All current Conference Talks courses in 2024
731 Courses
Despicable Machines - How Computers Can Be Assholes
Explore the ethical implications of machine learning, examining bias in algorithms and its real-world consequences. Learn about cutting-edge research on counteracting bias and consider unanswered questions in AI morality.
On-Demand
Modelling Pollution from Traffic, Using Smartphone Data and Python
Explore Python-based modeling of traffic pollution using smartphone data, combining traffic assignment, econometric models, and congestion analysis for urban environmental monitoring and mitigation.
On-Demand
A Robotic Platform for Natural and Effective Human-Robot Interaction
Explore a Python-based humanoid robotic platform for natural human-robot interaction using speech, gestures, and facial expressions. Learn about its architecture, applications, and see a live demo.
On-Demand
Understanding and Implementing Recurrent Neural Networks Using Python
Explore Recurrent Neural Networks: their memory-retaining properties, applications in sequence data analysis, and implementation using Python and Keras. Learn about advanced concepts like BPTT and LSTMs.
On-Demand
When to Use Machine Learning - Tips, Tricks and Warnings
Discover when and how to effectively apply machine learning, with practical tips and real-world examples from open-source projects and cryptocurrency trading.
On-Demand
May the Fuzz Be with You
Explore how LSTM neural networks and Python can generate AI-driven test inputs for software testing and network security, improving upon traditional fuzzing techniques.
On-Demand
From Linear Algebra to Machine Learning
Explore the mathematical foundations of machine learning, from linear algebra to optimization, with practical Python implementations using NumPy, SciPy, and TensorFlow.
On-Demand
Getting Your Data Joie De Vivre Back
Explore data-driven creativity through AI and visualization, from poetry composition to image reconstruction, blending technical skills with artistic expression for fun and learning.
On-Demand
Teaching Programming to the Next Generation
Explore effective strategies for teaching Python programming to young students aged 11-18, based on a successful case study in a UK secondary school.
On-Demand
AI in Contemporary Art
Explore AI's impact on contemporary art, from creative applications like DeepDream to critical examinations of facial recognition and deep fakes. Discover how artists and technologists are pushing boundaries and addressing societal implications.
On-Demand