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Course Outline
Introduction
- What kind of programming language is Julia?
- How was Julia created, when, and by whom?
- Julia resources
Development Environment
- Introduction to the cloud development environment
- Terminal
- REPL
- Loading and installing packages
- IDE
Fundamental types, variables and operators
- Basic data types
- Strings and interpolation
- Variables
- Operators
Variables, functions and operations
- Variables and constants
- Calling and declaring functions and lambdas
- Control flow, exception handling and errors
Scoping
- Function scopes
- Global and local scoping
- Blocks
- begin/end
- let/end
- Modules
- Data Structures
- Tuples
- Dictionaries
- Arrays
- Vectors
- Matrices & Linear Algebra
- Multidimensional arrays
- Dot notation (in functions)
- Missing values
Types
- Tuples and named tuples
- Structs and mutability
- Unions
- Abstract types and inheritance
- Parametric types (generics) and inheritance
- Value types
- Type checking
Methods and constructors
- Multiple dispatch
- Writing methods for abstract/types
- Constructors
- Print/show methods
- Operator overloading
- Interfaces
Metaprogamming
- Symbols
- Eval
- Expressions
- Interpolation
- Evaluation
- Calling and building macros
- Code generation
- @generated functions
Local concurrency and parallelism
- SIMD
- Parallelism
- Tasks & Channels
- Asynchronous programming
- Multithreading
- Performance optimization
Tooling
- Unit testing
- Performance benchmarking
- Profiling
- Logging
- Debugging: stack traces
I/O
- Reading and writing text and binary files
- Delimited files
- Memory mapped
- Downloading files
Requirements
There are no prerequisites to attending this course
21 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €6840 online delivery, based on a group of 2 delegates, €2160 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
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