Link to the complete…
So you’ve spent weeks building a dataset and coding up a neural network. You’ve trained…
A contextual assistant that goes beyond simple FAQ-style interactions requires…
Learn logistic regression with TensorFlow and Keras in this article by Armando…
We know that a lot of machine learning models are based on Euclidean Distance between the two…
About three months ago, I participated in “Power Laws: Cold Start Energy Forecasting”, a competition…
Welcome to the series of W2HDS(What, When & How in Data Science). W2HDS comes with stories on…
When working with Machine Learning, one can quickly be overwhelmed with technicalities…
Now, what is this dimensionality reduction? Seems a bit complicated. But with the increasing…
Hello, as my first blog post of 2019, I will talk about my first project using Tensorflow estimators. Before I go more into what those are, let's talk about the project itself, which I worked alongside my dad on.
Machine learning is an application of artificial intelligence (AI) that provides systems the ability to…
(revisited)
Doğa Poyraz TAHAN
Department of Industrial Engineering MEF…
最近インスタグラムのデータで深層学習のプロジェクトをよくやってる。結果も学んだこともみんなに教えてみたい。前回、インスタグラムの画像分析についての記事を書いた、あのプロジェクトでもう訓練されたモデル（Imgnet）を利用した。この記…
Today, your neighborhood might have a few thousand devices all connecting to a mobile wireless network…
Views expressed by the author are his own and done in his personal capacity. These are no way representative and/or reflective of the organization he is associated with.
Background
Since the 1927 release of the classic silent film Metropolis, the concept of Artificial Intelligence (AI) has been heavily…
Lecture timeline | Links
A proposal for the development and training of an automated rhino identification system from limited camera trap data.
By Cooper OelrichsOf SIES
Elimination is the method EVERY softwares use to solve linear equations.
Elimination
linear equations
prerequisites:
Prerequisites
Artificial intelligence (A.I.) is a technological advance for humankind that has some people…
Very good read. Researchers and engineers should always have a health dose of skepticism when new technology emerges. Even the creator of deep learning networks (I can’t remember his name now.) even said he doesn’t think his algorithms are it. There just another small implementation in the quest of discovering general intelligence. My only…
The short time I have spent on Kaggle, I have realized ensembling (stacking models) is the best way to perform well.
For every beginner data science learner ,understanding confusion matrix is a big puzzle. For…
Department of Industrial Engineering MEF UniversityIstanbul / Turkey…
Algorithms that create so-called “art” are merely amalgamations of human knowledge. Or, another way to put it, as Jaron Lanier once said, “AI, more than anything else, is just a funding category for research.”
“Humans” who create the algorithms in question are the artists. The algorithm itself cannot be. Art is an expression…
I finally completed all assignments from week 1 today. I will move on to assignments from week 2.
Everyone is dealing with enormous amounts of data nowadays. Data includes a lot of things: call histories…
This post is intended for anyone getting started with machine learning, particularly artificial neural networks, or for those who have scoured the web as I have for a plain English, simple resource on how to access your computer’s GPU when running a python script.
I just finished up my first semester in the Duke MIDS program, and one of my favorite classes was…
“If you can’t explain it simply, you don’t understand it well enough." - Albert Einstein
This is very true unless we don’t understand enough we can’t explain it in simple way that’s why whenever I can’t explain something in simple way. I believe I haven’t understood it enough and it’s not the mistake of listener’s lack of…
The goal of every business is to reduce uncertainty and mitigate risk through the…
Random search is good: http://www.jmlr.org/papers/v13/bergstra12a.html
But this is better, provably: http://blog.dlib.net/2017/12/a-global-optimization-algorithm-worth.html
