Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Trustworthy AI

Showing: 39 courses
Stanford University

Solana Larsen- Who Has Power Over AI?

0 rewiews
Explore power dynamics in AI through Mozilla's Internet Health Report, featuring global perspectives on shifting control and fostering diverse AI applications for a more inclusive future.
Add to list
23 Lesons
56 minutes
On-Demand
Free-Video
Santa Fe Institute

Are Foundation Models Castles in the Air?

0 rewiews
Explore the trustworthiness and effectiveness of foundation models in AI with Stanford professor Percy Liang, examining their potential and limitations for human-computer interaction and continuous learning.
Add to list
1 Lesons
37 minutes
On-Demand
Free-Video
Cloud Security Alliance

Embracing Ethical AI: A Proactive Approach to Cyber Risk Management and Regulatory Compliance

0 rewiews
Develop proactive strategies for ethical AI deployment, addressing cyber risks and regulatory compliance while gaining a competitive edge in the era of Generative AI.
Add to list
1 Lesons
27 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Trustworthy AI for MLOps

0 rewiews
Explore strategies for implementing trustworthy AI in MLOps, addressing operational challenges, and fostering transparency to turn AI into a business advantage.
Add to list
1 Lesons
1 hour 41 minutes
On-Demand
Free-Video
Schmid College, Chapman University

Making AI Systems Trustworthy Through Intuitive Design and Human Interaction

0 rewiews
Explore key technical approaches for building trustworthy AI systems, focusing on intuitiveness, interaction, explainability, and human domain knowledge integration for more reliable and transparent artificial intelligence.
Add to list
1 Lesons
1 hour 53 minutes
On-Demand
Free-Video
The Julia Programming Language

What's New in Trustworthy AI in Julia (Taija) - JuliaCon 2024

0 rewiews
Discover the latest developments in Julia's Trustworthy AI ecosystem, exploring advancements in model explainability, algorithmic recourse, uncertainty quantification, and Bayesian deep learning through the Taija framework.
Add to list
1 Lesons
30 minutes
On-Demand
Free-Video
Alan Turing Institute

Machine Learning in Healthcare - From Interpretability to Human-Machine Partnership

0 rewiews
Exploring interpretable machine learning in healthcare, proposing a framework for developing models based on user needs, and discussing potential applications for understanding and empowering human decision-making.
Add to list
1 Lesons
47 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

AI One Can Trust

0 rewiews
Explore trustworthy AI principles and applications with Dr. Biplav Srivastava, focusing on ethical considerations and practical implementations in various domains.
Add to list
1 Lesons
59 minutes
On-Demand
Free-Video
Alan Turing Institute

Algorithmic Fairness and Individual Probabilities

0 rewiews
Explore algorithmic fairness and the concept of individual probabilities, examining their implications for AI ethics and decision-making processes in machine learning applications.
Add to list
1 Lesons
54 minutes
On-Demand
Free-Video
INSAIT Institute

Building Machine Learning Systems for the Era of Data-Centric AI

0 rewiews
Explore the evolution of ML systems beyond model training, focusing on data quality, trustworthiness, and regulatory compliance through systematic data debugging and cleaning approaches.
Add to list
1 Lesons
23 minutes
On-Demand
Free-Video
Data Science Conference

Guiding AI Governance Evolution: Traditional to Generative AI

0 rewiews
Explore the evolving landscape of AI governance and learn how Large Language Models introduce new challenges and requirements for responsible AI implementation in enterprise settings.
Add to list
1 Lesons
21 minutes
On-Demand
Free-Video
AI Doctoral Academy

Trustworthy AI and Cybersecurity Perspectives on Large Language Models - Lecture 32

0 rewiews
Explore cybersecurity challenges and trustworthiness concerns in Large Language Models through expert insights on risk assessment, safety measures, and ethical AI development practices.
Add to list
1 Lesons
1 hour 1 minute
On-Demand
Free-Video
USC Information Sciences Institute

Building Trustworthy AI with Common Sense - Lecture

0 rewiews
Explore building trustworthy AI with common sense for robust decision-making, discovery, and misinformation tackling. Learn about CARE principles and neuro-symbolic architectures for explainable, adaptive AI systems.
Add to list
31 Lesons
55 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Governance for Trustworthy AI

0 rewiews
Explore governance frameworks for developing trustworthy AI systems, focusing on ethical considerations and responsible implementation strategies.
Add to list
1 Lesons
32 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Human-Centered AI: Challenges and Governance in News Automation

0 rewiews
Explore the synthesis of AI and human-centered thinking with experts discussing challenges, governance, and innovation in developing reliable and trustworthy Human-Centered AI systems.
Add to list
9 Lesons
44 minutes
On-Demand
Free-Video
Simons Institute

Memorization in Machine Learning

0 rewiews
Explore information-theoretic methods for trustworthy machine learning, focusing on memorization techniques and their implications for model reliability and data privacy.
Add to list
1 Lesons
35 minutes
On-Demand
Free-Video
USENIX Enigma Conference

Trustworthy Machine Learning: Challenges and Frameworks

0 rewiews
Exploring the security challenges in machine learning, this talk discusses strategies for building trustworthy AI systems by analyzing data influence, addressing vulnerabilities, and enhancing interpretability.
Add to list
15 Lesons
18 minutes
On-Demand
Free-Video
Simons Institute

Majorizing Measures, Codes, and Information

0 rewiews
Explore the connections between majorizing measures, coding theory, and information theory in machine learning, with insights from Maxim Raginsky.
Add to list
1 Lesons
36 minutes
On-Demand
Free-Video
Linux Foundation

How to Build Trustworthy AI with Open Source

0 rewiews
Explore open-source tools for building trustworthy AI systems, focusing on robustness, fairness, and explainability to ensure ethical and responsible AI development.
Add to list
19 Lesons
32 minutes
On-Demand
Free-Video
Linux Foundation

Trustworthy AI in Network Operations

0 rewiews
Explore symbolic reinforcement learning, formal verification, and explainability in AI-based models for network operations, addressing challenges and advancements in trustworthy AI.
Add to list
6 Lesons
22 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

How Can We Make Trustworthy AI

0 rewiews
Explore strategies for developing reliable and ethical AI systems, focusing on transparency, accountability, and responsible implementation in various domains.
Add to list
1 Lesons
49 minutes
On-Demand
Free-Video
Alan Turing Institute

How We Are Building Trustworthy AI for Weather and Climate in AI2ES

0 rewiews
Explore innovative approaches to developing reliable AI systems for weather and climate prediction, enhancing forecasting accuracy and environmental understanding.
Add to list
1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Alan Turing Institute

Towards Safe, Reliable and Trustworthy AI

0 rewiews
Exploring challenges and frameworks for developing safe, reliable AI systems. Introduces spec-consistent machine learning to formalize desired AI behavior for real-world applications.
Add to list
1 Lesons
47 minutes
On-Demand
Free-Video
Alan Turing Institute

Interpreting Deep Neural Networks Towards Trustworthiness

0 rewiews
Explore methods for interpreting deep neural networks, including ACD and AWD, to enhance trustworthiness in AI. Learn about feature importance, scientific interpretability, and quality control in data science.
Add to list
1 Lesons
58 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

AI One Can Trust

0 rewiews
Explore trustworthy AI principles and applications with Dr. Biplav Srivastava, focusing on ethical considerations and reliable AI systems development.
Add to list
1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
PyCon US

Implementing Ethics - Developing Trustworthy AI

0 rewiews
Discover a UX framework for developing ethical AI systems that are accountable, de-risked, respectful, secure, honest, and usable. Learn practical steps to implement ethics in AI development.
Add to list
24 Lesons
20 minutes
On-Demand
Free-Video
ACM SIGPLAN

Incremental Verification of Neural Networks

0 rewiews
Explore a novel framework for efficient, incremental, and complete verification of updated deep neural networks, improving scalability and speed in determining trustworthy properties.
Add to list
1 Lesons
20 minutes
On-Demand
Free-Video
HackMiami

An Examination of AI Policy Frameworks: The NIST AI RMF and Others

1 rewiews
Explore AI policy frameworks, focusing on NIST's AI Risk Management Framework. Learn about its structure, application, and related resources to improve AI trustworthiness and development.
Add to list
1 Lesons
52 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning

0 rewiews
Explore deep reinforcement learning for automated medical diagnosis, emulating doctors' reasoning to generate differential diagnoses, prioritize severe pathologies, and enhance system trustworthiness.
Add to list
1 Lesons
30 minutes
On-Demand
Free-Video
Linux Foundation

Exploring Pillars of Trustworthy AI: Robustness and Fairness

0 rewiews
Discover how to build robust and fair AI models by exploring vulnerabilities, implementing defense strategies, and addressing bias in machine learning systems through practical techniques.
Add to list
1 Lesons
42 minutes
On-Demand
Free-Video
Inside Livermore Lab

Towards Third Wave AI: Interpretable, Robust Trustworthy Machine Learning

0 rewiews
Explore new theories and algorithms for complex dynamical systems, creating trustworthy AI for real-time prediction and national security applications. Learn about innovative neural networks and physics-integrated models.
Add to list
1 Lesons
49 minutes
On-Demand
Free-Video
Georgia Tech Research

Building Trustworthy AI for Environmental Science

0 rewiews
Explore trustworthy AI methods for environmental science, focusing on weather, climate, and coastal oceanography predictions, with insights on hail and tornado forecasting.
Add to list
1 Lesons
58 minutes
On-Demand
Free-Video
USC Probability and Statistics Seminar

A Statistical Journey through Trustworthy AI

0 rewiews
Explore statistical perspectives on privacy, robustness, and fairness in AI, focusing on machine un-learning, adversarial robustness, and fair Bayes-optimal classifiers.
Add to list
1 Lesons
46 minutes
On-Demand
Free-Video
DevConf

Guardrails for Trustworthy AI: Balancing Innovation and Responsibility

0 rewiews
Explore strategies for implementing trustworthy AI, focusing on fairness, accountability, and ethical use of large language models. Learn to balance innovation with responsible AI practices.
Add to list
1 Lesons
37 minutes
On-Demand
Free-Video
Finnish Center for Artificial Intelligence FCAI

Total Variation Minimization Perspective on Trustworthy Federated Learning

0 rewiews
Explore total variation minimization in federated learning, covering computational and statistical aspects for designing trustworthy systems across various FL flavors.
Add to list
1 Lesons
51 minutes
On-Demand
Free-Video
Neuro Symbolic

Trustworthy Decision Making in the Real World Through Uncertainty Reasoning

0 rewiews
Explore trustworthy decision-making in real-world scenarios through uncertainty reasoning, focusing on metacognitive AI approaches and their practical applications.
Add to list
1 Lesons
33 minutes
On-Demand
Free-Video
Neuro Symbolic

Certifying Trustworthy Deep Learning Systems

0 rewiews
Explore techniques for certifying trustworthiness in deep learning systems with expert insights from Linyi Li, enhancing AI reliability and safety.
Add to list
1 Lesons
35 minutes
On-Demand
Free-Video
Microsoft

Essential Framework for Azure AI Customer Adoption - Session 135

0 rewiews
Discover Microsoft's proven framework for successful Azure AI adoption, featuring trustworthy practices, developer tools, and scalable solutions for over 60,000 customers in the AI-driven landscape.
Add to list
1 Lesons
32 minutes
On-Demand
Free-Video
All Things Open

Enforcing Trustworthy AI Standards and Best Practices in Analytical Projects

0 rewiews
Discover how to implement NIST's AI Risk Management Framework to build responsible and trustworthy AI systems, focusing on governance, mapping, measurement, and management best practices.
Add to list
1 Lesons
44 minutes
On-Demand
Free-Video