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#Data Bias

Showing: 16 courses
Alan Turing Institute

The Turing Lectures - Can We Trust AI?

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Explore AI biases, their impact on fairness, and efforts to address these issues. Gain insights into critical evaluation of AI technologies and the importance of rigorous testing and corporate accountability.
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1 Lesons
1 hour 46 minutes
On-Demand
Free-Video
Australian Water School

Mainstreaming and Modelling

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Explore gender considerations in water resource modeling, addressing gaps in implementing Dublin principles and SDGs for inclusive and sustainable water management practices.
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13 Lesons
47 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Who Counts? Sex and Gender Configurations of "Persons Capable of Pregnancy"

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Explore sex and gender configurations in data, focusing on the concept of "persons capable of pregnancy" and its implications for counting and categorization in research and policy.
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1 Lesons
29 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Evelynn Hammonds - The Physician's Negro - IPAM at UCLA

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Explore historical intersections of race, gender, and medicine in this thought-provoking talk on "The Physician's Negro" by Harvard scholar Evelynn Hammonds at UCLA's IPAM workshop.
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1 Lesons
40 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

Responsible AI in Banking

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Explore ethical AI implementation in banking, covering bias mitigation, explainability, and continuous evaluation for responsible machine learning practices.
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12 Lesons
23 minutes
On-Demand
Free-Video
PyCon US

Avoid the Top 5 Web Data Pitfalls When Developing AI Models

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Explore strategies to overcome common challenges in AI model development, including data bias, insufficient variety, overfitting, poor quality, and data drift. Learn to create more robust and effective AI models.
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1 Lesons
40 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Hands on Data and Algorithmic Bias in Recommender Systems

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Explore data and algorithmic bias in recommender systems through real-world examples, practical use cases, and mitigation techniques. Gain hands-on experience with Jupyter notebooks using data from actual platforms.
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1 Lesons
2 hours 37 minutes
On-Demand
Free-Video
Singularity University

A World Transformed By AI

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Experts explore AI's transformative potential across economies, societies, and human lives, discussing opportunities, risks, and ethical considerations in this rapidly evolving field.
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18 Lesons
37 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Gender Shades - Intersectional Accuracy Disparities in Commercial Gender Classification

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Explore intersectional accuracy disparities in commercial gender classification systems, examining biases and implications for AI fairness and ethics in facial recognition technology.
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27 Lesons
23 minutes
On-Demand
Free-Video
EuroPython Conference

Despicable Machines - How Computers Can Be Assholes

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Explore the ethical implications of machine learning, examining bias in algorithms and its real-world consequences. Learn about cutting-edge research on counteracting bias and consider unanswered questions in AI morality.
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1 Lesons
36 minutes
On-Demand
Free-Video
EuroPython Conference

The State of Machine Learning Operations in 2019

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Overview of key challenges and trends in machine learning productization, covering reproducibility, explainability, and orchestration. Includes insights on open-source tools and frameworks for tackling these issues in ML operations.
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1 Lesons
1 hour 2 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

Artificial Intelligence? - More Like Artificial Stupidity!

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Explores AI limitations, failures, and biases in machine learning, highlighting discrimination issues and discussing ways to improve AI systems for more ethical and accurate outcomes.
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1 Lesons
56 minutes
On-Demand
Free-Video
DEFCONConference

Ethical and Secure AI Vulnerability Disclosure - Challenges and Best Practices

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Explore the complexities of AI vulnerability disclosure, focusing on ethical challenges, bias management, and security implications while examining real-world cases and solutions for responsible reporting.
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1 Lesons
31 minutes
On-Demand
Free-Video
Snorkel AI

Data-Centric Development is Key to Production-Level AI

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Explore data-centric AI development approaches for adapting foundation models to complex use cases, focusing on techniques for pre-training, instruction-tuning, and task-specific fine-tuning.
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1 Lesons
48 minutes
On-Demand
Free-Video