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• Introduction to Julia
  What niche is filled by Julia
  How can Julia help you with data analysis
  What you can expect to get out of this course
  Getting started with Julia's REPL
  Alternative environments for Julia development: Juno, IJulia and Sublime-IJulia
  The Julia ecosystem: documentation and package search
  Getting more help: Julia forums and Julia community
  Strings: Hello World
  Introduction to Julia REPL and batch execution via "Hello World"
  Julia String Types
  Scalar Types
  What is a variable? Why do we use a name and a type for it?
  Integers
  Floating point numbers
  Complex numbers
  Rational numbers
  Arrays
  Vectors
  Matrices
  Multi-dimensional arrays
  Heterogeneous arrays (cell arrays)
  Comprehensions
  Other Elementary Types
  Tuples
  Ranges
  Dictionaries
  Symbols
  Building Your Own Types
  Abstract types
  Composite types
  Parametric composite types
  Functions
  How to define a function in Julia
  Julia functions as methods operating on types
  Multiple dispatch
  How multiple dispatch differs from traditional object-oriented programming
  Parametric functions
  Functions changing their input
  Anonymous functions
  Optional function arguments
  Required function arguments
  Constructors
  Inner constructors
  Outer constructors
  Control Flow
  Compound expressions and scoping
  Conditional evaluation
  Loops
  Exception Handling
  Tasks
  Code Organization
  Modules
  Packages
  Metaprogramming
  Symbols
  Expressions
  Quoting
  Internal representation
  Parsing
  Evaluation
  Interpolation
  Reading and Writing Data
  Filesystem
  Data I/O
  Lower Level Data I/O
  Dataframes
  Distributions and Statistics
  Defining distributions
  Interface for evaluating and sampling from distributions
  Mean, variance and covariance
  Hypothesis testing
  Generalized linear models: a linear regression example
  Plotting
  Plotting packages: Gadfly, Winston, Gaston, PyPlot, Plotly, Vega
  Introduction to Gadfly
  Interact and Gadfly
  Parallel Computing
  Introduction to Julia's message passing implementation
  Remote calling and fetching
  Parallel map (pmap)
  Parallel for
  Scheduling via tasks
  Distributed arrays