Data Science Conference Courses

Rivian: Scaling Data and ML Platforms for Advanced Driver-Assistance Systems

Discover how Rivian built a scalable platform for managing complex data pipelines and ML workloads powering their advanced driver-assistance systems, featuring KubeRay, Kueue, and custom infrastructure solutions.

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

How Biometrics Are Shaping the Future

Explore how biometric technologies are transforming industries, enhancing security, and enabling smarter infrastructure while examining key advancements, challenges, and ethical considerations in their implementation.

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

The State of Data Engineering

Explore the evolution of data engineering as Jesse Anderson traces industry history from data warehousing to data science, sharing key lessons and strategies for sustainable success in the field.

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

How to Fail AI Implementations

Discover common pitfalls in AI project implementation, from unrealistic expectations and poor data preparation to ineffective client communication, and learn strategies to overcome these challenges.

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

Accelerating AI with Hyperscaler Platforms

Discover how hyperscaler platforms transform AI development with high performance, resource flexibility, and efficient model deployment, illustrated through a telecommunications case study.

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

Beyond the Hype: Realities of AI in Business

Uncover the hidden challenges of AI implementation in business and learn why data infrastructure, governance, and data lakes are the true foundations for successful AI integration beyond the hype.

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

AI-Driven Query Plan Optimization in Big Data Processing Tools

Explore how AI-based cost estimation transforms query optimization in big data environments, improving performance in tools like Hadoop, Hive, and Spark compared to traditional heuristic approaches.

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

Data Analysis in the Age of Data Democratization

Discover how to bridge the gap between non-technical users and data analysis, making data insights accessible to all while addressing challenges in data democratization within organizations.

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

Encouraging Kids to Read: LLMs for Education and Fun

Discover how SoftwareOne used LLMs and AWS Cloud to create an AI Engine for Worldreader that generates engaging book activities for children in Kiswahili and English, reducing development time from weeks to minutes.

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

Future-Proofing Your Business with Demand Forecasting

Discover how BE-terna's Alisa AI solution transforms business operations through advanced predictive analytics, optimizing inventory levels and enhancing profitability with accurate demand forecasting.

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

The (mis)use of GenAI in Data Analytics

Explore common pitfalls of generative AI in data analytics, focusing on evaluation methodologies to prevent hallucinations and failed PoCs, with practical strategies for successful implementation in marketing applications.

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

Business Decision-Making in the Era of AI

Discover how AI revolutionizes business processes by streamlining data tasks, enabling direct AI interaction for insights, and democratizing data access for all organizational levels.

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

CI/CD Delays: Losing Time, Money and Sanity

Explore the hidden costs of inefficient CI/CD pipelines and discover practical strategies to optimize systems, save time, reduce expenses, and alleviate developer frustration through real-world AWS examples.

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

Event Analytics - From Unstructured to Insightful

Explore event modeling techniques for integrating multi-source data to solve business intelligence challenges, from resolving financial discrepancies to reconstructing data narratives for enhanced decision-making.

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

Data Platform Infrastructure at Rivian: A Deep Dive

Explore the challenges and strategies in building a reliable data platform at Rivian, focusing on scaling solutions with Kubernetes, AWS tools, and cloud-native technologies for performance and cost efficiency.

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