How Cameo Turned D-List Celebs Into a Monetization Machine

Inside the surreal and lucrative two-sided marketplace of mediocre famous people

A Complete Guide to calc() in CSS

CSS has a special calc() function for doing basic math. In this guide, let's cover just about everything there is to know about this very useful function.

You can get my DevOps books free the rest of this month

Hyper-Parameter Optimization: A Review of Algorithms and Applications

Since deep neural networks were developed, they have made huge contributions to everyday lives. Machine learning provides more rational advice than humans are capable of in almost every aspect of...

How China's 'Bat Woman' Hunted Down Viruses from SARS to the New Coronavirus

Wuhan-based virologist Shi Zhengli has identified dozens of deadly SARS-like viruses in bat caves, and she warns there are more out there

Active Storage on Heroku | Heroku Dev Center

Rails [5.2 introduced Active Storage](https://guides.rubyonrails.org/active_storage_overview.html) as a way of managing attaching and saving files to Active Record models. This guide will cover how to use Active Storage on Heroku.

Decorators in Python

Learn how you can change the behavior of objce

Synaptic Package Manager | Linux

This article describes how you can install and manage software in Linux using Synaptic Package Manager.

Top 3 Python Functions You Don’t Know About (Probably)

Cleaner Code and Fewer Loops? Count me in.

The Power of Lampshading

How to turn Ignorance into Power

Signs You’re Following A Fake Twitter Account… – NixIntel

The challenge of dealing with fake accounts that spread disinformation is probably one of the greatest challenges facing the large social media companies. Most methods used to detect fake Twitter a…

Victorian Culinary Trading Cards Are a Feast for the Eyes

But maybe not for your stomach.

Introduction to Evolutionary Algorithms

A practical introduction on how to program Evolutionary Algorithms in Python to solve optimization tasks.

How exactly does PCA work?

Simplest guide to PCA, ever.

Why Japan is obsessed with paper

For a country often depicted as the pinnacle of high-tech living Japan has a surprising and enduring obsession with paper. That might finally be changing.

Getting started with the NVIDIA Jetson Nano - PyImageSearch

In this tutorial, you will learn how to get started with your NVIDIA Jetson Nano, including installing Keras + TensorFlow, accessing the camera, and performing image classification and object detection.

A One-Stop Shop for Principal Component Analysis - Towards Data Science

At the beginning of the textbook I used for my graduate stat theory class, the authors (George Casella and Roger Berger) explained in the…

Svelte 3: Rethinking reactivity

It's finally here

Forget Eileen: Ted Leo On The Unsung Greatness Of Dexys Midnight Runners

As part of NPR's series One-Hit Wonders / Second-Best Songs, musician Ted Leo says the British band known for "Come On Eileen" has more to offer — and points to one song as a perfect example.

How the Mathematical Conundrum Called the 'Knapsack Problem' Is All Around Us

A litany of issues in business, finance, container ship loading and aircraft loading derive from this one simple dilemma

Chesterton’s Fence: A Lesson in Thinking

A core component of making great decisions is understanding previous decisions. If we don’t understand how we got “here,” we run the risk of making things much worse.

The Warby Parker clones are imploding

How venture capital became the most dangerous thing to happen to now-troubled DTCs like Outdoor Voices, Harry’s, and Casper

Semi-Supervised Classification of Unlabeled Data (PU Learning)

How to classify unlabeled data when all you have is just a sample of positive data

Implementing XGBoost from scratch

A step by step guide for implementing one of the most trending machine learning algorithm using numpy

The Most Useful ML Tools 2020

5 sets of tools every lazy full-stack data scientist should use

Peeking Into the World of Rare Books

The new documentary “The Booksellers” looks at the esoteric world of the antiquarian trade, and the passionate, eclectic and endangered characters who make it hum.

How to use Residual Plots for regression model validation?

Using residual plots to validate your regression models

Finding cyclic patterns: a tutorial on how to implement STFT in Python

If you have ever heard Python and Fourier nouns, chances are you’ll find this post useful: here I will explore a simple way to implement…

BCrypt Explained

Intro If you're into Cryptography For Beginners, you're in the right place. Maybe you're j...

Millions of tiny databases

An Introduction to Support Vector Regression (SVR)

Using Support Vector Machines (SVMs) for Regression

Beyond A/B Testing: Primer on Causal Inference

Making the most out of your experiments and observational data

Introduction to D3 / MIT Visualization Group / Observable

So far in 6.859, we've primarily been working with visual analysis grammars like Vega-Lite or VizQL (Tableau). These grammars break visualization design down into a process of specifying mappings (or visual encodings) between data fields and the properties of graphical objects…

A Journey Into Reinforcement Learning — Temporal-Difference Learning

Optimizing value functions by bootstrapping through experience.

Building an Incremental Recommender System: Part II

Going above and beyond state-of-the-art with confidence!

CompressionVAE — A Powerful and Versatile Alternative to t-SNE and UMAP

Introducing a fast, easy to use, deep learning based dimensionality reduction tool

[P] pytorch-optimizer -- collections of ready to use optimization algorithm

249 votes, 21 comments. pytorch-optimizer -- collections of ready to use optimization algorithms for PyTorch, includes: AccSGD, AdaBound, AdaMod…

Fast & Asynchronous in Python

Accelerate Your Requests Using asyncio

Self Supervised Depth Estimation: Breaking down the ideas

Learning depth without manual annotation

Rahul Agarwal on LinkedIn: #regex #python #datascience #nlp

"The Ultimate Guide to using the Python regex module" https://lttr.ai/Nt5c #regex #Python #datascience #nlp

Vincent Boucher on LinkedIn: #transformer #bert #nlp

Pre-training SmallBERTa - A tiny model to train on a tiny dataset An end to end colab notebook that allows you to train your own LM (using HuggingFace…

A two-person startup already uses twenty-eight other tools | Hacker News

Hypothesis Testing Explained as Simply as Possible

One of the most important concepts for Data Scientists

Ultra-High Resolution Image Analysis with Mesh-TensorFlow

Posted by Le Hou and Youlong Cheng, Software Engineers, Google Research Deep neural network models form the backbone of most state-of-the-art ima...

Deep Transfer Learning for Image Classification

A step-by-step tutorial from data import to accuracy evaluation

✚ How to Make a Dynamic Multi-population Pyramid in Excel

Create better population pyramids that allow for improved comparisons between sexes and populations.

Set up a Dask Cluster for Distributed Machine Learning

Create a Dask environment only by connecting machines using SSH

3D Deep Learning Made Easier — A Brief Introduction to Facebook’s PyTorch3D

Facebook released the PyTorch3D framework that supports deep learning in 3D environments. Find out what it is.

The Curious Case of Kalman Filters

Please Stop Doing These 5 Things in Pandas

These mistakes are super common, and super easy to fix.