An introduction to time series forecasting
DataRobot MLOps is helping to increase AI value by automating the deployment, optimization, and governance of machine learning applications.
How to Develop an Imbalanced Classification Model to Detect Oil Spills
Many imbalanced classification tasks require a skillful model that predicts a crisp class label, where both classes are equally important. An example of an imbalanced classification problem where a class label is required and both classes are equally important is the detection…
Let’s Build a Simple Interpreter. Part 18: Executing Procedure Calls
Do the best you can until you know better. Then when you know better, do better. ― Maya Angelou
How to Quit Using a Barbell Pad for Squats
At most gyms, there’s a cylindrical pad on the floor somewhere near the squat rack. (If it’s not there, check the Smith machine.) When I first started squatting, I needed that pad on the bar—or thought I did. How else would I protect my bony neck? But the truth is, you don’t…
A better adaptive Runge-Kutta method
The Dormand-Prince algorithm is similar to the popular RKF45 adaptive Runge-Kutta method but produces more precision relative to the amount of computation.
Introducing the Periodic Table of Digital Commerce Marketing
Packing an astonishing amount of information into an easy-to-digest visual, it's well worth the download.
Why Is Imbalanced Classification Difficult?
Imbalanced classification is primarily challenging as a predictive modeling task because of the severely skewed class distribution. This is the cause for poor performance with traditional machine learning models and evaluation metrics that assume a balanced class distribution…
Fail productively… how to turn yourself into a super-learner
Whether you’re taking up the oboe or finessing your Finnish, scientific research offers tips to aid learning
fastai/fastpages: An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
An easy to use blogging platform, with enhanced support for Jupyter Notebooks. - fastai/fastpages
Why prediction markets are bad at predicting who’ll be president
Betting markets show Bloomberg as a leading candidate. Really?
Easy Image Dataset Augmentation with TensorFlow - KDnuggets
What can we do when we don't have a substantial amount of varied training data? This is a quick intro to using data augmentation in TensorFlow to perform in-memory image transformations during model training to help overcome this data impediment.
Learning to See Transparent Objects
Posted by Shreeyak Sajjan, Research Engineer, Synthesis AI and Andy Zeng, Research Scientist, Robotics at Google Optical 3D range sensors, like R...
Growing Neural Cellular Automata
Training an end-to-end differentiable, self-organising cellular automata model of morphogenesis, able to both grow and regenerate specific patterns.
The Behavioral Economics Diet: The Science of Killing a Bad Habit
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What really motivates you more, the promise of a reward if you succeed or a debt if you don’t?
Docker Images: Part I – Reducing Image Size
Ardan Labs is trusted by small startups and Fortune 500 companies to train their engineers and develop business software solutions and applications.
fasterthanli.me
amos loves to tinker
6 Simple CTA Button Styles With Hover Effects For Your Website
Here are seven cool and simple CSS button styles examples for you to try on your WordPress website.
PyTorch internals
Dask — Dask 2.11.0 7.gc99a4402 documentation
Refracted Floating Text Effect
Over 150 of the Best Machine Learning, NLP, and Python Tutorials I’ve Found
By popular demand, I’ve updated this article with the latest tutorials from the past 12 months. Check it out here
fastai/README.md at master · fastai/fastai
The fastai deep learning library.
ctgk/PRML: PRML algorithms implemented in Python
PRML algorithms implemented in Python.
Explorable Explanations
a hub for learning through play
Greatest Sales Deck I’ve Ever Seen
It's Zuora's and it's brilliant. Here's why.
Top ERP Software - 2020 Reviews, Pricing & Demos
Find the best Enterprise Resource Planning Software for your organization. Compare top Enterprise Resource Planning Software systems with customer reviews, pricing, and free demos.
Murmuration
A chance encounter and shared moment with one of natures greatest and most fleeting phenomena. Facebook: Islands And Rivers For licensing information contact Dale Dobson - dale@iconiclinx.com
Books To Base Your Life on (The Reading List) – RyanHoliday.net
“Can you recommend any books?” After being asked this question a thousand times, I put together a private email list of book recommendations. Each month, I send one email with 5 to 10 amazing books that I read, reviewed and think you’ll like. The email is simple and quick and…
Q-Learning
An early breakthrough in reinforcement learning — Off-policy Temporal-Difference control methods
12 Amazing Pandas & NumPy Functions
Make your day to day life easier by using these functions in your analysis
What is a Markov Decision Process Anyways?
Learn about the model that is used in most reinforcement learning problems.
Using Pytesseract to Convert Images into a HTML Site
Convert images to a string with Google Tesseract and then into a static HTML site using python
It’s been brought to my attention not every single human being has had the privilege of watching this phenomenal German commercial. It…
— Diego Lopez (@thisdiegolopez)
One Piece of Calculus That Can Change the Way You Advertise
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If you make $10 profit each time you sell a product, what cost per conversion should you aim for? Answering this question isn't easy, but it can teach us a lot about how to approach advertising.
Cloud Storage for $2 / TB / Mo - Sia Blog
Explore the model that shows why Sia storage will stay below $2/TB/Mo for the long term.
Opinion | Are You an Anti-Influencer? (Published 2020)
Some people have a knack for buying products that flop, supporting political candidates who lose and moving to neighborhoods that fail to thrive.
Design On Linux — Figma, Photopea + 9 Other Tools
UI/UX Design, Graphic Design, Photo Editing & more can now be done comfortably on Linux, without the need for expensive Adobe subscriptions
Threader - Good threads every day
Get a selection of good threads from Twitter every day
The Complete Guide to Rails Performance
The only guide that you'll ever need to make your Ruby on Rails application faster and more scalable.
How to Make Yourself into a Learning Machine
Imagine this:
Introduction to Histogram Equalization
How can digital signal processing help you equalize histograms for digital photography? Learn more here.
Quick Introduction to Sentiment Analysis
What is sentiment analysis, how to perform it, and how it can help your business.
Variational Autoencoders
VAE and where to find them
How to Become an International Gold Smuggler
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Harold Vilches, a 23-year-old Chilean, exported $80 million in contraband gold. It all started with a Google search.
The Crop Software Behind Your Daily Cup of Coffee
Cropster started as a tool to lift coffee producers out of poverty. Now it has a bigger mission: to save the entire global food supply.
How To Parse And Pretty Print JSON With Linux Commandline Tools
This brief guide explains how to parse and pretty print JSON with a command line tool called jq in Linux operating systems.
JSON Formatter & Validator
Format and validate JSON data so that it can easily be read by human beings.
JSONLint - The JSON Validator
JSONLint is the free online validator, json formatter, and json beautifier tool for JSON, a lightweight data-interchange format. You can format json, validate json, with a quick and easy copy+paste.
Nothing Compares to Yuzu
The knobbly-skinned Japanese fruits are among the most exquisite members of the citrus family, and yuzu kosho—a fiery-hot condiment of chiles, zest, and salt—shows off all that’s wonderful about them.