Dynamic programming Courses and Certifications

GERAD Research Center

Optimal Control Problems with a Stochastic Switching Time - A Marketing Application

Explore dynamic optimization for advertising strategies under uncertain production costs. Learn two approaches for solving two-stage optimal control problems in marketing applications.

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

GERAD Research Center

On the Solution of Pseudo-Polynomial Dynamic Programs Involving Large Magnitudes

Explore an iterative algorithm for solving pseudo-polynomial dynamic programs with large magnitudes, focusing on optimization techniques and practical applications.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Centre International de Rencontres Mathématiques

A New Approach to Principal-Agent Problems with Volatility Control

Discover a simplified approach to continuous-time principal-agent problems using standard BSDEs instead of complex second-order equations, with applications to multi-agent frameworks.

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

Fields Institute

Dynamic Optimization - Concepts and Solution

Explore dynamic optimization concepts and solution methods in this mathematical seminar covering key theoretical foundations and practical applications.

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

Microcredential

Four-Week Coding Interview Prep in Python

1087 ratings at CodeSignal

Master Python coding interview skills through foundational exercises, classic problems, complex algorithms, and advanced data structures - from string manipulation to graph algorithms.

• CodeSignal
• 12 hours
• On-Demand
• Free Certificate
• 4 courses

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

Computability, Complexity & Algorithms

1 review

Learn tools and techniques that will help you recognize when problems you encounter are intractable and when there an efficient solution.

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

Artificial Intelligence: Reinforcement Learning in Python

10799 ratings at Udemy

Complete guide to Reinforcement Learning, with Stock Trading and Online Advertising Applications

• Udemy
• 14 hours 43 minutes
• On-Demand
• Paid Course

Nvidia Deep Learning Institute;  Unity Microcredential

Deep Reinforcement Learning

357 ratings at Udacity

Master deep reinforcement learning techniques to train AI agents for navigation, financial trading, and multi-agent systems. Implement classical and modern RL algorithms using PyTorch.

• Udacity
• 83 hours
• On-Demand
• Paid Course

The Julia Programming Language

Seam Carving and Dynamic Programming - Week 2 - MIT Fall 2020

Explore seam carving algorithm for intelligent image resizing, covering edge detection with gradients and optimal path finding using dynamic programming.

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

Tech with Tim

Dynamic Programming Explained - Practical Examples

Explore dynamic programming through practical examples, learning its definition, problem classification, and optimization techniques for efficient algorithm design.

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

Steve Brunton

Model Based Reinforcement Learning - Policy Iteration, Value Iteration, and Dynamic Programming

Explore dynamic programming in model-based reinforcement learning, covering policy iteration, value iteration, and Q-learning for effective decision-making strategies.

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

Algorithmic Thinking (Part 2)

9 reviews

Develop advanced algorithmic skills through divide-and-conquer and dynamic programming techniques. Implement algorithms in Python to analyze real-world datasets, enhancing problem-solving abilities across computational domains.

• Coursera
• 12 hours
• On-Demand
• Paid Course

Learn Data Structures and Algorithms 2 in Python

99 ratings at Boot.dev

Master advanced algorithms in Python, from Dijkstra's and A* Search to Dynamic Programming and Linear Programming. Enhance problem-solving skills and optimize code performance for complex computational challenges.

• Boot.dev
• 22 hours
• On-Demand
• Paid Course

Learn the skills technical interviewers expect you to know—efficiency, common algorithms, manipulating popular data structures, and how to explain a solution.

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