CIO Business Intelligence

OCTOBER 4, 2022

They identified two architectural elements for processing and delivering data: the “data platform,” which covers the sourcing, ingestion, and storage of data sets, and the “machine learning (ML) system,” which trains and productizes predictive models using input data.

Machine Learning 116

Machine Learning Data Architecture Uncertainty Data-driven 116

DataRobot Blog

JUNE 23, 2022

Human intuition is relied on, or an older, hand-build BI/predictive model exists, or perhaps a set of heuristics were documented that more or less predict something. Go Beyond Predictions. Far fewer AI models succeed in creating business value when there is no existing prediction to replace. Learn More.

Predictive Modeling 59

Predictive Modeling Modeling Data Science Measurement 59

Alation

APRIL 25, 2023

Predictive models indicate that the machine learning market will grow at a compound annual growth rate (CAGR) of 38.8% between 2022 and 2029. But improvements to the model, such as CDC ( change data capture ) processes, can have a huge impact on efficiency. This concept has been widely understood for decades.

Data Governance 52

Data Governance Marketing Machine Learning Sales 52

BizAcuity

APRIL 25, 2022

According to Statista, the US online gambling market is expected to reach $93 billion by 2023 from $67 billion in 2022. . To fully utilize the benefit, high-end algorithms are deployed on digital assets and then data analysis is done to produce optimized marketing campaigns. Predictive Analytics. Floor Optimization.

Marketing 52

Marketing Strategy ROI Digital Transformation 52

Alation

APRIL 25, 2023

Predictive models indicate that the machine learning market will grow at a compound annual growth rate (CAGR) of 38.8% between 2022 and 2029. But improvements to the model, such as CDC ( change data capture ) processes, can have a huge impact on efficiency. This concept has been widely understood for decades.

Data Governance 40

Data Governance Marketing Machine Learning Sales 40

IBM Big Data Hub

DECEMBER 20, 2023

Machine learning (ML) technologies can drive decision-making in virtually all industries, from healthcare to human resources to finance and in myriad use cases, like computer vision , large language models (LLMs), speech recognition, self-driving cars and more. However, the growing influence of ML isn’t without complications.

Machine Learning 74

Machine Learning Modeling Deep Learning Predictive Modeling 74

DataRobot Blog

DECEMBER 1, 2022

Ingest your data and DataRobot will use all these data points to train a model—and once it is deployed, your marketing team will be able to get a prediction to know if a customer is likely to redeem a coupon or not and why. Training and Testing Different AI Models. Automate Feature Engineering.

Machine Learning 52

Machine Learning Marketing Modeling Statistics 52

CIO Business Intelligence

MAY 10, 2022

Gartner defines a CDP as “a marketing technology that unifies a company’s customer data from marketing and other channels to enable customer modeling and to optimize the timing and targeting of messages and offers.”. billion in 2022 to $6.94 It requires SQL for optimal use, so is best suited for data engineers and analysts.

Advertising 120

Advertising Interactive Marketing Data Integration 120

AWS Big Data

JANUARY 25, 2023

SikSin was listed in the top 100 of the Financial Times’s Asia-Pacific region’s high-growth companies in 2022. SikSin deployed an ML model to produce personalized content recommendations by using the following AWS services: AWS Database Migration Service (AWS DMS) helps migrate databases to AWS quickly and securely with minimal downtime.

Visualization 78

Visualization Interactive Modeling Machine Learning 78

BI-Survey

JANUARY 29, 2023

For many organizations, modern technology around machine learning (ML) and the cloud, as well as its growing ease of use, offer a great opportunity for optimization. Global survey This worldwide online study was conducted from May to June 2022. It was promoted within the BARC panel, via websites and to newsletter distribution lists.

Forecasting 52

Forecasting Predictive Modeling Measurement Finance 52

DataRobot

JANUARY 20, 2022

The UK Government Health and Care Bill sets up Integrated Care Systems (ICSs) as legal entities from July 2022. The following is a summary list of the key data-related priorities facing ICSs during 2022 and how we believe the combined Snowflake & DataRobot AI Cloud Platform stack can empower the ICS teams to deliver on these priorities.

Data-driven 145

Data-driven Experimentation Modeling Predictive Modeling 145