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...
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Why You Should be a Data Science Generalist – and How to Become One
The new advice today for data scientists is not to become a generalist. You can read recent articles on this topic, for instance here. In this blog, I explain why I be...
What will make "Data" work in 2019?
Speed of Adoption will matter more than ever It’s been a while since businesses have been debating over investment into data and analytics. Some people have already don...
Developing a Big Data / Data Science / Design College Curriculum with Infographics
For my final class this year at the University of San Francisco School of Management, I taught the students using nothing but infographics. Not only was it fun for me, ...
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...
Twitter Sentiment Analysis Applied to Customer Loyalty Prediction
In recent days, the popularity of social media is increasing significantly. More and more people share their ideas, information, and opinions with others using social med...
Sentiment Analysis of Airline Tweets
People around the globe are more actively using social media platform such as Twitter, Facebook, and Instagram etc. They share information, opinions, ideas, experiences a...
Constructive Surveillance and Social Intervention
I share the concerns that many people have on the use of surveillance – particularly in this period of data monetization and commodification. I am not troubled by sur...
How to Visualize a Decision Tree from a Random Forest in Python using Scikit-Learn
This article was written by Will Koehrsen. Here’s the complete code: just copy and paste into a Jupyter Notebook or Python script, replace with your data and run: The ...