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
 

Testimonials (1)

Related Courses

Combined C/C++, JAVA and Web Application Security

  28 Hours

Advanced Java Security

  21 Hours

Combined JAVA, PHP and Web Application Security

  28 Hours

Standard Java Security

  14 Hours

Java and Web Application Security

  21 Hours

Advanced Java, JEE and Web Application Security

  28 Hours

Related Categories