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 Curriculum

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

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 co variance, 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

What Are The Modes Of Training, and Who Are The Trainers?

Tekslate basically offers the online instructor-led training. Apart from that we also provide corporate training for enterprises. Our trainers have relevant experience in implementing real-time solutions on different queries related to different topics. Tekslate also verifies their technical background and expertise.

What If I Miss A Class?

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

Can I Request For A Support Session If I Find Difficulty In Grasping Topics?

If you have any queries you can contact our 24/7 dedicated support to raise a ticket. We provide you email support and solution to your queries. If the query is not resolved by email we can arrange for a one-on-one session with our trainers.

What Kind Of Projects Will I Be Working On As Part Of The Training?

You will work on real world projects wherein you can apply your knowledge and skills that you acquired through our training. We have multiple projects that thoroughly test your skills and knowledge of various aspect and components making you perfectly industry-ready.

How Will I Execute The Practical?

Our Trainers 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 I Cancel My Enrollment, Will I Get The Refund?

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.

Are These Classes Conducted Via Live Online Streaming?

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

Is There Any Offer / Discount I Can Avail?

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

Who Are Our Customers & Our Location?

As we are one of the leading providers of Online training, We have customers from USA, UK, Canada, Australia, India and other parts of the world.

Course Reviews

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      • After a great research on available online courses, I have decided to opt Tableau Training from Tekslate, am quiet satisfied with that. Coursework is well calibrated to make student more comfortable w ...
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      • I have enrolled last month, and finished the course... As a working professional, they given me an exposure to the domain, but also helped to learn the cross technologies and develop an inclination to ...
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