Search result for Data bias Online Courses & Certifications
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Improving your statistical inferences
by Daniel LakensTop Instructor- 4.9
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Approx. 28 hours to complete
Finally, you will learn how to examine whether the null hypothesis is true using equivalence testing and Bayesian statistics, and how to pre-register a study, and share your data on the Open Science Framework. Consent Form for Use of Data Publication Bias...
Data Collection: Online, Telephone and Face-to-face
by Frederick Conrad, Ph.D.- 4.6
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Approx. 21 hours to complete
This course presents research conducted to increase our understanding of how data collection decisions affect survey errors. This is not a “how–to-do-it” course on data collection, but instead reviews the literature on survey design decisions and data quality in order to sensitize learners to how alternative survey designs might impact the data obtained from those surveys....
Improving Your Statistical Questions
by Daniel LakensTop Instructor- 4.9
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Approx. 18 hours to complete
Consent Form for Use of Data Module 4: Meta-Analysis and Bias Detection 3: Bias Detection 3: Detecting Publication Bias 3: Detecting Publication Bias Evaluate the scientific literature taking bias into account...
Deep Learning Essentials
by Mirko Bronzi , Golnoosh Farnadi , Gaétan Marceau Caron , Jeremy Pinto- 0.0
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5 Weeks
It is largely influenced by the human brain in the fact that algorithms, or artificial neural networks, are able to learn from massive amounts of data and acquire skills that a human brain would....
$149
Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls
by Eric Siegel- 4.8
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Approx. 17 hours to complete
Machine bias I: the conundrum of inequitable models Machine bias II: visualizing why models are inequitable Machine bias III: justice can't be colorblind The original ProPublica article on machine bias Another interactive demo of machine bias (optional) Complementary reading on machine bias (optional) John Elder's top ten data science mistakes (optional)...
Introduction to Applied Machine Learning
by Anna Koop- 4.7
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Approx. 7 hours to complete
This course is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domains, this course will introduce you to problem definition and data preparation in a machine learning project. Bias in Data Sources...
The Product Management for AI & Data Science Course 2021
by 365 Careers- 4.5
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5 hours on-demand video
The Complete Course for Becoming a Successful Product Manager in the Field of AI & Data Science Are you interested in product management for AI & Data Science? In this context, a product manager serves as the bridge between business needs and technically oriented data science and AI personnel. In section 5, we will talk about data management....
$9.99
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Applied Machine Learning in R
by Bogdan Anastasiei- 4.5
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8 hours on-demand video
This is an all-important topic, because in machine learning we must be able to test and validate our model on independent data sets (also called first seen data). And of course, we’ll demonstrate all of them in R, using actual data sets. They are powerful data mining techniques that allow you to detect patterns in your data or variables....
$12.99
Data Analysis with R Programming
by Google Career CertificatesTop Instructor- 4.8
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Approx. 37 hours to complete
This course is the seventh course in the Google Data Analytics Certificate. These courses will equip you with the skills needed to apply to introductory-level data analyst jobs. Hands-On Activity: Visualizing data with ggplot2 Test your knowledge on data visualizations in R Explain the fundamental concepts associated with programming in R including functions, variables, data types, pipes, and vectors...
Conduct UX Research and Test Early Concepts
by Google Career CertificatesTop Instructor- 4.8
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Approx. 21 hours to complete
Vanessa - Ethics, privacy, and data in the real world Test your knowledge on user data and privacy Reduce bias in interviews Learn more about reducing bias in interviews Self-Reflection: Reduce bias in your interviews Test your knowledge on bias during interviews Test your knowledge on synthesizing data into insights Activity: Form insights from data...
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