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Overview / Introduction
Main Training resources
Online tools focused on programming
Documentation and tutorials for specific programming languages

Programming Skills

 

Information about and access to a selection of training resources, relevant publications and weblinks about programming.

 

Overview / Introduction

 

 

Keywords: programming, online, data science, web development, machine learning, statistics, design

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Main Training resources

Open HPI

• Programmieren lernen mit Python
• Programmieren mit R für Einsteiger
• Programmieren mit Ruby
• Object-Oriented Programming in Java
• Wie designe ich meine eigene Homepage?

Open SAP

• Object-Oriented Programming in Java
• Building Apps with the ABAP RESTful Application Programming Model
• Building Applications with SAP Cloud Application Programming Model

eDX

• Programming for Everybody (Getting Started with Python)
• Website development (HTML5 and CSS Fundamentals)
• App, software development (Introduction to C++)
• Creative coding

Coursera

• Programming Languages (divided in three parts): A, B, and C
• Learn to program: The fundamentals
• Responsive Website Basics: Code with HTML, CSS, and JavaScript

Udacity

• Introduction to Programming
• Front End Web Developer
• Data Analysis with R

Udemy

• Introduction to Python Programming
• Data Science, Machine Learning, Data Analysis, Python & R

Alison

• Machine Learning with Rstudio
• Web Page Design Using HTML5 and CSS3
• Introduction to C# Programming

Future Learn

• Programming Essentials with Python
• Computer Programming for Everyone

Kadenze Academy

• Web Coding Fundamentals: HTML, CSS and Javascript

Kahn Academy

• Intro to JS: Drawing & Animation
• Intro to HTML/CSS: Making Webpages
• Computer programming

Linkedin Learning

• Learning Python
• Introduction to Web Design and Development
• Programming Foundations: Fundamentals

Open Classrooms

• Think like a computer: the logic of programming
• Learn Programming with Python
• Learn Programming with JavaScript
• Learn Programming with Java

Upskillist

• Online Coding & Technology
• Web Development
• Online Python Programming

MIT OCW

• Introduction to Computer Science and Programming
• Programming Languages

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Online tools focused on programming

Programming languages available

HTML, CSS, Python, Java, JavaScript, SQL, Shell, Ruby, C++, R, C#, PHP, Go, Swift, Kotlin

Focus

Web Development and Design, Data Science, Computer Science, Machine Learning, App development, Automatization

Resources

• Codeacademy https://www.codecademy.com/
• DataCamp https://www.datacamp.com/
• Code School https://www.codeschool.co/
• Learncodethehardway https://learncodethehardway.org
• Mozilla Developer Network https://developer.mozilla.org/en-US/
• Treehouse https://teamtreehouse.com/
• Java T point https://www.javatpoint.com/
• W3schools https://www.w3schools.com/
• Tutorialspoint https://www.tutorialspoint.com/codingground.htm
• Programiz https://www.programiz.com/
• CodeRepublics https://www.coderepublics.com/
• Guru99 https://www.guru99.com/
• CodingDojo https://www.codingdojo.com/
• GeeksforGeeks https://www.geeksforgeeks.org/

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Documentation and tutorials for specific programming languages

C++, C

Official documentation: https://www.cplusplus.com/
https://www.learncpp.com/

Python

Official documentation: https://docs.python.org/3/
https://realpython.com/

SQL

Official documentation MySQL: https://dev.mysql.com/doc/
Official documentation SQLServer: https://docs.microsoft.com/en-us/sql/?view=sql-server-ver15
https://sqlzoo.net/wiki/SQL_Tutorial
https://www.sqltutorial.org/

PHP

Official documentation: https://www.php.net/manual/en/
https://phptherightway.com/

Ruby

Official documentation: https://www.ruby-lang.org/en/documentation/
https://www.rubyguides.com/

C#

Official documentation: https://docs.microsoft.com/en-us/dotnet/csharp/
https://www.guru99.com/c-sharp-tutorial.html

R

Official documentation: https://www.r-bloggers.com/2015/12/how-to-learn-r-2/
http://www.r-tutor.com/

JavaScript

Official documentation: https://www.javascript.com/learn/strings
https://javascript.info/

Swift

Official documentation: https://docs.swift.org/swift-book/LanguageGuide/TheBasics.html
https://developer.apple.com/swift/

Matlab

Official documentation: https://de.mathworks.com/help/matlab/index.html

Java

Official documentation: https://docs.oracle.com/javase/tutorial/

HTML, CSS, XML

https://html.spec.whatwg.org/
https://html.com/
https://www.w3.org/Style/Examples/011/firstcss.en.html

Julia

Official documentation: https://docs.julialang.org/en/v1/

Scala

Official documentation: https://docs.scala-lang.org/

GO

Official documentation: https://golang.org/doc/