Simulated Annealing Courses and Certifications

Hill Climbing and Simulated Annealing AI Algorithms

101 ratings at Udemy

A micro-credential for learning Inspirations, theories, mathematical models, and applications of HC and SA algorithms

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

Confreaks

Simulated Annealing: The Most Metal Algorithm Ever - Lecture

1 review

Explore simulated annealing algorithm for near-optimal solutions in constrained optimization problems, inspired by metallurgy and applicable to Ruby apps.

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

Artificial Intelligence

This course gives a survey of topics in AI along with in-depth foundational concepts such as classical search, probability, machine learning, logic and planning.

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

Brown University;  Georgia Tech

Machine Learning: Unsupervised Learning

3 reviews

Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? The answer can be found in Unsupervised Learning!

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

Ruby Central

Simulated Annealing - The Most Metal Algorithm Ever

Explore simulated annealing, a metallurgy-inspired algorithm for near-optimal solutions in constrained optimization problems, and learn to implement it using the Annealing gem in Ruby.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

Optimization with Metaheuristics in Python

1006 ratings at Udemy

Learn Simulated Annealing, Genetic Algorithm, Tabu Search, and Evolutionary Strategies, and Learn to Handle Constraints

• Udemy
• 9 hours 52 minutes
• On-Demand
• Paid Course

Artificial Intelligence I: Meta-Heuristics and Games in Java

845 ratings at Udemy

Graph Algorithms, Genetic Algorithms, Simulated Annealing, Swarm Intelligence, Minimax, Heuristics and Meta-Heuristics

• Udemy
• 9 hours 10 minutes
• On-Demand
• Paid Course

Artificial Intelligence: Optimization Algorithms in Python

607 ratings at Udemy

Learn how to build optimization algorithms from the ground up!

• Udemy
• 6 hours 46 minutes
• On-Demand
• Paid Course

AI and Meta-Heuristics (Combinatorial Optimization) Python

194 ratings at Udemy

Graph Algorithms, Genetic Algorithms, Simulated Annealing, Swarm Intelligence, Heuristics, Minimax and Meta-Heuristics

• Udemy
• 17 hours 34 minutes
• On-Demand
• Paid Course

C++ Machine Learning Algorithms Inspired by Nature

52 ratings at Udemy

Study the Genetic Algorithm, Simulated Annealing, Ant Colony Optimization, Differential Evolution by Coding from Scratch

• Udemy
• 2 hours 51 minutes
• On-Demand
• Paid Course

NPTEL;  IIT Madras

Artificial Intelligence

Comprehensive exploration of AI concepts, algorithms, and techniques, covering search strategies, optimization methods, game playing, planning, constraint satisfaction, and knowledge-based systems.

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

NITTTR

Fundamentals of AI

Explore fundamental AI concepts including intelligent agents, search strategies, problem-solving techniques, planning, logic, and inference mechanisms for building AI solutions.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Reducible

The Traveling Salesman Problem - When Good Enough Beats Perfect

Explore heuristic approaches and optimization techniques for the Traveling Salesman Problem, including nearest neighbor, greedy, Christofides, local search, simulated annealing, and ant colony optimization.

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

Jeff Heaton

Introduction to Neural Networks for Java

Master neural network programming fundamentals in Java through hands-on implementation of algorithms, backpropagation, genetic algorithms, and real-world applications.

• YouTube
• 6 hours 48 minutes
• On-Demand
• Free Video

Jeff Heaton

Introduction to Neural Networks Programming in C# - 2009

Discover neural network programming fundamentals in C# through hands-on implementation of backpropagation, genetic algorithms, and real-world applications like stock prediction.

• YouTube
• 6 hours 49 minutes
• On-Demand
• Free Video