List: data and ai literacy | Curated by Anthony McCosker

Dec 24, 2024
38 stories
data and ai literacy 
In
SEEK blog
by
Sue Ann Chen
A Roadmap for AI Transparency Operationalisation — Part 2This blog post was created by Sue Ann Chen and Tao Zhang, with valuable insights and contributions from our collaborators: Fernando Mourao…
Dec 19, 2024
2
Dec 19, 2024
2
In
TDS Archive
by
Cristian Leo
The Algorithm That Made Google GoogleHow PageRank transformed how we searched the internet, and why it’s still playing an important role in LLMs with Graph RAG.
Dec 18, 2024
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Dec 18, 2024
229
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Cobus Greyling
12 Prompt Engineering TechniquesPrompt Engineering can be described as an art form, creating input requests for Large Language Models (LLMs) that will lead to a envisaged…
Aug 2, 2023
700
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Aug 2, 2023
700
6
In
TDS Archive
by
Hesam Sheikh
How I Studied LLMs in Two Weeks: A Comprehensive RoadmapA day-by-day detailed LLM roadmap from beginner to advanced, plus some study tips
Oct 18, 2024
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Oct 18, 2024
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Sarah Tamara Kaur, Strategic Designer
The 6C Design Path: Guiding Designers and Data Scientists in Crafting Human-Centered AI SolutionsThis is Part 3 in a three-part series for designers who are looking to stretch their human centred design practice into creating…
Oct 17, 2024
Oct 17, 2024
In
TDS Archive
by
Samvardhan Vishnoi
Bayesian Linear Regression: A Complete Beginner’s guideA workflow and code walkthrough for building a Bayesian regression model in STAN
Sep 14, 2024
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Sep 14, 2024
304
2
In
TDS Archive
by
Thu Vu
How to Learn AI on Your Own (a self-study guide)If your hands touch a keyboard for work, Artificial Intelligence is going to change your job in the next few years.
Jan 5, 2024
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Jan 5, 2024
3.5K
31
In
Low Code for Data Science
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Rosaria Silipo
Is Data Science dead?In the last six months I have heard this question thousands of time: “Is data science dead?”
Mar 11, 2024
2.6K
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Mar 11, 2024
2.6K
63
In
TDS Archive
by
TDS Editors
Multilingual RAG, Algorithmic Thinking, Outlier Detection, and Other Problem-Solving HighlightsOur weekly selection of must-read Editors’ Picks and original features
Jun 6, 2024
70
Jun 6, 2024
70
In
TDS Archive
by
Cristian Leo
The Math Behind Recurrent Neural NetworksDive into RNNs, the backbone of time series, understand their mathematics, implement them from scratch, and explore their applications
Apr 27, 2024
822
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Apr 27, 2024
822
5
In
TDS Archive
by
John Loewen, PhD
Why Human-Centred Approaches Lead to Better Algorithm DesignSome lessons I learned about quantifying qualitative thinking
Apr 11, 2024
2.5K
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Apr 11, 2024
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In
TDS Archive
by
Vyacheslav Efimov
Reinforcement Learning, Part 1: Introduction and Main ConceptsMaking the first step into the world of reinforcement learning
Apr 9, 2024
737
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Apr 9, 2024
737
3
In
TDS Archive
by
Louis Chan
Understanding Latent Dirichlet Allocation (LDA) — A Data Scientist’s Guide (Part 1)LDA explained with a dog pedigree model
Feb 9, 2024
516
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Feb 9, 2024
516
1
In
TDS Archive
by
Josep Ferrer
Breaking down Logistic Regression to its basicsMLBasics #2: Demystifying Machine Learning Algorithms with The Simplicity of Logistic Regression
Jan 21, 2024
347
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Jan 21, 2024
347
3
In
TDS Archive
by
Amy Ma
Courage to Learn ML: Explain Backpropagation from Mathematical Theory to Coding PracticeTransforming Backpropagation’s Complex Math into Manageable and Easy-to-Learn Bites
Jan 17, 2024
207
1
Jan 17, 2024
207
1
In
TDS Archive
by
Josep Ferrer
MLBasics — Simple Linear RegressionDemystifying Machine Learning Algorithms with The Simplicity of Linear Regression
Jan 14, 2024
487
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Jan 14, 2024
487
3
In
Generative AI in the Newsroom
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David Caswell
AI and News: What’s next?David Caswell takes a deep strategic look at how news organizations might respond to the latest wave of generative AI.
Sep 18, 2023
136
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Sep 18, 2023
136
4
In
Automated Decision-Making and Society
by
Jacky Zeng
The AI regulation discussion: who are we leaving out?by Kimberlee Weatherall and Jacky Zeng
Sep 3, 2023
8
Sep 3, 2023
8
In
Pipeline: Your Data Engineering Resource
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Zach Quinn
Creating The Dashboard That Got Me A Data Analyst Job OfferA walkthrough of the Udemy dashboard that got me a job offer from one of the biggest names in academic publishing.
Dec 5, 2022
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Dec 5, 2022
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Ryan Singer
UI and CapabilityPeople use your product because they are trying to get somewhere.
Jan 14, 2015
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Jan 14, 2015
480
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