Computer Science
7,622 items in 38 lists
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Mastering Machine Learning with Spark 2.x packtpub.com
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CNN using Theano deeplearning.net
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Best Practices for Machine Learning Applications pdfs.semanticscholar.org
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R Deep Learning Essentials packtpub.com
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Deep Learning Tutorials on deeplearning.net deeplearning.net
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Denoising Autoencoders deeplearning.net
, Theano Code
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Hidden Technical Debt in Machine Learning Systems papers.nips.cc
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Stacked Denoising Autoencoders deeplearning.net
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Facets Overview / Facets Dive pair-code.github.io
Robust visualizations to aid in understanding machine learning datasets.
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DBNs using Theano deeplearning.net
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Machine Learning as a Tool for Improved Housing Price Prediction openaccess.nhh.no
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Building Continuous Integration Services for Machine Learning pages.cs.wisc.edu
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Deep Learning Software List deeplearning.net
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OpenML openml.org
An inclusive movement to build an open, organized, online ecosystem for machine learning.
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Good Theano Tutorial deeplearning.net
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Morphological traits of reef corals predict extinction risk but not conservation status onlinelibrary.wiley.com
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10 Best Practices for Deep Learning nanonets.com
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Data Validation for Machine Learning mlsys.org
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Awesome Deep Learning Reading List deeplearning.net
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Recent Reddit AMAs related to Deep Learning deeplearning.net
, Another AMA
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Gentle Introduction to AutoML from H2O.ai medium.com
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Software Engineering for Machine Learning: A Case Study microsoft.com
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Storytelling with Statistics datastories.quora.com
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Nitpicking Machine Learning Technical Debt matthewmcateer.me
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Boosting for Better Predictions datasciencecentral.com
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Continuous Delivery for Machine Learning martinfowler.com
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alpha and beta in LDA datascience.stackexchange.com
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Machine Learning Logistics mapr.com
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Algorithmic trading using deep neural networks on high frequency data link.springer.com
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Simple guide to confusion matrix terminology dataschool.io
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On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach link.springer.com
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Disruptive Analytics link.springer.com
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ROC and AUC Explained dataschool.io
(related video)
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The Data Linter: Lightweight, Automated Sanity Checking for ML Data Sets learningsys.org
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Ultra-wideband antenna-induced error prediction using deep learning on channel response data kn.e-technik.tu-dortmund.de
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Learning Data Science Fundamentals dataschool.io
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Kubeflow kubeflow.org
A platform for data scientists who want to build and experiment with ML pipelines.
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Automated and unmysterious machine learning in cancer detection kkulma.github.io
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Comparison Supervised Learning Algorithms dataschool.io
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Operational Machine Learning kdnuggets.com
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