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1.Introduction To Julia
What niche is filled by Julia
How can Julia help you with data analysis
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
2.Strings: Hello World
Introduction to Julia REPL and batch execution via “Hello World”
Julia String Types
What is a variable? Why do we use a name and a type for it?
Floating point numbers
Heterogeneous arrays (cell arrays)
5.Other Elementary Types
6.Building Your Own Types
Parametric composite types
How to define a function in Julia
Julia functions as methods operating on types
How multiple dispatch differs from traditional object-oriented programming
Functions changing their input
Optional function arguments
Required function arguments
Compound expressions and scoping
12.Reading And Writing Data
Lower Level Data I/O
13.Distributions And Statistics
Interface for evaluating and sampling from distributions
Mean, variance and co variance
Generalized linear models: a linear regression example
Plotting packages: Gadfly, Winston, Gaston, PyPlot, Plotly, Vega
Introduction to Gadfly
Interact and Gadfly
Introduction to Julia’s message passing implementation
Remote calling and fetching
Parallel map (pmap)
Scheduling via tasks