How to make your own yeast for baking

All you really need is water, flour, and time

The Bacon, Egg and Cheese of Pastas

Is there anything more satisfying than an easy bowl of carbonara?

Baking Bread in Lyon

For a newcomer to the city, a boulangerie apprenticeship reveals a way of life.

The Maine Farmer Saving the World's Rarest Heirloom Seeds

Will Bonsall has spent a lifetime scattering seeds across the country. But will his efforts fall among the thorns?

The Svelte Compiler Handbook

The Svelte compilation process can be broken down into 4-steps, 1) parsing source code into AST, 2) tracking references and dependencies, 3) creating code blocks and fragments, and 4) generate code.

Live Sessions

Discover new and emerging artists, watch videos and live stream rare in-studio performances and concerts, all curated by Public Radio's best music radio stations.

Traveling with Tatay - Airstream Forums

I thought I’d start a post that catalogs “events of significance” in my ownership of a 2019 Airstream Globetrotter 27FBT (named after my maternal grandfather, who we called “Tat

Limitations of Graph Neural Networks

Reading between the lines of the latest advancements in GML.

50 Deep Learning Interview Questions

How GIN Indices Can Make Your Postgres Queries 15x Faster

With query examples you can run on your laptop

Visualizing Gaussian Elimination

The determinant is related to the volume of a parallelepiped spanned by the vectors in a matrix lets see how.

NLP — BERT & Transformer - Jonathan Hui - Medium

Google published an article “Understanding searches better than ever before” and positioned BERT as one of the most important updates to…

Test Your Skills: 26 (More) Data Science Interview Questions & Answers

Statistics, Algorithms, Deep Learning, NLP, & Data Organization

Object Detection using YoloV3 and OpenCV

An Introduction to Object Detection with YoloV3 for beginners

Image Data Labelling and Annotation — Everything you need to know

Learn about different types of annotations, annotation formats and annotation tools

nandinib1999/object-detection-yolo-opencv: Object Detection using Yolo V3 and OpenCV

Object Detection using Yolo V3 and OpenCV .

Bayesian Inference Algorithms: MCMC and VI

Intuition and diagnostics

Comprehensive Guide on Item Based Recommendation Systems

This guide will show in detail how item based recommendation system works and how to implement it in real work environment.

Intro to R: Linear Algebra

Vector Indexing, Eigenvector Solvers, Singular Value Decomposition, & More

TLDR This - Article Summarizer & Online Text Summarizing Tool

TLDR This is a Free online text summarizing tool that automatically condenses long articles, documents, essays, or papers into key summary paragraphs using state-of-the-art AI.

Matrix Factorization as a Recommender System

An Explanation and Implementation of Matrix Factorization

The Art of Geofencing in Python

Tutorial — Triggering notifications and Nudging GPS locations from users.

google-research/bert: TensorFlow code and pre-trained models for BERT

TensorFlow code and pre-trained models for BERT.

The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) – J

Discussions: Hacker News (98 points, 19 comments), Reddit r/MachineLearning (164 points, 20 comments) Translations: Chinese (Simplified), French 1, French 2, Japanese, Korean, Persian, Russian, Spanish 2021 Update: I created this brief and highly accessible video intro to BERT…

Jay Alammar – Visualizing machine learning one concept at a time

Visualizing machine learning one concept at a time.

Machine Learning Benchmarking: You’re Doing It Wrong

I’m not going to bury the lede: Most machine learning benchmarks are bad. And not just kinda-sorta nit-picky bad, but catastrophically and fundamentally flawed. TL;DR: Please, for the love of sta…

Audacity Tutorial for Podcasters: How to Setup, Record, and Edit a Podcast

In this guide, you'll learn how to record, edit, and export your podcast episodes using Audacity - free software available for both Mac and Windows.

Announcing Meteor 1.10 - Meteor Blog

Meteor 1.10 is a release full of exciting updates such as Cordova, MongoDB, option to exclude architectures, new Meteor DevTools and more

Computer Vision 101: Working with Color Images in Python

Learn the basics of working with RGB and Lab images to boost your computer vision projects!

Disrupting Deepfakes: Adversarial Attacks on Image Translation Networks (Co

🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks - natanielruiz/disrupting-deepfakes

Learn D3: A guided tour of your first steps using D3, by Mike Bostock

A guided tour of your first steps using D3.

Scalable Hosting with Galaxy for Meteor Applications | Meteor

Build, monitor and host your app on the only platform designed with Meteor.js in mind.

Tutorial | WhatsApp Clone with Meteor CLI and Ionic | Bootstrapping

Start by installing the Meteor platform if you haven't already (See reference). Create a new project by running these commands in your command lin

Building an Image-Taking Interface Application for Your Image Recognition M

Explore the Real-World Applications of Your Model

Brain Tumor Detection using Mask R-CNN

Mask R-CNN has been the new state of the art in terms of instance segmentation. Here I want to share some simple understanding of it to give you a first look and then we can move ahead and build our model.

Lesser-known pandas tricks (2019)

5 lesser-known pandas tricks that help you be more productive

How to Export Pandas DataFrame to CSV

In this post, we’ll go over how to write DataFrames to CSV files.

Seaborn Visualizations Tutorial

A walkthrough of many Seaborn tools using NHL Statistics

How to Use DBSCAN Effectively

A complete guide on using the most cited clustering algorithm effectively

Probability Learning: Monte Carlo Methods

Learn Monte Carlo Methods with three simple examples

[P] PyCM 2.6 released : Multi-class confusion matrix library in Python

https://github.com/sepandhaghighi/pycm https://www.pycm.ir custom_rounder function added #279 complement function added sparse_matrix attribute added…

Learn how to read data into a Pandas DataFrame in 5 minutes

Extract data from different sources

L

Looking for a distraction? Here are 25 of our favourite long reads

The long read: If you feel like reading about something other than coronavirus – and filling some more time during lockdown – then dive into a few of these highlights from the long read archive

Xor Filters: Faster and Smaller Than Bloom and Cuckoo Filters: ACM Journal of Experimental Algorithmics: Vol 25, No null

The Bloom filter provides fast approximate set membership while using little memory. Engineers often use these filters to avoid slow operations such as disk or network accesses. As an alternative, a cuckoo filter may need less space than a Bloom filter ...

Boosting Showdown: Scikit-Learn vs XGBoost vs LightGBM vs CatBoost in Senti

Which boosting algorithm will reign supreme in this head-to-head competition?

Austin Shop — The Continental Club

veeral-patel/awesome-risk-quantification: A collection of awesome projects,

A collection of awesome projects, blog posts, books, and talks on quantifying risk - veeral-patel/awesome-risk-quantification

Decision Trees for Classification: ID3 Algorithm Explained

This article explains the ID3 Algorithm, in details with calculations, which is one of the many Algorithms used to build Decision Trees.

Optimization — Descent Algorithms

In this post, we will see several basic optimisation algorithms that you can use in various data science problems.