Artificial intelligence is reshaping almost all the aspects of doing business, from finance to sales and R&D to operations. Its most profound impact is, however, being witnessed in the field of marketing where not only it has already created great value but experts predict it is going to change the future of marketing massively. In this article we…

 

Business intelligence (BI) applications have been around for quite a while, and they've changed the manner in which companies measure and…

Big data is the most evolving term in a massive amount of people since the 1990s till this modern era of digitization. The merge of artificial intelligence with big data is enormously affecting our everyday lives.  Artificial intelligence was discovered in 1956 during the Dartmouth…

Introduction and Motivation

I myself do epidemiologic research, which rarely calls for developing machine learning models. Instead, I spend my time developing logistic regression models that I have to be able to interpret for the broader scientific (and sometimes non-scientific) community. I have to be able to explain in some easy, risk-communication way not only the…

Being an expert at developing and understanding ML, or Machine Learning algorithms, takes time and a lot of hard work. That’s why ML (machine learning) engineers are been seen constantly learning while at the job. If the learning stops, your professional growth stops. Many of us, especially the AI aspirants, think that watching tutorial videos on AI (artificial intelligence) modeling or ML algorithm development on YouTube…

Introduction and Motivation

It is becoming increasingly common for organizations to collect very large amounts of data over time, and to…

Meet two text mining experts in today’s interview, which explores some of the common issues faced by data scientists in text analytics. Prof. Dursun Delen and…

Summary:  Some industries are a clear slam-dunk for AI/ML applications and some less so.  The legal, regulatory, and compliance businesses (law firms, internal legal departments, and the contract review and regulatory compliance departments of heavily regulated industries) fall in this last category.  This is a review of seven companies found by TopBots to be successful; pointing to opportunities others can follow.

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• Your in-house data science team is not the exclusive source of AI/ML based improvements. 
• Process Re-engineering is gaining new life as a way to optimize data processes.…

Predict Number of Active Cases by Covid-19 Pandemic based on Medical Facilities (Volume of Testing, ICU beds, Ventilators, Isolation Units, etc) using Multi-variate…

Artificial intelligence is a relatively ubiquitous phenomenon at this point. And yet, for some reason, it remains shrouded in at least a little bit of mystery. But the truth is that over the past decade, or so, this novel technology has managed to establish itself as an integral part of, well, pretty much every industry on the face of Earth. Since it continues to help companies and businesses improve virtually every aspect of their operations, there is one incredibly exciting field that has…

Summary:  The annual Burtch Works salary survey with data through April shows that opportunities and salaries are still excellent for both new and experienced data scientists.  They also offer some anecdotal observations about the impact of the first few months of COVID on our work and opportunities.

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AI for People and Business is an AI book and AI strategy framework. Here's the official book trailer where I explain important topics that are covered in the book, as well as the beneficial aspects of reading it and the importance of developing a strong AI strategy.

FREE CHAPTER DOWNLOAD -…

Summary:  Transfer Learning (TL) may be the most important aid to adoption of deep learning in the last several years.  This new LEEP measure predicts the accuracy of the transfer and should make TL faster, cheaper, and better.

What is the single most important innovation in deep learning in the last several…

Summary:  Less than 9%?  What this study really shows and what we should take away from it.

Wow.  Less than 9%!  Can this be true?  Well according to a large scale survey study conducted by the US Census Bureau it’s actually a…

Summary:  An update and observations about China’s plan to become the world leader in AI. 

Whether you get your news from Facebook or from the Wall Street Journal you can’t help having heard that China is out to displace the US as the world leader in AI.  Variously you may have heard that…