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Friday, February 2, 2018

Getting Started with Android Development - Android Developer Resources

Android Developer Blog
https://android-developers.googleblog.com/

Android Development Glossary
https://developers.google.com/android/for-all/vocab-words/?hl=en

Here's a story how the Google I/O 2014 app was designed:
https://android-developers.googleblog.com/2014/08/material-design-in-2014-google-io-app.html

Android Developers on Google Plus
https://plus.google.com/+AndroidDevelopers

Follow Android Developers on Twitter
https://twitter.com/AndroidDev

Android Developers on Youtube
https://www.youtube.com/user/GoogleDevelopers


Popular blogs:
https://blog.stylingandroid.com/
https://chris.banes.me/
http://fragmentedpodcast.com/
https://plus.google.com/+KirillGrouchnikov

Tuesday, January 30, 2018

Softmax function 101 in minutes beginner tutorial

Code up your own softmax function in minutes.

Code your own softmax function in minutes for learning deep learning, neural networks, machine learning

Inspired by an Udacity slide, this tutorial shows you how softmax function works. It's no replacement of production grade highly optimized softmax function, but it gives you a good idea.



Monday, January 29, 2018

Wednesday, January 24, 2018

Udacity finally launches flying car nanodegree Jan 2018

Udacity would like to sell you your future dream job again in the form of a nanodegree, and this time it is called the Flying Car Nanodegree! Apply now to have a chance of getting in.

See information below link here


Finding outliers two standard deviations above mean machine learning notes 001

Finding outliers two standard deviations above mean machine learning notes silicon vanity uniqtech. There many ways to find outliers. Sometimes domain knowledge is important. One way is to consider any number two standard deviation above or two standard deviation below the mean as outliers.


It's by no means the most robust, but in practice, it may prove to be handy and easy to implement.

Free webhosting with Github in 5 minutes HD

Ever tried to put your code on Github? May be it is for a portfolio, may be it is for a conference. Either way, you can host your website for free on Github! No backend required. The drawback is that there's no database persistence, but the wonderful part is that it's free and fast. It is quite useful! Watch our 5 minute hosting a website on Github Youtube tutorial below.



Tuesday, January 23, 2018

Understanding Softmax Function 101



Softmax function is one of the most important output function used in Deep Learning, a hot popular branch of machine learning. Softmax turn a vector of numbers, called logits, into a probabilities that sum to one : 0.7+0.2+0.1 = 1. See the above image from Udacity's deep learning nanodegree. The formula takes each individual y value and take the special number e to the exponent of this y_i, also divide it by the sum of all e to the y_i exponents hence it sums to one!

First of all we have a vector of y_i, outputs of connected layers of neurons aka weights and features - dot product.

[1, 2, 3, 4]

sum_of_all_e_exp = e^1 + e^2 + e^3 + e^4
the first output is
p_0 =  e^1 / sum_of_all_e_exp


Getting Started with Android Development - Android Developer Resources

Android Developer Blog https://android-developers.googleblog.com/ Android Development Glossary https://developers.google.com/android/for...