Data Science Conference Courses

Reproducibility and Versioning of Machine Learning Systems

Explore essential aspects of ML system reproducibility, from dataset versioning to containerization, ensuring reliable model performance and regulatory compliance in production environments.

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

Delivering Delivery Time Prediction - Machine Learning Lessons and Model Optimization

Discover practical insights into ML model development, from handling unclear requirements to ensemble classification techniques and determining optimal probability cutoffs for delivery predictions.

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

Next-Wave of Value - Operating Model for Scaling Data Science and AI

Explore the organizational and technological foundations for scaling data science and AI operations, focusing on sustainable value creation and efficient business integration.

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

Key Practices to Improve Your Data Communication

Master effective data presentation techniques and learn to create visually appealing documents, slides, and charts that enhance communication of insights while avoiding information overload.

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

Ethical AI and AI Quality by Design - Building Responsible AI Systems

Explore ethical AI principles, quality metrics, and development methodologies for building responsible AI systems that prioritize ethical considerations and public intelligence.

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

AI-Supported Transformation of Urban Infrastructure - Smart Cities and Energy Optimization

Discover how AI and machine learning optimize urban infrastructure, from buildings to transport systems, creating smarter, energy-efficient cities through predictive control and automated decision-making.

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

Business Intelligence Toolkit Powered by Natural Language Processing

Discover how NLP methods power a BI toolkit for arts and culture, featuring keyword extraction, text classification, and impact analysis through geo-referenced visualization for social value creation measurement.

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

Building Decision-Making Assistants: Introduction to Recommendation Systems

Explore recommendation systems from basic classification to advanced Netflix-style matrix factorization, covering content filtering, collaboration models, SVD, and PCA techniques.

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

Data as an Instrument for More Efficient Collaboration with Robots

Explore how data-driven approaches enhance human-robot collaboration, focusing on cobot technology, environmental understanding, and human behavior modeling for safer workplace interaction.

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

Fostering the New Data Culture at Bosch Power Tools

Discover how Bosch Power Tools leverages data culture and AI/IoT integration to drive market competitiveness and digital transformation in this insightful industry presentation.

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

Gender Visibility Analysis in News Media - Implementing Transparency Through Text Analytics

Discover how text analytics and reporting tools can promote gender equality in media coverage by tracking and improving visibility patterns in newsroom content and journalist practices.

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

AI in Sports - Basketball Rule Violation Detection

Discover how AI revolutionizes basketball through innovative rule violation detection systems, match analysis, and broadcasting enhancements, improving game integrity and viewer experience.

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

Creating Interactive Data Science MVP Demos Without Frontend Development

Master the art of creating interactive data science demos without frontend skills, from Jupyter notebooks to cloud-hosted MVPs that enable stakeholder feedback and testing before customer deployment.

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

Machine-Brain Intelligence in Brain-Computer Interfaces - Understanding Neural Networks and Human Learning

Explore the symbiotic relationship between neural networks and brain-computer interfaces, discovering how machine and human learning combine to extend neural control to external devices.

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

AI for Autonomous Mobile Robots - Computer Vision and Navigation Systems

Explore how AI and computer vision enable autonomous mobile robots to navigate safely alongside humans in logistics, focusing on deep learning, mapping, and advanced navigation algorithms.

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