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All Blog Posts Tagged 'MachineLearning' (20)

Machine Learning with C++ - Faster R-CNN with MXNet C++ Frontend

I published implementation of Faster R-CNN with MXNet C++ Frontend. You can use this implementation as comprehensive example of using MXNet C++ Frontend, it has custom data loader for MS Coco dataset, implements custom target proposal layer as a part of the project without modification MXNet library, contains code for errors checking (Missed in current C++ API), have Eigen and NDArray integration samples. Feel free to leave comments and proposes. The code is available on Github,…

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Added by Kyrylo Kolodiazhnyi on November 5, 2018 at 11:30pm — No Comments

How Lyft, Walmart, and Philips are using AI to transform their businesses

This article is a follow up to my previous one talking about the rise of Artificial Intelligence in an Enterprise. In this article, I will talk about how enterprises in Transportation, Retail and Healthcare are transforming themselves using AI.

Although I talk about specific enterprises here, the use cases are pretty generic and horizontal. The use…

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Added by Vimal N Suba on November 5, 2018 at 3:01pm — No Comments

The Rise of Artificial Intelligence in Enterprise

Depending on what news headline you have read, you may have perceived an Artificial Intelligence (AI) system as either an Alexa or Siri assistant that understands all your commands, a deep learning system that can recognize dog or a cat from image, a system that recommends personalized medicine, or an intelligent, overpowering machine that can overtake all human tasks and render humans useless. Few of these definitions can be termed as …

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Added by Vimal N Suba on October 17, 2018 at 2:53pm — No Comments

Harnessing Technology To Kill User Privacy

Privacy!! does it really exist in todays time, when technology allow to monitor even your personal movement in your dark bedroom through solid walls.

Privacy – What is it !!!

Lets race for DataIntelligence this is what is mantra for every company on planet today. Do we really have privacy any more. What all data and upto what extend getting collected more then 90% of us are not even aware.

Some sources from internet (reliable sources) claims…

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Added by Vinod Sharma on June 24, 2018 at 10:30pm — No Comments

Astonishing Hierarchy of Machine Learning Needs

Machine Learning is hottest subject of today’s time, DataScientist is the sexiest job of today but implementing these buzz words in real life business is most important need.

 

The Brief

Machine Learning is the hottest subject of today’s time, DataScientist is the sexiest job of today but implementing these buzz words in real life business is most important need. The real need for today’s time and business is to clarify,…

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Added by Vinod Sharma on May 20, 2018 at 9:00am — No Comments

Demystifying AI, Machine Learning and Deep Learning

Demystifying key buzzwords like Artificial intelligence, machine learning, artificial neural networks and deep learning is simple and complex task at the same time.

Lets Undertand a Bit

Let us attempt to melt down the thick confusion of how all-encompassing terms like artificial intelligence, machine learning, and deep learning speaks to each other. Machine learning, Blockchain and…

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Added by Vinod Sharma on May 16, 2018 at 12:00am — No Comments

Machine Learning and Its Algorithms to Know – MLAlgos

Describing and picturing MLAlgos and Machine Learning is the main idea of this post. I will attempt to answer few basic questions as well. Though these questions have been answered many a times in the past and are widely available. Answering them again here from my very own experience on the ground may makes the difference though rather then simply answering from phd or scholar books material prospective.…

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Added by Vinod Sharma on May 10, 2018 at 10:30pm — No Comments

An Executive Primer to Deep Learning

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Added by Pradeep Menon on February 20, 2018 at 4:30pm — No Comments

Top Trends in AI in 2018

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Added by Pradeep Menon on February 19, 2018 at 10:00pm — 1 Comment

Image Processing and Neural Networks Intuition: Part 2

In a previous post I talked about how to preprocess and explore image dataset. In this post, I will talk about how to model image data with neural networks having a single neuron, using sigmoid function. Original version of this blog can be found here. This is equivalent to logistic…

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Added by Jobil Louis on January 20, 2018 at 5:00pm — No Comments

Data Science Simplified Part 2: Key Concepts of Statistical Learning

In the first article of this series, I had touched upon key concepts and processes of Data Science. In this article, I will dive in a bit deeper. First, I will define what is Statistical learning. Then, we will dive into key concepts in Statistical learning. Believe me; it is simple.

As per …

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Added by Pradeep Menon on August 6, 2017 at 5:30am — 2 Comments

Data Science Simplified Part 1: Principles and Process

In 2006, Clive Humbly, UK Mathematician, and architect of Tesco’s Clubcard coined the phrase “Data is the new oil. He said the following:

”…

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Added by Pradeep Menon on August 5, 2017 at 2:10am — 5 Comments

Architectural Primer: Conversation as a Platform (CAAP) on Azure

According to Mckinsey report, Artificial Intelligence (AI) is poised to unleash digital disruption and companies needs to start preparing…

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Added by Pradeep Menon on August 1, 2017 at 5:00am — No Comments

Deep Learning in Action (the less-math-more-apps version)

On Tuesday at Hochschule München, Fakultät für Informatik and Mathematik I again gave a guest lecture on Deep Learning (RPubs, github, pdf). This time, it was more about applications than…
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Added by Sigrid Keydana on March 25, 2017 at 7:52am — No Comments

Deep Learning in Action

Last year before Christmas at Hochschule München, Fakultät für Informatik and Mathematik I presented about Deep Learning (nbviewer, github, pdf).

Mainly concepts (what's…

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Added by Sigrid Keydana on January 2, 2017 at 2:00am — 1 Comment

Urban Sound Classification using Neural Network

We all got exposed to different sounds every day. Like, the sound of car horns, siren and music etc. How about teaching computer to classify such sounds automatically into categories!

In this blog post, we will learn techniques to classify urban sounds into categories using machine learning. Earlier blog posts covered classification…

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Added by Aqib Saeed on September 6, 2016 at 12:25am — No Comments

Independent Analytics Vendor (IAV) – a new vendor category?

ISVs are commonplace in software and technology business. Per Wikipedia, an independent software vendor (ISV) is an organization specializing in making software, designed for mass or niche markets. This is in contrast to software developed for in-house use only within an organization or software designed or adapted for a single, specific…

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Added by PG Madhavan on March 8, 2016 at 11:30am — No Comments

Machine Learning at Scale with Spark

In my last post, I covered setting up the basic tools to start doing machine learning (Python, NumPy, Matplotlib and Scikit-Learn).  Now, you are probably wondering how to do this on a very large scale, involving terabytes (may be even petabytes) of data and across several server nodes.  

The best answer is Apache …

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Added by Somnath Banerjee on July 9, 2015 at 8:30am — 4 Comments

Big Data A to ZZ – A Glossary of my Favorite Data Science Things

Here are some of my favorite things about big data and data science, from A to Z (actually, ZZ):

A – Association rule mining

B – Bayes belief networks

C – Characterization

D –…

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Added by Kirk Borne on March 16, 2014 at 4:00pm — 2 Comments

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