{"product_id":"next-generation-machine-learning-with-spark-covers-xgboost-lightgbm-spark-nlp-distributed-deep-learning-with-keras-and-more-9781484256688","title":"Next-Generation Machine Learning with Spark: Covers Xgboost, Lightgbm, Spark Nlp, Distributed Deep Learning with Keras, and More","description":"\u003cp\u003eAccess real-world documentation and examples for the Spark platform for building large-scale, enterprise-grade machine learning applications.\u003cbr\u003e\u003c\/p\u003eThe past decade has seen an astonishing series of advances in machine learning. These breakthroughs are disrupting our everyday life and making an impact across every industry.\u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003e\u003cb\u003eNext-Generation Machine Learning with Spark\u003c\/b\u003e\u003c\/i\u003e provides a gentle introduction to Spark and Spark MLlib and advances to more powerful, third-party machine learning algorithms and libraries beyond what is available in the standard Spark MLlib library. By the end of this book, you will be able to apply your knowledge to real-world use cases through dozens of practical examples and insightful explanations. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e\u003cbr\u003e\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBe introduced to machine learning, Spark, and Spark MLlib 2.4.x\u003c\/li\u003e\n\u003cli\u003eAchieve lightning-fast gradient boosting on Spark with the XGBoost4J-Spark and LightGBM libraries\u003c\/li\u003e\n\u003cli\u003eDetect anomalies with the Isolation Forest algorithm for Spark\u003c\/li\u003e\n\u003cli\u003eUse the Spark NLP and Stanford CoreNLP libraries that support multiple languages\u003c\/li\u003e\n\u003cli\u003eOptimize your ML workload with the Alluxio in-memory data accelerator for Spark\u003c\/li\u003e\n\u003cli\u003eUse GraphX and GraphFrames for Graph Analysis\u003c\/li\u003e\n\u003cli\u003ePerform image recognition using convolutional neural networks\u003c\/li\u003e\n\u003cli\u003eUtilize the Keras framework and distributed deep learning libraries with Spark \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003e\u003cbr\u003e\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eData scientists and machine learning engineers who want to take their knowledge to the next level and use Spark and more powerful, next-generation algorithms and libraries beyond what is available in the standard Spark MLlib library; also serves as a primer for aspiring data scientists and engineers who need an introduction to machine learning, Spark, and Spark MLlib.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/23\/2020\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484256688\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 355\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.43lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.78d","brand":"Butch Quinto","offers":[{"title":"Default Title","offer_id":36653286654108,"sku":"9781484256688","price":46.74,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_6b86f19b-2d96-4e96-9b2f-316813c0f2e5.jpg?v=1603881423","url":"https:\/\/pastforward.org\/products\/next-generation-machine-learning-with-spark-covers-xgboost-lightgbm-spark-nlp-distributed-deep-learning-with-keras-and-more-9781484256688","provider":"Past Forward","version":"1.0","type":"link"}