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Course Outline
Introduction to Programming Big Data with R (bpdR)
- Configuring your environment for pbdR
- Exploring the scope and tools available in pbdR
- Packages commonly utilized alongside pbdR for Big Data
Message Passing Interface (MPI)
- Leveraging pbdR MPI 5
- Parallel processing techniques
- Point-to-point communication
- Sending matrices
- Summing matrices
- Collective communication strategies
- Summing matrices using Reduce
- Scatter and Gather operations
- Additional MPI communications
Distributed Matrices
- Constructing a distributed diagonal matrix
- Performing SVD on a distributed matrix
- Building a distributed matrix in parallel
Statistics Applications
- Monte Carlo Integration
- Reading datasets
- Accessing data across all processes
- Broadcasting from a single process
- Processing partitioned data
- Distributed Regression
- Distributed Bootstrap methods
21 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 4800 € + VAT*
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Testimonials (2)
The subject matter and the pace were perfect.
Tim - Ottawa Research and Development Center, Science Technology Branch, Agriculture and Agri-Food Canada
Course - 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!.
