Best Data Science Overviews7th June 2019
Top 10 everyone-friendly articles about data science
With over 60 articles published, so it’s time for a Best Of album! Here are my 10 best articles by topic. Enjoy!
#1 Understanding data
Musings on information, memory, analytics, and distributions.
What is data?
#2 What on earth is data science?
The quest for a useful definition plus a tour of data science’s three subfields.
What on earth is data science?
#3 History + future of data science
Did you know that Florence Nightingale was analyst who created live-saving infographics? This and more in an attempt to put 5000 years of data science in perspective.
#4 Machine learning and AI
Machine learning uses patterns in data to label things. Sounds magical? The core concepts are actually embarrassingly simple…
Machine learning — Is the emperor wearing clothes?
Ever wished someone would just tell you what the point of statistics is and what the jargon means in plain English? Let me try to grant that wish for you!
Statistics for people in a hurry
Learn the true nature of analytics and find out how it differs from the other data science disciplines… and why it might be the one you need most.
What Great Data Analysts Do – and Why Every Organization Needs Them
#7 AI for artists
Four AI art techniques to help bring out your creativity plus musing on creativity, AI-powered copyright infringement, and more.
Using AI as a perception-altering drug
#8 How to start an AI project
A step-by-step guide with everything you need to know to dive into your project.
Getting started with AI? Start here!
#9 AI bias and fairness
AI bias doesn’t come from AI algorithms, it comes from people. What does that mean and what can we do about it?
Pay attention to that man behind the curtain
#10 Explainable AI and trust
Let’s talk about interpretability, transparency, explainability, and the trust headache…
Explainable AI won’t deliver. Here’s why.
Bonus: Best introduction to ML/AI in another language
Behind the scenes with machine learning… in Spanish. 15 more languages here.
Machine Learning — Secretos de Magia Revelados
Data Science – Hacker Noon
Best Data Science Overviews was originally published in Hacker Noon on Medium, where people are continuing the conversation by highlighting and responding to this story.