#analytics
What is predictive analytics?
Predictive analytics brings together advanced analytics capabilities spanning ad-hoc statistical analysis, predictive modeling, data mining, text analytics, optimization, real-time scoring and machine learning. These tools help organizations discover patterns in data and go beyond knowing what has happened to anticipating what is likely to happen next.
Why IBM predictive analytics?
A flexible and scalable platform for one-to-many analytics
Comprehensive predictive analytics capabilities
Use an extensive library of machine-learning algorithms and statistical analyses in a single platform.
Open source integration
Amplify the power of your analytical projects with R, Python and more
Predictive analytics capabilities
Statistical analysis and visualization
Address the entire analytical process: planning, data collection, analysis, reporting and deployment.
Predictive modeling and data mining
Use powerful model-building, evaluation and automation capabilities.
Linear regression
Linear regression analysis is used to predict the value of a variable, based on the value of another variable.
Logistic regression
Logistic regression (also known as logit model) is often used for predictive analytics and modeling, extending to applications in machine learning.
Data science platform - related products
Prescriptive analytics
IBM prescriptive analytics solutions provide organizations with a way to analyze data and transform it into recommended actions almost instantaneously.
Machine learning
IBM has the leading data science platform that allows you to easily collaborate across teams, use the top open source tools and scale at the speed your business requires.
Data science
Transform your data into tangible business value with the latest, most flexible and open technology. Bring your analytics to the data behind your firewall, and easily incorporate cloud application data and sources.
Predictive analytics for education
As the demand for analytical skills continues to side, competency with IBM SPSS Statistics can help you distinguish yourself as an applicant.
Resources
Analytics - Resources - Predictive analytics
Learn why IBM is recognized as a leader in data science platforms and why data science, analytics and machine learning are the engines of the future.
Predictive analytics in customer experience
Predictive analytics helps firms anticipate customer churn and take steps to cultivate customer loyalty and capture greater wallet share.
The Forrester Wave™: Predictive Analytics and Machine Learning Solutions, Q
Read this report to learn how predictive analytics and machine learning solutions help data scientists be more productive, and find out why IBM earned a place in the Leaders category.