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,… Read More »Proxy Quantum Clouds and the JupyterHub
Home » Archives for 2020
2020
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 is to approximate any multi-variate distribution using… Read More »New Algorithm For Density Estimation and Noise Reduction
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… Read More »Speedup by 10x the Hyperparameter tuning of ML applications on Kubeflow using FPGAs
Reinforcement Learning (Q-learning) – Implementation using R (Part 2)
This the second part of Reinforcement Learning (Q-learning). If you would like to understand the RL, Q-learning, and key terms please read Part 1. In… Read More »Reinforcement Learning (Q-learning) – Implementation using R (Part 2)
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… Read More »Reinforcement Learning (Q-learning) – An Introduction (Part 1)
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… Read More »Explaining Data Science to a Non-Data Scientist
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… Read More »Predictability of Life Outcomes – Guess We Can’t Predict Everything
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,… Read More »Steps of Hypothesis Testing in One Picture
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… Read More »Artificial Intelligence: Revolutionary Change for All Business Sector
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 substantial data… Read More »For Better or Worse Analytics and Data Science are Converging