Who is going to win this war of predictions and on what cost? Let’s explore.
One of the tools I’m deeply interested but haven’t had many chances to explore is Apache Spark. Most of…
This procedure mostly follow Keras-TensorFlow-GPU-Windows-Installation with some tweaks to make it work with latest tensorflow version 1.6 and CUDA toolkit 9.0.
Data visualization uses algorithms to create images from data so humans can understand and respond to that data more effectively. Artificial intelligence…
It’s Time to Give Black Panther the (Visual)…
Today, we begin a new series of posts that we call NeuroNuggets. On February 15, right on time, we released the first version of the NeuroPlatform. So far it is still in alpha, and it will take a lot of time to implement everything that we have planned. But…
At 2Hz we’ve spent our last 1.5 years building a disruptive Noise Cancellation technology powered by Deep Neural Networks. And I must say it is a tough road.
In this article I’ll share with you the current state of the art for Noise…
This article documents my understanding of how to make sense of the errors obtained in various stages in training and validating a neural network model and how to use them to improve the model. I attempt to walk step by step through the various stages and what each error…
I purchased a Tmall Genie X1 — Alibaba’s flagship smart speaker — at the discounted price of US$15 during China’s November 11 “Singles Day” shopping festival. I was given order number 560,000-ish, and received the…
There has been a lot of talk about fears surrounding an increased reliance on technology. Still, as a society, we continue to push technology to new heights. From how we order food to…
Originally published on my blog: Naive Bayes Classifier
Let’s get back to the example from our Supervised Learning introduction where given a…
Recentemente precisei fazer um estudo de caso onde era necessário prever o índice de crimes em uma…
This article is based on the lectures imparted by Peter Richtárik in the Modern Optimization Methods for Big Data class, at the University of Edinburgh, in 2017. Thank you for such a great class.
CVPR 2011
Yunchao Gong and Svetlana Lazebnik
Department of Computer…
文書分類の手法としてナイーブベイズ (naive bayse classifier) が用いられることは多くあります。ナイーブベイズでは分類対象がどのようなモデルで生成されるかを仮定する必要があり、文書分類においては多項モデルを用いることが多いようです。
ここでふと他のモデルで文書分類を行なうことが出来ないのかということが気になりました。今回はlivedoor ニュースコーパスの記事をナイーブベイズによって分類し、多項モデルと正規分布モデルで性能がどれほど異なるかを確認しました。
Before Starting learning and trying keras , i explored the Tutorial Tensorflow for Poets , Following all steps until struggling with Android build “akp” , The tutorial was made without update , and you should build and compile the Model with…
Increasingly, the ability to infuse machine learning into your business is separating…
KIDZY example: I thought of explaining machine learning in the simplest way ever and in search of best simple example — I found — why not my BABY (a year old) can be an example and I found that it is one of the finest examples I have…
Can you be emotionally moved by machine translation? The answer is amazingly, yes! Seventeen years ago, when I first started studying AI and Natural Language Processing, machine…
I have been meaning to write about reinforcement learning for a while. After spending several months of researching how to do this, and after reading the research papers, I have come to the…
“Le tipiche, tradizionali, classiche…
This is meant to be a basic introduction to machine learning focused on a practical approach. For some in…
The Support Vector Machine (SVM) is a supervised learning algorithm which many believe is one of the best (or indeed the best ) [NGNotes].
From Wikipedia [SVMWiki] — The original SVM algorithm was invented by Vladimir N. Vapnik and Alexey Ya. Chervonenkis in 1963. In 1992…
I don’t think any radiologist would disagree that AI is coming whether we embrace or resist. We read about how it will completely replace us on an almost weekly basis (TLDR: It won’t…).
Bot Language that works : )
Artificial Intelligence can come across as a complex area. It can be. Just as a car can be…
Graphing data in real time
AI, Blockchain, Machine Learning and Deep Learning are just some of the latest buzzwords and tech terms being used on a daily…
The other day I gave a talk on “Bring AI into your Xamarin apps with Microsoft Cognitive Services”. This post covers the content I presented.
I came across a case study where we had to build insights on customers’ behavioral contextual and demographic data using the wealth of an acquired third party and first party data.
Nice piece here: https://www.technologyreview.com/s/610253/the-ganfather-the-man-whos-given-machines-the-gift-of-imagination/amp/
The International Community of Future Leaders (ICFL) is a US-based nonprofit whose mission is to nurture tomorrow’s leaders. We’re made up of educators and professionals from around the world who believe that…
As stated on the Amazon Web Services website, Amazon Rekognition is a service that enables you to add image analysis to your applications. With Rekognition, you can detect objects, scenes, and faces in images. Among the most important…
Ok, Let’s Imagine that one day we wake up and find out that all Tennis players, Car Salesmen or policemen have been kidnaped by “Aliens” because they have a shortage of these professions on their planet.Well…
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With the ubiquity of the terms Artificial Intelligence (AI) and Machine Learning (ML), many would be tempted to say that these approaches would be a real miracle solution to our security problems. These approaches tools, which, used…
Artificial intelligence is a big trend right now, especially machine learning. The amount of available data on the internet is growing everyday so it makes sense that we would want to analyze it…
Chi believes in telling it like it is. But humans and their fragile egos need to be handled with care…
Our referral program is starting. Every member that register on our web page (Register) will have an option…
AI is sure to disrupt the workforce as we know it. In fact, a recent McKinsey Global Institute…
Though this information is readily available on the internet, but either some steps were taken for granted or had to be known prior to the installation & setup. Thus, I decided to write down this article.
En av de senaste trenderna inom företagssfären är att integrera en allt högre grad av artificiell intelligens (AI) i företagets verksamhet. Enligt en färsk studie från Vanson Bourne så har redan mer än 80% av företag med omsättning på…
“Avoiding potholes is primary, however, if you spend all your time fixing potholes; you know, debugging the app, then you actually never get to build peak experiences. You never get to build a delightful moment — and it’s a moment.” — Kent White
