Algorithm Design Courses and Certifications

ChatGPT Complete Course - Prompt Engineering for ChatGPT

13325 ratings at Udemy

ChatGPT, ChatGPT App Store, Prompt Engineering in ChatGPT, AI Prompt Engineering, Learn Prompt Design and Generative AI

• Udemy
• 5 hours 57 minutes
• On-Demand
• Paid Course

Intro to Algorithms

6 reviews

This class will give you an introduction to the design and analysis of algorithms, enabling you to analyze networks and discover how individuals are connected.

• Udacity
• 16 hours
• On-Demand
• Free Online Course

Introduction to Graduate Algorithms

1 review

Learn advanced techniques for designing algorithms and apply them to hard computational problems.

• Udacity
• 20 hours
• On-Demand
• Free Online Course

The Design and Analysis of Algorithm Masterclass

659 ratings at Udemy

Algorithm & Data Structures will help you to Crack Coding Interviews (C/C++Java/Python) Learn Algorithm Data Structures

• Udemy
• 12 hours 33 minutes
• On-Demand
• Paid Course

UBits

Programar desde cero en pseudocódigo

Aprende a diseñar algoritmos y resolver problemas con pseudocódigo y PSeint. Desarrolla habilidades en manejo de variables, operadores y estructuras condicionales para crear soluciones programables eficientes.

• Coursera
• 3 hours 5 minutes
• On-Demand
• Paid Course

Simons Institute

Circuit Lower Bounds from Algorithm Design - An Overview I

Explore circuit lower bounds in computational complexity, focusing on algorithm design techniques and their implications for NP problems and Boolean functions.

• YouTube
• 53 minutes
• On-Demand
• Free Video

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)

Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

829 ratings at Coursera

Explore advanced graph algorithms, NP-completeness, and strategies for tackling computationally intractable problems. Learn Bellman-Ford, Floyd-Warshall, and heuristic approaches for complex algorithmic challenges.

• Coursera
• 13 hours 27 minutes
• On-Demand
• Paid Course

NPTEL;  Chennai Mathematical Institute

Design and Analysis of Algorithms

8 reviews

Learn algorithm design and analysis, covering sorting, graphs, dynamic programming, and complexity theory. Gain practical skills in efficient problem-solving and algorithm implementation.

• YouTube
• 15 hours
• On-Demand
• Free Video

Advanced Data Structures in Java

1241 ratings at Coursera

Explore advanced data structures and algorithms for real-world problem-solving, focusing on graphs and their applications in route planning, network optimization, and resource allocation.

• Coursera
• 1 day 5 hours 42 minutes
• On-Demand
• Paid Course

Simons Institute

Fine-Grained Complexity and Algorithm Design for Graph Reachability and Distance Problems

Explore advanced algorithms for graph reachability and distance problems, focusing on fine-grained complexity analysis and innovative design techniques.

• YouTube
• 52 minutes
• On-Demand
• Free Video

GERAD Research Center

Policy Revision Dynamics and Algorithm Design in Stochastic and Mean-Field Games

Explore policy dynamics and algorithm design in stochastic and mean-field games, focusing on decentralized learning algorithms for multi-agent systems and near-equilibrium convergence.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Simons Institute

Learning-Theoretic Foundations of Algorithm Design

Discover insights into AI applications for mathematics and theoretical computer science in this talk by Maria-Florina Balcan from Carnegie Mellon University.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Sundeep Saradhi Kanthety

Divide and Conquer Algorithm Design - Design and Analysis of Algorithms

Master divide and conquer algorithms through practical examples. Enhance problem-solving skills and optimize algorithmic design for efficient solutions in computer science and programming.

• YouTube
• 2 hours 18 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Hamiltonian-oriented Quantum Algorithm Design and Implementation - Part 2 of 2

Explore advanced Hamiltonian-oriented quantum algorithm design and implementation techniques for quantum simulation applications.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video