Data science
Uncover patterns and build predictions using data, algorithms, machine learning and AI techniques
Uncover patterns and build predictions using data, algorithms, machine learning and AI techniques
Data science is the process of using algorithms, methods and systems to extract knowledge and insights from structured and unstructured data. It applies advanced analytics and machine learning (ML) to help users predict and optimize business outcomes.
IBM data science solutions empower your business with the latest advances in AI, machine learning and automation to support the full data science lifecycle — from preparing and exploring data to building, deploying, managing and monitoring models. Use IBM data science software on IBM Cloud Pak® for Data, a containerized data and AI platform, to build and run models anywhere — on any cloud and on premises.
Learn how a tech start-up is harnessing Artificial Intelligence to bridge India’s healthcare divide.
IBM is named a Leader in the 2021 Gartner Magic Quadrant for Data Science and Machine Learning Platforms
Build, run and manage AI models where your data lives and deploy anywhere in your hybrid, multicloud environment. Automate the AI lifecycle and accelerate time to value with an open, flexible architecture.
Explore data and build models with a 2020 Edison Award winner for analysis and predictive models. Use self-service, drag-and-drop data analytics from your desktop to gain insights faster.
Collect, organize and analyze data across any cloud with a fully integrated data and AI platform.
Accelerate time to value with this leading visual data science and machine learning tool.
Gain prescriptive analytics capabilities to optimize decisions with a family of products.
Run machine-learning models across any cloud. Bring your open source AI projects into production.
Use data for competitive gain
Augment human intelligence with machine insights at speed and scale, driving better customer experiences.
Use optimization technology and predictive insights to remove uncertainty in operational decision making.
Power decision intelligence on a multicloud platform with decision optimization, visual modeling and open source data science tools.
Use explainable AI and model monitoring so you can trust model decisions and mitigate risks of AI bias and fraud.
Learn how high-growth leaders in AI are setting themselves apart in their industries.
See how easily businesses can apply prescriptive analytics using IBM Decision Optimization software.
Discover what customers said about machine learning and data science platforms, including IBM Watson Studio.
See why IBM is named a Leader in the 2020 IDC MarketScape for Worldwide Advanced Machine Learning Software Platforms.
Explore how you can supercharge the IBM Cloud Pak for Data platform with IBM Watson Studio Premium.
Discover what you gain from using open source data science on a multicloud data and AI platform.
Pursue data science certifications and online courses at your own pace
Gain the key foundational skills needed by a data scientist with this Specialization course.
Prepare for an entry-level data scientist position with the IBM Data Science Professional Certificate.
Learn about the automated AI capabilities of IBM Watson Studio; for practicing data scientists.
An AI-infused business intelligence solution that visually delivers descriptive and prescriptive analytics
A prescriptive analytics tool that enables rapid development and deployment of decision optimization models
A configurable platform for building and deploying optimization-based decision-making applications