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Author: Charles Durfee

Computer Science student with a passion for data science and artificial intelligence.
Machine Learning Posted onMay 5, 2019

How to Visualize Filters and Feature Maps in Convolutional Neural Networks

Author: Jason Brownlee Deep learning neural networks are generally opaque, meaning that although they can make useful and skillful predictions, it is not clear how […] Read More

Data Science Posted onMay 5, 2019

Re-sampling: Amazing Results and Applications

Author: Vincent Granville This crash course features a new fundamental statistics theorem — even more important than the central limit theorem — and a new […] Read More

Machine Learning Posted onMay 3, 2019

Microsoft Launches a Drag-and-Drop Machine Learning Tool – WLS

Author: Microsoft Launches a Drag-and-Drop Machine Learning Tool  WLS Microsoft makes a push to simplify machine learning  TechCrunch AI Weekly: Microsoft, machine learning framework interoperability, and ONNX  VentureBeat […] Read More

Data Science Posted onMay 3, 2019

XGBoost Algorithm: Long May She Reign

Author: Dan Clark In recent years, XGBoost algorithm has gained enormous popularity in academic as well as business world. We outline some of the reasons […] Read More

Data Science Posted onMay 3, 2019

The Approximation Power of Neural Networks (with Python codes)

Author: Marco Tavora Introduction It is a well-known fact that neural networks can approximate the output of any continuous mathematical function, no matter how complicated it […] Read More

Machine Learning Posted onMay 2, 2019

Microsoft makes a push to simplify machine learning – TechCrunch

Author: Microsoft makes a push to simplify machine learning  TechCrunch Microsoft simplifies AI model creation in Azure Machine Learning  VentureBeat Microsoft Details Azure AI and Machine Learning […] Read More

Machine Learning Posted onMay 2, 2019

Best Practices for Preparing and Augmenting Image Data for Convolutional Neural Networks

Author: Jason Brownlee It is challenging to know how to best prepare image data when training a convolutional neural network. This involves both scaling the […] Read More

Data Science Posted onMay 2, 2019

Top KDnuggets tweets, Apr 24–30: Another 10 Free Must-Read Books for Machine Learning and Data Science; Top #DataScience & #MachineLearning Methods Used in 2018/19

Author: Matt Mayo Editor Also: Data Visualization in Python: Matplotlib vs Seaborn; Data Science Project Flow for Startups; Pandas DataFrame Indexing; Best Data Visualization Techniques […] Read More

Data Science Posted onMay 2, 2019

The Mathematics of Forward and Back Propagation

Author: ajit jaokar Understanding the maths behind forward and back propagation is not very easy. There are some very good – but also very technical […] Read More

Machine Learning Posted onMay 2, 2019

New approach could accelerate efforts to catalogue vast numbers of cells

Author: Rob Matheson | MIT News Office Artistic sketches can be used to capture details of a scene in a simpler image. MIT researchers are […] Read More

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