The Markov Decision Process (MDP) provides a mathematical framework for solving the RL problem. Almost all RL problems can be modeled as an MDP. MDPs are widely used for ...
Time and time again, Judea Pearl makes the point on Twitter to neural net advocates that they are trying to do a provably impossible task, to derive a model from data. I ...
The Future For Data Scientists One of the first jobs that I had after college (in the midst of a recession) was working as a typesetter for a small company in Florida in ...
In my last post, I have compared R to Julia, showing how Julia brings a refreshening programming mindset to the Data Science community. The main takeaway is that with Jul...
The number of devices connected through the Internet of Things (IoT) is increasing rapidly. Statista estimates that there will be about 50 million IoT-connected devices i...
The main motive of using sentiment analysis is to find out the true feelings of the varied people living in our society. It can be used for analyzing the customer feedbac...
Source: here In my previous article here, I discussed a simple way to solve complex optimization problems in machine learning. This was illustrated in the case of comple...
Artificial intelligence systems usually learn by example and are likely to learn better with high-quality examples. Low quality or insufficient training data can lead to ...
The Cloudification of the Telecoms market Last week, Nokia announced 10,000 jobs lost worldwide. Telecoms is a cyclical business with the G cycles (roughly spanning seven...
Data catalogs are now a significant component in the management of data in modern organizations. Those that have implemented successful data catalogs have an easier time ...