Matt McCauley

36 Flips | 3 Magazines | 15 Likes | 7 Followers | @MattMcCaule2016 | Keep up with Matt McCauley on Flipboard, a place to see the stories, photos, and updates that matter to you. Flipboard creates a personalized magazine full of everything, from world news to life’s great moments. Download Flipboard for free and search for “Matt McCauley”

Why Automated Feature Engineering Will Change the Way You Do Machine Learning

Automated feature engineering will save you time, build better predictive models, create meaningful features, and prevent data leakage.

Machine Learning

Data Preprocessing With Python

“Data! Data! Data!” he cried impatiently. “I can’t make bricks without clay.”<p>Machine Learning is the hottest thing of this world. Everybody start …

Python Tricks 101🐍

Python tips which are relatively uncommon and are very useful.<p>Talk is cheap show me the code<p>Swapping values<p><b>Create a single string from all the</b> …

Python Programming

Rules of Machine Learning: | ML Universal Guides

Best Practices for ML Engineering<p><i>Martin Zinkevich</i><p>This document is intended to help those with a basic knowledge of machine learning get the benefit …

Python Outlier Detection (PyOD)

PyOD is a comprehensive <b>Python toolkit</b> to <b>identify outlying objects</b> in multivariate data with both unsupervised and supervised approaches. This …

Choosing the Right Machine Learning Algorithm

Machine learning is part art and part science. When you look at machine learning algorithms, there is no one solution or one approach that fits all. …

Machine learning predicts World Cup winner

The 2018 soccer World Cup kicks off in Russia on Thursday and is likely to be one of the most widely viewed sporting events in history, more popular …

Introducing pydbgen: A random dataframe/database table generator

Introducing pydbgen which is a lightweight, pure-python library to generate random useful entries (e.g. name, address, credit card number, date, …

Machine Learning

Data science notebooks get real: JupyterLab releases to users

Jupyter notebooks break out of their "show and tell" role into something more suitable to data engineers. Can JupyterLab turn notebooks into an …

An Introduction to PyTorch - A Simple yet Powerful Deep Learning Library

Deep Learning

Turning Design Mockups Into Code With Deep Learning

Within three years deep learning will change front-end development. It will increase prototyping speed and lower the barrier for building …

Ky. lawmaker accused of assault dies in apparent suicide

FRANKFORT, Ky. (AP) — Dan Johnson, a Republican state lawmaker in Kentucky who defiantly denied allegations that he sexually assaulted a teenage girl …

'The Martian' author Andy Weir solved moon economics to make his new book 'Artemis' believable

<i><br>Editor's note: "Artemis" is the second sci-fi novel written by Andy Weir, author of the blockbuster sci-fi novel "The Martian." The new book goes on sale Tuesday.</i><i>Just as Weir accomplished with "The Martian," he strived for a high level of scientific realism with "Artemis."</i><p><i>But his new story is not a</i> …

New Theory Cracks Open the Black Box of Deep Neural Networks

Even as machines known as “deep neural networks” have learned to converse, drive cars, beat video games and Go champions, dream, paint pictures and …

Easy, No-Fail Italian Gnocchi

This shockingly simple Italian potato gnocchi recipe uses a surprising shortcut (instant potato flakes) to avoid the problems of getting the …

Google is sharing its management tools with the world

Speaking at his alma mater in January, Sundar Pichai, Google’s low-profile CEO, revealed his key to effective management: “Let others succeed.”<p>Enacting Pichai’s advice is easier said than done. But Google is sharing some tools that might help. Its Re:Work blog is offering a series of instructive …

The Three-Step Process That’s Kept 3M Innovative For Decades

One 3M scientist explains how the approach his team used to develop a nasal antiseptic for hospitals is an organizational lesson every business should learn.<p>The hardest part of my job is trying to find a problem worth solving. And around a decade ago, we found a huge one: up to 160,000–300,000 …

Jupyter Notebook Viewer

The problem domain¶<p>For the purposes of this exercise, let's pretend we're working for a startup that just got funded to create a smartphone app that …

Over 150 of the Best Machine Learning, NLP, and Python Tutorials I’ve Found

<i>If you like this article, check out another by Robbie:</i> <i><br>The AI Entrepreneur’s Moral Dilemma</i><p>While <b>machine learning</b> has a rich history dating back to …

Implementing Decision Trees using Scikit-Learn – Becoming Human: Artificial Intelligence Magazine

What is Scikit-Learn?<p>Scikit-Learn is a popular library for Machine Learning in python programming language. If you want to test your knowledge with …

Introduction to web scraping with Python - Data, what now?

Data is the core of predictive modeling, visualization, and analytics. Unfortunately, the needed data is not always readily available to the user, it …

Your Data Science News Source for AI & Beyond

Accelerate AI View all<p>9 Reasons Why You Should Go To a Career Fair<p>Tech companies have been known to ask… interesting…questions during interviews, …

Harvard Business School

Index of Best AI/Machine Learning Resources

Artificial Intelligence/Machine Learning field is getting a lot of attention right now, and knowing where to start can be a little difficult.<p>I’ve …

Top 3 machine learning libraries for Python

You don't have to be a data scientist to be fascinated by the world of machine learning, but a few travel guides might help you navigate the vast …

Machine Learning

Fueling the Gold Rush: The Greatest Public Datasets for AI

It has never been easier to build AI or machine learning-based systems than it is today. The ubiquity of cutting edge open-source tools such as …

Machine Learning

5 Machine Learning Projects You Can No Longer Overlook

5 Machine Learning Projects You Can No Longer Overlook

25 Quotes From a Famous Buddhist Master That Will Make You Reconsider What's Important in Life

Ever heard of Thich Nhat Hanh? If not, he is one of the most famous Buddhist masters living today.<p>Coming from Vietnam, he has inspired countless …

This Song by Imogen Heap Is Scientifically Designed to Make Your Baby Smile

There’s a lot of bubbly, cheery music geared toward babies out there, but this melody was composed using the power of science.<p>The song, written and …

University of London

Amazon Found The Perfect Way To Get Kids Hooked On STEM

The e-retailer launched a STEM toy subscription service for kids.<p>Amazon’s latest subscription will make some kids <i>very</i> happy.<p>The giant e-retailer revealed its latest subscription service called STEM Club, a monthly delivery of high-quality STEM toy for kids between the ages of 3 and 13 years …

Kids