How to train Neural Network faster with optimizers?
https://towardsdatascience.com/how-to-train-neural-network-faster-with-optimizers-d297730b3713
https://towardsdatascience.com/how-to-train-neural-network-faster-with-optimizers-d297730b3713
Medium
How to train Neural Network faster with optimizers?
Mysteries of Neural Networks Part IV
PySyft
PySyft is a Python library for secure, private Deep Learning. PySyft decouples private data from model training, using Multi-Party Computation (MPC) within PyTorch.
https://github.com/OpenMined/PySyft
PySyft is a Python library for secure, private Deep Learning. PySyft decouples private data from model training, using Multi-Party Computation (MPC) within PyTorch.
https://github.com/OpenMined/PySyft
GitHub
GitHub - OpenMined/PySyft: Perform data science on data that remains in someone else's server
Perform data science on data that remains in someone else's server - OpenMined/PySyft
Predicting Professional Players’ Chess Moves with Deep Learning
https://towardsdatascience.com/predicting-professional-players-chess-moves-with-deep-learning-9de6e305109e?source=collection_home---4------0---------------------
https://towardsdatascience.com/predicting-professional-players-chess-moves-with-deep-learning-9de6e305109e?source=collection_home---4------0---------------------
Towards Data Science
Predicting Professional Players’ Chess Moves with Deep Learning
So I’m bad at chess.
A Comprehensive Hands-on Guide to Transfer Learning with Real-World Applications in Deep Learning
https://towardsdatascience.com/a-comprehensive-hands-on-guide-to-transfer-learning-with-real-world-applications-in-deep-learning-212bf3b2f27a
https://towardsdatascience.com/a-comprehensive-hands-on-guide-to-transfer-learning-with-real-world-applications-in-deep-learning-212bf3b2f27a
Medium
A Comprehensive Hands-on Guide to Transfer Learning with Real-World Applications in Deep Learning
Deep Learning on Steroids with the Power of Knowledge Transfer!
11 websites to find free, interesting datasets
https://www.interviewqs.com/blog/free_online_data_sets
https://www.interviewqs.com/blog/free_online_data_sets
Interviewqs
11 great websites to find data sets | Data Interview Questions
The 11 best websites to find interesting, free data sets to analyze. Provided by Data Interview Questions, a mailing list for coding and data interview problems.
Introduction to Natural Language Processing for Text
https://towardsdatascience.com/introduction-to-natural-language-processing-for-text-df845750fb63
https://towardsdatascience.com/introduction-to-natural-language-processing-for-text-df845750fb63
Medium
Introduction to Natural Language Processing for Text
After reading this blog post, you’ll know some basic techniques to extract features from some text, so you can use these features as input…
A simple Machine Learning introduction
https://towardsdatascience.com/a-simple-machine-learning-introduction-2f0f626966d7
https://towardsdatascience.com/a-simple-machine-learning-introduction-2f0f626966d7
Towards Data Science
A simple Machine Learning introduction
While I was starting to learn about Machine Learning, I kept finding myself confused about what I was doing. In my mind, it was clear what…
An easy introduction to unsupervised learning with 4 basic techniques
https://towardsdatascience.com/an-easy-introduction-to-unsupervised-learning-with-4-basic-techniques-897cb81979fd
https://towardsdatascience.com/an-easy-introduction-to-unsupervised-learning-with-4-basic-techniques-897cb81979fd
Machine learning, meet quantum computing
https://www.technologyreview.com/s/612435/machine-learning-meet-quantum-computing/
https://www.technologyreview.com/s/612435/machine-learning-meet-quantum-computing/
MIT Technology Review
Machine learning, meet quantum computing
Back in 1958, in the earliest days of the computing revolution, the US Office of Naval Research organized a press conference to unveil a device invented by a psychologist named Frank Rosenblatt at the Cornell Aeronautical Laboratory. Rosenblatt called his…
Gaussian Mixture Model clustering: how to select the number of components
https://towardsdatascience.com/gaussian-mixture-model-clusterization-how-to-select-the-number-of-components-clusters-553bef45f6e4
https://towardsdatascience.com/gaussian-mixture-model-clusterization-how-to-select-the-number-of-components-clusters-553bef45f6e4
Medium
Gaussian Mixture Model clustering: how to select the number of components (clusters)
If you landed on this post, you probably already know what a Gaussian Mixture Model is, so I will avoid the general description of the…
A Gentle Introduction to Weight Constraints to Reduce Generalization Error in Deep Learning
https://machinelearningmastery.com/introduction-to-weight-constraints-to-reduce-generalization-error-in-deep-learning/
https://machinelearningmastery.com/introduction-to-weight-constraints-to-reduce-generalization-error-in-deep-learning/
MachineLearningMastery.com
A Gentle Introduction to Weight Constraints in Deep Learning - MachineLearningMastery.com
Weight regularization methods like weight decay introduce a penalty to the loss function when training a neural network to encourage the network to use small weights. Smaller weights in a neural network can result in a model that is more stable and less likely…
How to Reduce Overfitting of a Deep Learning Model with Weight Regularization
https://machinelearningmastery.com/how-to-reduce-overfitting-in-deep-learning-with-weight-regularization/
https://machinelearningmastery.com/how-to-reduce-overfitting-in-deep-learning-with-weight-regularization/
Making Your Neural Network Say “I Don’t Know” — Bayesian NNs using Pyro and PyTorch
https://towardsdatascience.com/making-your-neural-network-say-i-dont-know-bayesian-nns-using-pyro-and-pytorch-b1c24e6ab8cd?source=collection_home---2------0---------------------
https://towardsdatascience.com/making-your-neural-network-say-i-dont-know-bayesian-nns-using-pyro-and-pytorch-b1c24e6ab8cd?source=collection_home---2------0---------------------
Towards Data Science
Making Your Neural Network Say “I Don’t Know” — Bayesian NNs using Pyro and PyTorch
A tutorial + code on writing a bayesian image classifier on MNIST dataset.
No time to read AI research? We summarized top 2018 papers for you
https://www.topbots.com/most-important-ai-research-papers-2018/
https://www.topbots.com/most-important-ai-research-papers-2018/
TOPBOTS
Easy-To-Read Summary of Important AI Research Papers of 2018
UPDATE: We’ve also summarized the top 2019 and top 2020 AI & machine learning research papers. Trying to keep up with AI research papers can feel like an exercise in futility given how quickly the industry moves. If you’re buried in papers to read that you…
Data Science for Real
Transforming property management with advanced analytics and machine learning
https://towardsdatascience.com/data-science-for-real-c09f088b6550
Transforming property management with advanced analytics and machine learning
https://towardsdatascience.com/data-science-for-real-c09f088b6550
Medium
Data Science for Real
Transforming property management with advanced analytics and machine learning models