Data Science Conference Courses

AI Agents: Transforming Autonomous Decision-Making

Explore how AI agents are revolutionizing autonomous decision-making through their foundational principles, real-world applications across industries, and future potential while addressing ethical considerations.

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

Beyond Autocomplete: Local AI Code Completion Demystified

Explore JetBrains' Local AI Code Completion development, from cloud vs. local model considerations to evaluation methods, prompt engineering, and the future of efficient language model inference for coding assistance.

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

AI-Powered Insights Mining: CBS BrandPulse Solves AI Hallucinations

Discover how CBS BrandPulse integrates with OpenAI to overcome AI hallucinations, enabling precise data analysis and reliable business insights through guided LLM implementation for marketing and sales strategies.

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

Data Driven Culture in Software Defined Vehicles

Discover how Rivian leverages data and AI to revolutionize electric vehicle development, enhancing software integration and connectivity while optimizing performance through advanced analytics.

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

Harnessing Power: Inside Sofascore's Data-Driven Infrastructure

Dive into Sofascore's advanced analytics pipeline that processes 1.5 PB of data for 25M monthly users, exploring how Firebase, BigQuery, ClickHouse, and AI-driven analytics deliver real-time sports insights.

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

Modern Web Data Extraction: Tools, Techniques and Ethics

Explore web crawling and scraping methodologies for AI data needs, including ethical considerations, legal compliance, and best practices for responsible web data extraction.

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

Application of AI Technologies in Nuclear Power Plants

Discover how AI technologies are being deployed in Slovak nuclear power plants to improve maintenance and operations while addressing regulatory challenges and human interaction aspects in high-stakes environments.

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

Open Data for All: Social Action, Peace Tech and Community Outreach

Discover how open data can empower activists and the third sector for social good, overcome governmental obstacles, and leverage peace technology to drive positive community change and influence policy-making.

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

Predicting Retention on the BBC Sounds Service Using Historic User Dynamics

Discover how BBC Sounds uses temporal machine learning models to predict user retention, comparing neural networks with static models like XGBoost to optimize marketing efforts and reduce subscriber churn.

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

Time Series Forecasting and Anomaly Detection in Radio Networks

Discover advanced time series analysis techniques for optimizing radio network performance, improving capacity planning, and enabling proactive anomaly detection to enhance resource management and energy efficiency.

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

AI Trustworthiness: Path to Mass Adoption in Critical Industries

Explore how AI adoption in critical sectors like healthcare and defense requires meeting strict safety standards, regulatory compliance, and building trust through robustness and explainability.

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

Building up the Bosch Semantic Data Lake

Discover how Bosch created their Semantic Data Lake, integrating Knowledge Layers for flexible analysis across various data types while enabling efficient reporting, machine learning, and streamlined data-driven decision-making.

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

Effective Data Migration: Challenges and Success

Discover actionable strategies for successful data migration to cloud environments, addressing challenges in cost optimization, self-service infrastructure, GDPR compliance, and avoiding vendor lock-in while enhancing data science workflows.

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

Optimizing AI Inference with ML Compilers and Hardware

Explore how ML compilers and hardware innovations optimize AI inference, addressing LLM complexity challenges and showcasing specialized hardware solutions for efficient AI deployment.

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

TIS Group's AI Journey: From Healthcare to Agriculture

Explore TIS.AI's innovative applications across healthcare and agriculture, including infant interaction platforms and vineyard solutions, while learning about the company's business foundations and future vision.

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