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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This tutorial will teach developers how to accelerate an end-to-end workflow with cuDF, cuML and XGBoost.","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.\n\nUsing NYC CitiBike data, this tutorial will teach developers how to build an end-to-end workflow with cuDF, accelerated XGBoost and SHAP. 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users logged in across NVIDIA domains.","api.ngc.nvidia.com","This cookie is managed by AWS and is used for load balancing.","bm_so","This cookie name is used to load the site as quickly as possible and to recognize bots using Akamai.","The __cf_bm cookie is a cookie necessary to support Cloudflare Bot Management, currently in private beta. 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It is set when you click on one of our links and used to let the advertiser and us know the website from which you came.","This cookie is associated with Akamai and is used to differentiate between traffic from humans and bots.","nv_co","__uxq412__ses.88c1","learn.learn.nvidia.com","This cookie is associated with the Amazon Web Services Elastic Load Balancing functionality for routing client request on the server.","pctrk","Used to count page views by unauthenticated users against license usage.","bm_s","bpazaws52gukakzc__ctrl0_ctl36_uccaptcha","bm_sv","store.nvidia.com","The __cf_bm cookie is a cookie necessary to support Cloudflare Bot Management, currently in private beta. 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