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...
Home » You searched for 1
Search Results for: 1
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 ...
Tech Talk: Sebastian Raschka’s take on TensorFlow 2.0 and the new edition of his widely acclaimed Python Machine Learning book
Through exposure to the news and social media, you are probably familiar with the fact that machine learning has become one of the most exciting technologies of our time....
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...