Featured Post Archives - Page 49 of 51 - Open Data Science - Your News Source for AI, Machine Learning & more

An Open Framework for Secure and Private AI

Featured Post Machine Learningposted by Mat Leonard March 13, 2019

Like any other industry, AI is constrained by the supply chain that feeds it. For AI, that supply chain is made up of data, computers, and talented scientists to build it all. The most limiting of these is data, as the most valuable datasets are private... Read more

Detecting Cybersecurity Incidents with Machine Learning

Featured Post Modelingposted by Vasudha Shivamoggi March 11, 2019

Editor’s note: Vasudha is a presenter for the upcoming ODSC East 2019 this April 30-May 3 in Boston! Check out her talk “Detecting Cybersecurity Incidents with Machine Learning” there. Data breaches are a growing threat to both companies and consumers. For individuals, breaches can result in... Read more

Business Applications of AI-Powered NLP

Business + Management Conferences Featured Post Accelerate AI NLPposted by Elizabeth Wallace, ODSC March 8, 2019

It’s difficult enough to teach people language, not to mention machines, and for this reason, language proficiency for computers is a moving target. People in the industry have struggled for years with the question of how to get more meaningful data into the hands of those... Read more

10 Trending Data Science Topics at ODSC East 2019

Conferences Featured Postposted by ODSC Team March 7, 2019

ODSC East 2019 is honored to host over 300+ of the leading experts in data science and artificial intelligence. In this evolving field new topics, models, frameworks, and techniques are constantly emerging. Here are a few standout topics and presentations to keep an eye on: Hands-on... Read more

Introduction to R Shiny

Data Visualization Featured Post R Tools & Languages Conferences Data Visualization R R Shinyposted by Alyssa Columbus March 7, 2019

Alyssa is a speaker for ODSC East 2019 this April 30 to May 3! Attend her talk “Data Visualization with R Shiny.” What is R Shiny? Shiny is an R package that enables you to build interactive web apps using both the statistical power of R... Read more

Learn Interpretability for Data Science

Conferences Featured Post explainable AI Machine Learningposted by Rajiv Shah March 5, 2019

Editor’s note: Rajiv Shaw will be a speaker at ODSC East 2019 this May! Be sure to check out his talk, “Deciphering the Black Box: Latest Tools and Techniques for Interpretability” there. The impact of machine learning has been tremendous, whether it’s measured in dollars (trillions)... Read more

From Pandas to Scikit-Learn — A New Exciting Workflow

Featured Post Modeling Pandas Pythonposted by Ted Petrou February 28, 2019

Ted will present more on this topic at ODSC East 2019 this May in his presentation, “Integrating Pandas with Scikit-Learn, an Exciting New Workflow“ This article is available as a Jupyter Notebook on Google’s Colaboratory (open in playground mode to run and edit) and at the Machine Learning Github... Read more

Combining Millions of Products Into One Marketplace Using Computer Vision and NLP

Featured Post Modeling NLP/Text Analytics Computer Vision NLPposted by Ali Vanderveld February 27, 2019

ShopRunner is an e-commerce company that receives feeds of product data from over 140 different retailer partners, including large department stores and retailers that specialize in clothing, electronics, appliances, nutritional products, and more. We present this marketplace to our members using both a web-based platform and... Read more

Techniques to Overcome Data Scarcity

Featured Post Modeling Machine Learning Transfer Learningposted by Parinaz Sobhani February 21, 2019

Editor’s note: Attend ODSC East 2019 this April 30 to May 3 in Boston and check out Parinaz’ talk, “Data Efficiency Through Transfer Learning” there! Supervised machine learning models are being used to successfully solve a whole range of business challenges. However, these models are data-hungry and... Read more

Deep Learning with Reinforcement Learning

Deep Learning Featured Post Modeling Deep Learning Reinforcement Learningposted by Daniel Gutierrez, ODSC February 20, 2019

Reinforcement learning (RL) is an area of machine learning that employs an autonomous agent that learns to perform a task by trial and error without any guidance from a human. A system of rewards and penalties compels the machine to solve a problem independently. Human involvement is... Read more