A Simple Approach for Pursuing the “Future of Smart” Vision
This blog will cover the following “Future of Smart” initiative topics: Create a common definition or description of what it means to become “smart” and rally the...
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Reinforcement Learning: Coming to a Home Called Yours!
I loved playing StarCraft, though I seldom played against other humans (my sons in particular, because they absolutely kick my butt). But ah, there is finally revenge f...
1 Rule Prediction
I originally started writing this notebook to serve as an introduction decision trees. It’s a description of the “1-rule” algorithm which I think is wor...
The "lxml" Package and xpath Expressions for Web Scraping
The Jupyter notebook at this link contains a tutorial that explains how to use the lxml package and xpath expressions to extract data from a webpage. The tutorial consist...
Comparison of the Top Speech Processing APIs
Speech processing is a very popular area of machine learning. There is a significant demand in transforming human speech into text and text into speech. It is especially ...
Predicting the demise of retail bookstores: a time series forecasting
“The internet is killing retail. Bookstores are just the first to go.” — quoted in this NYT article. Retail bookstores are in a death row; looks like it’...
Why I agree with Geoff Hinton: I believe that Explainable AI is over-hyped by media
Geoffrey Hinton dismissed the need for explainable AI. A range of experts have explained why he is wrong. I actually tend to agree with Geoff. Explainable AI is overra...
The Truth about Artificial Intelligence
How will AI evolve and what major innovations are on the horizon? What will its impact be on the job market, economy, and society? What is the path toward human-level mac...
Text Summarization and Sentiment Analysis: Novel Approach
Huge amount data have been generated every day on various platforms such as Wikipedia, technical and non-technical blogs, social media, online news articles etc. Around f...
Sentiment Analysis of Amazon Customer Reviews with Visualizations
E-commerce has become more popular with the growth in internet and network technologies. Many people feel convenient to buy products online using various forums such as A...