Search result for Data bias Online Courses & Certifications
Get Course Alerts by Email
Introductory Statistics : Sample Survey and Instruments for Statistical Inference
by Ryu Keun-kwan , Sangbeom Kim- 0.0
6 Weeks
This course will familiarize you with statistical inference, the process by which data is used to draw a conclusion or uncover a scientific truth about a population from a sample....
$49
Evaluations of AI Applications in Healthcare
by Tina Hernandez-Boussard , Mildred Cho- 4.5
Approx. 11 hours to complete
Data Type and Sources Downstream Evaluations of AI in Healthcare: Bias and Fairness Real World Examples of AI Bias Introduction - Types of Bias Historical Bias Representation Bias Measurement Bias Aggregation Bias Evaluation Bias Deployment Bias...
Data Science in Real Life
by Brian Caffo, PhD , Jeff Leek, PhD , Roger D. Peng, PhD- 4.4
Approx. 7 hours to complete
Have you ever had the perfect data science experience? The data pull went perfectly. How does one manage a team facing real data analyses? This is a focused course designed to rapidly get you up to speed on doing data science in real life. 1, Describe the “perfect” data science experience...
Data Visualization and D3.js
by Ryan Orban , Chris Saden , Jonathan Dinu- 0.0
Approx. 7 weeks
Learn by doing! You will analyze existing data visualization and create new ones to learn about the field. At it’s core, data visualization is a form of communication. lesson 3 Design Principles Which chart type to use for a data set. Learn about bias in the data visualization process and learn how to add context....
Free
Introduction to Statistics & Data Analysis in Public Health
by Alex Bottle- 4.7
Approx. 16 hours to complete
Welcome to Introduction to Statistics & Data Analysis in Public Health! Data set and Glossary Ways of Dealing with Weird Data How to describe distributions of real data How to Load Data and run Basic Tabulations in R Deaths data set for the end-of-course Assessment Interpret the output from your analysis and appraise the role of chance and bias...
Advanced Trading Algorithms
by Prasanna Tantri- 4.6
Approx. 11 hours to complete
You will be taught how to differentiate between mere data mining and results based on solid empirical or theoretical foundation....
Machine Learning: Regression
by Emily Fox , Carlos Guestrin- 4.8
Approx. 22 hours to complete
-Compare and contrast bias and variance when modeling data. Regression fundamentals: data & model Influence of high leverage points: exploring the data Irreducible error and bias amount of data How ridge regression balances bias and variance Performance of NN as amount of data grows Issues with high-dimensions, data scarcity, and computational complexity...
Related searches
Combining and Analyzing Complex Data
by Richard Valliant, Ph.D.- 4.2
Approx. 10 hours to complete
The course will also cover the basics of record linkage and statistical matching—both of which are becoming more important as ways of combining data from different sources. Informed consent may have to be obtained from persons to allow their data to be linked. Improving Federal Statistics Using Multiple Data Sources Linkage Consent and Consent Bias...
Tech for Good: The Role of ICT in Achieving the SDGs
by Tech for Good Faculty , Dorothy Gordon , Guilherme Canela Godoi , José Clastornik- 0.0
10 Weeks
It also addresses the new challenges that technology can introduce , such as privacy, data management, risks to cybersecurity, e-waste, and the widening of social divides. Responsible collection and use of data requires governance, security, and trust neutral! Be aware of bias in design and implementation...
$49
Data Ethics, AI and Responsible Innovation
by Ewa Luger , Michael Rovatsos , Burkhard Schafer , Morgan Currie- 0.0
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