AI
Artificial intelligence: machine learning, neural networks, large language models, deep learning, AI research, and AI tools.
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ML Ops: Machine Learning as an engineered disciplined towardsdatascience.com
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Tensorflow Extended (TFX) tensorflow.org
An end-to-end platform for deploying production ML pipelines.
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TensorBoard tensorflow.org
TensorFlow's Visualization Toolkit.
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Data management challenges in production machine learning static.googleusercontent.com
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Lots of Deep Learning Resources deeplearning4j.org
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Deep learning in R rblog.uni-freiburg.de
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Deep Autoencoders Tutorial deeplearning4j.org
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Using deep learning to predict the mortality of leukemia patients qspace.library.queensu.ca
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Engineering Best Practices for Machine Learning se-ml.github.io
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RNNs using Theano deeplearning.net
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RBM using Theano deeplearning.net
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AI Engineering: 11 Foundational Practices resources.sei.cmu.edu
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Scaling Machine Learning as a Service proceedings.mlr.press
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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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Hidden Technical Debt in Machine Learning Systems papers.nips.cc
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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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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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Nitpicking Machine Learning Technical Debt matthewmcateer.me
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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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Ultra-wideband antenna-induced error prediction using deep learning on channel response data kn.e-technik.tu-dortmund.de
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Automated and unmysterious machine learning in cancer detection kkulma.github.io
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Operational Machine Learning kdnuggets.com
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Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm ieeexplore.ieee.org
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