Open Data Science Courses

Vector Search for Data Scientists - Connor Shorten

Explore vector search in data science with Connor Shorten, covering Weaviate Vector Search Engine, healthcare applications, and content performance analytics. Gain insights into vector representations and segmentation.

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

Search and Discovery in News and Research - Dr. Anju Kambadur

Explore Bloomberg's AI-driven search and discovery system for financial news, leveraging machine learning and NLP to parse unstructured data and provide valuable insights for clients.

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

Leaner and Greener AI with Quantization in PyTorch - Suraj Subramanian

Discover how quantization in PyTorch can make AI models lighter, faster, and more power-efficient without compromising accuracy. Learn techniques and workflows from an ML expert at Meta AI.

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

Scaling Machine Learning with Data Mesh - Shawn Kyzer

Explore scaling machine learning with Data Mesh, covering key concepts like data as a product, self-serve infrastructure, and federated governance. Learn innovative strategies for enhancing ML capabilities and driving business value.

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

Inclusive Search and Recommendations

Explore inclusive AI in personalized discovery systems, focusing on fairness, diversity, and privacy. Learn strategies for reducing bias and implementing responsible AI in search and recommendation algorithms.

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

AI in a Minefield: Learning from Poisoned Data - Johnathan Roy Azaria

Explore data poisoning threats in AI security, uncovering tactics used to sabotage model training and strategies to reinforce systems against covert threats. Gain real-world insights from an expert in threat research.

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

Orchestrating Data Assets Instead of Tasks, With Dagster - Sandy Ryza

Explore data orchestration with Dagster, focusing on managing data assets over tasks. Learn about pipeline development, testing, deployment, and monitoring in data engineering and machine learning.

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

Physics-Inspired Learning on Graph - Michael Bronstein, PhD

Explore physics-inspired continuous learning models for graphs, challenging traditional message-passing paradigms. Discover new approaches using differential geometry, algebraic topology, and differential equations to revolutionize graph machine learning.

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