Bias

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How to Enhance Your Creative Empathy (FutureLearn)

May 23rd 2022
How to Enhance Your Creative Empathy (FutureLearn)
Course Auditing
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Better understand different types of audience and build empathy with your customers through your creative work. Connect with your target customers and get better results with your work. At the heart of all brilliant, commercial creativity lies people. An end audience who you, as a creative, need to connect [...]
May 23rd 2022
Course Auditing
69.00 EUR

Decision-Making: Blending Art & Science (Coursera)

May 23rd 2022
Decision-Making: Blending Art & Science (Coursera)
Course Auditing
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Effort
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Why do smart people sometimes think they are right when they are very, very wrong? Our brains are designed to make quick decisions, and sometimes we miss out on what’s really going on. Knowing this, Professor Sydney Finkelstein walks you through the neuroscience behind decision-making, and teaches you to [...]

Analyze Datasets and Train ML Models using AutoML (Coursera)

May 23rd 2022
Analyze Datasets and Train ML Models using AutoML (Coursera)
Course Auditing
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Effort
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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. With Amazon SageMaker Clarify and Amazon SageMaker Data Wrangler, you will analyze a dataset for statistical bias, transform the dataset into [...]
May 23rd 2022
Course Auditing
41.00 EUR/month

Promote the Ethical Use of Data-Driven Technologies (Coursera)

tudents will learn what emerging technologies are and how they can be used to create data driven solutions. 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 [...]

Artificial Intelligence Data Fairness and Bias (Coursera)

In this course, we will explore fundamental issues of fairness and bias in machine learning. As predictive models begin making important decisions, from college admission to loan decisions, it becomes paramount to keep models from making unfair predictions. From human bias to dataset awareness, we will explore many aspects [...]

Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls (Coursera)

Machine learning. Your team needs it, your boss demands it, and your career loves it. After all, LinkedIn places it as one of the top few "Skills Companies Need Most" and as the very top emerging job in the U.S. This course will show you how machine learning works. [...]

Ecosystem Services: a Method for Sustainable Development (Coursera)

Ecosystem services are a way of thinking about – and evaluating – the goods and services provided by nature that contribute to the well-being of humans. This MOOC will cover scientific (technical), economic, and socio-political dimensions of the concept through a mix of theory, case-studies, interviews with specialists and [...]

Biases and Portfolio Selection (Coursera)

Investors tend to be their own worst enemies. In this third course, you will learn how to capitalize on understanding behavioral biases and irrational behavior in financial markets. You will start by learning about the various behavioral biases – mistakes that investors make and understand their reasons. You [...]

Data Science in Real Life (Coursera)

Have you ever had the perfect data science experience? The data pull went perfectly. There were no merging errors or missing data. Hypotheses were clearly defined prior to analyses. Randomization was performed for the treatment of interest. The analytic plan was outlined prior to analysis and followed exactly. The [...]