All current Conference Talks courses in 2024
731 Courses
Python on Windows, Like a Boss
Discover how to enhance Python development on Windows using Visual Studio's powerful tools for managing environments, writing code, and debugging - all for free.
Writing Code - Evolve It Instead
Explore genetic algorithms as a biologically-inspired AI approach to code generation, discussing their potential impact on software development and the future of programming.
If Ethics is Not None
Explore the history of ethics in computing, from early computers in warfare to modern AI and privacy issues, emphasizing the role of technologists in shaping a responsible future.
A Gentle Introduction to Data Science
Explore data science fundamentals, from AI's influence to practical machine learning in Python. Covers key concepts, problem-solving applications, and essential Python tools for aspiring data scientists.
AI on a Pi
Explore Deep Learning with Python and MXNet, including practical demonstrations on a Raspberry Pi for computer vision and natural language processing tasks.
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.
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.
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.
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.
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.