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コース概要
Introduction to Programming Big Data with R (bpdR)
- Setting up your environment to use pbdR
- Scope and tools available in pbdR
- Packages commonly used with Big Data alongside pbdR
Message Passing Interface (MPI)
- Using pbdR MPI 5
- Parallel processing
- Point-to-point communication
- Send Matrices
- Summing Matrices
- Collective communication
- Summing Matrices with Reduce
- Scatter / Gather
- Other MPI communications
Distributed Matrices
- Creating a distributed diagonal matrix
- SVD of a distributed matrix
- Building a distributed matrix in parallel
Statistics Applications
- Monte Carlo Integration
- Reading Datasets
- Reading on all processes
- Broadcasting from one process
- Reading partitioned data
- Distributed Regression
- Distributed Bootstrap
21 時間
お客様の声 (2)
The subject matter and the pace were perfect.
Tim - Ottawa Research and Development Center, Science Technology Branch, Agriculture and Agri-Food Canada
コース - Programming with Big Data in R
Michael the trainer is very knowledgeable and skillful about the subject of Big Data and R. He is very flexible and quickly customize the training meeting clients' need. He is also very capable to solve technical and subject matter problems on the go. Fantastic and professional training!.
