Data Analysis vs Data Analytics(Data Science)

Published on :

Data Science is the combination of statistics, mathematics, programming, problem solving, capturing data in ingenious ways, the ability to look at things differently, and the activity of cleansing, preparing, and aligning the data. Complete Video English – https://goo.gl/WJfPeq Complete Video Tamil – https://goo.gl/kaWumR YouTube channel link www.youtube.com/atozknowledgevideos Website Home Technology […]

Donald Trump launches Artificial Intelligence Initiative

Published on :

A.I. has become a defining issue of our time, affecting national security, economic development, human rights, social media and many other domains. President Donald Trump signed an executive order launching the “American AI Initiative”, directing federal agencies to officially focus more on artificial intelligence technology. The administration will be assigning […]

[R] Neural Oblivious Decision Ensembles

Published on :

TL;DR: authors propose a DenseNet-like ensemble of decision trees, trained end-to-end by backpropagation and beats both xgboost and neural networks on heterogeneous ("tabular") data. (personal experience) this one worked out of the box for a production scale problem (fintech) without heavy wizardry Differentiable decision tree (figure 1 from arxiv paper) […]

Donald Trump launches Artificial Intelligence Initiative

Published on :

A.I. has become a defining issue of our time, affecting national security, economic development, human rights, social media and many other domains. President Donald Trump signed an executive order launching the “American AI Initiative”, directing federal agencies to officially focus more on artificial intelligence technology. The administration will be assigning […]

[D] Super-Convergence Skepticism

Published on :

Smith and Topin's 2017 paper Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates garnered quite a bit of attention, promising to cut training iterations by an order of magnitude without compromising accuracy. They propose the following change to the learning rate scheduler: https://i.redd.it/4luxa8wdamm31.png Using a 56-layer residual […]

Donald Trump launches Artificial Intelligence Initiative

Published on :

A.I. has become a defining issue of our time, affecting national security, economic development, human rights, social media and many other domains. President Donald Trump signed an executive order launching the “American AI Initiative”, directing federal agencies to officially focus more on artificial intelligence technology. The administration will be assigning […]