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Course Outline
Introduction to Programming Big Data with R (bpdR)
- Configuring your environment to utilise pbdR
- Overview and tools available in pbdR
- Commonly used packages for Big Data alongside pbdR
Message Passing Interface (MPI)
- Utilising pbdR MPI 5
- Parallel processing techniques
- Point-to-point communication
- Handling Send Matrices
- Summing Matrices
- Collective communication methods
- Summing Matrices with Reduce
- Scatter / Gather operations
- Additional MPI communication strategies
Distributed Matrices
- Creating a distributed diagonal matrix
- Conducting SVD on a distributed matrix
- Constructing a distributed matrix in parallel
Statistics Applications
- Monte Carlo Integration
- Reading Datasets
- Reading data on all processes
- Broadcasting from a single process
- Reading partitioned data
- Distributed Regression
- Distributed Bootstrap
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 3900 € + 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!.
