Data Science Conference Courses

How to Train a Large Diffusion Model

Dive into the transformative world of diffusion models for image generation, exploring training requirements, applications like Midjourney and DALL-E 3, and how to avoid common development pitfalls.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

LLMs - Application and Impact on Business

Explore how Large Language Models are transforming businesses with Sacha Khanin's keynote from DSC EUROPE 24, examining practical applications and strategic impacts.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Exploring the Mechanisms of LLM Reasoning Capabilities

Delve into the inner workings of LLM reasoning with Arsenii Shkunkov as he examines whether these models truly reason like humans or simply match patterns and memorize data.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Leveraging Multimodal Language Model for AI Native Wireless Systems

Explore how multimodal language models can be leveraged to create AI-native wireless systems in this insightful presentation from DSC EUROPE 24.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

VerifAI: Biomedical QA with Verifiable Answers

Explore VerifAI, an open-source biomedical question-answering system that verifies answers and detects hallucinations using advanced RAG techniques, ensuring factual accuracy in life sciences applications.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Boosting Data Efficiency with AI: Insights from a Case Study

Discover how AI innovations transformed customer support at Sunny Cars through email automation, knowledge management, and AI-driven insights, reducing response times and enhancing customer satisfaction.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

DSPy: The End of Prompt Engineering as We Know It

Discover how DSPy framework revolutionizes LLM development by automating prompt optimization, enabling modular programming approaches, and creating self-improving pipelines that eliminate manual prompt engineering challenges.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Fighting AI with AI

Explore how deepfakes threaten authenticity and learn about AI-powered detection methods to combat them, featuring Behavioral Signals' technology for identifying synthetic voices.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

AI in Maritime - Autonomous Ships

Explore how AI is transforming maritime operations, from predictive maintenance and route optimization to autonomous navigation systems that can recognize sea conditions and detect objects in real-time using deep neural networks.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Accelerating Model Deployment with MLOps

Discover how MLOps and Continuous Integration frameworks automate and accelerate machine learning model deployment, streamlining the entire lifecycle from creation to monitoring for faster iterations and stable codebases.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

AI-Powered Real-Time Quality Control in Manufacturing

Discover how AI and machine learning transform manufacturing quality control with real-time inspection systems that enhance efficiency, scalability, and agility in production processes.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Optimizing Context Tuning for RAG Systems

Explore strategies for optimizing Retrieval-Augmented Generation systems, focusing on context tuning techniques like passage selection, weighting, and dynamic context adjustment to enhance natural language processing applications.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

All About Biases in Artificial Intelligence

Explore biases in AI with Karen de Sousa Pesse, a STEM leader who examines data gaps and their impact while providing insights on building safer, more inclusive technologies for the future.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Multimodal Video Face Liveness: A Better Alternative?

Explore multimodal video face liveness detection as a robust facial authentication approach combining depth estimation, motion analysis, and temporal data to overcome limitations of traditional methods.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Manufacturing in 21st Century: AI Supported Manual Assembly

Discover how VIOLET AI assists manual assembly operators in manufacturing, addressing human errors while advancing toward Industry 4.0 without replacing workers but empowering them for better quality management.

• YouTube
• 37 minutes
• Self-Paced
• Free Video