Distributed Algorithms Courses and Certifications

Hussein Nasser

Consistent Hashing - The Backend Engineering Show

Explains how consistent hashing reduces data movement when servers are added or removed in distributed databases.

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

Cloud Computing Concepts: Part 2

6 ratings

Implement distributed computing concepts in C++: leader election, mutual exclusion, transactions and concurrency control, replication, stream and graph processing, distributed file systems, and security.

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

Design and Analysis of Algorithms

2 ratings

Master techniques for designing efficient algorithms: divide-and-conquer, randomization, dynamic programming, greedy methods, max flow, NP-completeness, approximation and distributed algorithms, cryptography, and cache-oblivious data structures.

• MIT OpenCourseWare
• 39 hours
• Self-Paced
• Free Video

System Validation (2): Model process behaviour

10 ratings at Coursera

Model the behaviour of protocols and distributed algorithms with sequential and parallel composition and data types, keeping specifications simple enough to avoid state space explosion.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

CppCon

Distributed Ranges: A Model for Building Distributed Data Structures, Algorithms, and Views

Explore distributed ranges for building scalable data structures and algorithms across clusters. Learn to implement generic, interoperable distributed computing solutions using modern C++ features.

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

IIT Delhi;  NPTEL

Advanced Distributed Systems

Explore advanced distributed systems through DHTs, logical clocks, consensus protocols, CAP theorem, blockchains, and distributed storage technologies.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

IIT Bombay;  NPTEL

Distributed Optimization and Machine Learning

Design and analyze distributed optimization algorithms under communication, network, computational, and robustness constraints, with applications to machine learning.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Strange Loop Conference

Raft - The Understandable Distributed Protocol

An understandable walkthrough of Raft, covering leader election, log replication, network partitions, and practical implementation.

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

Strange Loop Conference

Correctness Proofs of Distributed Systems with Isabelle

Learn how Isabelle/HOL uses interactive theorem proving to establish correctness properties of distributed algorithms through mathematical reasoning and invariants.

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

CMU Database Group

Introduction to Distributed Databases - Lecture 21

Explore distributed database systems, their architectures, and key concepts for scalable data management across multiple nodes.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Reliable Distributed Algorithms - Part 1

1 rating

This course gives a comprehensive introduction to the theory and practice of distributed algorithms for designing scalable, reliable services.

• edX
• 5 weeks
• No Longer Offered
• Free Online Course

Reliable Distributed Algorithms - Part 2

The course will help students gain an in-depth understanding of distributed algorithms to build reliable and scalable distributed services.

• edX
• 5 weeks
• No Longer Offered
• Free Online Course

USENIX

Building Blocks of Distributed Systems - Parts 1 & 2

An interactive design review of a large data-processing pipeline explores orchestration, load balancing, consensus, queues, and storage trade-offs in distributed systems.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

How to Have Your Causality and Wall Clocks, Too

Learn how distributed monotonic clocks preserve causality while remaining close to wall-clock time in distributed systems.

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

GOTO Conferences

Clustered Event-Driven Services

A clustered service uses Raft to replicate state while separating infrastructure concerns from application logic.

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