RAPIDS enables developers to build high performance data solutions without a learning curve using DataFrames, SQL, machine learning, and graph analytics on NVIDIA GPUs. RAPIDS focuses on common data preparation tasks for analytics and data science. This includes a familiar dataframe API that integrates with a variety of machine learning algorithms for end-to-end pipeline accelerations without paying typical serialization costs.

Using NYC CitiBike data, this tutorial will teach developers how to build an end-to-end workflow with cuDF, accelerated XGBoost and SHAP. This tutorial will show you how to ingest data, conduct ETL, perform EDA, train an XGBoost model, and inference using the trained model.

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We and our advertising partners will use this information to make our websites and the advertising displayed on it, more relevant to your interests.",[507,508,509,510,511,512,513,514,515,516,517,518,519,520,521,522,523,524,525,526,527,528,529,530,531,532,533,534,535,536,537,538,539,540,541],[380,381,382,383,384,385,386,387,388,389,390,391,392,393,394,395,396],{"_397":503,"_239":503,"_211":128,"_371":504},{"_397":498,"_239":498,"_211":128,"_371":499},{"_397":494,"_239":494,"_211":128,"_371":495},{"_397":489,"_239":489,"_211":128,"_371":490},{"_397":484,"_239":484,"_211":128,"_371":485},{"_397":472,"_239":472,"_211":128,"_371":473},{"_397":460,"_239":460,"_211":128,"_371":461},{"_397":455,"_239":455,"_211":128,"_371":456},{"_397":444,"_239":444,"_211":128,"_371":445},{"_397":439,"_239":439,"_211":128,"_371":440},{"_397":434,"_239":434,"_211":128,"_371":435},{"_397":429,"_239":429,"_211":128,"_371":430},{"_397":424,"_239":424,"_211":128,"_371":425},{"_397":419,"_239":419,"_211":128,"_371":420},{"_397":414,"_239":414,"_211":128,"_371":415},{"_397":407,"_239":407,"_211":128,"_371":408},{"_397":398,"_239":398,"_211":128,"_371":399},"hostName","amazon-adsystem.com",[400,401],{"_112":406,"_403":398,"_404":34,"_211":405},{"_112":402,"_403":398,"_404":34,"_211":405},"ad-privacy","host","isSession","This domain is owned by online retailer Amazon and is used as part of its affiliate marketing programme.","ad-id","doubleclick.net",[409,410],{"_112":413,"_403":407,"_404":34,"_211":412},{"_112":411,"_403":407,"_404":34,"_211":412},"IDE","This domain is owned by Doubleclick (Google). 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These cookies enable us to provide enhanced website functionality and personalization as well as make the marketing messages we send to you more relevant to your interests. 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