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Mitigating the Base-Rate Neglect Cognitive Bias in Data Science Education
From BLOG@CACM

Mitigating the Base-Rate Neglect Cognitive Bias in Data Science Education

How can machine learning educators help learners cope with the base rate neglect cognitive bias?

Was Ada Lovelace Actually the First Programmer?
From BLOG@CACM

Was Ada Lovelace Actually the First Programmer?

Historical arguments for and against.

Communing on Computing
From BLOG@CACM

Communing on Computing

 Conferences can renew our professional commitment and inspire thought on problems we face.

The Base-Rate Neglect Cognitive Bias in Data Science
From BLOG@CACM

The Base-Rate Neglect Cognitive Bias in Data Science

Using Bayes' Theorem, the correct answer to both the medical diagnosis problem and to the lion classification question, can be calculated.

AI as (an Ersatz) Natural Science?
From BLOG@CACM

AI as (an Ersatz) Natural Science?

The emergence of large learned models is changing the nature of artificial intelligence research in fundamental ways.

Machine Learning: Out! Data Science: In!
From BLOG@CACM

Machine Learning: Out! Data Science: In!

We propose to stop teaching machine learning courses to populations whose core discipline is neither computer science nor mathematics and statistics.

Rethinking the CS Curriculum
From BLOG@CACM

Rethinking the CS Curriculum

I have noticed that there is a growing trend to dumb down the CS curriculum by removing mathematical topics.

Programming is For More than Engineering; Computer Science is About More than Building Things
From BLOG@CACM

Programming is For More than Engineering; Computer Science is About More than Building Things

Programming should be part of computing education curriculum, and take into account all the ways students will use computing.

Validity and Reliability in Data Science: An Interdisciplinary Perspective
From BLOG@CACM

Validity and Reliability in Data Science: An Interdisciplinary Perspective

We examine the essence of the components of data science, as well as their interrelations, from the educational perspective.

Biases in Author Recognition
From BLOG@CACM

Biases in Author Recognition

When reading papers, we make simplifications and have assumptions about author roles and relative contributions.

How Scripting Misses the Mark
From BLOG@CACM

How Scripting Misses the Mark

Scripting languages promise easy automation but prove difficult to learn. Let's stop focusing on simplified syntax and instead focus on understandability and learnability...

Your Job Can Be Done Better By My Algorithm
From BLOG@CACM

Your Job Can Be Done Better By My Algorithm

In our rarefied world of university teaching and learning, which jobs can be replaced by algorithms?

Data Anonymization Using the Random Sum Method
From BLOG@CACM

Data Anonymization Using the Random Sum Method

The purpose of this blog post is to present an anonymization method that can be applied to the digital attributes of personal data.

R&D or r&d: What's the Difference?
From BLOG@CACM

R&D or r&d: What's the Difference?

Research produces generalized knowledge; Development produces generalized functionality. Not all efforts that use research skills or that use development skills...

A Semester Virtual Institute
From BLOG@CACM

A Semester Virtual Institute

We organized a semester virtual institute in the academic metaverse with researchers from around the world. 

Reflection Pre-learning in Computer Science Courses
From BLOG@CACM

Reflection Pre-learning in Computer Science Courses

Our experience with reflection pre-learning in a MOOC on computational thinking that we developed and currently teach.

How to Teach Mathematical Disciplines for IT Specialties
From BLOG@CACM

How to Teach Mathematical Disciplines for IT Specialties

Revision of the foundations of teaching mathematics for IT specialties is needed.

Anti-Racist Computing Education: No More Excuses
From BLOG@CACM

Anti-Racist Computing Education: No More Excuses

On this #MLKDay, a list of resources to help center racial equity and justice in CS classrooms and a reminder that the CS Education community must make good on...

Changes in the Technion's Teaching Strategies During the Pandemic
From BLOG@CACM

Changes in the Technion's Teaching Strategies During the Pandemic

This post describes three significant changes that took place during the pandemic in the instructional strategies at the Technion – Israel Institute of Technology...

Finding a Path to CS for All: How Many U.S. High School Students Have Taken CS?
From BLOG@CACM

Finding a Path to CS for All: How Many U.S. High School Students Have Taken CS?

How do we measure progress towards CS for All?
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