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Parallel Programming Scala 2 Version
By Swiss Federal Institute of Technology Lausanne via Coursera
Intermediate
Online
3 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 2421 | yes | Coursera |
The Syllabus
Videos
- Course Overview
- Introduction to Parallel Computing
- Parallelism on the JVM I
- Parallelism on the JVM II
- Running Computations in Parallel
- Monte Carlo Method to Estimate Pi
- First-Class Tasks
- How Fast are Parallel Programs?
- Benchmarking Parallel Programs
- Tools Setup (Please read)
- IntelliJ IDEA Tutorial
- Sbt Tutorial
- Submitting Solutions
Videos
- Parallel Sorting
- Data Operations and Parallel Mapping
- Parallel Fold (Reduce) Operation
- Associativity I
- Associativity II
- Parallel Scan (Prefix Sum) Operation
Videos
- Data-Parallel Programming
- Data-Parallel Operations I6m
- Data-Parallel Operations II8m
- Scala Parallel Collections15m
- Splitters and Combiners
Videos
- Implementing Combines
- Parallel Two-phase Construction
- Conc-tree Data Structure
- Amortized, Constant-time Append Operation
- Conc-Tree Combiners
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