Gender Based Violence Courses

Docker

Message-Based Microservices Architectures Driven With Docker

Explore microservices architectures using Docker, covering topics like distributed data, identity management, and event-driven systems for improved scalability and flexibility.

• YouTube
• 47 minutes
• On-Demand
• Conference Talk

OPENPediatrics

Utilizing Evidence-Based Practice Translation Models

Dr. Newhouse explores evidence-based practice models, their application in research, and strategies for translating findings into clinical practice, enhancing healthcare delivery and patient outcomes.

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

OPENPediatrics

Advantages and Disadvantages of Biomarker-Based Endotyping for Critical Care

Explore biomarker-based endotyping in critical care: advantages, limitations, and future prospects for sepsis and ARDS research, with insights from pediatric and adult studies.

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

OPENPediatrics

Postoperative Evidence Based Analgesia - Fact or Fiction?

Explores morphine's role in pediatric post-operative pain management, discussing research, pharmacodynamics, and clinical trials to evaluate efficacy and optimal dosing strategies.

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

OPENPediatrics

Evidence-Based Practice

Dr. Melnyk explores evidence-based practice in healthcare, highlighting its benefits for patients, hospitals, and costs. Learn strategies for implementing EBP, building competencies, and fostering a supportive culture.

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

OPENPediatrics

Nursing Practices and Evidence-Based Research

Explore evidence-based practice and nursing research from a global perspective, focusing on pediatric care. Learn about supporting nurses in research and implementing complementary care strategies.

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

Steve Brunton

Model Based Reinforcement Learning - Policy Iteration, Value Iteration, and Dynamic Programming

Explore dynamic programming in model-based reinforcement learning, covering policy iteration, value iteration, and Q-learning for effective decision-making strategies.

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

Simons Institute

Machine Learning-Based Design of Proteins

Explore machine learning-based protein design with Jennifer Listgarten, covering directed evolution, predictive models, and optimization techniques for gene therapy applications.

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

Simons Institute

Optimal Gradient-Based Algorithms for Non-Concave Bandit Optimization

Explore optimal gradient-based algorithms for non-concave bandit optimization, covering stochastic problems, low-rank linear rewards, and high-order polynomials with applications to reinforcement learning.

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

Simons Institute

Offline Reinforcement Learning and Model-Based Optimization

Explore offline reinforcement learning and model-based optimization techniques, focusing on data-driven approaches, Q-function lower bounds, and model inversion networks for automated decision-making.

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

Simons Institute

Model-Based Reinforcement Learning with Value-Targeted Regression

Explore model-based reinforcement learning with value-targeted regression, covering episodic RL, UCRL, deterministic systems, and the MatrixRL algorithm.

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

Simons Institute

MOPO - Model-Based Offline Policy Optimization

Learn about MOPO, a model-based approach for offline reinforcement learning, addressing challenges in distributional domain shift and improving policy optimization.

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

Simons Institute

Insights on Gradient-Based Algorithms in High-Dimensional Learning

Explore gradient-based algorithms in high-dimensional learning, covering statistical physics solutions for performance analysis in nonconvex settings like spiked mixed matrix-tensor model, perceptron, and phase retrieval.

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

Simons Institute

Overview of Elliptic Curve Isogenies Based Public Key Cryptography Assumptions

Explore elliptic curve isogenies in public key cryptography, covering history, examples, algorithms, and quantum implications for post-quantum cryptography.

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

Simons Institute

Machine Learning-Based Design of Proteins and Small Molecules

Explore machine learning techniques for designing proteins and small molecules, covering directed evolution, model-based optimization, and challenges in deep learning applications.

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