Simulated Annealing Courses and Certifications

Confreaks

Simulated Annealing: The Most Metal Algorithm Ever - Lecture

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
• 4 weeks
• On-Demand
• Free Online Course

Optimization with Metaheuristics in Python

894 ratings at Udemy

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

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

Artificial Intelligence I: Meta-Heuristics and Games in Java

727 ratings at Udemy

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

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

C++ Machine Learning Algorithms Inspired by Nature

40 ratings at Udemy

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

• Udemy
• 2-3 hours
• 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

Stereo Vision and Depth Perception in Computer Vision - Lecture 16

Explore stereo vision techniques, including shape reconstruction, rectification, correspondence, and correlation methods for depth perception in computer vision applications.

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

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

Andreas Geiger

Estimating Human Motion: Past, Present, and Future

Explore the evolution of human motion estimation techniques, from early computer vision approaches to modern 3D body modeling, with insights on challenges and future directions.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

ACCU Conference

Turtles! Hill Climbing! Hammers! Paper Bags!

Explore optimization techniques through turtle graphics, from hill climbing to simulated annealing, laying the groundwork for understanding neural networks and machine learning concepts.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Conference Talk

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

Alan Turing Institute

Interacting Particle Systems for Expectation Maximization in Latent Variable Models

Explore a novel interacting particle system for EM optimization in latent variable models, featuring Langevin diffusion analysis and non-asymptotic concentration bounds for maximum likelihood estimation.

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

CppNow

Distributed Parametric Optimization with the Geneva Library

Explore Geneva, an open-source library for distributed optimization algorithms, leveraging Boost libraries to solve large-scale parametric problems on multi-core systems, clusters, and cloud environments.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Conference Talk

USENIX

Collie - Finding Performance Anomalies in RDMA Subsystems

Discover a tool for uncovering performance anomalies in RDMA subsystems, exploring its design, implementation, and effectiveness in finding and addressing hardware-related issues.

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