Neural Networks: The Backpropagation algorithm in a picture
Here I present the backpropagation algorithm for a continuous target variable and no activation function in hidden layer: although simpler than the one used for the logis...
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US GDP Shiny App
Contributed by Aiko Liu. He enrolled in the NYC Data Science Academy 12-week full time Data Science Bootcamp program taking place between July 5th to September 23rd, 20...
Student Loans: a Subprime Time-bomb for the US Government?
Contributed by Spencer James Stebbins. He takes the NYC Data Science Academy 12 week full time Data Science Bootcamp program from July 5th to September 22nd, 2016. T...
Building up a simple facial feature analysis platform using Shiny and Microsoft Oxford API
Contributed by Shuye Han. He takes the NYC Data Science Academy 12 week full time Data Science Bootcamp program from July 5th to September 22nd, 2016. This post is b...
Visualizing the relationship between infant mortality rates & resource availability
Contributed by Sharan Duggal. You can find the original article here. Introduction We know that war and civil unrest account for a significant proportion of deaths ever...
Book: Machine Learning Algorithms From Scratch
Discover How to Code Machine Algorithms From First Principles With Pure Python and Use them on Real-World Datasets $37 USD You must understand algorithms to get good at m...
Women In Machine Learning and Artificial Intelligence
This is a YouTube link to a PBS (Nova) documentary on IBM Watson: The smartest machine ever build – The first time I watched this, I thought ‘hey somethin...
BYOD and Its Impact on Data Security
Every organization wants to be seen as progressive and tech-savvy, but many are concerned about the cost of modernization. For example, BYOD is currently a big craze, but...
R for SQListas (1): Welcome to the Tidyverse
R for SQListas, what’s that about? This is the 2-part blog version of a talk I’ve given at DOAG Conference this week. I’ve also uploaded the slides (no ...
Everything you need to Know about Scaling MySQL
E-Commerce has been on the rise with more and more businesses taking to online platforms to reach out to their clientele. Consequently, there has been a significant incre...