Open Data Science Courses

Impact of Data Science on Social Media Data - Jyotika Singh

4 reviews

Explore how data science transforms social media data, revealing insights to optimize profits for high-revenue properties. Learn about AI model building, applications, failures, bias, and solutions.

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

Artificial Intelligence Safety and Security - Roman V. Yampolskiy, PhD

2 reviews

Explore AI's impact on cybersecurity, its potential risks and benefits, and strategies for ensuring AI safety and ethical development in this thought-provoking talk by Dr. Yampolskiy.

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

Vision Transformer and Its Applications

1 review

Explore vision transformers' architecture, self-attention in computer vision, and applications in recognition, segmentation, and multi-modal learning. Discover their potential for general-purpose model architectures.

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

Responsible Use of AI in Health Care

1 review

Explore responsible AI use in healthcare, addressing challenges, identifying biases, and implementing ethical practices to enhance patient outcomes and promote health equity.

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

How to Set Up an ML Data Labeling Pipeline - Best Practices and Examples

1 review

Learn best practices for building ML data labeling pipelines through crowdsourcing. Explore real-life examples, requirements, and techniques for high-quality labeled data in supervised machine learning projects.

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

Rethinking ML Development - A Data-Centric Approach

Explore a data-centric approach to ML development, focusing on iteration, quality tools, and problem-solving strategies for more effective AI model creation and implementation.

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

Operationalizing Organizational Knowledge with Data-Centric AI

Explore data-centric AI with Alex Ratner: operationalizing knowledge, managing training data, and leveraging foundational models for real-world applications in machine learning and responsible AI.

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

Real Time Data Science Made Easy

Discover strategies for building efficient real-time data science systems. Learn about data movement, design patterns, and best practices for writing, testing, and reproducing analytics in real-time environments.

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

Automated Data Classification

Explore automated data classification's role in efficient data management, regulatory compliance, security enhancement, and decision-making support for large enterprises with Alex Gorelik.

• YouTube
• 33 minutes
• On-Demand
• 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
• On-Demand
• 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
• 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