Programming Paradigms Courses and Certifications

Java

Marshalling - Data-Oriented Serialization

Explore modern data-oriented serialization techniques in Java, moving beyond traditional Java Serialization for safer, simpler object externalization.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Object-Oriented Programming in Python

795 ratings at DataCamp

Object-oriented programming (OOP) is a widely used programming paradigm that reduces development times—making it easier to read, reuse, and maintain your code.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Parallel programming

6 ratings

Learn task and data parallelism in Scala: parallelize map, reduce and scan, microbenchmark parallel code, and apply parallel collections to algorithms like k-means clustering.

• Coursera
• 4 weeks, 8 hours a week
• Self-Paced
• Paid Course

GeeCON Conference

Data-Oriented Programming in Java - Recent Language Additions and Principles

Explore data-oriented programming in Java, its principles, and recent language additions like records and pattern matching. Convert an OOP application to showcase advantages in microservices.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Code Sync

The Work Done by Something Else - Exploring Declarative Programming

Explore declarative programming through everyday and exotic examples. Gain insights into abstraction, automation, and the philosophy of programming for practical knowledge.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Career Certificate

Functional Programming in Scala

10660 ratings at Coursera

Learn functional programming in Scala from its basic building blocks, then scale up to parallel programming on multicore machines and distributed data analysis with Apache Spark.

• Coursera
• 20 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses

Object-Oriented Programming with S3 and R6 in R

296 ratings at DataCamp

Object-oriented programming (OOP) lets you specify relationships between functions and the objects that they can act on, helping you manage complexity in your code.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

GOTO Conferences

Programming Across Paradigms

A comparison of major programming paradigms asks whether one is best and what programmers can learn from approaches beyond their favorite.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

Foundations of Functional Programming with purrr

94 ratings at DataCamp

Lists can be difficult to both understand and manipulate, but they can pack a ton of information and are very powerful.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Parallel Programming in R

78 ratings at DataCamp

Speed Up Your Code with Parallel Programming R programming language is a key part of the modern tech stack.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Object Oriented Programming in Java

42 ratings at Udacity

Learn how to apply powerful object-oriented programming concepts in Java

• Udacity
• 9 hours
• Self-Paced
• Free Online Course

Object-Oriented JavaScript

14 ratings at Udacity

Build classes that encapsulate data and behavior, use prototypal inheritance to keep code DRY, and create private state with closures and IIFEs in JavaScript.

• Udacity
• 9 hours
• Self-Paced
• Free Online Course

Parallel Computing in R

This course covers in detail the tools available in R for parallel computing.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Building Applications with OOP in Python

Master the fundamentals of object-oriented programming, including inheritance, polymorphism, type hinting, abstract base classes, and interfaces.

• DataCamp
• 11 hours
• Self-Paced
• Free Trial Available

Object-Oriented Programming in C++

Learn C++ object-oriented design through class hierarchies, polymorphism, templates, robust error handling, and a system monitoring project.

• Udacity
• 12 hours
• Self-Paced
• Paid Course