Search result for Differential privacy Online Courses & Certifications
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Security and Privacy for Big Data - Part 2
by Enrique Barra , Fabian Garcia Pastor- 4.7
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Approx. 1 hour to complete
This course sensitizes regarding privacy and data protection in Big Data environments. You will discover privacy preserving methodologies, as well as data protection regulations and concepts in your Big Data system. Differential Privacy Differential Privacy methods Know privacy risks arising from Big Data applications and methods which reduce or prevent privacy risks of data processing activities....
Artificial Intelligence Privacy and Convenience
by Brent Summers- 4.6
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Approx. 6 hours to complete
In this course, we will explore fundamental concepts involved in security and privacy of machine learning projects. Diving into the ethics behind these decisions, we will explore how to protect users from privacy violations while creating useful predictive models. Noise vs signal: protecting privacy Implementing differential privacy Differential Privacy at Apple...
Secure and Private AI
by Andrew Trask- 0.0
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Approx. 2 months
A data scientist can only use AI to solve problems if they have enough training data. Whether you're at a startup or an enterprise, the most important and valuable problems are problems about people. Solving these problems using AI means having access to a large amount of private and sensitive data....
Free
Communicating Data Science Results
by Bill Howe- 3.6
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Approx. 8 hours to complete
You will learn the foundational limitations of using technology to protect privacy and the codes of conduct emerging to guide the behavior of data scientists. Privacy and Ethics Privacy Guarantees: First Attempts Examples of Privacy Leaks Formalizing the Privacy Problem Differential Privacy Defined Adding Laplacian Noise and Proving Differential Privacy Weaknesses of Differential Privacy...
Information Security - Advanced topics
by Aspen Olmsted- 0.0
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5 Weeks
Learn more fundamentals of information security, including Injection Attacks and Defenses, Privacy and Anonymity Software Validity and Rights, Cryptocurrency. Among the topics covered are Injection Attacks and Defenses, Privacy and Anonymity Software Validity and Rights, Cryptocurrency. We follow up with a look at the privacy and different methods users can obtain anonymity. Describe Differential Privacy...
$166
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
Examine Legal and Ethical Privacy Concepts as they Relate to Data-Driven Technology Data Privacy Privacy Risks in IoT/Ambient Intelligence Technologies Privacy Protection through Individual Authorization Privacy Protection through Data Management Privacy by Design Differential Privacy The Privacy Paradox Privacy and Legal Concepts Related to Data-Driven Technologies Quiz Protect data privacy with ethical and legal standards....
Cryptography
by (ISC)² Education & Training- 4.8
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Approx. 14 hours to complete
Welcome to Cryptography! Cryptography is the practice and study of techniques for securing communications in the presence of third parties. You will learn how to protect information in order to ensure its integrity, confidentiality, authenticity, and non-repudiation. Course Objectives 1. Apply the fundamental concepts of cryptography 2. Describe the difference between symmetric and asymmetric cryptography...
Differential Privacy - SECURITY AND PRIVACY FOR BIG DATA ...
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In conclusion, differential privacy is a guarantee that the privacy of individuals is not placed at risk when sending queries to datasets that contains sensitive data. One application of differential privacy is in health data where there is a trade-off between protecting sensitive information about patients and mining useful information from ....
Differential Privacy Defined - Privacy and Ethics | Coursera
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Learning Goals: After completing this course, you will be able to: 1. Design and critique visualizations 2. Explain the state-of-the-art in privacy, ethics, governance around big data and data science 3. Use cloud computing to analyze large datasets in a reproducible way....
Differential Privacy 101 - Census.gov
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This webinar provides an examination of how the Census Bureau is using framework of differential privacy to safeguard respondent data for the 2020 Census....
Differential Privacy | Harvard University Privacy Tools ...
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Differential privacy is a rigorous mathematical definition of privacy....
