A Complete Machine Learning Project Walk-Through in Python: Part One
This article was written by Will Koehrsen. Reading through a data science book or taking a course, it can feel like you have the individual pieces, but don’t quite kn...
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Top 10 Neural Network Architectures
This article was written by James Le. Some examples of tasks best solved by machine learning include: Recognizing patterns: Objects in real scenes, Facial identities or f...
Quantum Simulator Qubiter now has a native TensorFlow backend
I am pleased to announce that my quantum simulator Qubiter (available at GitHub, BSD license) now has a native TensorFlow Backend-Simulator (see its class `SEO_simulator_...
Frame a problem as a machine learning problem or otherwise
This is not very simple to choose a machine learning method and letting it go wild on the data. Particularly, understanding the core business problem and objective of the...
A Beautiful Result in Probability Theory
This is another spectacular property of the exponential distribution, and also the first time an explicit formula is obtained for the variance of the range, besides the u...
Confidence Intervals in One Picture
Confidence intervals (CIs) tell you how much uncertainty a statistic has. The intervals are connected to confidence levels and the two terms are easily confused, especia...
Importance of Thinking Differently…Hint: Don’t Pave the Cow Path
Moo… There is this very intriguing Enterprise Car Rental commercial on TV (I’m old school and still watch my commercials on a television) that shows a glimpse into fu...
Multivariate Outlier Detection
I was given 3 GB of Machine Generated data being fed by 120 sensors (5 records every second) in an excel format. The task in hand was to mine out interesting patterns, if...
How to save over $200k on your next machine learning project
Machine learning applications require powerful and scalable computing systems that can sustain the high computation complexity of these applications. Companies that are w...
Serving with the PyTorch model – Flask
PyTorch is known for being a clean framework, and hence it was a challenging task to achieve the production capability and flexibility needed for research. I think that t...