Continuous Learning Courses and Certifications

Alan Turing Institute

Generalizing Scientific Machine Learning and Differentiable Simulation Beyond Continuous Models

Explore advanced scientific machine learning, extending differentiable simulation to complex models like jump diffusions and agent-based systems, addressing challenges in implementation and numerical stability.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Lessons in Curiosity, Collaboration, and Continuous Learning

Exploring curiosity, collaboration, and continuous learning in education. Emphasizes technology's role, diverse relationships, and empowerment for students and teachers to tackle educational challenges.

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

Centre for Networked Intelligence, IISc

Towards a Theory of Exploration in Continuous-Time Reinforcement Learning

Delve into advanced theoretical frameworks for continuous-time reinforcement learning, exploring relaxed controls and rough path theory for modeling exploration processes in stochastic environments.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

EDGE AI FOUNDATION

Smart and Connected Soft Biomedical Stethoscope and Machine Learning for Continuous Real-Time Disease Detection

Discover how soft wearable stethoscope technology combines with machine learning to enable continuous cardiopulmonary monitoring and automated disease detection with 95% accuracy in clinical settings.

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

Hatch Conference

The Power of Staying a Beginner - Embracing Continuous Learning in UX and Design

Discover how embracing a beginner's mindset can transform your approach to work, fuel creativity, and help navigate change through curiosity-driven learning and continuous personal growth.

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

Centre International de Rencontres Mathématiques

Recent Progress in Continuous-Time Reinforcement Learning and Regret Analysis

Explore recent advancements in continuous-time reinforcement learning and regret analysis, focusing on mathematical applications in economics and finance.

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

Valence Labs

Manifold Diffusion Fields - Learning Generative Models of Continuous Functions on Riemannian Manifolds

Explore Manifold Diffusion Fields for generating continuous functions on Riemannian manifolds. Learn about spectral geometry, intrinsic coordinate systems, and applications in AI for drug discovery.

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

Toronto Machine Learning Series (TMLS)

Neural ODEs: Continuous-Time Models for Machine Learning - TMLS 2019

Explore neural networks as implicit models and their applications in scientific computing with David Duvenaud at TMLS2019.

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

Toronto Machine Learning Series (TMLS)

Adapting Continuous Integration and Continuous Delivery for Machine Learning

Explore MLOps practices for managing ML complexity, adapting CI/CD workflows using Git, GitHub Actions, and DVC to balance experimentation with stability in production.

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

Neuro Symbolic

Introduction to ML Ops and Continuous Delivery for Machine Learning

Explore ML operations and the Continuous Delivery for Machine Learning Model in this concise introduction to MLOps.

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

Institute for Pure & Applied Mathematics (IPAM)

Heisenberg-Limited Hamiltonian Learning for Continuous Variable Systems via Engineered Dissipation

Explore Heisenberg-limited algorithms for learning bosonic Hamiltonians in continuous-variable quantum systems using engineered dissipation and quantitative adiabatic approximations.

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

How to Get a FAANG Dev Job in Your 40s - Interview with John Washam

Insightful interview with John Washam on his journey from military translator to Amazon engineer, sharing strategies for self-taught developers to break into tech and succeed in coding interviews.

• freeCodeCamp
• 3 hours 2 minutes
• Self-Paced
• Free Video

Dive into post-SAP TechEd learning with curated content on Cloud Concepts, Business Suite Methodology, and AI Ethics to build on your on-site experience.

• SAP Learning
• 10 minutes
• Self-Paced
• Free Online Course

Dive deeper into SAP TechEd Berlin insights with curated content on Cloud Concepts, Business Suite Methodology, and AI Ethics for continuous professional growth.

• SAP Learning
• 10 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Strategies for Student Entrepreneurs

Insights from a successful VC on navigating entrepreneurship as a student, covering common concerns, debunking myths, and offering practical advice for aspiring founders.

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