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Computer Science
Programming
By Language
Julia Programming
1. Introduction to Julia
2. Installation and Environment Setup
3. Julia Language Fundamentals
4. Data Types and Type System
5. Operators and Expressions
6. Control Flow
7. Strings and Text Processing
8. Collections and Data Structures
9. Functions
10. Custom Types and Structures
11. Multiple Dispatch
12. Modules and Packages
13. Input and Output
14. Error Handling and Debugging
15. Metaprogramming
16. Performance and Optimization
17. Concurrency and Parallelism
18. Scientific Computing Ecosystem
19. Plotting and Visualization
20. Interoperability
17.
Concurrency and Parallelism
17.1.
Asynchronous Programming
17.1.1.
Tasks and Coroutines
17.1.2.
Task Creation
17.1.3.
Task Scheduling
17.1.4.
Task Communication
17.2.
Channels
17.2.1.
Channel Creation
17.2.2.
Channel Operations
17.2.3.
Buffered Channels
17.2.4.
Channel Patterns
17.3.
Multi-threading
17.3.1.
Thread Basics
17.3.2.
Thread Spawning
17.3.3.
Thread Safety
17.3.4.
Atomic Operations
17.3.5.
Locks and Synchronization
17.4.
Distributed Computing
17.4.1.
Process Management
17.4.2.
Remote Calls
17.4.3.
Distributed Arrays
17.4.4.
Parallel Algorithms
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16. Performance and Optimization
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18. Scientific Computing Ecosystem