Cursussen
18910 Cursussen
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.
YouTube
Conference Talk
36 minutes
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.
YouTube
Conference Talk
33 minutes
On-Demand
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.
YouTube
Conference Talk
58 minutes
On-Demand
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.
YouTube
Conference Talk
32 minutes
On-Demand
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.
YouTube
Conference Talk
45 minutes
On-Demand
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.
YouTube
Conference Talk
21 minutes
On-Demand
Analyzing Data with Python & Docker
Explore powerful data analysis workflows by combining Python and Docker. Learn to create robust, repeatable systems for small and large-scale data processing using containerization techniques.
YouTube
Conference Talk
43 minutes
On-Demand
How to Conquer the World
Learn to develop a genetic algorithm in Python to master the board game Risk, exploring object-oriented design and AI strategies for game simulation and optimization.
YouTube
Conference Talk
43 minutes
On-Demand
Minds, Machines and Python
Explore AI through logic and language using simple Python programs, focusing on loops, self-reference, and tangled hierarchies as key concepts in understanding intelligence and learning.
YouTube
Conference Talk
46 minutes
On-Demand
Graph Databases - A Little Connected Tour
Explore graph databases, their advantages in handling connected data, and learn about Neo4J and its Cypher query language for efficient data modeling and querying in Python.
YouTube
Conference Talk
26 minutes
On-Demand
One Year of Snowden, What's Next?
Exploring the impact of Snowden's revelations on global surveillance, data privacy, and societal implications. Discusses potential defenses against large-scale intelligence gathering operations.
YouTube
Conference Talk
58 minutes
On-Demand
Python and PostgreSQL for Huge Data Warehouses
Explore techniques for managing massive data warehouses using Python and PostgreSQL, covering connection pooling, data replication, optimization, and efficient querying strategies.
YouTube
Conference Talk
57 minutes
On-Demand