Proxy Quantum Clouds and the JupyterHub
About 4 months ago, I wrote for this blog an article entitled “List of Quantum Clouds”. In that article, I listed 17 “quantum clouds”. By now, th...
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New Algorithm For Density Estimation and Noise Reduction
KernelML – Hierarchical Density Factorization The purpose, problem statement, and potential applications came from this post on datasciencecentral.com. The goal i...
Speedup by 10x the Hyperparameter tuning of ML applications on Kubeflow using FPGAs
Kubernetes is a great system for handling clusters of containers (whether on cloud or on-premise), but deploying and managing containerized applications for ML can be a c...
Reinforcement Learning (Q-learning) – An Introduction (Part 1)
Have you heard about AI learning to play computer games on their own and giving tough competitions to expert Human gamers? A very popular example being Deepmind whose Alp...
Explaining Data Science to a Non-Data Scientist
Summary: Explaining data science to a non-data scientist isn’t as easy as it sounds. You may know a lot about math, tools, techniques, data, and computer architectu...
Predictability of Life Outcomes – Guess We Can’t Predict Everything
Summary: Whether trying to predict the life outcomes of disadvantaged kids or to model where ventilators will be most needed, a little humility is in order. As this stu...
Steps of Hypothesis Testing in One Picture
Hypothesis testing can be an overwhelming topic to grasp if you’re new to the subject. As well as dealing with all of the different terminology, you have to perform...
Artificial Intelligence: Revolutionary Change for All Business Sector
Today almost all modern technologies are in full swing, and one such technology is Artificial Intelligence (AI). This modern technology just looks like a science fiction ...
For Better or Worse Analytics and Data Science are Converging
Summary: Analytic Platforms are rapidly being augmented with features previously reserved for data scientists. They are presented as easy to use but require substanti...
Artificial Intelligence strategy for SMEs: A pragmatic approach
Background Is an Artificial Intelligence (AI) strategy feasible for SMEs? (Small to Medium Enterprises)? In this post, we present a pragmatic approach for SMEs to conside...