Machine Learning Basics for AI Governance | AI Literacy Series скачать в хорошем качестве

Machine Learning Basics for AI Governance | AI Literacy Series

In this video, learn the basics of machine learning, the four most common types of machine learning (supervised, unsupervised, semi-supervised, and reinforcement learning), and the common risks associated with machine learning, such as bias, overfitting, data drift, and lack of explainability. Discover how these concepts are important to AI governance and how to mitigate risks using the ISO 42001 standard. Additionally, find out where to access a free course on AI governance to help you manage AI systems effectively. LINKS FROM THE VIDEO ► ISO 42001 Foundations Course https://advisera.co/FoundationsISO42001 ► (article) What is ISO 42001? An overview of the AI governance framework https://advisera.co/ISO42001WhatIsIt WATCH NEXT ➡️ AI Governance Basics: Simple Explanation & Real-World Examples | AI Literacy Series    • AI Governance Basics: Simple Explanation &...   KEEP UP TO DATE Subscribe to my YouTube channel:    / @dejankosutic   Follow me on LinkedIn:   / dejankosutic   Follow me on Twitter:   / dejan_kosutic   My blog: https://advisera.com/author/dejankosu... Secure & Simple podcast https://podcast.advisera.com/ WHO AM I I'm Dejan Kosutic, CEO at Advisera - my field of expertise is cybersecurity and AI governance according to ISO 27001, NIS2, DORA, and ISO 42001. 00:00 Introduction to Machine Learning and AI Governance 00:58 Understanding Machine Learning Basics 03:01 Four Types of Machine Learning 05:26 Common Risks Related to Machine Learning 07:27 Mitigating Risks with AI Governance 08:08 Free Course on ISO 42001 10:11 Conclusion and Next Steps #machinelearning #aigovernance #ailiteracy #aisystems #iso42001 #AI #compliance #business #educational #tutorial