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

Building a Data Mesh - Strategies and Best Practices

Explore data mesh architecture: benefits, challenges, and best practices for implementation. Learn strategies for designing data products, governance models, and ensuring data quality in this decentralized approach.

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

AI for Cybersecurity

Explore AI's role in cybersecurity, including research examples, workforce development, and the AI4Cyber Virtual Machine. Gain insights on integrating AI into security practices and optimizing operations.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Data Planning to Implementation

Explore the journey from data planning to implementation, covering data strategy, maturity, roadmaps, and best practices for turning insights into actionable solutions across businesses.

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

An Intuition-Based Approach to Reinforcement Learning

Explore an intuition-based approach to reinforcement learning, covering key concepts like exploit vs. explore, Q-tables, and stochastic actions, with practical examples and applications.

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

Real-Time Analytics and Built-In Machine Learning Models With a Single Database

Explore real-time analytics and machine learning with HTAP databases. Learn to leverage SQL for model building and discover tools for efficient data infrastructure in this hands-on webinar.

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

Streaming Featurization with Ibis, Substrait and Apache Arrow

Explore real-time streaming data processing using Ibis, Substrait, and Apache Arrow. Learn how this software stack enhances featurization workflows for fast, accurate insights and decision-making in data science.

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

Cybersecurity and Policing in the Metaverse

Explore cybersecurity challenges in the Metaverse with Jack McCauley. Learn about potential threats, privacy risks, and how AI can combat cyberattacks in virtual environments.

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

Denoising Diffusion-Based Generative Modeling

Explore diffusion-based generative modeling, its advantages over other approaches, and applications in image generation and inverse problems. Learn about score functions, training methods, and recent advancements.

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

CI-CD for Machine Learning

Automate ML model training and evaluation using GitLab CI/CD. Learn to allocate cloud instances, generate performance reports, transfer data, and customize workflows for efficient machine learning development.

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

Machine Learning for the 99%

Strategies for small and medium-sized organizations to overcome challenges and implement machine learning in real-world applications, focusing on product definition, data, deployment, and ethics.

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