Essentials of Deep Learning : Introduction to Long Short Term Memory
This article was written by Pranjal Srivastava. Sequence prediction problems have been around for a long time. They are considered as one of the hardest problems to solve...
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AI Ethics Challenge: Understanding Passive versus Proactive Ethics
Several of my friends have challenged me to get involved in the AI ethics discussion. I certainly do not have any special ethics training. But then again, maybe I do. I�...
Can Reinforcement Learning Break Through in 2020
Summary: Reinforcement Learning (RL) is going to be critical to achieving our AI/ML technology goals but it has several barriers to overcome. While reliability and a ...
It's time for Time-series Databases
The history of Database management systems could be interpreted as a Darwinian evolution process. The dominance of relational databases gives way to the data warehouses o...
Data science cookbook style code reference in Python for beginners
Here is another resource I use for teaching my students at AI for Edge computing course. I like this resource because I like the cookbook style of learning to code. The r...
I (kind of) Liked New Math
“When I think back on all the crap I’ve learned in high school, It’s a wonder I can think at all” – Simon and Garfunkel, Kodachrome Growing up in the ’60...
Not tools, focusing on problems: a project cycle in data science
As a data scientist in an organization you frequently find yourself in a couple of situations: you have a dataset, you want to extract some useful information you have a...
Wanna Build an AI-powered Organization? Start by Getting EVERYONE to “Think Like A Data Scientist”
In a recent blog I stated that “Crossing the AI Chasm” is primarily an organizational and cultural challenge, not a technology challenge. That “Crossing the AI ...
Machine Learning Technical Landscape
The picture below is from the article Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey, posted here. Authors: Giang Nguy...
Event Conceptualization & Distribution Modelling
In a recent blog, I described the American Psychiatric Association’s Diagnostic and Statistical Manual of Mental Disorders as an ontological reference. I explained ho...