I’m a huge fan of autoencoders. They have a ton of uses. They can be used for dimensionality reduction like I show here, they can be used for image denoising like I show in this…
I experimented with training a custom object detector using TensorFlow’s object detection…
When we come across any model (i.e. linear regression, logistic regression, decision tree, or neural network), in data science, they can only take in numeric inputs…
In the first part of this post, we studied the Stochastic Gradient Descent optimizer and discussed five problems that could hamper training of Deep Learning models:
1- Local minima,
This post will guide you through the basics of ensemble methods in Machine…
Machine Learning is modern trend and prospective direction in IT-technologies. And some days ago I started to learn it too, trying to make my PC thinking :).
This post is a quick follow up on (follow the link to revisit it)part1 of the experiment where I am trying to predict natural disasters using satellite images from NASA earth observatory.
Varias personas me han pedido que les recomiende un máster para dedicarse a esto del Data Science… y el caso es que no hay un anillo para todos los dedos. Lo cierto es que la era de los datos en la que…
Requisite background: high school level programming and calculus. Explanation of backprop is included, skim it if you know it.
If you could predict the likelihood of a game playing out in a particular way, what…
In the previous post, I gave an intuitive view of the workings of reinforcement learning, and…
Volume 07 — Issue 02, March 2018
At this point I’m sure almost everyone has heard of cryptocurrency, whether it be over hearing…
Discussing Azure, blockchains and… machine learning rap
Salo is well known — in Finland — as a town hard hit by globalisation — Nokia left…
Note :- Audience for this post should have basic understanding of classification and if not then don’t worry !
Lets first start with a simple definition of what we mean when we say performance measurement of models , in simple words it is how…
In some cases, IDS / IPS Systems may classify an event correctly or falsely. Classified events are evaluated in…
Carlos, seen from the perspective of a player in a finite game. Good algorithms are infinitely viral and AI will have no ultimate agenda but the collective utility of open information management and an instantaneous calculation of sacrifice or investment. A damn good tool for damn near ANY problem.
I was hearing and reading all these buzzwords recently and wanted to figure out what is the difference between all these three terms. And probably you are also having the same dilemma right now. With…
Summary: GE Digital 在 starta 的talk 。裡面沒有講很多 ML Concept ，但是明確描述著 Industrial machine learning 和 consumer machine learning 的不同，主要是預測結果錯誤的後果嚴重程度不同，以及 industrial machine learning 其實是 physical model 跟 data driven model 的組合。時間只有 18 min , 裡面講目前…
The best school districts in New York have a name.
The name’s Extremus Distributus.
У компании Microsoft есть своё венчурное подразделение — корпоративный венчурный фонд Microsoft Ventures (MV). MV инвестирует в стартапы на раундах от A до D. Ключевые локации — Кремниевая долина, Нью Йорк, Сиэтл, Лондон и…
Use of Machine Learning (ML) is a hot topic in cybersecurity, one which will undoubtedly shape the industry for years to come. To see evidence of this we’d have to look no further than the booths at this most recent…
