Make Pandas 3 Times Faster with PyPolars

Learn how to speed up your Pandas workflow using the PyPolars library.

One simple way to build someone’s confidence: Ask for their advice

When we want people to change, we typically tell them what to do. But what if we flipped the script and asked them for their wisdom instead? Behavioral scientist Katy Milkman PhD explains the power…

Is Gerrymandering About to Become More Difficult?

A new approach in the way the Census aggregates its data could make it more difficult to do extreme gerrymandering, says Moon Duchin.

numerical-linear-algebra/README.md at master · fastai/numerical-linear-alge

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course - fastai/numerical-linear-algebra

What Robots Can—and Can’t—Do for the Old and Lonely

For elderly Americans, social isolation is especially perilous. Will machine companions fill the void?

Five Phrases That Make People Discount What You’re Saying

These common expressions can cause listeners to think twice.

America Loves Gas Station Snacks. Here Are Some of the Finest by Region

From Buc-ee’s Beaver Nuggets to 7-Eleven Spam musubi

The Death of Hahnemann Hospital

When a private-equity firm bought a Philadelphia institution, the most vulnerable patients bore the cost.

The American West's sagebrush sea is rapidly vanishing

Once considered a rangeland weed, this plant is the cornerstone of America’s desert ecosystems

Eternally five years away? No, batteries are improving under your nose

Under the hood, lithium-ion batteries have gotten better in the last decade.

Spaghetti With Fried Eggs Recipe

Here's a quick and delicious pasta dish to make when you have little time, and even less food in the house All you need is a box of spaghetti, four eggs, olive oil and garlic (Parmesan is a delicious, but optional, addition).

Drunk Post: Things I've Learned as a Sr Engineer | Hacker News

Collection Highlights

National Gallery of Art

Interpreting Scattertext: a seductive tool for plotting text

Scroll down to see how to interpret a plot created by a great tool for comparing two classes and their corpora.

Metric-Based (Ratings-based) Conjoint Analysis

In marketing analytics, conjoint analysis is a technique used to gain specific insights about consumers’ preferences. Often derived from consumer surveys, conjoint analysis can tell us, for instance…

Folk Festival a success, but students in short supply

The four kinds of documentation, and why you need to understand what they a

The Cost of Cloud, a Trillion Dollar Paradox | Andreessen Horowitz

The pressure the cloud puts on margins can start to outweigh the benefits you scale and growth slows. Understand how much market cap is being suppressed by the cloud to help inform the decision-making framework on managing infrastructure as companies scale.

The Truth about Lying - JSTOR Daily

You can’t spot a liar just by looking, but psychologists are zeroing in on methods that might actually work.

Andy Weir’s Project Hail Mary and the soft, squishy science of language

A deep dive into xenolinguistics, pragmatics, the cooperative principle, and Noam Chomsky!

As Chips Shrink, Rowhammer Attacks Get Harder to Stop

A full fix for the “Half-Double” technique will require rethinking how memory semiconductors are designed.

How SoundScan Changed Everything We Knew About Popular Music

Thirty years ago, Billboard changed the way it tabulated its charts, turning the industry on its head and making room for genres once considered afterthoughts to explode in the national consciousness

The Joy of Writing a Recommendation

5 tips on putting together a recommendation to help a young adult

Inside Youth Baseball's Most Notorious Dad-On-Dad Rivalry

On the Long Island Inferno, two fathers, both with complicated pasts took it all too far. Neither man was ever the same.

Boxes, trucks and bikes

Should we still be talking about online and offline retail, or about trucks versus boxes versus bikes?

7 Ghost Stations of Paris Metro and How to Get Into Illegaly - Urbex Tour

Paris subways has long and interesting story. Illegal exploration of tunnels can show the power of the underground world of France.

Why do you feel lonely? Neuroscience is starting to find answers.

A neuroscientist’s hunt for loneliness could help us better understand the costs of social isolation.

Introduction to Object Detection Model Evaluation

Evaluating object detection models is not straightforward because each image can have many objects and each object can belong to different classes. This means that we need to measure if the model…

10 Must Read ML Blog Posts

A collection of high-impact machine learning blog posts.

The Unreasonable Effectiveness of Recurrent Neural Networks

Musings of a Computer Scientist.

http://www.wildml.com/2015/11/understanding-convolutional-neural-networks-for-nlp/

Language Models

natural language processing, nlp, machine learning, computer science

https://ruder.io/optimizing-gradient-descent/

Understanding LSTM Networks -- colah's blog

Deep Learning: Our Miraculous Year 1990-1991

In 2020-21, we celebrate that many of the basic ideas behind the Deep Learning Revolution were published three decades ago within fewer than 12 months in our "Annus Mirabilis" 1990-91

An Overview Of Deep Learning

Attention and Memory in Deep Learning and NLP – WildML

The Illustrated Transformer – Jay Alammar – Visualizing machine learning on

Discussions: Hacker News (65 points, 4 comments), Reddit r/MachineLearning (29 points, 3 comments) Translations: Arabic, Chinese (Simplified) 1, Chinese (Simplified) 2, French 1, French 2, Italian, Japanese, Korean, Persian, Russian, Spanish 1, Spanish 2, Vietnamese Watch: MIT’s…

1nm Breakthrough: TSMC, MIT and NTU Published on Nature

Elliptic Curve Cryptography Explained

Fang-Pen Lin's blog about programming

Surviving an In-Flight Anomaly: What Happened on Ingenuity’s Sixth Flight -

On the 91st Martian day, or sol, of NASA’s Mars 2020 Perseverance rover mission, the Ingenuity Mars Helicopter performed its sixth flight. The flight was designed to expand the flight envelope and demonstrate aerial-imaging capabilities by taking stereo images of a region of…

GitHub Awesome: Browse Every Awesome List on GitHub

BI without the BS

Dask DataFrames — How to Run Pandas in Parallel With Ease

Are you a Data Scientist experienced with Pandas? Then you know its pain points. There's an easy solution - Dask - which enables you to run Pandas computations in parallel.

art - Google Search

NeurIPS 2021 Announcement: The Billion-Scale Approximate Nearest Neighbor Search Challenge

We are excited to announce that this year’s NeurIPS 2021 Conference will host a first-of-its-kind competition in large scale approximate…

Understanding *args and **kwargs in Python

If you are a beginning Python programmer, you might come across function declarations with parameters that look like this: The * and the ** operators above allow you to pass in variable number of…

Saving/Retrieving Data With a YAML file in Ruby: The Basics | by Kristen Fl

Writing and reading yaml files can be very simple. Here are a few examples.

15 Advanced CSS Techniques To Master In 2021

CSS is used to describe how HTML elements should be presented on the web page. CSS can not only...

How to Quietly Get People’s Attention in a Noisy World

Being a calming influence when things go south is a seriously attractive quality

Quantra — a Python coding platform to learn quantitative finance

To be honest, the title of the article does quite a good job in describing what Quantra actually is. It’s a platform that helps potential students with their journey of learning about quantitative…