AI Doctoral Academy Courses

Hybrid and Causal Machine Learning in the Earth Sciences - Lecture 36

Explore hybrid and causal machine learning applications in Earth sciences, focusing on advanced AI techniques for environmental data analysis and modeling.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Economic Complexity and Sustainable Growth - Lecture 40

Explore economic complexity and sustainable growth principles with Prof. César Hidalgo, examining the intersection of economic development, sustainability, and complex systems thinking.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Predicting Classifier Accuracy in the Wild - Lecture 39

Dive into advanced machine learning concepts with Prof. Sebastiani as he explores methods for predicting classifier accuracy in real-world applications and deployment scenarios.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Learning Manipulation Skills from Instructional Videos - Lecture 38

Discover how AI systems can learn complex manipulation skills by analyzing instructional videos, with insights into computer vision and robotic learning applications.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Deep Learning and Process Understanding for Data-Driven Earth System Science - Lecture 37

Explore deep learning applications in Earth System Science, focusing on process understanding and data-driven approaches to environmental research and analysis.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Variational Audio-Visual Representation Learning - Lecture 34

Explore advanced concepts in variational learning techniques for audio-visual data representation, focusing on cutting-edge AI methodologies and their practical applications.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

AI for Mental Health - Lecture 33

Explore how artificial intelligence technologies can revolutionize mental health assessment, diagnosis, and treatment through cutting-edge research and practical applications.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Trustworthy AI and Cybersecurity Perspectives on Large Language Models - Lecture 32

Explore cybersecurity challenges and trustworthiness concerns in Large Language Models through expert insights on risk assessment, safety measures, and ethical AI development practices.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

The Unreasonable Effectiveness of Large Language-Vision Models for Video Domain Adaptation - Lecture 31

Explore the groundbreaking potential of large language-vision models in video domain adaptation through Prof. Ricci's expert analysis of their effectiveness and applications.

• YouTube
• 55 minutes
• On-Demand
• Free Video

AI, Large Language Models and University Education

Explore the impact of AI and large language models on university education through expert insights from Prof. Ioannis Pitas in this thought-provoking lecture.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

From Images to Text: New Forms of Human-AI Interaction

Explore cutting-edge techniques connecting computer vision and natural language processing, focusing on image-to-text generation, AI controllability, and embodied AI applications.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Large Language Models - Are They All You Need?

Explore the capabilities, limitations, and future potential of Large Language Models through expert insights into their architecture, applications, and impact on AI development.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

Analyzing Arguments from Political Debates

Explore advanced computational techniques for analyzing and understanding political debate arguments, focusing on AI-driven methods for extracting meaningful insights from political discourse.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Political Barometer: Public Opinion Mining Using Tweets

Explore advanced techniques for mining public opinion from Twitter data to analyze political sentiment and create accurate political barometers in the digital age.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Media Portrayals of COVID-19 in British Newspapers - 2023

Explore how British newspapers portrayed COVID-19 through computational analysis, examining media narratives, public discourse patterns, and journalistic approaches during the pandemic.

• YouTube
• 29 minutes
• On-Demand
• Free Video