Data Abstraction Courses and Certifications

ACCU Conference

The Data Abstraction Talk

Explore data abstraction's impact on code design, information hiding, and software architecture across programming paradigms. Learn to balance visibility and encapsulation for better dependency management and API evolution.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

Functional Programming Principles in Scala

65 reviews

In this course you will discover the elements of the functional programming style and learn how to apply them usefully in your daily programming tasks.

• Coursera
• 2 days 8 hours
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Diving Into C++ Classes

Master C++ classes and object-oriented programming through hands-on practice with constructors, encapsulation, methods, and class composition to build robust software architectures.

• CodeSignal
• On-Demand
• Free Certificate

Data Science Decisions in Time: Information Theory & Games

Explore decision-making in dynamic environments through game theory, cooperative games, and opponent prediction. Learn to optimize strategies in complex social interactions and extract relevant features for informed choices.

• Coursera
• 1 day 4 minutes
• On-Demand
• Free Online Course (Audit)

How to Code: Complex Data

5 reviews

Learn how to design more complex programs, using new data structures, abstraction, and generative recursion.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Functional Programming Principles in Scala (Scala 2 version)

58 ratings at Coursera

Découvrez les principes de la programmation fonctionnelle en Scala. Apprenez à modéliser des domaines métier, implémenter des logiques, et raisonner sur les programmes fonctionnels à travers des exemples pratiques.

• Coursera
• 1 day 20 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Paradigms of Computer Programming – Fundamentals

5 reviews

This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Paradigms of Computer Programming – Abstraction and Concurrency

5 reviews

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Learn Object Oriented PHP By Building a Complete Website

7848 ratings at Udemy

Master object-oriented PHP by building a website. Learn classes, objects, abstraction, inheritance, and database integration. Gain practical skills through hands-on coding and real-world application.

• Udemy
• 4 hours 29 minutes
• On-Demand
• Paid Course

Data Structures and OOP with C++ : CS104, CS105 Masterclass

408 ratings at Udemy

Master the art of OOP and data structures using C++. Enroll in CS104, C105 Masterclass now and boost your coding skills!

• Udemy
• 8 hours 28 minutes
• On-Demand
• Paid Course

OOP in Python

109 ratings at Udemy

Master object-oriented programming in Python: create classes, implement inheritance, and leverage encapsulation for efficient, reusable code. Gain practical skills for solving real-world problems.

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

Object Oriented Programming(OOP) - Become a Master developer

102 ratings at Udemy

The complete guide to understanding OOP and becoming a top notch developer with exercises and free source code!

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Microcredential

Software Development

1 review

Learn to develop software efficiently by recognizing patterns, mastering key technologies, and applying systematic approaches. Gain skills to quickly adapt to new programming languages and tools.

• edX
• 37 weeks, 6-7 hours a week
• On-Demand
• $925.00
• 4 courses

Software Construction: Data Abstraction

1 review

Learn powerful data abstraction and decomposition techniques to build large, complex programs.

• edX
• 6 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Patterns and Parsimony - High-Level Representations in Scientific Modeling

Explore the role of compression in developing effective high-level representations for scientific modeling, and discover why good representations require more than simplicity alone.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video