Search result for Data bias and ethics 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....
Data Science Ethics
by H. V. Jagadish- 0.0
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4 Weeks
Learn how to think through the ethics surrounding privacy, data sharing, and algorithmic decision-making. Many data scientists learn the tools of the trade and get down to work right away, without appreciating the possible consequences of their work. This course focused on ethics specifically related to data science will provide you with the framework to analyze these concerns....
$49
Prepare Data for Exploration
by Google Career CertificatesTop Instructor- 4.8
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Approx. 22 hours to complete
- Discover how to identify different types of bias in data to help ensure data credibility. - Explore how analysts use spreadsheets and SQL with databases and data sets. - Examine open data and the relationship between and importance of data ethics and data privacy. Test your knowledge on data ethics and privacy...
Analyze Datasets and Train ML Models using AutoML
by Antje Barth , Shelbee Eigenbrode , Sireesha Muppala , Chris Fregly- 4.6
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Approx. 14 hours to complete
In the first course of the Practical Data Science Specialization, you will learn foundational concepts for exploratory data analysis (EDA), automated machine learning (AutoML), and text classification algorithms. Practical Data Science Use case and data set Data ingestion and exploration Data visualization Week 2: Data Bias and Feature Importance Statistical bias...
Create and Lead an Ethical Data-Driven Organization
by Aaron Hui , Abhishek Gupta , Megan Smith Branch- 0.0
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Approx. 13 hours to complete
In this fifth course of the CertNexus Certified Ethical Emerging Technologist (CEET) professional certificate, learners will develop strategies to lead an applied ethics initiative, champion its crucial importance, and promote an ethical organizational culture. Building Data and AI Ethics Committees Develop and Deploy a Code of Ethics Update and Ratify the Code of Ethics...
Evidence and Data Collection for Problem Solving
by Kim Plowright- 0.0
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Find out how to harness the power of data to help you make better business decisions. Using data to solve problems Datasets and interpretation Using data Data and ethics Planning to solve a problem with evidence and data The role of visualisation techniques when using data...
Free
Introduction to Clinical Data
by Nigam Shah , Steven Bagley , David Magnus- 4.6
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Approx. 12 hours to complete
This course introduces you to a framework for successful and ethical medical data mining. We will also explore issues of fairness and bias that may arise when we leverage healthcare data to make decisions about patient care. Introduction to Research Ethics and AI What makes a good research question and how to construct a data mining workflow answer it...
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Big Data, Artificial Intelligence, and Ethics
by Martin Hilbert- 4.6
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Approx. 12 hours to complete
This course gives you context and first-hand experience with the two major catalyzers of the computational science revolution: big data and artificial intelligence. Therefore, we cannot finish this course without also talking about research ethics and about some of the old and new lines computational social scientists have to keep in mind....
Detect and Mitigate Ethical Risks
by Renée Cummings , Jennifer Fischer , Eleanor 'Nell' Watson- 0.0
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Approx. 20 hours to complete
Data-driven technologies like AI, when designed with ethics in mind, benefit both the business and society at large. But it’s not enough to say you will “be ethical” and expect it to happen. The Importance of Managing Fairness and Non-Discrimination Risks Implicit Bias Bias and Safety Bounties Evaluate Training Data and Models...
Solve Business Problems with AI and Machine Learning
by Renée Cummings- 0.0
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Approx. 11 hours to complete
This course also promotes the importance of ethics in AI/ML, and provides you with techniques for addressing ethical challenges. Promote Data Privacy and Ethical Practices Promote Data Privacy and Ethical Practices Module Introduction Compliance with Data Privacy Laws and Standards Data Sharing and Privacy Guidelines for Establishing Policies Covering Data Privacy and Ethics...
