.

All Blog Posts Tagged 'dsc_ml' (80)

No ML algorithms cheat sheet, please

What is a Cheat Sheet ?

Continue

Added by Venkat Raman on June 8, 2020 at 11:30pm — 1 Comment

Targeting Hate Speech

Summary:  Objectively identifying hateful or abusive speech on social media platforms would allow those platforms to better control it.  However to be objective and without bias that identification would have to be independent of the author especially where elected officials are involved.

 

What could be more…

Continue

Added by William Vorhies on June 8, 2020 at 2:25pm — No Comments

Reinforcement Learning (Q-learning) - An Introduction (Part 1)

Have you heard about AI learning to play computer games on their own and giving tough competitions to expert Human gamers?

A very popular example being Deepmind whose AlphaGo program defeated the South Korean Go world champion in 2016. Other than this there are other AI agents developed with the intent of playing Atari games like…

Continue

Added by Nitin Agarwal on June 4, 2020 at 7:51pm — No Comments

Information Theory (Turbo Codes) & Bayesian Networks

An error correcting code (ECC) is a way of controlling errors in data that is being transmitted over an unreliable or noisy communication channel. In an ECC, the sender encodes the message with redundant information. The receiver is able to detect a limited number of errors, and to correct these errors without retransmission.

Turbo codes are a class of ECC that approach very closely the theoretical…

Continue

Added by Robert R. Tucci on June 4, 2020 at 4:04pm — No Comments

Deploy Your First Serverless AWS ML Solution Fast

Introduction to SageMaker

I’ve been working with AWS SageMaker for a while now and have enjoyed great success. Creating and tuning models, architecting pipelines to support both model development and real-time inference, and data lake formation have all been made easier in my opinion.  AWS has proven to be an all encompassing solution for machine learning use cases, both batch and real-time, helping me decrease time to…

Continue

Added by Jeff Diaz on June 2, 2020 at 12:00pm — No Comments

Explaining Data Science to a Non-Data Scientist

Summary:  Explaining data science to a non-data scientist isn’t as easy as it sounds.  You may know a lot about math, tools, techniques, data, and computer architecture but the question is how do you explain this briefly without getting buried in the detail.  You might try this approach.

 

We’ve all been…

Continue

Added by William Vorhies on June 2, 2020 at 9:40am — 3 Comments

The VC's Guide to Machine Learning

© 2020 by Radna Intellectual Ventures, LLC.

“Artificial Intelligence began with an ancient wish to forge the Gods."

In the singular…

Continue

Added by Andrew Vo on June 1, 2020 at 12:00pm — No Comments

The Easiest Way to Search Among 1 Billion Image Vectors And Why Vector Search Is Important?

Continue

Added by Kate Shao on May 26, 2020 at 6:00pm — No Comments

A free self-paced learning path for #machinelearning and #deeplearning

In various formats, one of the most frequent questions I am asked is the equivalent of:

“Can you recommend a free self-paced learning path for #machinelearning and #deeplearning?”

In this post, I attempt an answer

This is based on my work / teaching students primarily at Oxford University, but I…

Continue

Added by ajit jaokar on May 26, 2020 at 1:59pm — No Comments

Machine Learning for Frontend Development: The Road to Future

When creating a website, it is an essential objective of developers to make it appealing. They undergo a few systems, including drawing idea sketches, building models, and experimenting with the website before pushing it live.

These procedures don’t occur parenthetically. Developers spend many months on constructing a beautiful and responsive website. Be that as it may, the development in technologies is making things more manageable for them.

The cutting edge technologies like…

Continue

Added by Albert Smith on May 25, 2020 at 8:25pm — No Comments

Do You Need an AI Product Manager

Summary:  What is an AI Product Manager and how do you know when you need one.

 

The role of Product Manager (PM) can mean many things dependent on the specifics of the company, its markets, its channels, and the variety of its products.  It’s almost impossible to put a single label on the responsibilities of a…

Continue

Added by William Vorhies on May 25, 2020 at 10:23am — 2 Comments

The Most Important Fundamentals of PyTorch you Should Know

Continue

Added by James Montantes on May 22, 2020 at 11:00am — No Comments

What are “Recurrent Neural Networks”, and how it is different than “Convolutional Neural Networks”

CNN and RNN are amongst most important algorithm of Neural Network family, also they differ in their network process and solving problems.

So talking about their differences:

CNN are used to solve classification and regression problems and RNN are used to solve sequence information.

CNN are used for 2D image…

Continue

Added by Sameer Nigam on May 21, 2020 at 12:00pm — No Comments

KISS – Complex DNN Techniques are Not the Improvements They’re Reported to Be

Summary:  In a comprehensive study of 18 recently presented DNN advancements in top-N recommenders, only 7 presented sufficient data to allow reproduction.  Worse, of the 7 that could be reproduced none showed an actual improvement over simple linear and KNN techniques when those were properly optimized.

 …

Continue

Added by William Vorhies on May 19, 2020 at 12:53pm — No Comments

Random Forest Classification explained in detail and developed in R

In supervised machine learning algorithms, Random Forest stands apart as it is arguably the most powerful classification model. When Microsoft developed their X-box game which enables you to play as per the movement of your posture, they used Random Forest over any other machine learning algorithm and over ANN (Advanced Neural Networks) as well !

I am assuming that if you are reading this blog, you are well versed with Decision Tree Classification. However, if you are not, need not…

Continue

Added by Sourav Kumar Das on May 10, 2020 at 1:30am — No Comments

Reinforcement Learning to Reduce Building Energy Consumption

Heating, ventilation, and air conditioning of buildings accounts alone for nearly 40% of the global energy demand [1].

The need for …

Continue

Added by Enrico Busto on December 1, 2019 at 10:30pm — No Comments

We See in 3D – So Should Our CNN Models

Summary:  Autonomous vehicles (AUVs) and many other systems that need to accurately perceive the world around them will be much better off when image classification moves from 2D to 3D.  Here we examine the two leading approaches to 3D classification, Point Clouds and Voxel Grids.

 

One of the well-known…

Continue

Added by William Vorhies on September 23, 2019 at 2:24pm — No Comments

Top 10 Data Science Use Cases in Energy and Utilities

The energy sector is under constant development, and more of significant inventions and innovations are yet to come. The energy use has always been involved in other industries like agriculture, manufacturing, transportation, and many others. Thus these industries tend to enlarge…

Continue

Added by Igor Bobriakov on July 4, 2019 at 10:00pm — 2 Comments

Why Cognitive Systems should combine Machine Learning with Semantic Technologies

Will Artificial Intelligence make subject matter experts obsolete?

Imagine you want to build an application that helps to identify wine and cheese pairings. Who will perform best? Applications solely based on machine learning, those ones which are based on experts' knowledge only, or a combination of both?

Most of the machine learning algorithms were…

Continue

Added by Andreas Blumauer on August 28, 2017 at 3:00am — 1 Comment

Price Optimisation Using Decision Tree (Regression Tree) - Machine Learning

INTRODUCTION TO THE RESEARCH QUESTION

The research was conducted to find out what price  maximises profit without sacrificing the high demand for the product due to the price being too high nor sacrificing the margins on the product due to the price being too low. 

The goal…

Continue

Added by Bernard Antwi Adabankah on October 29, 2016 at 10:30pm — 3 Comments

Monthly Archives

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2011

1999

© 2021   TechTarget, Inc.   Powered by

Badges  |  Report an Issue  |  Privacy Policy  |  Terms of Service