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Data science vs. machine learning: What’s the difference?

IBM Big Data Hub

While data science and machine learning are related, they are very different fields. In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. What is data science? This post will dive deeper into the nuances of each field.

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Data mesh: The key to innovation in government

Collibra

Watch the webinar It’s a digital world The truth is that in an increasingly digital world, the need for organizations to be data-driven has never been more pronounced. The federal government is no exception. But what does it mean for federal agencies to be more data-driven, and why is this shift important?

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Data Governance for Smart Data Distancing

erwin

During this coronavirus emergency, we are all being deluged by data from politicians, government agencies, news outlets, social media and websites, including valid facts but also opinions and rumors. On a business level, decisions based on bad external data may have the potential to cause business failures.

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How to use foundation models and trusted governance to manage AI workflow risk

IBM Big Data Hub

This is where AI governance comes into play: addressing these potential and inevitable problems of adoption. AI governance refers to the practice of directing, managing and monitoring an organization’s AI activities. An AI governance framework ensures the ethical, responsible and transparent use of AI and machine learning (ML).

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Creating a data governance framework

Collibra

Creating a data governance framework is crucial to becoming a data-driven enterprise because data governance brings meaning to an organization’s data. It adds trust and understanding to data, accelerating digital transformation across the enterprise. What is a data governance framework?

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How to improve AI governance in healthcare with Collibra Data Intelligence Cloud

Collibra

To drive successful AI initiatives at scale, healthcare institutions will require a comprehensive AI governance strategy as a foundational pillar. According to McKinsey (a global management consulting firm), strengthening data governance, data access, data quality, data security and interoperability is critical.

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What is data governance and why does it matter?

Collibra

Data governance is the practice of managing and organizing data and processes to enable collaboration and compliant access to data. Data governance allows users to create value from data assets even under constraints for security and privacy. No , you can’t use the data for that .