KDnuggets
Stats + related links for Essential Linear Algebra for Data Science and Machine Learning
Linear algebra is foundational in data science and machine learning. Beginners starting out along their learning journey in data science--as well as established practitioners--must develop a strong…
This your link? Claim it
More like this
Scott Galloway
The Algebra of Decisions
Scott Galloway
6 min read · Feb 4th · This has been a week of difficult decisions. I walked away, for now, from a long-time business partner and watched another be fired. It’s been draining, and made me think about decision-making.…
datahacker.rs
#000 Linear Algebra for Machine Learning
datahacker.rs
~14 min read · From 2020 · Highlights: Linear algebra is a branch of mathematics related to linear equations, linear functions and their representations through matrices and vector spaces. Basically, it is the science of…
Reader View · Shared by 27, including Dr. Ganapathi Pulipaka 🇺🇸, Mark Tabladillo PhD, Ronald van Loon, Rick King, Damien de France 🌍 🕊️🇺🇦
Scott Galloway
The Algebra of Wealth | No Mercy / No Malice
Scott Galloway
8 min read · Jan 28th · T-minus 17 days until Pivot MIA, a new three-day event I’m hosting with Kara Swisher. We’ll be joined by the CEOs of Airbnb, the New York Times Company, WeWork, and Parler, and by my role models,…
Reader View · Shared by 213, including David Papandrew, Marvin “Polymath but really Just Generalist” Liao, Matthias Lampe
pabloinsente.github.io
Introduction to Linear Algebra for Applied Machine Learning with Python
pabloinsente.github.io
From 2020
Reader View · Shared by 39, including Alexander Seifert, Real Python, Christopher D. Long (Крістофер Д. Лонг), Thomas Eichmann, Dr. Ganapathi Pulipaka 🇺🇸, Mike Tamir, PhD, Jacob du Toit
Los Angeles Times
Opinion: Modern high school math should be about data science — not Algebra 2
Los Angeles Times
3 min read · From 2019 · When did you last divide a polynomial? High schoolers deserve math instruction relevant to their lives, rather than algebra and other higher math.
Reader View · Shared by 40, including Ronald van Loon, Wesley Fryer, Ph.D. 🌎🎙🚀 (he/him), Scott McLeod, Dr. Alec Couros, Brian D. Earp, Ph.D., Bjorn Larsen, Tom Vander Ark, AIKing.Eth - Vincent Boucher, Chris Sacca 🇺🇸, Bob E. Hayes
Towards Data Science
21 amazing Youtube channels for you to learn AI, Machine Learning, and Data Science for free
Towards Data Science
~16 min read · 2020-11-04 · This is the perfect moment to start learning something new, and why not start with AI?
Reader View · Shared by 251, including Tom Connor, Pranav Soni, Fabrizio Bianchi, Memen Isimo, Carla Gentry
medium.com
Linear algebra cheat sheet for deep learning
medium.com
7 min read · From 2017 · While participating in Jeremy Howard’s excellent deep learning course I realized I was a little rusty on the prerequisites and my fuzziness…
Reader View · Shared by 23, including Thomas Telandro, Bryan Onel, Dayyan Smith
Data Science Central
Difference between Machine Learning, Data Science, AI, Deep Learning, and Statistics
Data Science Central
10 min read · From 2017 · In this article, I clarify the various roles of the data scientist, and how data science compares and overlaps with related fields such as machine learning, de…
Reader View · Shared by 182, including Thomas Power, Dr. Marcell Vollmer 🇺🇦 #StaySafe & Carpe Diem, Sarah-Jayne Gratton, Jakub Albert Ferenc, Vašek, Mattias Tyrberg, Pinei, Nico Müller 🇺🇦, Ron McIntyre, Juan Antonio Ortiz, Augusto Rückert, Rezha Julio
betterexplained.com
An Intuitive Guide to Linear Algebra
betterexplained.com
~17 min read · From 2016 · Despite two linear algebra classes, my knowledge consisted of “Matrices, determinants, eigen something something”. Why? Well, let’s try this course format: Name the course Linear Algebra but focus on…
Reader View · Shared by 62, including Daniel Williams, Chung Chen
