towardsdatascience.com 2019-09-16 15:01 Gradient Descent: Show Me the Math! Photo by Martin Jernberg on UnsplashGradient descent is an iterative learning algorithm and the workhorse of neural networks. With the many customizable examples for PyTorch or Keras, building a...

towardsdatascience.com 2019-09-08 12:48 Understanding the Central Limit Theorem Diving deep into one of the most important theorems in statisticsIn this article, I want to talk about the central limit theorem and its applications in statistics. The central limit theorem states...

uxdesign.cc 2019-09-02 19:59 Design validation mathematics A while ago I still had parentish questions like “am I a good designer if I don’t test all my interfaces?”, “is it OK that I postpone problems that faced only one of four respondents?”,...

blog.statebox.org 2019-08-31 08:56 Elliptic Curve Pairings At Statebox we are exploring using boolean circuits to model computation. One thing we’d like to do is verify correct computation on a blockchain in a scalable way. A zero-knowledge proof system,...

towardsdatascience.com 2019-08-29 11:59 Beyond the Derivative — Subderivatives Beyond the Derivative — SubderivativesMachine Learning techniques often rely on differentiable functions, but that’s rarely the case in practice. What can we do instead?Not every function is...

towardsdatascience.com 2019-08-24 21:53 The Poisson Process: Everything you need to know Learn about the Poisson process and how to simulate it using PythonLet me begin by tickling your curiosity a little bit. Let’s look at how a Poisson sequence might look like.A sample...

ebooks 2019-08-23 02:19 Start Programming Using HTML, CSS, and JavaScript Title: Start Programming Using HTML, CSS, and JavaScript Author: Iztok Fajfar Length: 468 pages Edition: 1 Language: English Publisher: Routledge Publication...

blog.jupyter.org 2019-08-22 19:06 National Scale Interactive Computing This is an invited post from Jim Colliander, Professor of Mathematics at UBC and Director of the Pacific Institute for the Mathematical Sciences.¹In 2017, the Pacific Institute for the Mathematical...

towardsdatascience.com 2019-08-16 17:59 P-Value In Action: Is It Safe to Say That Parallax Correction Really Improve The Accuracy of… P-Value In Action: Is It Safe to Say That Parallax Correction Really Improve The Accuracy of Satellite Rain Estimation Algorithm?source:...

ebooks 2019-08-16 01:27 Deep Learning Applications for Cyber Security Title: Deep Learning Applications for Cyber Security Length: 246 pages Edition: 1st ed. 2019 Language: English Publisher: Springer Publication Date: 2019-10-01 ...

ebooks 2019-08-12 01:40 Analytic SQL in SQL Server 2014/2016 Title: Analytic SQL in SQL Server 2014/2016 Author: Riadh Ghlala Length: 168 pages Edition: 1 Language: English Publisher: Wiley-ISTE Publication Date:...

towardsdatascience.com 2019-08-08 12:17 Understanding backpropagation algorithm A simple explanation of backpropagation everyone is looking forLearn the nuts and bolts of a neural network’s most important ingredient“A man is running on a highway” — photo by Andrea...

towardsdatascience.com 2019-08-04 21:05 Most People Screw Up Multiple Percent Changes. Here’s How to Get Them Right. (Source)Solving a Common Math Problem with Everyday ApplicationsIncredibly, after 16 years of schooling, the majority of American college students get this question wrong:What is the total...

towardsdatascience.com 2019-07-30 08:23 Storing a movie into π Is it worth to use π as data archive?visual representation of φ, e and π as treemapsOver the years many claims of a more romantic than scientific origin have been made about π. And all of them...

towardsdatascience.com 2019-07-28 23:38 New Image Deformation Method for Garment Fitting on People A new image deformation method to fit garments on peopleObject shape manipulation is a subject using 2 types of methodologies. While one of them is GAN(Generative Adversarial Networks) the other one...

ebooks 2019-07-27 06:09 Linear Algebra for Computational Sciences and Engineering, 2nd Edition Title: Linear Algebra for Computational Sciences and Engineering, 2nd Edition Author: Ferrante Neri Length: 574 pages Edition: 2nd ed. 2019 Language: English ...

becominghuman.ai 2019-07-27 02:25 We are all Turing machines. We are all Turing machinesThis article explores the implications of a bold new theory about life and intelligence. If the theory is true then this article provides a recipe for building human level...

ebooks 2019-07-25 03:12 Data Envelopment Analysis with R Title: Data Envelopment Analysis with R Author: Ali Ebrahimnejad, Farhad Hosseinzadeh Lotfi, Mohsen Vaez-Ghasemi, Zohreh Moghaddas Length: 236 pages Edition: 1st ed. 2020 ...

ebooks 2019-07-18 01:14 Graph Algorithms: Practical Examples in Apache Spark and Neo4j Title: Graph Algorithms: Practical Examples in Apache Spark and Neo4j Author: Amy E. Hodler, Mark Needham Length: 256 pages Edition: 1 Language: English Publisher:...

towardsdatascience.com 2019-07-17 18:31 Deep Learning Book Series 3.4 and 3.5 Marginal and Conditional Probability The sum rule allows to calculate marginal probability from joint probability.This content is part of a series about Chapter 3 on probability from the Deep Learning Book by Goodfellow, I., Bengio, Y.,...

becominghuman.ai 2019-07-16 14:00 Machine Learning Series Day 7 (Decision Tree Classifier) I promise it’s not just another “ML Article.”Terminology:Gini Impurity: Measurement of the likelihood of incorrect classification of a new instance of a random variable, if that new instance...

towardsdatascience.com 2019-07-10 14:08 Backpropagation in a convolutional layer Backpropagation in a convolutional layerIntroductionMotivationThe aim of this post is to detail how gradient backpropagation is working in a convolutional layer of a neural network. Typically the...

towardsdatascience.com 2019-07-08 13:24 Fun with Fourier SourceHello, my arithmophobic friends! Well, maybe I am wrong and you able to share my affinity in math, however, as for my experience, many of the IT guys are trying to avoid any raw math...

mop developers 2019-07-02 14:25 Convert a combination to a single number Convert a combination to a single numberHow to convert a combination to a single number and vice versa? How to count and index all combinations of elements? How to assign a unique number or rank, to...

ebooks 2019-07-02 02:30 R Cookbook, 2nd Edition Title: R Cookbook, 2nd Edition Author: JD Long, Paul Teetor Length: 600 pages Edition: 2 Language: English Publisher: O'Reilly Media Publication Date: 2019-07-05...