Statistics: Deep Learning and Artificial Intelligence Methods

Utbildningsfakta

Kod: STAN47

<p>Curious about how AI learns? This course gives you a practical and accessible introduction to neural networks and reinforcement learning. You’ll explore modern deep learning methods and see how they’re used in real-world situations. We’ll cover popular algorithms and models.</p><p>In this course you'll learn</p><ul><li>The basics of machine learning and what you need to know to understand deep learning</li><li>Different types of neural networks: feed-forward, convolutional and recurrent</li><li>A brief history of AI and neural networks, plus current research questions in the field</li></ul><p>This course suits you if you study statistics, computer science, cognitive science or mathematics. It’s also relevant if you’re interested in language, logic, philosophy or psychology.</p>

Behörighet

STAN45 Statistics: Data Mining and Visualization, 7.5 ECTS, or STAN52 Statistics: Advanced Machine Learning, 7.5 ECTS, or DABN14 Data Analytics and Business Economics: Advanced Machine Learning, 7.5 ECTS, or 90 credits in Statistics and a course in linear algebra that covers matrix calculus, or the equivalent.

Utbildningstillfällen

Varje tillfälle har egna datum och villkor. Avslutade tillfällen behålls som historik och innebär inte att en ny ansökan är öppen.

• Statistics: Deep Learning and Artificial Intelligence Methods

  Lund University

  Lund

  Startdatum: 18 januari 2027

  Slutdatum: 28 mars 2027

  Studietakt: 50 %