All About Python List Comprehension

Elegant, comfortable, concise, and fast way to build lists

Entropy and Information Gain

Yet another tool used to make Decision Tree splits.

Habits of High-Functioning Teams

I often struggle to explain what it means to be part of a high-functioning software team. Sure, there are mountains of literature, and an entire genre of LinkedIn thought leadership that professes all kinds of guidelines and heuristics about what makes teams work, but in my…

Guide to Concurrency in Python with Asyncio

This is a quick guide to Python’s asyncio module and is based on Python version 3.8. Introduction Why focus on asyncio? A quick asyncio summary A quick concurrent.futures summary Green Threads? Event Loop Awaitables Coroutines Tasks Futures Running an asyncio program Running…

Latent Variables & Expectation Maximization Algorithm

Bayesian Approach to Machine Learning

https://towardsdatascience.com/the-end-of-flask-in-data-science-738920090ed9

Fabula Storytelling Cards

Fabula is an analogue framework for fiction writers and screenwriters

Classic Probability Problem #2: The Coupon Problem

Data Science & Machine Learning Interviews

Pricing with 4 & 9 Scientific Strategies

Genetic Algorithms in Python using the DEAP library

Applied to the optimization of a meal plan for macronutrients

Full Page Reload

Or, how we learned to stop worrying and embrace the abstraction

Deploy Machine Learning Applications using Chef

Overview of deploying a model with the Chef — A Configuration Management Tool

Digital Design of a Leading Zero Counter using Recursion in Verilog | Linke

Discover 100 collaborative articles on domains such as Marketing, Public Administration, and Healthcare. Our expertly curated collection combines AI-generated content with insights and advice from industry experts, providing you with unique perspectives and up-to-date…

Diving Deep Into The Nvidia Ampere GPU Architecture

When you have 54.2 billion transistors to play with, you can pack a lot of different functionality into a computing device, and this is precisely what

3 Highly Practical Operations of Pandas

Sample, where, isin explained in detail with examples.

Generating Synthetic Patient Data

A quick look at using Synthea

Idea Generation

The most common question prospective startup founders ask is how to get ideas for startups. The second most common question is if you have any ideas for their startup. But giving founders an idea...

How to Use Polynomial Feature Transforms for Machine Learning

Often, the input features for a predictive modeling task interact in unexpected and often nonlinear ways. These interactions can be identified and modeled by a learning algorithm. Another approach is to engineer new features that expose these interactions and see if they improve…

Transformers for Multilabel Classification

BERT, XLNet, RoBERTa, etc.

Illustrated Guide to Transformer

A component by component breakdown analysis

Speeding training of decision trees

New method reduces training time by up to 99%, with no loss in accuracy.

Looking Inside Mahalanobis Metric Matching

How does it actually work?

Moats Before (Gross) Margins

In 2019, long before the outbreak of COVID-19, many lower gross margin tech companies were not being well-received by the public markets, and an excessive spotlight was cast by many on company gross margins. In the present moment, that attention has only grown for both public…

What is the business model for DuckDuckGo? (2017) | Hacker News

Guitar Decomposed: 5. Mutating the Third

So far we’ve been discussing chord transformations that didn’t change the chord’s function. We’ve been essentially dealing with just one major chord and its transpositions. …

How Treadmill Running Differs from Running Outside

Yes, the physiology and biomechanics of treadmill running are a little different. But how you feel about it is probably more important.

What Happened to the Shows That Were Supposed to Become the Next ‘Game of Thrones’?

Every network and streamer has been searching for a series that can become the next piece of monoculture, but so far nothing has captured the world’s attention like the fight for the Iron Throne

htmx - high power tools for html

htmx gives you access to AJAX, CSS Transitions, WebSockets and Server Sent Events directly in HTML, using attributes, so you can build modern user interfaces with the simplicity and power of hypertext htmx is small (~14k min.gz’d), dependency-free, extendable, IE11 compatible &…

How to Complain and Get Results

Impersonal customer service makes it hard to get help. Here's the script for success.

Hypermodern Python · Claudio Jolowicz

A guide to modern Python tooling with a focus on simplicity and minimalism.

Mental models for designers | Dropbox Design

Curious about product design at Dropbox? Here’s a look at tools we use for solving problems, making decisions, and communicating ideas.

The Vintage Beauty Of Soviet Control Rooms

Just for the pleasure, a selection of vintage control rooms dating back to the Soviet era! A beautiful collection of control rooms filled with large buttons and analog dials, long before the democratization of computers and screens. More info: Present And Correct

Think Like a Freak: The Authors of Freakonomics Offer to Retrain Your Brain: Levitt, Steven D., Dubner, Stephen J: 9780062218339…

Buy Think Like a Freak: The Authors of Freakonomics Offer to Retrain Your Brain on Amazon.com ✓ FREE SHIPPING on qualified orders

Design You Trust - The Source Of Inspiration

Why is Kubernetes getting so popular? - Stack Overflow Blog

How Tuesday Morning went bankrupt

After more than 45 years as an off-pricer, the retailer hit the skids when COVID-19 forced its doors shut and zeroed out revenue. Now it hopes to slim down in Chapter 11.

30 Movies That Are Unlike Anything You’ve Seen Before

These films, each unforgettable in its own way, are essential viewing.

How Energy Bars Became America's Favorite Snack

When outdoor athletes launched the first energy bars more than 30 years ago, no one could have predicted it would revolutionize the way Americans eat. A look inside the hottest—and strangest—category in natural foods.

The Remaking of Steve Buscemi

In a rare interview, Hollywood's most beloved misfit opens up about anxiety, loss, and the hard work of getting through it all.

Spotify’s removed its 10K library limit — but it won’t replace my MP3 colle

Yes, Spotify removing its 10k library limit for songs and albums is great, but it still has a long way to go until it replaces my MP3 collection.

Platforms in an Aggregator World

Facebook Shops are good for Shopify merchants, but bad for Shopify; the answer is to push more into the real world.

Salience: The psychology of an experience you can’t ignore | UX Magazine

Customers can’t buy from a brand they don’t notice

WAV to MP3 (Online & Free) — Convertio

Best way to convert your WAV to MP3 file in seconds. 100% free, secure and easy to use! Convertio — advanced online tool that solving any problems with any files.

A Software Engineering Culture Test

See a shorter, and updated version of this test here: The Pragmatic Engineer Test: 12 Questions on Engineering Culture [https://blog.pragmaticengineer.com/pragmatic-engineer-test/]. I've talked with dozens of software developers about what they like and dislike about their…

The Drug Runners

The Tarahumara, of Mexico’s Sierra Madre mountains, are the world’s greatest ultramarathoners. But in recent years, their legendary endurance has been put to a sinister use—in service of the narcos.

How to Smoke Brisket on a Weber Grill

The secret lies in an old barbecue trick.

101 Of The Most Beautiful Hikes In Colorado - 303 Magazine

Hiking is one of the most popular outdoor activities in Colorado, and for good reason. Our great state…

Inside the Flour Company Supplying America’s Sudden Baking Obsession

How King Arthur Flour found itself in the unlikely crosshairs of a pandemic

Top 5000 Most Common Domain Prefix/Suffix List - Courtesy LeanDomainSearch…

What Is RabbitMQ? An Intro To The Message Queuing Tech

What is RabbitMQ? Find out in our introduction to the powerful Message Queue tech.