Julia - Future Python

Name: Julia - Future Python
Rating: 4.1 (75 reviews)

LET'S DIVE INTO MOST POWERFUL LANGUAGE

Last updated 8/2021

English

English [Auto],

What you'll learn

Julia Basic to Intermediate
Julia Code, Loops, Conditions, Plots, Date Time, File System, Statistics package

3 sections • 20 lectures • 1h 59m total length

Introduction & Julia vs Python6:02
Explore how julia blends simplicity, power, and efficiency for scientific computing and machine learning. See its just-in-time compiler, open-source nature, and easy interoperability with Python, C, and Fortran.
Julia Case Studies1:57
Explore Julia case studies across industries, including Pfizer heart failure simulation, astronomical image analysis, network reliability with the Flux library, glaciology dye thickness mapping, Cisco security, and MIT robotics.
Julia Installation4:32
Install Julia on Linux, Windows, or macOS from official sources, then install the IJulia package to run Julia in a Jupyter notebook and execute code.
Quiz 1
Python vs Julia - Speed5:14
This lecture is about comparing speed of julia with python. You will be shocked.

Printing on screen and reading user input9:38
String Handling7:47
Explore string handling in Julia, covering characters, Unicode and ASCII values, 1-based indexing, slicing and substrings, conversions, and determining string length.
Quiz 2
Data Structure - Array5:12
Data Structure - Tuple5:26
Array and Tuple2:13
Explore the difference between arrays and tuples by examining how a variable x can be modified in one case and not in the other, highlighting mutable versus immutable behavior.
Data Structure - Dictionary8:04
Explore dictionaries in Python, mapping country names to capitals, creating and updating entries, accessing values by keys, handling missing keys with get, and removing items while viewing keys and values.
Quiz 3
Loops - While and For10:32
Condition - If, else , elseif4:37
Explore conditional statements in Julia, using if, else, elseif, with relational operators, membership tests, and logical operators. Learn about short-circuit evaluation and how conditions control code execution.
Functions - Map and Higher order functions10:17
Date Time in Julia6:08
Error Handling6:34
Explore error handling in Julia, including undefined variables, out-of-bounds indices, and dimension mismatches, then learn to use try, catch, finally, and manual throw for robust programs.

Packages in Julia2:31
File System Handling7:48
Plots7:49
Explore creating and layering plots in Julia using blocks, generating x values and random y values, plotting lines and scatter plots, and customizing titles, labels, and layouts with backend tools.
Julia on Raspberry Pi5:13
Explore interfacing Julia with Raspberry Pi via GPIO, install Julia and the GPIO package with Pkg, and run a Julia script to blink an LED on a Pi pin.
Use of global scope1:50
Explore variable scope in Julia, from function blocks to the global keyword, revealing how a variable defined outside a function can affect inside a module and cause errors in loops.

In this course you are going to learn Basic Julia to Intermediate Julia Programming in less than 2 Hourse.

Course Content:

Why is Julia build?

Julia vs Python

Who uses Julia and What they are saying?

Installation and Package Management in Julia.

Basic Syntax (Println, readline, String handling)

Data Structures (Array, Tuple and Dictionary)

Conditions and Loops

Error Handling

File System Handling and DateTime Functions

Data Handling and Plotting

I am sure , once you do this course , you will have an edge over others.

Julia is called future python because of its speed and simplicity and integration with others.