Jay Feng

29 Flips | 7 Magazines | 33 Likes | 17 Following | 7 Followers | @jayfeng102 | Keep up with Jay Feng 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 “Jay Feng”

How to Tell If Machine Learning Can Solve Your Business Problem

“AI,” “big data,” and “machine learning” are all trending buzzwords, and you might be curious about how they apply to your domain. You might even have startups beating down your door, pitching you their new “AI-powered” product. So how can you know which problems in your business are amenable to …

Learning the shell.

Why Bother?<p>Why do you need to learn the command line anyway? Well, let me tell you a story. A few years ago we had a problem where I used to work. …

Linux

40 Interview Questions asked at Startups in Machine Learning / Data Science

Introduction<p>Careful! These question can make you think THRICE!<p>Machine learning and data science are being looked as the drivers of the next …

How Information Security, Advanced Analytics, & Machine Learning Fit Together

The security threat landscape continues to evolve not just in scale, but, more importantly, in sophistication. Despite a range of advancements in the …

Machine Learning

The Uses And Misuses Of 'Big Data': A Conversation

The organizational theorist Geoffrey Moore once argued that “without big data, you are blind and deaf and in the middle of a freeway.” But without human intelligence, all the data and machine learning in the world won’t set you free. Moore’s freeway analogy is in fact more apt than he knew.<p>In 2011, …

Machine Learning

Data Storytelling: The Essential Data Science Skill Everyone Needs

Once your business has started collecting and combining all kinds of data, the next elusive step is to extract value from it. Your data may hold tremendous amounts of <i>potential</i> <i>value</i>, but not an ounce of value can be created unless insights are uncovered and translated into actions or business …

Data Visualization

A Raspberry Pi Christmas Coding Adventure!

Dieter, Pierre-Henri and Gleb gets Raspberry Pi computers for Christmas, and embarks on a <i>Coding Adventure!</i><p>This document gives you everything you need …

Forget big data – it's time for big algorithms to change the world

It's no good just having data – it's what you do with it that counts. In five years, one million new devices will come online every hour, creating …

Big Data

Machine Learning 10-601: Lectures

This is a tentative schedule and is subject to change.<br>Please note that Youtube takes some time to process videos before they become …

Machine Learning

8 Tips for Dealing With Stress and Overwhelm

In today's modern world, distractions are growing, busy-ness is increasing, stress is climbing and people are feeling more overwhelmed than ever before. Information overload, the rapid rate of change and increased role expectations are all contributors. These trends are unlikely to slow down so …

This Is The ONLY Way You Should Be Frying Your Eggs

Your breakfast won't know what hit it.<p>Just when you thought eggs couldn't be any more incredible or edible, a video emerges forth from the Internet ready to scramble your whole belief system.<p>And as if to vouch for its significance, the video below was posted to Instagram by not one celebrity chef, …

Eggs

Beginners Guide: Apache Spark Machine Learning with Large Data

<b>By Dmitry Petrov, FullStackML</b>.<p>What if you want to create a machine learning model but realized that your input dataset doesn't fit your computer …

How Machines Learn (And You Win)

“Machine learning.” You’ve heard the term, and you probably nod in agreement when someone tells you how important it is. But secretly you may not be sure what it is or how it works. Ask your data scientists to explain, and you may get lost in a sea of specialist talk about forks, leaf nodes, split …

A vim Tutorial and Primer

The problem with learning Vim is not that it’s hard to do—it’s that you have to keep doing it. This guide attempts to break that cycle, so that you …

Linux

Jupyter Notebook Viewer

Introduction to Data Analysis with Python<p>Dr. Thomas Wiecki<p>Lead Data Scientist<p>Introduction to Data Analysis with Python<p>The Path of the PyData Ninja<p>Dr. …

Hedge Funds

A Complete Tutorial on Tree Based Modeling from Scratch (in R Python)

Introduction<p>Tree based learning algorithms are considered to be one of the best and mostly used supervised learning methods. Tree based methods …

1 Data representation and interaction — Statistics in Python

Statistics in Python<p>Warning<p><b>Superseeded materials</b><p>The materials in this tutorial is superseeded and the reader should refer to the corresponding …

Data Science

Python

A curated list of awesome machine learning frameworks, libraries and software (by language). Inspired by awesome-php. Other awesome lists can be …

Machine Learning

Crushed it! Landing a data science job

Data science interviews are <i>the</i> <i>worst</i> because data science is interdisciplinary: code for “you have to know everything about all the disciplines.” …

Employment

Python Training | Python For Data Science | Learn Python

<b>Journey from a Python noob to a Kaggler on Python</b><p>So, you want to become a data scientist or may be you are already one and want to expand your tool …

Python Programming

Why I use VIM

<i>(March 2012)</i><p><b>For the TL;DR crowd:</b> VIM is a great editor - and only programmable editors can truly be called "great". See how I edit C or C++ with VIM, …

Programming

Tutorial To Implement k-Nearest Neighbors in Python From Scratch

By onSeptember 12, 2014 in Algorithms From Scratch<p>The k-Nearest Neighbors algorithm (or kNN for short) is an easy algorithm to understand and to …

14 Free (as in beer) Data Mining Books

I was doing some research on an algorithm this morning and came across a new book that I wasn’t aware of. That prompted me to look for more. The list …

Data Science

Large-Scale Machine Learning with Apache Spark

Spark is a new cluster computing engine that is rapidly gaining popularity — with over 150 contributors in the past year, it is one of the most active open source projects in big data, surpassing even Hadoop MapReduce. Spark was designed to both make traditional MapReduce programming easier and to …

A Primer on Deep Learning

The content in this presentation is aimed at data scientists who might have heard a little about deep learning and are interested in a bit more …

酷炫动图(三):数学篇