Open Data Science Courses

Graph Embeddings - Ways Your AI Can Learn From Your Connected Data - Nicolas Rouyer

Explore five ways AI can leverage graph embeddings to extract insights from connected data, enhancing machine learning algorithms and unlocking hidden patterns in complex relationships.

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

Flawed Machine Learning Security - Alejandro Saucedo

Explore critical security flaws in ML lifecycle and learn prevention strategies. Gain insights on MLSecOps, challenges in production systems, and OWASP Top 10 for Machine Learning from an industry expert.

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

From BI to AI - Lakehouse Is the Modern Data Architecture - Vini Jaiswal

Explore Lakehouse, a modern data architecture combining data warehouses and lakes. Learn its principles, architecture, and real-world applications for efficient data management and analysis.

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

Reliable Pipelines and High Quality Data Without the Toil - Kyle Kirwan

Explore data observability's power in enhancing pipeline quality, reducing maintenance toil, and optimizing performance. Learn key components: metrics, data, lineage, and alerts for effective data management.

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

Leveraging Data in Motion in a Cloud-First World - Jun Rao

Explore Apache Kafka's journey, its cloud-native potential, and real-world applications. Learn how Fortune 100 companies leverage this platform for data-in-motion, revolutionizing data engineering and analytics workflows.

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

Vector Search - A Gentle Introduction - Zain Hasan

Explore vector search technology, its applications in semantic search and recommendation systems, and learn about implementing real-time vector search with CRUD support for production-scale ML models.

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

Demystifying Data Mesh - Tackling Common Misconceptions About Data Mesh - Wannes Rosiers

Clarifies Data Mesh principles, debunks misconceptions, and explores its potential to revolutionize data management in distributed landscapes. Provides insights for better understanding of this approach.

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

MLOps for Musicians - Akira Shibata

Explore AI's impact on music with Dr. Shibata, covering democratization of data, AI audio plugins, and innovative sound synthesis techniques advancing AI usability in music creation.

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

Beyond Monitoring - The Rise of Data Observability - Shane Murray

Explore data observability as a solution to data downtime, ensuring data trust at scale. Learn its importance in modern DataOps and gain insights for implementing a robust data quality strategy.

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

Introduction to Generative Art with Stable Diffusion - Hunter Kempf

Explore Stable Diffusion's architecture, ethical implications, and practical applications in generative AI art. Learn tips for image generation and gain insights into future possibilities for AI-driven creativity.

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

Leveraging Generative AI in Education

Explore how Generative AI revolutionizes education, enhancing learning experiences and empowering students globally. Discover its impact, benefits, challenges, and future potential in transforming educational landscapes.

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

Generative AI for Biomedical Insights - Solutions Through OpenBIOML and BIO GPT - Bidyut Sarkar

Explore Generative AI's impact on biomedical research with IBM expert Bidyut Sarkar. Learn about OpenBIOML, BIO GPT, and responsible deployment strategies for leveraging AI in healthcare and scientific discoveries.

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

Assessing Data Quality - The 3 Facets of Data Fitness

Explore the three facets of data "fitness" with Susan McGregor. Learn to assess validity, reliability, and representativeness to ensure your data is fit for purpose and unlock its true potential.

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

Spark, Cloud, DBT, Data Warehouses Etc. - Navdeep Kaur

Explore current trends in Data Engineering, including the shift towards new data stacks, tech used by companies, reasons for change, and the transition to data warehouses and delta lakes.

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

Framework and Lessons Learned from Building a Generative AI Application - Jason Tan

Discover insights on building Generative AI applications, exploring frameworks, lessons learned, and the advantages of embedded AI for innovative solutions and business integration.

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