Artículo: AMZ-B0FBSF5PRN

Efficient R Programming: High-Performance Data.table, Rcpp, and Parallel Computing (Machine Learning Mastery Toolkit)

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0.20 kg

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Amazon

Sobre este producto

Fundamentals of Efficient R Coding: Learn why vectorization, memory pre-allocation, and built-in functions save seconds or minutes on every run.
Mastering data.table: Explore keys, fast joins, rolling operations, and internal indexing to handle millions of rows instantly.
Profiling and Benchmarking Techniques: Use microbenchmark, bench, profvis, and flame graphs to pinpoint slow code and track improvements.
Parallel Computing in R: Discover mclapply, parLapply, futures, foreach, and GPU frameworks to distribute workloads across cores and devices.
Rcpp for Speed and Scalability: Write inline C++ functions, leverage RcppEigen and RcppArmadillo for matrix algebra, and debug compiled code with minimal fuss.
GPU Computing and Accelerated Workflows: Apply gpuR and ArrayFire for image processing, deep learning, and custom OpenCL kernels to push performance to the hardware limit.
Distributed Computing with Spark: Translate data.table pipelines into sparklyr workflows for terabyte-scale data, Spark SQL, and MLlib models.
Cross-Language Interoperability and APIs: Call Python via reticulate, serve R logic as REST APIs with plumber, orchestrate multi-language pipelines using targets, and containerize services with Docker and Kubernetes.
Building High-Performance R Packages: Structure packages for compiled code, automate tests and benchmarks in CI, navigate CRAN checks, and manage vignettes effectively.
Real-World Case Studies: See how leading teams apply these strategies in high-frequency finance, genomics, and web-scale Shiny applications.

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Efficient R Programming: High-Performance Data.table, Rcpp, and Parallel Computing (Machine Learning Mastery Toolkit)

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Wood Burning Fire Pit Stove - Smokeless Outdoor Stove for Efficient Wood Fires, Camping, Cooking, and Garden Gatherings, Durable, Stainless Steel with Removable Ash Pan, Stand and Carry Bag

Stackable Storage Box Set - 6 Pieces 12 Quarts Multi-purpose, Space-Efficient Stackable Storage Boxes with Nestable Design, Secure Latches, Easy-Move Wheels & Pull-Out Base - Clear

FOOT POWDER EFFICIENT FRESH WITH ZINC OXIDE 200G

Rexona Efficient Foot Talcum Powder 180g – Yahve - Refreshing Scent & Moisture - Absorbing Formula for Daily Foot Care

Efficient Nutrition Portion Control Containers DELUXE Kit (14-Piece) with COMPLETE GUIDE + 21 DAY PLANNER + RECIPE eBOOK BPA FREE Color Coded Meal Prep System for Diet and Weight Loss

3PCS OstWony Silicone Dish Sponges, Super Food-Grade Silicone Sponges, Multi-Purpose and Efficient Sponge Kitchen Gadgets, Especial Delicate Kitchen Sponge Brush

evelor 6-Pack A19 LED Light Bulbs,60 Watt Equivalent Daylight 5000K with E26 Base,Efficient 9W,800 Lumens Non-Dimmable LED Bulbs,15000 Hours, Ideal for Bedroom Living Room

ASNUG Space Heater, Portable Electric 500W PTC Ceramic Heaters for Indoor Use, Efficient Fast Heating, Tip-Over & Overheat Protection, Quiet Small Mini Desk Heater for Bathroom Home Office Bedroom

Rubbermaid Brilliance Pantry Airtight Food Storage Container, BPA-Free 7.8 Cup, Ideal for Brown Sugar - Efficient, Leak-Proof and Dishwasher-safe

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