Search result for Bias Online Courses & Certifications
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Acumen Presents: Jonathan Greenblatt on Fighting Hate & Bias
by Acumen Academy Courses- 3.9
33 mins on-demand video
The CEO of the Anti-Defamation League on How Everyone Can Confront Hate & Bias in Our Communities, Companies, & Online He’ll help you learn to recognize the signs of bias before they escalate into discrimination, prejudice or hate crimes and teach you about proven strategies for taking a stand in your neighborhood or workplace....
$179.99
AI Workflow: Feature Engineering and Bias Detection
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
Approx. 12 hours to complete
In this stage of work you will learn best practices for feature engineering, handling class imbalances and detecting bias in the data. Explain the ethical considerations regarding bias in data Employ ai Fairness 360 open source libraries to detect bias in models Data Bias...
Build Better Generative Adversarial Networks (GANs)
by Sharon Zhou , Eda Zhou , Eric Zelikman- 4.7
Approx. 29 hours to complete
- Identify sources of bias and the ways to detect it in GANs Week 2: GAN Disadvantages and Bias Intro to Machine Bias Ways Bias is Introduced Machine Bias A Survey on Bias and Fairness in Machine Learning Finding Bias Analyzing Bias...
Validity and Bias in Epidemiology
by Filippos Filippidis- 4.9
Approx. 8 hours to complete
This course offers an introduction to some of these factors and provides guidance on how to deal with bias in epidemiological research. In this course you will learn about the main types of bias and what effect they might have on your study findings. Selection Bias Information Bias Examples of Selection and Information Bias Validity and Types of Bias...
Analyze Datasets and Train ML Models using AutoML
by Antje Barth , Shelbee Eigenbrode , Sireesha Muppala , Chris Fregly- 4.6
Approx. 14 hours to complete
Week 2: Data Bias and Feature Importance Statistical bias Statistical bias causes Measuring statistical bias Detecting statistical bias Detect statistical bias with Amazon SageMaker Clarify Approaches to statistical bias detection...
Ensemble Machine Learning in Python : Adaboost, XGBoost
by Ankit Mistry- 4.4
4 hours on-demand video
One of the most useful technique in machine learning to balance bias and variance. Reducing Variance & reducing high bias error are such important task while designing the machine learning system and Ensemble learning is the solution behind that....
$11.99
Making Sense of News
by Masato Kajimoto , Anne Kruger- 0.0
4 Weeks
Distinguish news from opinion; media bias from audience bias; assertion from verification...
$50
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Mental Models For Wall Street - Become A Better Trader
- 4.1
For example, by learning about psychological models like confirmation bias and hindsight bias you will be better equipped to eliminate their negative effects and make better decisions in the stock market....
Causal Diagrams: Draw Your Assumptions Before Your Conclusions
by Miguel Hernán- 0.0
9 Weeks
The fifth lesson uses causal DAGs to represent time-varying treatments and treatment-confounder feedback, as well as the bias of conventional statistical methods for confounding adjustment....
$169
Inclusive Online Teaching Teach-Out
by Paul Huckett , Brian Klaas- 4.3
Approx. 6 hours to complete
Barrier to Learning: Bias...