Solving a Quadratic Problem (QP) in an open source linear solver

How to linearize a quadratic function to use it in a linear solver, (a.k.a. I don’t have money to pay for Gurobi) using a retail example

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Examples of Using Apache Spark with PySpark Using Python

Apache Spark is one of the hottest new trends in the technology domain. It is the framework with probably the highest potential to realize…

Histograms vs. KDEs Explained

Histograms and Kernel Density Estimators explained with bricks and sandpiles

The Recursive Approximation Algorithm, Animated

How n-body problems are solved in linear time, without any maths.

A Comprehensive Guide to Pandas’ Advanced Features in 20 Minutes

A code-along guide for Pandas’ advanced functionalities.

SVM and Kernel SVM

Learn about SVM or Support Vector Machine, Kernel Trick, Hyperplanes, Lagrange Multipliers using visual examples and code sections.

facebookresearch/faiss: A library for efficient similarity search and clust

A library for efficient similarity search and clustering of dense vectors. - facebookresearch/faiss

Computational Category Theory in Python III: Monoids, Groups, and Preorders

Parts 1 and 2 are found here and here

Master the COCO Dataset for Semantic Image Segmentation

Explore and manipulate the COCO image dataset for Semantic Image Segmentation with PyCoco, Tensorflow Keras Python libraries

Master the COCO Dataset for Semantic Image Segmentation

Create a data generator and train your model on the COCO image dataset for Semantic Image Segmentation with PyCoco, Tensorflow Keras py

3D Photography Inpainting: Exploring Art with AI.

Usage of the new model, with examples and Colab Notebook.

PyTorch BentoML Heroku: The simple stack

and how to train and deploy an ML model into production with them.

Handling imbalanced dataset in supervised learning using family of SMOTE algorithm. - DataScienceCentral.com

Consider a problem where you are working on a machine learning classification problem. You get an accuracy of 98% and you are very happy. But that happiness doesn’t last long when you look at the confusion matrix and realize that majority class is 98% of the total data and all…

Feature Engineering: Data scientist's Secret Sauce ! - DataScienceCentral.com

originally posted by the author on Linkedin : Link It is very tempting for data science practitioners to opt for the best known algorithms for a given problem.However It’s not the algorithm alone , which can provide the best solution ; Model built on carefully engineered and…

L1 and L2 Regularization — Explained

How to control the complexity of a model

Python Power Tip: Enumerated Types

The right way to represent a finite set of alternatives

Efficient R programming

Efficient R Programming is about increasing the amount of work you can do with R in a given amount of time. It’s about both computational and programmer efficiency.

Netflix Data Science Interview Practice Problems

A walkthrough of some of Netflix’s interview questions!

The Checklist Manifesto: How to Get Things Right: Gawande, Atul: 9780805091748: Amazon.com: Books

The Checklist Manifesto: How to Get Things Right [Gawande, Atul] on Amazon.com. *FREE* shipping on qualifying offers. The Checklist Manifesto: How to Get Things Right

A Mystery at Oxford

A renowned scholar claimed that he discovered a first-century gospel fragment. Now he’s facing allegations of antiquities theft, cover-up, and fraud.

Cookiecutter Data Science

A project template and directory structure for Python data science projects.

Detecting Weird Data: Conformal Anomaly Detection

Weird data is important. Often in data science, the goal is to discover trends in the data. However, consider doctors looking at images of…

Patio11’s Law

@mmcgrana: Patio11’s Law: The software economy is bigger than you think, even when you take into account Patio11’s Law.1 A few years ago, I woke up in Sunriver, OR, and went to make coffee. The house had one of those bed-and-breakfast-type coffee trays. Drip machine. A stack

30 Data Science Interview Questions from FAANG Tech Giants

In-depth Interview Q&A from Facebook, Amazon, Apple, Netflix, and Google

From Depression to Dementia, Inflammation Is Medicine’s New Frontier

The barrier between mind and body appears to be crumbling. Clinical practice and public perception need to catch up.

Power to the People

Planned outages have sparked the use of more in-home batteries and generators. Here’s how to keep the lights on.

How to Install Ruby on Ubuntu 18.04 | Linuxize

Ruby is one of the most popular languages today. It has an elegant syntax and it is the language behind the powerful Ruby on Rails framework. In this tutorial we will show you three different ways to install Ruby on Ubuntu 18.04 system.

NVIDIA Ampere Unleashed: NVIDIA Announces New GPU Architecture, A100 GPU, a

How To Install Node.js on Ubuntu 18.04 / 16.04 LTS - TecAdmin

Installing latest node.js ubuntu. How do I Install stable node.js, npm on Ubuntu. Installing Node.js with apt-get package manager on Ubuntu

5 Principles for Responding to Customer Reviews

In an age where customer word of mouth can quickly go viral, managers can take five proactive actions to get the most lift out of their customers’ good reviews and minimize the bad ones. For positive reviews, managers should delay their response and–when they do respond– make…

CUDA 11 Features Revealed | NVIDIA Developer Blog

The new NVIDIA A100 GPU based on the NVIDIA Ampere GPU architecture delivers the greatest generational leap in accelerated computing. The A100 GPU has revolutionary hardware capabilities and we’re…

Why does Rails 6 include both Webpacker and Sprockets?

A new Rails 6 application will install both Webpacker and Sprockets by default. Don't they solve the same problem? This article dives into why Sprockets lives on even though webpack has surpassed most of its features ...

Sony’s first AI image sensor will make cameras everywhere smarter

More computer in your camera

Machine Learning in Industrial Chemicals: Process Quality Optimization

This post is the last in our series of 5 blog posts highlighting use case presentations from the 2nd Edition of Seville Machine Learning School (MLSEV). You may also check out the previous posts ab…

The Comprehensive Guide to JavaScript Design Patterns | Toptal®

Design patterns are reusable solutions to commonly occurring problems in software design. Let's take a look at how they work and explore some popular JavaScript design patterns.

Web Monetization - The Ecosystem

Greetings, everyone. This post begins a series on Web Monetization and serves to document my learning...

Fujitsu Begins Shipping Supercomputer Fugaku - Fujitsu Global

Fujitsu Limited today announced that it began shipping the supercomputer Fugaku, which is jointly developed with RIKEN and promoted by the Ministry of Education, Culture, Sports, Science and Technology with the aim of starting general operation between 2021 and 2022. The first…

Two lessons on reducing sign-up friction

I learned the hard way how important a carefully designed sign-up process is. I saw a large percentage of interested people fail to sign up because of easily preventable flaws in the flow.

BiST Vs. In-Circuit Sensors

Hybrid solutions emerging as reliability concerns increase and coverage becomes more difficult.

Names, Legal Names, and Fractally Deferred Responsibility

Don't store legal names, at least not as the default. Here's why, and why it matters.

DataScienceCentral.com - Big Data News and Analysis

New & Notable Top Webinar Recently Added New Videos

The Big Lebowski

Alright, way to go Donny! You've just found the best collection of Big Lebowski gear in existence. It should be obvious that we are, on a personal level, really enormous fans. .

CSS Masonry layouts: Responsive, Lightweight, and EASY!

A detailed tutorial guide to create a pure CSS Masonry layout which is also responsive, easy-to-implement without making use of JavaScript or jQuery.

How to Disagree with Someone More Powerful than You

Conflicting with your superiors may not be a daily occurrence, but there are times when it’s necessary. Here’s some tips on how to go about it.

Sinatra

https://kamerontanseli.ghost.io/first-it-was-craiglist-next-its-zapier/

Is Private Equity Having Its Minsky Moment?

Hi, Welcome to BIG, a newsletter about the politics of monopoly. If you’d like to sign up, you can do so here. Or just read on…

A brief introduction to the beauty of Information Theory

Lambdaclass's blog about distributed systems, machine learning, compilers, operating systems, security and cryptography.

The Cost of JavaScript Frameworks