Data Science Conference Courses

Combining Behavioral Research and NLP to Combat Gender Biases

Discover how AI and behavioral research combine to identify and reduce gender biases, exploring MLOps practices, user interaction learning cycles, and responsible AI deployment on Kubernetes.

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

Towards the Universal Law of Robustness for Deep Neural Networks

Explore fundamental developments in neural network robustness, focusing on overparametrized models and the BLN Conjecture through geometric visualization and practical applications.

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

Analysis of Sports Scenes Using Computer Vision Models

Explore computer vision applications in sports analysis, from player detection to performance monitoring, using deep neural networks with practical experiments in handball scene analysis.

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

How to Train GPT-3 with Your Own Dataset

Discover practical techniques for customizing GPT-3 through dataset training, exploring real-world applications and methods to enhance model performance for specific use cases.

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

Face Spoofing Detection: Theory and Practice

Explore face spoofing detection methods from foundational approaches to modern implementations, covering theoretical frameworks and practical applications in security and authentication systems.

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

Why Synthetic Data is Needed for AI Fairness and Explainability

Discover how synthetic data enhances AI fairness and explainability through machine learning techniques, focusing on audio data modeling and source separation applications.

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

Application of AI in Modern Production Robotics for Video Production

Discover how AI-powered robotics revolutionizes video production by automating camera operations, reducing crew requirements, and maintaining high quality standards in modern broadcasting environments.

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

Developing Visual AI Solutions for Online Marketplaces

Discover how AI-powered visual solutions enhance online marketplaces through improved recommendations, search capabilities, and automated product tagging while exploring deployment challenges and technical implementations.

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

Machine Learning System Endeavors - From Design to Production

Explore the journey of implementing a video processing AI system, from initial design through production challenges, focusing on ML pipeline management, bug tracking, and real-world impact in smart buildings.

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

Container Tracking and Demand Forecasting for Bosch Tools Supply Chain Operations

Discover how BOSCH Power Tools leverages neural forecasting models in AWS cloud to optimize demand forecasting, reduce inventory costs, and enhance supply chain stability for millions of product time series.

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

Smart Approach in Development and Deployment Process for ML Models

Discover efficient strategies for ML model development, focusing on smart data mart creation, preprocessing techniques, and streamlined deployment processes using Python/PySpark.

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

Lakehouse Architecture with Delta Lake and Databricks

Dive into Lakehouse architecture fundamentals, exploring Delta Lake format and Databricks platform implementation for modern data management and analytics solutions.

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

Use Case in Demand Forecasting at Fortenova Group DataLab

Discover how DataLab implements demand forecasting at Konzum and Mercator, from cloud data migration to modeling and industrialization, while exploring the evolution of this data analytics center of excellence.

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

Boosting Data Science Routines with DataArt's AutoML Platform

Discover how DataArt's DS/ML Platform automates data science workflows through feature engineering, model selection, and deployment - suitable for both expert and citizen data scientists.

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

Testing Machine Learning Systems - What It Is and Why You Should Care

Discover essential strategies for testing ML systems in production, from key concepts and best practices to overcoming common challenges for faster, higher-quality development outcomes.

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