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93 items from h2oai/awesome-h2o ★393

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  1. Spark in Action manning.com

    New book in the Manning's "in action" family with +400 pages. Starts gently, step-by-step and covers large number of topics. Free excerpt on how to setup Eclipse for Spark application development and how to bootstrap a new application using the provided Maven Archetype. You can…

    site topic programmingtopic books & writing link ↗

  2. Hands on Time Series with R www2.packtpub.com

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  3. Computer Age Statistical Inference: Algorithms, Evidence, and Data Science web.stanford.edu

    site topic programmingtopic sciencetopic math link ↗

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

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

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

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

    site topic aitopic programming link ↗

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

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

    site topic math link ↗

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

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  11. Machine learning with H2O.ai speakerdeck.com

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  12. Pipelines for model deployment slideshare.net

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

    site topic ai link ↗

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

    site topic ai link ↗

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

    site topic ai link ↗

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

    site topic aitopic business link ↗

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

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

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

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

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

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

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

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

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  25. Citizen Science Data Show Temperature-Driven Declines in Riverine Sentinel Invertebrates pubs.acs.org

    site topic science link ↗

  26. Prospective validation of a transcriptomic severity classifier among patients with suspected acute infection and… pubmed.ncbi.nlm.nih.gov

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  27. Appendectomy during the COVID-19 pandemic in Italy: a multicenter ambispective cohort study by the Italian Society of… pubmed.ncbi.nlm.nih.gov

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  28. Parallel Grid Search in H2O pavel.cool

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  29. Importing, Inspecting and Scoring with MOJO models inside H2O pavel.cool

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  30. Mastering Machine Learning with Spark 2.x packtpub.com

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