Object detection is a branch of computer vision, in which visually observable objects that are in images of videos can be detected, localized, and recognized by computers. An image is a single…
Deep learning has a growing history of successes, but heavy algorithms running on large graphical…
The data set that we are going to analyze in this post is a result of a chemical analysis of wines grown in a particular region in Italy but derived from three different cultivars. The analysis determined the quantities of 13 constituents found in each of the three types of…
BigQuery ML is a way of doing machine learning directly in the petabyte-scale…
What is a latent variable ? Why do we need them ? How do we use it ?
With Google BigQuery ML you can now predict your Google Cloud spend in just a few minutes and without leaving your BigQuery Console UI.
Henüz daha “Büyük veri nedir, veri madenciliği nedir ne işe yarar”ı yeni yeni sindirirken bir de karşınıza süreç…
These are the steps to install XGBoost on Ubuntu GPU system.
First, check the CUDA version in your system using the following command.
nvcc --version
by Matthias Bauer (PhD student at Max Planck Institute for Intelligent Systems and University of Cambridge) and Thomas Kipf (PhD student at University of Amsterdam)
Learnings and Opportunities
In most cases, Deep Learning (DL) is really just an application of statistical methods to suss out patterns in data using neural network architecture with several layers.
What is Colaboratory ?Colaboratory is a…
This is part of the “Machine Learning” series on…
Mission: We started out little community of AISaturdays in Bangalore to bring together like-minded people to help each one teach one.
We have begun our journey and the response has been encouraging. The community is…
By Henry LiebermanMIT Computer Science and Artificial Intelligence Lab (CSAIL)
Machine learning often seems like magic — and it is.
Over the summer I have been working on improving the Computer Vision capabilities…
source: Richard Gall https://hub.packtpub.com/thanks-deepcode-ai-can-help-you-write-cleaner-code/
Let’s take this Quiz and try to answer:
Sometimes you find yourself in a position where your company has a lot of data lying around in files, most prominently table data in the form of CSV spreadsheets and you want to do more with it…
Editor’s Note: When the interns started to reach out to industry professionals to be their project mentors, coincidentally, two of them emailed the same person — Caleb Fenton, asking for help with resources to incorporate Machine Learning into…
While computer vision is evolving we still have some obstacles to overcome. When it comes to an object detection algorithm based on the data that you input in the training, you can train a…
By Manjeet Singh, Senior Product Manager, ServiceNow
In this post I will mention several papers related to backdoor attack on machine learning systems. Backdoor attack is aiming at creating backdoors in machine learning systems while preserving its overall performance. For example, in a…
This is a ICLR 2015 published paper titled Striving for Simplicity: The All Convolutional Net by Jost Tobias et. al. Interesting reading this paper in 2018 after all the other advances in CNN architecture. I…
This book, by Peter Dayan and LF Abbott, is an exciting exploration of brains and their components. Basic differential equations, probability and statistics, and…
As most people know, linear models (linear regressions, logistic (logit) regressions and maybe even probit and tobit models) are widely used for a first insightful look into your data set. They have the…
I remember you wrote an article on FeatureSelector, a class you made and hosted on github. Does FeatureTools include functionality of that as well?
FeatureSelector
Also what can a data-scientist focus if algo-selection,tuning and feature engineering is done by software? Can you elaborate some areas where you see more focus is required by…
DM challenges DengAI: Curse of dimensionality, Handling missing values, tuning hyper parameters (using grid search), outlier detection
Knowledge Discovery (KDD) Process:
This is a post about poisoning attack on machine learning systems for myself to review in future if needed. Poisoning attack is aiming at increasing the loss over the entire training set instead of the loss over one specific training data( which is referred as…
James Coupe, the winner of the Surveillance Studies Network’s inaugural Arts Fund Prize, shares his reflections on his award-winning work: Watchtower: A Machine for Living. (This interview was…
Background
Why do humans need Robots?
The software industry is becoming obsessed with artificial intelligence. It is spreading into every new product and service that is released. AI products are especially…
This is to continue the discussion with last story. As a retrospection, we talked basic PCA concepts which is used in dimensionality reduction in last story.
Here we got several questions regarding the usage of PCA. (not about the implementation of PCA or the…
For almost a month now, I have been working with my team on developing machine learning algorithms for busting fake news on…
Back in the time when I learnt swimming, nobody used fancy life jackets that…
Attacking the security of Deep Learning systems is quite the “in” thing these days. After all, the headlines are…
Data brings promises for businesses and organizations. However, driving value with data…
There are a lot of ICO’s and blockchain projects that all appear to have brilliant ideas when it comes to technological advances within the crypto/blockchain industry, but how many of these projects have actual real world uses, how many are actually…
In Primo Levi’s celebrated short story collection The Periodic Table, the story titled…
How we apply Artificial Intelligence (AI) and Optimization in vending machines
Back in February 2018 we released version 1.0 of our Witan SEND model. Our aim was to help local authorities (LAs) get a…
How Data Scientist in MYOB are transforming online search.
Hi, my name is Aamir Mirza, a Data Scientist and (Artificial intelligence) AI researcher working at MYOB Australia. In this blog post my focus is to highlight some of the efforts being made to take…
Pattern Recognition and Machine Learning — Faculty of Sciences — Computer Science degree —…
“ ¡No olvidéis un instante, que es quedarse atrás no ir adelante !”-Ramón de Campoamor
Ya hemos visto la teoría necesaria para poder empezar a programar, hemos leído el manual de…
India is celebrating its 72nd Independence Day and so are we! It’s day to celebrate our past, enjoy the present and be optimistic about the future.
Last week saw the return of Google Cloud Next, the Mountain View company’s annual event…
Machine Learning is becoming not just a standard tool in the industry, but a fundamental part of the value delivered by modern software products. But different than standard software development, the development of machine…
I’m the founder of Posh Firm (a Software Development and MEP services start-up) and System Engineer at Nimbles…
Hi, how would I deploy to use it with my php mysql application?
I’m building eLearning site and need to deploy recommender.
When all matters and energy in world governed by physical laws were replaced with words what law would apply and what we call this person who is applying or experimenting…
Machine Learning (ML) and Artificial Intelligence (AI) are 2018’s buzzwords, but what is Machine Learning, how does it differ from Artificial Intelligence and why does it matter? At its most basic, both ML and AI are about computers…
It is not as difficult to understand as you would think
Artificial Intelligence, Machine Learning, and Deep Learning are just some of the technologies that today are driving the expansion of what Klaus…
機器學習中的演算法學習從迴歸 (Regression) 開始。Regression是分析連續型變數的監督式學習方法，同時符合機器學習的三個主要定義：
In this episode of the #StartupShow Cédric takes us to Israel to find out firsthand all about the latest solutions in the Ad Tech world! In this interesting interview with James Oppenheim, CEO & co-founder at…
It’s no secret that the big cyber security trade shows are filled with ingenuity and spirited presenters/marketers. Black Hat USA, one of the world’s largest information security events, was no exception.
Author: Vinayak Joglekar, Co-Founder & CTO, Synerzip.
Reference related infographic.
Historically, technology has always created new jobs by automating repetitive and mundane work with predictable…
Although it can be intimidating to a novice computer engineer, learning to master machine learning with Python can prove to be an invaluable skill for any developer, programmer, or coder. Here are four tips to get you started as you…
