AI
Artificial intelligence: machine learning, neural networks, large language models, deep learning, AI research, and AI tools.
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fastML fastml.com
Machine learning made easy
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Deep learning to classify business photos at Yelp engineeringblog.yelp.com
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Recursive Neural Network (not Recurrent) en.wikipedia.org
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List of Machine Learning Concepts en.wikipedia.org
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LDA Wikipedia en.wikipedia.org
, LSA Wikipedia, Probabilistic LSA Wikipedia
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Understanding Natural Language with Deep Neural Networks Using Torch devblogs.nvidia.com
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Machine learning with H2O.ai speakerdeck.com
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Deep Speech: Accurate Speech Recognition with GPU-Accelerated Deep Learning devblogs.nvidia.com
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Data Scientists in Software Teams: State of the Art and Challenges web.cs.ucla.edu
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Core Concepts of Deep Learning devblogs.nvidia.com
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Predicting food preferences with sparklyr (machine learning) shiring.github.io
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Deep Learning for Computer Vision with Caffe and cuDNN devblogs.nvidia.com
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word2vec, DBN, RNTN for Sentiment Analysis deeplearning4j.org
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Software development best practices in a deep learning environment towardsdatascience.com
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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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