Search result for Ai data bias Online Courses & Certifications
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Promote the Ethical Use of Data-Driven Technologies
by Renée Cummings , Aaron Hui , Megan Smith Branch , Eleanor 'Nell' Watson , Tania De Gasperis- 4.7
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Approx. 21 hours to complete
The greatest risk in emerging technology is the perpetuation of bias in automated technologies dependent upon data sets. You will learn types of bias and common ethical theories and how they can be applied to emerging technology, and examine legal and ethical privacy concepts as they relate to technologies such as artificial intelligence, machine learning and data science fields....
Bias and Discrimination in AI
by Golnoosh Farnadi , Emre Kiciman , Rachel Thomas- 0.0
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4 Weeks
In this MOOC, based on an IVADO School involving various international experts in the field, you will learn how to identify and alleviate bias and discrimination in Artificial Intelligence. One of its missions is to contribute to the advancement of digital knowledge and train new generations of bias-aware data scientists. Understanding bias and discrimination in all its aspects...
$149
AI Workflow: Feature Engineering and Bias Detection
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
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Approx. 12 hours to complete
Explain the ethical considerations regarding bias in data Employ ai Fairness 360 open source libraries to detect bias in models This course targets existing data science practitioners that have expertise building machine learning models, who want to deepen their skills on building and deploying AI in large enterprises. Data Bias...
Evaluations of AI Applications in Healthcare
by Tina Hernandez-Boussard , Mildred Cho- 4.5
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Approx. 11 hours to complete
This course explores the principles of AI deployment in healthcare and the framework used to evaluate downstream effects of AI healthcare solutions. Growth of AI in Healthcare Questions Answered by AI Downstream Evaluations of AI in Healthcare: Bias and Fairness Real World Examples of AI Bias Locked vs Adapted AI solutions...
AI For Everyone
by Andrew NgTop Instructor- 4.8
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Approx. 7 hours to complete
AI is not only for engineers. - The meaning behind common AI terminology, including neural networks, machine learning, deep learning, and data science The terminology of AI What makes an AI company? Building AI Projects Workflow of a data science project Every job function needs to learn how to use data...
AWS SageMaker Practical for Beginners | Build 6 Projects
by Dr. Ryan Ahmed, Ph.D., MBA- 4.6
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14.5 hours on-demand video
SageMaker is a fully managed service within AWS that allows data scientists and AI practitioners to train, test, and deploy AI/ML models quickly and efficiently. Beginners Data Science wanting to advance their careers and build their portfolio. Tech enthusiasts who are passionate and new to Data science & AI and want to gain practical experience using AWS SageMaker....
$12.99
Solve Business Problems with AI and Machine Learning
by Renée Cummings- 0.0
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Approx. 11 hours to complete
Solve Business Problems with AI and Machine Learning Course Introduction The Data Hierarchy Big Data Data Mining Applied AI and ML in Business Applying AI and ML to Business Problems Privacy and Data Governance for AI and ML Protect data privacy and promote ethical practices when developing and deploying AI and machine learning projects....
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Data Ethics, AI and Responsible Innovation
by Ewa Luger , Michael Rovatsos , Burkhard Schafer , Morgan Currie- 0.0
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7 Weeks
This story-driven course is taught by the leading experts in data science, AI, information law, science and technology studies, and responsible research and innovation, and informed by case studies supplied by the digital business frontrunners and tech companies. Understand and articulate the critical, social, legal, political and ethical issues arising throughout the data lifecycle....
$49
Detect and Mitigate Ethical Risks
by Renée Cummings , Jennifer Fischer , Eleanor 'Nell' Watson- 0.0
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Approx. 20 hours to complete
Implicit Bias Sampling Bias Reinforcement Bias Temporal Bias Overfitting to Training Data Bias and Safety Bounties AI Fairness 360 Radioactive Data Tracing Bias AI Fairness 360 Demo Evaluate Training Data and Models Ensure Critical AI Systems Follow Rigorous Standards Protect the Security of Data in Storage Protect the Security of Data in Transit...
AI Workflow: AI in Production
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
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Approx. 17 hours to complete
This is the sixth course in the IBM AI Enterprise Workflow Certification specialization. Discuss the different feedback loops in AI workflow This course targets existing data science practitioners that have expertise building machine learning models, who want to deepen their skills on building and deploying AI in large enterprises. Operationalize Trusted AI with IBM Watson OpenScale...
