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#Ethical AI

Showing: 75 courses
Stanford University

Stanford CS109 - Fairness in Probability for Computer Scientists - Lecture 26

0 rewiews
Explore fairness in probability and computer science, examining ethical considerations and algorithmic bias in data-driven decision-making systems.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Santa Fe Institute

Fairness in Machine Learning: Tasks, Experiences, and Performance Measures

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Explore fairness in machine learning, focusing on risk assessment tasks, data representation challenges, and performance measures. Learn about new findings and alternative approaches to promote equitable AI systems.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Santa Fe Institute

Transparency in Algorithms for Risk Assessment, Housing, and Pretrial Detention

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Explore the impact of algorithms on risk assessment, housing, and pretrial detention, focusing on transparency issues and their societal implications.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Open Data Science

Beyond Aesthetics: Do Text-to-Image Models Equally Serve Everyone?

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Explore the ethical and social implications of Text-to-Image (T2I) models in this 26-minute conference talk by Nithish Kannen, an AI resident at Google DeepMind. Delve into the cultural disparities these models can inadvertently perpetuate due to their d…
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7 Lesons
26 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Fine-Tune LLMs or Integrate 3rd Party APIs? A Financial Case Study

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Explore LLM integration strategies for MLOps, comparing fine-tuning and API use. Learn key considerations, challenges, and risk mitigation techniques for implementing advanced language models.
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1 Lesons
29 minutes
On-Demand
Free-Video
Cloud Security Alliance

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

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

Trustworthy AI for MLOps

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Explore strategies for implementing trustworthy AI in MLOps, addressing operational challenges, and fostering transparency to turn AI into a business advantage.
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1 Lesons
1 hour 41 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

How MLOps Tools Will Need to Adapt to Responsible and Ethical AI - Stay Ahead of the Curve

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Explore ethical AI guardrails for MLOps platforms, focusing on GDPR compliance, data privacy, and future regulatory requirements. Learn to implement responsible AI practices in machine learning operations.
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15 Lesons
39 minutes
On-Demand
Free-Video
RSA Conference

Securing AI: Practical Insights and Proactive Measures

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Dive into practical strategies for integrating robust AI/ML security measures and fostering a proactive security culture to effectively safeguard AI systems and stay ahead of emerging threats.
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1 Lesons
56 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Leveraging Large Datasets and Large Language Models for Healthcare

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Explore the intersection of large datasets, language models, and healthcare with insights on ethical considerations and real-world applications in maternal care and contraception.
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1 Lesons
30 minutes
On-Demand
Free-Video
Microsoft

Building Fairer AI Systems with Fairlearn - AI Show

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Explore Fairlearn, an open-source toolkit for assessing and mitigating fairness issues in AI systems, focusing on potential negative impacts on different demographic groups.
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5 Lesons
27 minutes
On-Demand
Free-Video
TEDx

Non siamo macchine da guerra - Il futuro dell'Intelligenza Artificiale e l'umanità

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Esplorazione del futuro dell'IA e del suo impatto sull'umanità, analizzando rischi, produttività e tempo libero, guidata da un'esperta di tecnologia e marketing digitale.
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1 Lesons
14 minutes
On-Demand
Free-Video
TEDx

La Revolución de la IA en la Medicina

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Exploración de la revolución en la práctica médica impulsada por la Inteligencia Artificial Generativa, abordando desafíos y oportunidades para una integración ética, responsable, segura y eficaz en la atención sanitaria.
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1 Lesons
15 minutes
On-Demand
Free-Video
The Aspen Institute

Beyond the Clickbait - The Impact of AI on Cybersecurity

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Explore the nuanced impact of AI on cybersecurity with experts, examining potential benefits, risks, and strategies for individuals and organizations to navigate this evolving landscape.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
Alan Turing Institute

Privacy-Preserving, Fair, and Robust Machine Learning Models in Online Dating

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Explore privacy-preserving, fair, and robust machine learning models in online dating apps. Learn about data privacy challenges and innovative solutions for protecting personal information while ensuring effective matchmaking.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Aspen Institute

Navigating AI and Health Equity for Older Adults

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Explore the intersection of AI and health equity for seniors, examining challenges and opportunities to improve care and quality of life through innovative technologies.
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1 Lesons
21 minutes
On-Demand
Free-Video
Security BSides San Francisco

Navigating the AI Frontier: Investing in AI in the Evolving Cyber Landscape

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Explore AI's impact on cybersecurity through an investor's perspective, covering automation opportunities, ethical considerations, and risk management strategies for responsible AI deployment.
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1 Lesons
43 minutes
On-Demand
Free-Video
BSidesLV

Security for AI Basics - Unconventional Strategies and Humor

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Explore unconventional AI security strategies through humorous scenarios, from dancing self-driving cars to gossiping chatbots, in this entertaining and informative 101 talk.
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1 Lesons
42 minutes
On-Demand
Free-Video
BSidesLV

Cybersecurity and AI Risk Management Challenges for Next-Generation Public Safety Systems

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Explore cybersecurity and AI risks in next-gen public safety systems. Learn how the tech community can support agencies in responsible adoption of advanced technologies for enhanced emergency response.
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1 Lesons
35 minutes
On-Demand
Free-Video
WEareTROOPERS

Considerations on AI Security

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Explore key considerations for AI security in this TROOPERS24 conference talk, covering potential risks, vulnerabilities, and strategies for safeguarding AI systems.
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1 Lesons
58 minutes
On-Demand
Free-Video
Alan Turing Institute

Preserving Patient Safety as AI Transforms Clinical Care - Curt Langlotz, Stanford University

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Explore AI's impact on healthcare, focusing on patient safety, data privacy, and interpretability. Learn about new machine learning methods supporting caregivers and enhancing clinical decision-making.
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32 Lesons
59 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Art of the Possible: Showcasing Data Science Solutions for a Better World

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Showcasing data science solutions for social good: challenges, approaches, and impact. Explores ethical AI, civic engagement, and inclusive design for systemic change in humanitarian and environmental sectors.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Data Science Dojo

Data Analytics and Generative AI

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Explore how generative AI revolutionizes data analytics, streamlining tasks, transforming workflows, and ensuring ethical practices. Gain practical insights and real-world applications for data professionals.
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1 Lesons
55 minutes
On-Demand
Free-Video
Labroots

Designing Machine Learning Processes for Equitable Health Systems

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Explore machine learning processes for equitable health systems with MIT professor Dr. Marzyeh Ghassemi. Learn about innovative approaches to improve healthcare through AI and data science.
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1 Lesons
1 hour
On-Demand
Free-Video
TEDx

Talent and Tech - Embracing Collaboration with AI for Workplace Success

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Explore AI's impact on work with Joey Price. Learn how to embrace AI as an ally, address ethical concerns, and create exciting workplaces that prioritize human potential and worker well-being.
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1 Lesons
15 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Grassroots Responsible AI - Operationalizing AI Ethics

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Operationalize responsible AI using ML observability techniques. Implement model transparency, analyze effects of changes, and use explainability to determine issues. Gain insights from thought leaders on ethical AI approaches.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Conf42

Leveraging ChatGPT and Copilot in Long-Term Projects

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Explore AI integration in development projects using ChatGPT and Copilot. Learn prompting techniques, best practices, and ethical considerations for leveraging AI tools effectively.
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10 Lesons
37 minutes
On-Demand
Free-Video
Open Data Science

Machine Learning for the 99%

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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.
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35 Lesons
58 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

AI Explainability 360 - First Half of the Tutorial

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Explore AI Explainability 360 toolkit: understand machine learning models, enhance transparency, and gain insights into AI decision-making processes for more responsible and ethical AI applications.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
Open Data Science

Responsible AI- From Principles to Practice

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Explore ethical AI implementation, from principles to practice, focusing on healthcare considerations and practical tools for responsible AI throughout the development lifecycle.
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10 Lesons
26 minutes
On-Demand
Free-Video
Linux Foundation

How to Build Trustworthy AI with Open Source

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

Fairness in Machine Learning - From Theory to Practice

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Explore fairness in machine learning, addressing bias, measurement metrics, and regulatory considerations to ensure ethical and just AI implementation.
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1 Lesons
42 minutes
On-Demand
Free-Video
Linux Foundation

Unleash the Power of Large AI with a Responsible Approach on Azure

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Explore responsible AI implementation on Azure, focusing on leveraging large-scale AI models while adhering to ethical guidelines and best practices.
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1 Lesons
27 minutes
On-Demand
Free-Video
Linux Foundation

Ethical Artificial Intelligence to Advance Welcoming Communities and Identify Potential Communication That Degrades Community Welcomingness

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Explore ethical AI applications for fostering inclusive communities and detecting unwelcoming communication, enhancing overall community health and engagement.
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1 Lesons
38 minutes
On-Demand
Free-Video
Linux Foundation

Mitigating Bias in Models with SHAP and Fairlearn

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Learn techniques to identify and mitigate bias in machine learning models using SHAP and Fairlearn, enhancing fairness and transparency in AI systems.
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1 Lesons
42 minutes
On-Demand
Free-Video
Web Summit

Beyond Automation: Using AI for Good

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Exploring AI's potential for societal advancement, ethical considerations, and future implications beyond automation, featuring insights from industry experts and policymakers.
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11 Lesons
30 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Balancing AI's Productivity Boost with Ethical Considerations in Cloud-Native

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Explore K8sGPT's potential to enhance cloud-native observability and issue triage using AI, while considering ethical implications and accessibility for newcomers.
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1 Lesons
34 minutes
On-Demand
Free-Video
Microsoft

Inclusion and AI: Harnessing Inclusion for an Innovative Future

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Explore the intersection of diversity, inclusion, and AI with Microsoft experts. Learn how to build inclusive AI systems that benefit all of society and create innovative, thriving teams.
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1 Lesons
47 minutes
On-Demand
Free-Video
Web Conferences Amsterdam

AI is Your New Design Material

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Explore AI's impact on UX and product design, learning to leverage machine-generated content as a design material. Discover techniques to create innovative services and improve existing products using AI responsibly.
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1 Lesons
49 minutes
On-Demand
Free-Video
Linux Foundation

The Cost of Democratization - Open Source and the Future of Ethical Use

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Explore the ethical implications of open-source AI, focusing on responsible development, legal challenges, and societal impacts in this thought-provoking keynote by Dr. Rumman Chowdhury.
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10 Lesons
19 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Ethical Implications of Generative Music AI - Lecture 5

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Explore ethical challenges of generative music AI: copyright issues, musician displacement, energy use. Learn golden rules, legal implications, and potential future regulations in this thought-provoking discussion.
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11 Lesons
23 minutes
On-Demand
Free-Video
Linux Foundation

Building Ethical AI: The Power of Open Source and Education

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Explore the fusion of Trusted AI, Responsible AI, and Generative AI education grounded in Open-Source principles for an ethical, equitable, and accessible AI future.
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1 Lesons
33 minutes
On-Demand
Free-Video
TEDx

AI's Evolution: Redefining the Boundaries of Human Potential

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Explore AI's transformative impact on society, its potential to solve challenges, and enhance human capabilities. Discover how the intersection of human and machine intelligence can drive positive change.
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1 Lesons
17 minutes
On-Demand
Free-Video
Linux Foundation

Guarding the ML Galaxy - Beyond Accuracy to Privacy and Security

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Explore privacy and security challenges in machine learning systems, including attack types, protection techniques, and regulatory compliance to ensure stakeholder trust.
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1 Lesons
43 minutes
On-Demand
Free-Video
TEDx

Heartificial Intelligence - Harmonising Humanity with Ethical AI

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Explore ethical AI development's potential to enhance human empathy and cooperation. Learn about Heartificial Intelligence and its role in educating people to ask the right questions about responsible AI implementation.
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1 Lesons
17 minutes
On-Demand
Free-Video
Linux Foundation

A Hopeful View of Truly Open Source AI

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Exploring the potential societal benefits of transparent, open-source AI systems, emphasizing democratization and improved intelligent systems beyond current expectations.
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1 Lesons
39 minutes
On-Demand
Free-Video
TEDx

Can ChatGPT Plan Your Retirement? - Exploring AI's Potential in Financial Advice

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Explore the potential and limitations of AI in financial advising, focusing on expertise, personalization, and trustworthiness. Gain insights into the future of AI-driven retirement planning.
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1 Lesons
16 minutes
On-Demand
Free-Video
GeeCON Conference

Machine Intelligence with Humans in Mind - Ethics in AI Development

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Explore computer ethics in the age of machine intelligence, examining responsibilities and actions for tech professionals and users alike.
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1 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Towards Values-Based NLP

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Explore the future of NLP with Pascale Fung as she discusses the importance of integrating ethical values and human-centric approaches in developing advanced language technologies.
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1 Lesons
56 minutes
On-Demand
Free-Video
Singularity University

Building Ethical AI

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Explore ethical AI development, its challenges, and guidelines for creating beneficial software. Learn about agile governance, ethical standards, and global initiatives for responsible AI implementation.
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20 Lesons
27 minutes
On-Demand
Free-Video
World Science Festival

Rethinking the Internet - How We Lost Control and How to Take it Back

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Experts discuss the impact of Big Tech on society, exploring issues of privacy, manipulation, and ethics in social media and AI, while proposing ways to regain control and create a more responsible digital future.
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24 Lesons
58 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

What Can AI Do for Me - Evaluating Machine Learning Interpretations in Cooperative Play

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Evaluating machine learning interpretations in cooperative play, focusing on improving human performance through AI assistance in a question-answering task. Explores different interpretation methods and their impact.
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24 Lesons
20 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Community, Art and the Vernacular in Technological Ecosystems

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Exploring AI's impact on race, gender, and aging through art, emphasizing inclusive tech ecosystems and community-driven approaches to shape ethical AI and robotics for a more equitable future.
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21 Lesons
41 minutes
On-Demand
Free-Video
RSA Conference

How Public-Interest Technologists are Changing the World

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Explore how technologists are advancing public interests through policy, projects, and organizations. Learn about their impact and future directions in this insightful discussion.
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17 Lesons
49 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

From Research Insight to Policy Impact - How You Can Engage in Current AI Policy Debates

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Engage in current AI policy debates by learning how to transform research insights into impactful policy recommendations, bridging the gap between academia and policymaking.
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1 Lesons
1 hour 35 minutes
On-Demand
Free-Video
WeAreDevelopers

AI Design Process

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Explore a practical framework for ethical AI development using a simple Trello board, addressing user adoption, job augmentation, and compliance with global ethical standards.
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1 Lesons
27 minutes
On-Demand
Free-Video
EuroPython Conference

Building and Deploying Fair and Unbiased ML Systems - An Art, Not Science

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Explore effective practices for developing and deploying ethical, fair, and unbiased machine learning models in production, addressing challenges of data bias and model complexity.
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1 Lesons
30 minutes
On-Demand
Free-Video
NDC Conferences

We Are the Guardians of Our Future

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Exploring the ethical implications of AI and software development, emphasizing the responsibility of engineers to create fair, unbiased systems that protect privacy and human rights.
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1 Lesons
51 minutes
On-Demand
Free-Video
Conf42

Dynamic UIs: Harnessing AI for Emotion-Aware Experiences

0 rewiews
Explore AI-driven dynamic UIs that adapt to user emotions, enhancing personalization in learning platforms and gaming. Discover future trends and ethical considerations in emotion-aware experiences.
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13 Lesons
12 minutes
On-Demand
Free-Video
All Things Open

What Does the AI Revolution Mean for Open Source, Open Tech and Open Societies

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Explore the impact of AI on open source, tech, and society. Examine challenges like access, innovation, discrimination, and environmental concerns. Discuss ethical AI solutions.
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1 Lesons
26 minutes
On-Demand
Free-Video
Databricks

Generative AI - The Trust Factor We Can't Ignore

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Explore the critical role of trust in Generative AI adoption, focusing on ethical principles, data governance, and security. Learn how Databricks' tools enable responsible AI development and implementation.
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1 Lesons
16 minutes
On-Demand
Free-Video
Data Science Festival

Data Ethics - Mitigating Bias in Algorithms

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Explore strategies for mitigating bias in AI algorithms, addressing a critical challenge faced by tech companies to build consumer trust and ensure ethical AI development.
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1 Lesons
58 minutes
On-Demand
Free-Video
World Economic Forum

AI for Global Good: Realizing the Potential of Generative AI for Shared Prosperity

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Explore how generative AI can address global challenges and drive shared prosperity through policy and innovation.
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1 Lesons
55 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

The Fairness of Fairness: Evaluating, Monitoring, and Impacts of ML in Insurance

0 rewiews
Explore strategies for creating fair ML models in insurance, covering bias metrics, optimization techniques, and insights from FTC research on credit-based insurance scores' impact.
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1 Lesons
34 minutes
On-Demand
Free-Video
Data Science Conference

Ethical AI and AI Quality by Design - Building Responsible AI Systems

0 rewiews
Explore ethical AI principles, quality metrics, and development methodologies for building responsible AI systems that prioritize ethical considerations and public intelligence.
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25 Lesons
43 minutes
On-Demand
Free-Video
Conf42

AI Chats: The Conundrums of Business Integration

0 rewiews
Explore challenges and solutions for integrating AI chatbots in business, focusing on practical implementation and overcoming common obstacles.
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2 Lesons
36 minutes
On-Demand
Free-Video
Data Science Festival

Where Did My Model Go Wrong? Toolkits of Interpretability, Bias and Fairness to the Rescue

0 rewiews
Explore techniques to identify and correct biases in machine learning models, interpret results, and ensure fair outcomes in model development and deployment.
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1 Lesons
38 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Navigating the Tradeoff Between Privacy and Fairness in Machine Learning

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Explore the intersection of privacy and fairness in ML, addressing challenges and research-based solutions for regulated industries.
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1 Lesons
33 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Rise of Responsible MLOps

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Explore industry-wide developments in responsible AI, focusing on fairness, transparency, privacy, and robustness in MLOps for ethical decision-making systems.
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1 Lesons
33 minutes
On-Demand
Free-Video
Data Council

Building Responsible and Trustworthy Generative AI Products at LinkedIn

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Explore LinkedIn's ethical AI development, focusing on responsible Generative AI practices. Gain insights into foundational principles and architecture guiding their AI journey and cutting-edge products.
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1 Lesons
35 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Lessons Learned While Running ML Models in Harsh Environments

0 rewiews
Explore challenges and solutions for deploying ML models in critical financial environments. Gain insights on handling data, scale, ethics, security, and compliance issues in fraud detection systems.
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1 Lesons
53 minutes
On-Demand
Free-Video
SAIConference

Embracing Exciting Times of Technological Evolution - Insights from LexisNexis Risk Solutions

0 rewiews
Explore technological evolution with Flavio Villanustre, covering AI, quantum computing, and big data. Gain insights on innovation, ethical considerations, and future trends in this comprehensive overview.
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1 Lesons
32 minutes
On-Demand
Free-Video
Data Science Dojo

Mastering Data Science: The Impact of Large Language Models

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Explore the evolving synergy between data science fundamentals and LLMs, learning essential skills for adapting to technological advancements and shaping the future of the field.
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5 Lesons
57 minutes
On-Demand
Free-Video
Electronic Frontiers Forums at DragonCon

AI Regulation: Can Congress or the EU Get It Right?

0 rewiews
Explore the challenges and potential outcomes of AI regulation efforts by governments, examining ethical concerns and regulatory approaches.
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1 Lesons
1 hour
On-Demand
Free-Video
Conf42

Reducing Hallucinations in Conversational Systems

0 rewiews
Discover effective strategies for minimizing AI hallucinations through prompt engineering techniques, ethical considerations, and bias mitigation in large language models.
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8 Lesons
15 minutes
On-Demand
Free-Video