Data rules the world and, as a result, we want data to drive all the big decisions about how the world works because we believe in rationality, evidence, and science. But most organizations struggle to leverage that data to its competitive advantage. It’s probably even accurate to say that, statistically speaking, almost all organizations fail…Continue
Added by Kendall Clark on February 17, 2021 at 11:47am — No Comments
Artificial Intelligence is changing how data management and analysis is handled in the age of big data. Organizations are generating more data than ever before and the process of accessing data using traditional methods is not only time consuming but also poses a threat to the data sets. To handle this challenge, AI changes the way we view data in…Continue
Added by Indhu on February 12, 2021 at 9:30am — No Comments
A little soup is quickly cooked. But if many chefs are working together on a larger menu that will eventually be appreciated by a banquet of guests, good preparation is key. In this article we will focus on the preparation phase and outline what it means to introduce…Continue
Added by Andreas Blumauer on February 9, 2021 at 4:00am — No Comments
Nowadays, the success of many businesses is primarily attributed to good relationships with their customers. That is, having a comprehensive understanding of what customer needs and availing it to satisfy their needs as well as achieve the business goals. n Mathematics, 360 degrees is a full rotation that is, there are no blind spots.
Added by Indhu on February 7, 2021 at 2:43am — No Comments
Network graphs play a large part in both computing and data science, and they are essential for working with (and visualizing) both semantic graphs and property graphs. Nearly thirty years ago, AT&T produced a set of libraries called graphviz which were…Continue
Added by Kurt A Cagle on November 29, 2020 at 2:00pm — No Comments
Added by Kate Shao on June 8, 2020 at 11:27pm — No Comments
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
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
That’s correct. 1 server and 10 lines of code are all you need to search among 1 billion images in a few hundred milliseconds. Its ease of use a few lines of code to handle massive-scale reverse image search. Its superior standalone performance satisfies your need for low-latency, real-time searches. Its support for distributed systems and cloud-native…Continue
Added by Kate Shao on May 26, 2020 at 6:00pm — No Comments
Added by Antoine Savine on May 25, 2020 at 11:30am — No Comments
The explosion in unstructured data, such as images, videos, sound records, and text,…Continue
Added by Kate Shao on May 22, 2020 at 11:00pm — No Comments
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
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
In my previous post, I introduced the ELAINE Community Tool that can be used to discover variables from textual communications.
Statistical predictors work well for charting the course of economic activities based on macro factors that elicit supply and demand if the market environment is within a close proximity of a pattern that resembles previous economic cycles. Unfortunately, in today’s geo-political environment, many of these new variables are injecting forces that…Continue
Added by Andreas Blumauer on May 21, 2019 at 5:33am — No Comments
This article was written by Lance Whitney.
An update to Google's mobile app and website lets you search for symptoms and receive a list of possible conditions and other details. You can now ask Google to help diagnose what ails you.…Continue
Added by Amelia Matteson on March 26, 2018 at 11:00am — No Comments
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
These days, many organisations have begun to develop their own knowledge graphs. One reason might be to build a solid basis for various machine learning and cognitive computing efforts. For many of those, it remains still unclear where to start. SKOS offers a simple way to start and opens many doors to extend a knowledge graph over time.
Added by Andreas Blumauer on August 28, 2017 at 3:00am — No Comments