Category: Project Management

December 11, 2020 Greggory Elias

8 Ways News & Content Companies use A.I. to Save Money and Improve UX The best way to understand the impact of technology is to understand the specifics, examples of how to actually apply technology to solve current problems. The following are 8 common AI Solutions our clients in Newspapers, Magazines, Content and Digital Media…

December 9, 2020 Greggory Elias

6 Problems AI is Good At Solving Over 85% of data science projects fail to go beyond testing and into production. If everyone is starting a Machine Learning / Artificial Intelligence project, where is it going wrong?      With this post it should help you to focus on the types of problems that AI…

July 27, 2020 Greggory Elias No comments exist

Natural Language Generation and Its Business Applications <h1>Natural Language Generation (NLG)</h1> As a continued exploration of AI Authors and Robot-Generated news, it is worthwhile to explore some of the technology driving these algorithms. AI designed to generate documents that read like a human wrote them rely on Natural Language Generation (NLG) algorithms. NLG algorithms are…

March 20, 2020 Greggory Elias

10 Questions to Ask Before Starting a Machine Learning Project Over 80% of data science projects fail to go beyond testing and into production. If everyone is starting a machine learning project, where is it going wrong? Undoubtedly, ML solutions increase efficiencies for those who are in the business of gathering or analyzing large swaths…

December 5, 2019 Asya Sharrow

Topic Modeling for Product Managers <h1>What is Topic Modeling?</h1> Topic modeling is a type of natural language processing (NLP) used to find “topics,” or commonly occurring words or groups of words, within a set of documents. Topic models are critical to product managers because they enable them to sort and analyze the huge amounts of…

November 11, 2019 Asya Sharrow No comments exist

10 Best Practices for Storing Labeled Data You just had your big idea. You read a lot, and you thought it would be interesting to have a classifier that labels a speaker’s tone and determines their political affiliation. How would you begin to break down the problem so that you can use machine learning to…

August 26, 2019 Asya Sharrow No comments exist

Real-time production models – How do they differ from benchmark tests? 1. What are Real-Time Production Models and Benchmark Tests? Real-time production models are models that enable users to take data collected during production and analyze both current production capabilities and predict future production outputs. These are models meant to optimize production and assess performance…