Towards Data Science
A Visual Explanation of Gradient Descent Methods (Momentum, AdaGrad, RMSProp, Adam)
14+ min · · Why can AdaGrad escape saddle point? Why is Adam usually better? In a race down different terrains, which will win? · Shared by 9, including Dr. Ganapathi Pulipaka 🇺🇸, rohit
Towards Data Science
Illustrated Guide to Transformer
16+ min · · A component by component breakdown analysis · Shared by 24, including Vinod Sharma, rohit, Ronald van Loon, Nicolas Babin
Data Science Central
Entropy of rolling dices
3 min · · The Entropy is one of the most important concepts in many fields like physics, mathematics, information theory, etc. Entropy is related to the number of states… · Shared by 24, including rohit, Dr. Craig Brown, Dr. Ganapathi Pulipaka 🇺🇸
linkedin.com
Pooja Rajpurohit posted on LinkedIn
· Sign in or join now to see posts like this one and more. · Shared by 3, including rohit
New Scientist
Correlation or causation? Mathematics can finally give us an answer
1 min · · Are shark attacks and ice cream sales linked? Do drugs work? Being able to distinguish cause and effect is crucial. Now we have the maths to do it reliably · Shared by 20, including rohit
The StartUp
Fourier Transformation for a Data Scientist
15+ min · · Shared by 23, including Tom Connor, rohit
stats.stackexchange.com
Relationship between KL divergence and entropy
1 min · · In Bishop's Pattern Recognition and Machine Learning, there is a small discussion in section 10.1.2 of the difference between minimizing $D_{KL}(p \:||\: q)$ and $D_{KL}(q \:||\: p)$ with respect t... · Shared by 3, including rohit
mltut.com
What is Principal Component Analysis in Machine Learning? Complete Guide!
5 min · · Do you wanna know What is Principal Component Analysis?. If yes, then this blog is just for you. Here I will discuss What is Principal Component Analysis. · Shared by 105, including Kirk Borne, Yves Mulkers, Ronald van Loon, Tom Connor, rohit
youtube.com
Discrete Differential Geometry - Lecture 18: The Laplace Operator
· Full playlist: https://www.youtube.com/playlist?list=PL9_jI1bdZmz0hIrNCMQW1YmZysAiIYSSS For more information see http://geometry.cs.cmu.edu/ddg · Shared by 38, including AGI.Eth | MTL.Eth, rohit, Rick King
Quanta Magazine
Landmark Computer Science Proof Cascades Through Physics and Math
6 min · · Computer scientists established a new boundary on computationally verifiable knowledge. In doing so, they solved major open problems in quantum mechanics and pure mathematics. · Shared by 483, including Philipp Laurim, sircharlsxavier, Elyzer Gatez, ipfconline in vacation mode :) will be back Sept.4, Nico Müller 🇺🇦, Yisong Yue, andre hollstein, rohit, Noel Jacob, Matthias Lampe, Matteo Furia, Christopher D. Long, ExApologist, Pascal Sulser, 瑞拿頭, Jonathan Kogan, James Wooden, Matthew Green
agilescientific.com
Visual explanations of mathematics
3 min · · It is thought that Euclid wrote Elements in about 300 BC, but Oliver Byrne turned it into one of the true gems of visualization — and made it about 100 times more readable. By seamlessly combining… · Shared by 211, including Dayyan Smith, AGI.Eth | MTL.Eth, Soumith Chintala, Ines Bieler, Elyzer Gatez, rohit, Cameron Yick ~ @hydrosquall@vis.social on mastodon
neilwithdata.com
Mathematics for the adventurous self-learner
20+ min · · For over six years now, I've been studying mathematics on my own in my spare time - working my way through books, exercises, and online courses. In this post I'll share what books and resources I've… · Shared by 600, including ΛLΞX TRΞJʘ, Kenneth Kalmer, Liv 😷, Kevin Roberts, Mattia Fregola 🤔, ash, Matthias Lampe, sircharlsxavier, Desmond Williams, Jonathan Kogan, rohit
Visual Capitalist
The Math Behind Social Distancing
13+ min · · Social distancing has been the first line of defense against COVID-19. We look at the math and science behind social distancing, to show how it works. · Shared by 118, including R.NFT R “Ray” Wang 王瑞光 #1A #AI, Pixel, 🇺🇦Evan Kirstel #B2B #TechFluencer, Trae Blain, Dr. Marcell Vollmer 🇺🇦 #StaySafe #VivaTech, Daniel Bentes, Harold Sinnott, Thomas Power, George J Huba PhD, rohit, Christian Surchi, Theodora (Theo) Lau - 劉䂀曼 🌻
Phys.org
Mathematicians develop new theory to explain real-world randomness
2 min · · Brownian motion describes the random movement of particles in fluids, however, this revolutionary model only works when a fluid is static, or at equilibrium. · Shared by 50, including Brian Laung Aoaeh, CFA, rohit
Quanta Magazine
Mathematicians Seal Back Door to Breaking RSA Encryption
3 min · · Digital security depends on the difficulty of factoring large numbers. A new proof shows why one method for breaking digital encryption won’t work. · Shared by 17, including Charles Baldwin, rohit
Aeon+Psyche
What is it to be Bayesian? The (pretty simple) math modelling behind a Big Data buzzword
2 min · · If you’ve ever tripped up over the term ‘Bayesian’ while reading up on data or tech, fear not. Strip away the jargon and notation, and even the mathematics-averse can make sense of the simple yet… · Shared by 196, including fnord, Tom Connor, ɐpuɐʎᴉW ᴉʇɐʍɥǝN, Jennifer Stirrup #MBA Topics: #AI #Data #Strategy, rohit, Shawn Venasse, 🧠 Larry G. Maguire