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Computer Science

7,637 items in 38 lists

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  1. Machine Learning Methods to Perform Pricing Optimization. A Comparison with Standard GLMs variancejournal.org

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  2. Visualizing ML Models with LIME uc-r.github.io

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  3. Machine Translation using RNN (Paper) emnlp2014.org

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  4. University of Oslo: Introduction to Automatic and Scalable Machine Learning with H2O and R ub.uio.no

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  5. Practical XGBoost in Python online course (free) education.parrotprediction.teachable.com

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  6. Artificial Intelligence Made Easy with H2O.ai: A Comprehensive Guide to Modeling with H2O.ai and AutoML in Python towardsdatascience.com

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  7. CART Explained documents.software.dell.com

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  8. Inferring passenger types from commuter eigentravel matrices tandfonline.com

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  9. Another Intro doc.ic.ac.uk

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  10. University of Cape Town: Analytics Module stats.uct.ac.za

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  11. How to Rank 10% in Your First Kaggle Competition dnc1994.com

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  12. Scalable ensemble learning and computationally efficient variance estimation stat.berkeley.edu

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  13. Understanding Natural Language with Deep Neural Networks Using Torch devblogs.nvidia.com

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  14. Machine learning with H2O.ai speakerdeck.com

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  15. Pipelines for model deployment slideshare.net

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  16. Introduction to Neural Machine Translation with GPUs (part 1) devblogs.nvidia.com

    , Part 2, Part 3

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  17. Autoencoders and anomaly detection with machine learning in fraud analytics shiring.github.io

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  18. Deep Speech: Accurate Speech Recognition with GPU-Accelerated Deep Learning devblogs.nvidia.com

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  19. Data Scientists in Software Teams: State of the Art and Challenges web.cs.ucla.edu

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  20. Building deep neural nets with h2o and rsparkling that predict arrhythmia of the heart shiring.github.io

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  21. Core Concepts of Deep Learning devblogs.nvidia.com

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  22. Automating Large-Scale Data Quality Verification vldb.org

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  23. Predicting food preferences with sparklyr (machine learning) shiring.github.io

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  24. Continuous Training for Production ML in the TensorFlow Extended (TFX) Platform usenix.org

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  25. Deep Learning for Computer Vision with Caffe and cuDNN devblogs.nvidia.com

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  26. Automated machine learning: AI-driven decision making in business analytics sciencedirect.com

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  27. Model Governance Reducing the Anarchy of Production usenix.org

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  28. Human actions recognition in video scenes from multiple camera viewpoints sciencedirect.com

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  29. word2vec, DBN, RNTN for Sentiment Analysis deeplearning4j.org

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  30. Software development best practices in a deep learning environment towardsdatascience.com

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  31. Deep neural networks, gradient-boosted trees, random forests: Statistical arbitrage on the S&P 500 sciencedirect.com

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  32. word2vec explained on deeplearning4j deeplearning4j.org

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  33. ML Ops: Machine Learning as an engineered disciplined towardsdatascience.com

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  34. Beginner's Guide about RBMs deeplearning4j.org

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  35. Which model to choose? Performance comparison of statistical and machine learning models in predicting PM2.5 from… sciencedirect.com

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  36. Tensorflow Extended (TFX) tensorflow.org

    An end-to-end platform for deploying production ML pipelines.

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  37. Recursive Neural Tensor Network (RNTN) deeplearning4j.org

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  38. The value of points of interest information in predicting cost-effective charging infrastructure locations rsm.nl

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  39. TensorBoard tensorflow.org

    TensorFlow's Visualization Toolkit.

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  40. Intro to RNN deeplearning4j.org

    , LSTM

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  41. Are categorical variables getting lost in your random forests? roamanalytics.com

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  42. Data management challenges in production machine learning static.googleusercontent.com

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  43. Beginner’s Guide to LSTM deeplearning4j.org

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  44. Analytics at Scale: h2o, Apache Spark and R on AWS EMR redoakstrategic.com

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  45. Lots of Deep Learning Resources deeplearning4j.org

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  46. Deep learning in R rblog.uni-freiburg.de

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  47. Deep Belief Networks Tutorial deeplearning4j.org

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  48. Deep Autoencoders Tutorial deeplearning4j.org

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  49. Using deep learning to predict the mortality of leukemia patients qspace.library.queensu.ca

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  50. Intro to CNNs deeplearning4j.org

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