Search result for Bias in data analysis Online Courses & Certifications
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Combining and Analyzing Complex Data
by Richard Valliant, Ph.D.- 4.2
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Approx. 10 hours to complete
In this course you will learn how to use survey weights to estimate descriptive statistics, like means and totals, and more complicated quantities like model parameters for linear and logistic regressions. Quantile estimation in R Diagnostics in R Linear Models in Stata Logistic Models in R Logistic Regression in Stata Bias in Administrative Estimates...
Communicating Business Analytics Results
by Manuel Laguna , Dan Zhang , David Torgerson- 4.5
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Approx. 7 hours to complete
Developing these models and gaining insights from data do not necessarily lead to successful implementations. In this course you will learn how to communicate analytics results to stakeholders who do not understand the details of analytics but want evidence of analysis and data. Analytics in Classic Business Problems Best Practices in Data Visualization...
Precalculus: Mathematical Modeling
by Joseph W. Cutrone, PhDTop Instructor- 4.5
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Approx. 10 hours to complete
This is done through studying functions, their properties, and applications to data analysis. This course is designed for all students, not just those interested in further mathematics courses. Scatterplots in Excel and Desmos Modeling with Cyclic Data Module 4: Dimensional Analysis Dimensional Analysis Dimensional Analysis Example - Trinity Test Sample Problems: Dimensional Analysis Dimensional Analysis...
Foundations of Sports Analytics: Data, Representation, and Models in Sports
by Wenche Wang , Stefan Szymanski- 4.5
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Approx. 49 hours to complete
Accessing Data in Python I Accessing Data in Python II Introduction to Sports Data and Plots in Python Regression Analysis - Intro to Cricket Data Using regression analysis - an example with NBA data Using regression analysis - an example with EPL data Using regression analysis - an example with MLB data...
Essential Design Principles for Tableau
by Govind Acharya , Hunter Whitney- 4.5
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Approx. 13 hours to complete
In this course, you will analyze and apply essential design principles to your Tableau visualizations. You will define and examine the similarities and differences of exploratory and explanatory analysis as well as begin to ask the right questions about what’s needed in a visualization. Examples of the Types of Visualizations in Tableau Practicing Good Ethics in Data Visualization...
Framework for Data Collection and Analysis
by Frauke Kreuter, Ph.D. , Mariel Leonard- 4.2
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Approx. 10 hours to complete
This course will provide you with an overview over existing data products and a good understanding of the data collection landscape. With the help of various examples you will learn how to identify which data sources likely matches your research question, how to turn your research question into measurable pieces, and how to think about an analysis plan. Data Analysis...
Logistic Regression in R for Public Health
by Alex Bottle- 4.8
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Approx. 12 hours to complete
That said, much of what is covered in this course is true for logistic regression when applied to any data set, so you will be able to apply the principles of this course to logistic regression more broadly too. Run simple and multiple logistic regression analysis in R and interpret the output How to Describe Data in R...
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Data Analysis and Reporting in SAS Visual Analytics
by Nicole Ball- 4.8
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Approx. 9 hours to complete
In this course, you learn how to use SAS Visual Analytics on SAS Viya to modify data for analysis, perform data discovery and analysis, and create interactive reports. SAS Data Studio Versus SAS Visual Analytics Demo: Working with Data Items Demo: Exploring Data - Part 1 Demo: Adding Data Analysis Practice: Adding Data Analysis...
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. Understanding bias and discrimination in all its aspects Exploring the harmful effects of bias in machine learning (discriminatory effects of algorithmic decision-making)...
$149
Data Visualization with Tableau Project
by Suk S. Brar, M.B.A. , Hunter Whitney- 4.6
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Approx. 12 hours to complete
In this project-based course, you will follow your own interests to create a portfolio worthy single-frame viz or multi-frame data story that will be shared on Tableau Public. Next you will create a dashboard that will allow you to explore the data in depth and identify meaningful insights. Assess the quality of the data and perform exploratory analysis...
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