CIO Business Intelligence

JUNE 7, 2022

Predictive analytics applies techniques such as statistical modeling, forecasting, and machine learning to the output of descriptive and diagnostic analytics to make predictions about future outcomes. Data analysts and others who work with analytics use a range of tools to aid them in their roles.

Data Analytics 125

Data Analytics Diagnostic Analytics Management Analytics 125

IBM Big Data Hub

AUGUST 28, 2023

With nearly 5 billion users worldwide—more than 60% of the global population —social media platforms have become a vast source of data that businesses can leverage for improved customer satisfaction, better marketing strategies and faster overall business growth.

Data mining 53

Data mining Machine Learning Deep Learning Marketing 53

O'Reilly on Data

JUNE 18, 2019

Schema matching and mapping, record linkage and deduplication, and various mastering activities are the types of tasks a data integration solution performs. Advances in ML offer a scalable and efficient way to replace legacy top-down, rule-based systems, which often result in massive costs and very low success in today’s big data settings.

Machine Learning 264

Machine Learning Data Quality Statistics Modeling 264

IBM Big Data Hub

MAY 17, 2024

Early iterations of e-commerce used traditional AI largely to create dynamic marketing campaigns , improve the online shopping experience, or triage customer requests. By using machine learning algorithms and big data analytics, AI can uncover patterns, correlations and trends that might escape human analysts.

B2B 64

B2B Interactive Optimization Forecasting 64

Domino Data Lab

JULY 28, 2021

Data science is a field that uses math and statistics as part of a scientific process to develop an algorithm that can extract insights from data. All models are not made equal. After cleaning, the data is now ready for processing. At this stage, data scientists begin writing code for computation and model-building.

Data Science 110

Data Science Statistics Recreation/Entertainment Predictive Analytics 110

IBM Big Data Hub

OCTOBER 16, 2023

Here are some real-world applications of machine learning that have become part of our everyday lives. Machine learning in marketing and sales According to Forbes , marketing and sales teams prioritize AI and ML more than any other enterprise department. Then, it can tailor marketing materials to match those interests.

Machine Learning 48

Machine Learning Marketing Forecasting Modeling 48

IBM Big Data Hub

FEBRUARY 14, 2024

Not only will this help scale the AOT tech across markets, but it will also help tackle integrations including additional languages, dialects and menu variations. AI platforms can use machine learning and deep learning to spot suspicious or anomalous transactions.

Cost-Benefit 82

Cost-Benefit Insurance Unstructured Data Machine Learning 82

Smart Data Collective

MAY 17, 2021

Big data is at the heart of the digital revolution. Basing fleet management operations on data is not new, and in some ways, it’s always been a part of the industry. Basing fleet management operations on data is not new, and in some ways, it’s always been a part of the industry. billion by the end of 2025 , up from $3.8

Big Data 101

Big Data Cost-Benefit IoT Machine Learning 101

O'Reilly on Data

MARCH 20, 2019

The objective here is to brainstorm on potential security vulnerabilities and defenses in the context of popular, traditional predictive modeling systems, such as linear and tree-based models trained on static data sets. It seems entirely possible to do the same with customer or transactional data.

Modeling 227

Modeling Machine Learning Predictive Modeling Consulting 227

IBM Big Data Hub

DECEMBER 20, 2023

Unsupervised machine learning Unsupervised learning algorithms—like Apriori, Gaussian Mixture Models (GMMs) and principal component analysis (PCA)—draw inferences from unlabeled datasets, facilitating exploratory data analysis and enabling pattern recognition and predictive modeling.

Machine Learning 74

Machine Learning Modeling Deep Learning Predictive Modeling 74