudera

APRIL 9, 2021

The third video in the series highlighted Reporting and Data Visualization. Specifically, we’ll focus on training Machine Learning (ML) models to forecast ECC part production demand across all of its factories. Reporting – data warehousing & dashboarding. And this blog will focus on Predictive Analytics. The ML Challenge.

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

CIO Business Intelligence

NOVEMBER 21, 2023

There are ample reasons why 77% of IT professionals are concerned about shadow IT, according to a report from Entrust. CIOs need a way to capture lightweight business cases or forecast business value to help prioritize new opportunities.

IT 124

IT Risk Cost-Benefit Risk Management 124

IBM Big Data Hub

MAY 25, 2023

Generative AI has progressed quickly beyond experimentation; businesses are embracing it to improve customer service, seize new market opportunities and more. Executives reported they expect nearly half (48%) of the staff in their organization will use generative AI to augment their daily tasks in the next year.

Consulting 100

Consulting Experimentation Machine Learning Modeling 100

CIO Business Intelligence

NOVEMBER 2, 2023

To be sure, enterprise cloud budgets continue to increase, with IT decision-makers reporting that 31% of their overall technology budget will go toward cloud computing and two-thirds expecting their cloud budget to increase in the next 12 months, according to the Foundry Cloud Computing Study 2023.

Strategy 120

Strategy Data Processing Experimentation Optimization 120

CIO Business Intelligence

OCTOBER 18, 2023

According to C3, sugar producer Pantaleon is using C3 Gen AI to supplement sales forecasting, while Georgia-Pacific is using it for manufacturing process knowledge. Yet, the intense focus on gen AI has only accelerated experimentation for CIOs and vendors, including Musk, whose xAI will reportedly enter the AI arms race.

Risk 127

Risk Manufacturing Enterprise Technology 127

DataRobot

JULY 27, 2021

Last fall, I penned a blog post around our Series F funding, focused on the fact that the era of experimental AI is over. According to Algorithmia’s 2021 enterprise trends in machine learning report , it takes a month or longer to put a trained model into production at 64% of all organizations — if they are put into production at all.

Machine Learning 98

Machine Learning Experimentation Modeling Forecasting 98

CIO Business Intelligence

APRIL 26, 2023

Experimentation broadens expertise, particularly in a rapidly evolving field like technology where being able to learn many new skills is key to both career and enterprise success, he says. To keep teams engaged and reaching toward goals, Ávila suggests individualizing skill-building while periodically creating skill-focused missions.

IT 92

IT Experimentation Forecasting Technology 92

CIO Business Intelligence

MAY 20, 2024

Monthly reports aggregate data from all the machines to identify high- and low-yielding ones. In its planning role, budgeting is an annual forcing function with usually quarterly updates of rolling forecasts that assembles the latest knowledge. Tiger teams of engineers are then dispatched to investigate the causes of these differences.

Management 100

Management Interactive Measurement Marketing 100

IBM Big Data Hub

OCTOBER 20, 2023

Automated development: With AutoAI , beginners can quickly get started and more advanced data scientists can accelerate experimentation in AI development. Summary generator: AI platforms can also transform dense text into a high-quality summary, capturing key points from financial reports, meeting transcriptions and more.

Machine Learning 72

Machine Learning Manufacturing Cost-Benefit Deep Learning 72

DataRobot Blog

JULY 28, 2022

At that time, I thought of a solution from the top team in a Data Science Competitions called Web Traffic Time Series Forecasting. Moreover, the process took only a few dozen seconds for several tens of thousands of rows of data, and a highly accurate forecasting model was realized at a low cost. Industry Analyst Report.

Data Science 72

Data Science Machine Learning Statistics Modeling 72

Ontotext

MAY 18, 2020

Ever since Hippocrates founded his school of medicine in ancient Greece some 2,500 years ago, writes Hannah Fry in her book Hello World: Being Human in the Age of Algorithms , what has been fundamental to healthcare (as she calls it “the fight to keep us healthy”) was observation, experimentation and the analysis of data.

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

DataRobot Blog

SEPTEMBER 30, 2022

Adoption of AI/ML is maturing from experimentation to deployment. This poses a critical challenge as these models continuously influence key business decisions, such as loans provisioning in financial services , inventory forecasting in retail , or staffing optimization in healthcare. Model Observability Features.

Slice and Dice 52

Slice and Dice Modeling Metrics Experimentation 52

Smarten

NOVEMBER 3, 2017

To be successful in business, every organization must find a way to accurately forecast and predict the future of its market, and its internal operations, and better understand the buying behavior of its customers and prospects. The benefit of auto-suggestion and auto-recommendation is easy to understand.

Analytics 40

Analytics Visualization Experimentation Cost-Benefit 40

Smarten

JULY 3, 2017

So, if a business users wants to find and analyze data, that user must depend on others to understand the user’s needs, gather the data and create the report. By the time the user receives the report, the data may be outdated or it may be presented in a way that makes it difficult to interpret and use. Yay or Nay?

Predictive Modeling 40

Predictive Modeling Visualization Business Intelligence Experimentation 40

Business Over Broadway

MAY 22, 2019

According to Gartner, companies need to adopt these practices: build culture of collaboration and experimentation; start with a 3-way partnership among executives leading digital initiative, line of business and IT. Juniper Research also forecasts that chat bots will save businesses about $8 billion annually by 2022.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

We data scientists now have access to tools that allow us to run a large numbers of experiments, and then to slice experimental populations by any combination of dimensions collected. Make experimentation cheap and understand the cost of bad decisions. This leads to the proliferation of post hoc hypotheses.

Experimentation 61

Experimentation Testing Statistics Metrics 61

Domino Data Lab

FEBRUARY 4, 2019

Spoiler alert: a research field called curiosity-driven learning is emerging at the nexis of experimental cognitive psychology and industry use cases for machine learning, particularly in gaming AI. Ensure a culture that supports a steady process of learning and experimentation.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Occam's Razor

FEBRUARY 7, 2011

I open GA's keyword report. For paid search keyword reporting (volumes, competitive performance, CPS's etc.) The best option is to hire a statistician with experience in data modeling and forecasting. please refer to the controlled experimentation section, page 205, in the book for more. Paid Search.

Analytics 94

Analytics Measurement Metrics Predictive Analytics 94