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    Course Details

    Julia is a rapidly emerging programming language with a strong focus on numerical accuracy, scientific computing and statistics. It has gained most of its reputation due to its speed of execution in conjunction with its ease of programming. Julia has a wealth of built-in and external tools for distributed and parallel computing. It facilitates the construction of user-defined data structures, and makes it easy to do meta programming, therefore it also define your own DSLs and it allows interacting with several other programming languages such as C, Python and R. Julia provides a multiple-dispatch programming paradigm, which in many ways helps you organize your code and makes you a better programmer and software engineer.

    Julia Training Overview

    The aim of the Julia course is to teach you the basics of the Julia programming language in a self-contained fashion. The course structure includes Strings, Scalar Types, Arrays, Functions, Constructors, Control Flow, Code Organization, Metaprogramming, Plotting and Parallel Computing of Julia.

    Julia Training Curriculum

    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

    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?
    Integers
    Floating point numbers
    Complex numbers
    Rational numbers

    Vectors
    Matrices
    Multi-dimensional arrays
    Heterogeneous arrays (cell arrays)
    Comprehensions

    Tuples
    Ranges
    Dictionaries
    Symbols

    Abstract types
    Composite types
    Parametric composite types

    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

    Inner constructors
    Outer constructors

    Compound expressions and scoping
    Conditional evaluation
    Loops
    Exception Handling
    Tasks

    Modules
    Packages

    Symbols
    Expressions
    Quoting
    Internal representation
    Parsing
    Evaluation
    Interpolation

    Filesystem
    Data I/O
    Lower Level Data I/O
    Dataframes

    Defining distributions
    Interface for evaluating and sampling from distributions
    Mean, variance and co variance
    Hypothesis testing
    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)
    Parallel for
    Scheduling via tasks
    Distributed arrays

    Faqs

    Our trainers have relevant experience in implementing real-time solutions on different queries related to different topics. Mindmajix verifies their technical background and expertise.

    We record each LIVE class session you undergo through and we will share the recordings of each session/class.

    Trainer will provide the Environment/Server Access to the students and we ensure practical real-time experience and training by providing all the utilities required for the in-depth understanding of the course.

    If you are enrolled in classes and/or have paid fees, but want to cancel the registration for certain reason, it can be attained within 48 hours of initial registration. Please make a note that refunds will be processed within 30 days of prior request.

    The Training itself is Real-time Project Oriented.

    Yes. All the training sessions are LIVE Online Streaming using either through WebEx or GoToMeeting, thus promoting one-on-one trainer student Interaction.

    There are some Group discounts available if the participants are more than 2.

    As we are one of the leading providers of Online training, We have customers from USA, UK, Canada, Australia, UAE, Qatar, NZ, Singapore, Malaysia, India and other parts of the world. We are located in USA. Offering Online Training in Cities like

    Minneapolis, Melbourne, Jacksonville, Davidson, Murfreesboro, Auckland, Carlsbad,  San Marcos, Tacoma, Bellevue, Garland, Raleigh-Cary, Fort Lauderdale, Miami, Toronto, Wellington, Gilbert, Tempe, Alexandria, Chandler, Scottsdale, Peoria, Honolulu, Raleigh, Nashville, Plano, Montreal, Calgary, Edmonton, Saint John, Vancouver, Richmond, Mississauga, Saskatoon, Kingston, Kelowna, Hyderabad, Bangalore, Pune, Mumbai, Delhi, Dubai, Doha, Brisbane, Perth etc…

    • Julia Training Washington, DC
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