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What you'll learn?
- How To program In Julia.
- Julia Math Numbers And Operations.
- How To Create And Use Julia Functions.
- Work With Complex Numbers In Julia.
- Create And Manipulate Strings In Julia.
- Learn How To Use Julia Tuples.
- Work With Anonymous Functions, Lambda Expressions And Compound Expressions.
- Learn About Julia Data Structures And Operations That Can Be Performed.
- Learn How To Work With CSV Files And Display Content As Table.
- Learn How To Quickly Plot A Graph Using Information From A DataSet.
Course Overview
The Julia programming language is said to walk like Python but run like C. Julia was designed from the beginning for high performance while at the same time feeling like a scripting language.
Julia isn't just for Data Science alone, it is also a general-purpose programming language. You can even build a backend web server with Julia and write UI's.
In this course, you will learn about the Julia programming language and its features. You will start from the basics of using simple Julia variables and move on to more advances topics like plotting data as a graph using the Julia programming language.
You will learn how to create a simple web server with Julia, how to connect to a MySQL server and even how to plot a graph from a simple dataset.
Pre-requisites
- Basic experience with any popular language such as Python, Java or C++
- Willingness to learn
Target Audience
- For any Developer looking for a good new programming language to learn.
- For Data Scientists looking for a good additional programming language to learn.
- Anyone wanting to learn a nice, powerful and fast alternative to Python.
Curriculum 73 Lectures 03:48:53
-
Section 1 : Introduction
-
Section 2 : Begin Dancing with Julia
- Lecture 1 :
- Julia Variables
- Lecture 2 :
- Julia Integers and Floats
- Lecture 3 :
- Julia Convert and Comparisons
- Lecture 4 :
- Rounding Operations
- Lecture 5 :
- Division Function
- Lecture 6 :
- Sign Function and Power
- Lecture 7 :
- Complex and Rational Numbers
-
Section 3 : Julia Char and Strings
- Lecture 1 :
- Julia Char type
- Lecture 2 :
- String Literals
- Lecture 3 :
- Extract Char and Strings
- Lecture 4 :
- Concatenate and Interpolate
- Lecture 5 :
- isEqual and Comparisons
- Lecture 6 :
- Find and OccursIn
- Lecture 7 :
- Repeat and Regex
-
Section 4 : Julia Function
- Lecture 1 :
- Julia Function Object
- Lecture 2 :
- Function Return Type
- Lecture 3 :
- Function as Objects and Arguments
- Lecture 4 :
- Operators as Functions
- Lecture 5 :
- Anonymous Functions
-
Section 5 : Function Arguments
- Lecture 1 :
- Tuples
- Lecture 2 :
- Unpacking Tuples
- Lecture 3 :
- VarArgs
- Lecture 4 :
- Optional Arguments
- Lecture 5 :
- Keyword Arguments
-
Section 6 : Conditional and Non- Conditional Blocks
- Lecture 1 :
- Do Block
- Lecture 2 :
- Compound Expression
- Lecture 3 :
- If Statement
- Lecture 4 :
- If Statement Return Value
- Lecture 5 :
- Short Circuit Evaluation
-
Section 7 : Loops and Exceptions
- Lecture 1 :
- For Loop
- Lecture 2 :
- Control and Nest For Loops
- Lecture 3 :
- Exceptions
- Lecture 4 :
- Julia Try and Catch
- Lecture 5 :
- While Loop
- Lecture 6 :
- Variable Scope
-
Section 8 : Arrays in Julia
- Lecture 1 :
- Arrays
- Lecture 2 :
- Pop and Push
- Lecture 3 :
- Multidimensional Arrays
- Lecture 4 :
- Copying Arrays
-
Section 9 : Julia Dicts
- Lecture 1 :
- Dicts
- Lecture 2 :
- Dict Operations
- Lecture 3 :
- More Dict Operations
- Lecture 4 :
- More Cool Dict Operations
- Lecture 5 :
- One More Cool Dict Operation
- Lecture 6 :
- Broadcasting
-
Section 10 : Julia Types
- Lecture 1 :
- Julia Types
- Lecture 2 :
- Verify and Specify Types
- Lecture 3 :
- More Verification and Specification
- Lecture 4 :
- Julia Methods
- Lecture 5 :
- Composite Types
- Lecture 6 :
- Mutable Structs
- Lecture 7 :
- Constructor Functions
-
Section 11 : Modules and Packages
- Lecture 1 :
- Julia Modules
- Lecture 2 :
- Using Packages
- Lecture 3 :
- User Defined Modules
-
Section 12 : Working with Text Files
- Lecture 1 :
- Reading From Text Files
- Lecture 2 :
- Writing To Text Files
- Lecture 3 :
- Writing Collections To Files
-
Section 13 : Julia Date and Time
- Lecture 1 :
- Date and Time
- Lecture 2 :
- Date Queries
- Lecture 3 :
- Date Arithmetic
-
Section 14 : Meta Programming in Julia
- Lecture 1 :
- Meta Programming
- Lecture 2 :
- Quoted Expression
- Lecture 3 :
- Macros
-
Section 15 : Rest APIs and MYSQL
- Lecture 1 :
- Using Genie
- Lecture 2 :
- Payloads and POST Requests
- Lecture 3 :
- Julia and MySQL
-
Section 16 : Data Frames and Plots
- Lecture 1 :
- DataFrames
- Lecture 2 :
- Plotting with Plots
- Lecture 3 :
- Where To Go From Here
Our learners work at
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