Advanced Algorithms Courses and Certifications

Packt

Advanced Algorithms, Dynamic Programming & Graph Algorithms

Master dynamic programming, graph algorithms, heaps, and bit manipulation to solve complex coding challenges and ace technical interviews with hands-on Leetcode-style practice.

• Coursera
• 22 hours
• Self-Paced
• Paid Course

Packt

Advanced Data Structures & Algorithms in Practice

Master advanced data structures—heaps, BSTs, graphs, dynamic programming, and segment trees—through hands-on coding challenges and real-world problem-solving to optimize computational solutions.

• Coursera
• 17 hours
• Self-Paced
• Paid Course

Packt

Advanced Deep RL Algorithms and Applications

Master advanced deep RL algorithms—DQN extensions, policy gradients, and actor-critic methods—applying them to gaming, stock trading, and NLP environments to solve complex real-world AI challenges.

• Coursera
• 7 hours
• Self-Paced
• Paid Course

Advanced Algorithms in Java

520 ratings at Udemy

Understand Algorithms and Data structure at a deep level. Grow your career and be ready to answer interview questions!

• Udemy
• 16 hours 16 minutes
• Self-Paced
• Paid Course

Simple Snippets

Data Structures and Algorithms in C++ - Full Course - 2025 Edition - Beginner to Advanced

Master data structures and algorithms in C++ from arrays to graphs, covering sorting, searching, trees, hashing, and Big O analysis with hands-on coding exercises and interview prep.

• YouTube
• 2 days 7 hours 52 minutes
• Self-Paced
• Free Video

NP-Complete Problems

Learn about NP-complete problems, known as hard problems that can’t be solved efficiently, and practice solving them using algorithmic techniques.

• edX
• 3 weeks, 8-10 hours/week
• Self-Paced
• Free Online Course (Audit)

Learn Advanced Algorithms with Python: Hamiltonian Algorithms

17 ratings at Codecademy

Explore Hamiltonian paths and cycles in Python, mastering advanced algorithms for computer graphics and genetics research. Implement powerful tools to solve complex problems efficiently.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available

Learn Advanced Algorithms with Python: String Searching Algorithms

13 ratings at Codecademy

Explore advanced string searching techniques in Python, including Rabin-Karp and Knuth-Morris-Pratt algorithms. Enhance coding skills and optimize string search efficiency.

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available

Quantum Computing: From Basics to Advanced Algorithms

Comprehensive introduction to quantum computing, covering complex numbers, matrices, qubits, quantum gates, circuits, and algorithms. Includes problem sets for hands-on practice.

• freeCodeCamp
• 1 hour 36 minutes
• Self-Paced
• Free Video

Extern Code

Data Structures and Algorithms - Advanced Java Programming Tutorial

Comprehensive Java tutorial covering advanced data structures, algorithms, and practical applications. Includes hands-on projects like web browser and messenger app development.

• YouTube
• 5 hours 56 minutes
• Self-Paced
• Free Video

Advanced Algorithmics and Graph Theory with Python

1 rating

Strengthen your skills in algorithmics and graph theory, and gain experience in programming in Python along the way.

• edX
• 6 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course

Discover AI

Graph-of-Thoughts: From Chain-of-Thoughts to Advanced AI Reasoning Algorithms

Explore the evolution of AI reasoning from Chain-of-Thoughts to Graph-of-Thoughts, discovering advanced algorithms that enhance autonomous agent capabilities and decision-making.

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

UofU Data Science

Advanced Algorithms (Fall 2019)

Master sophisticated algorithmic techniques and computational problem-solving strategies through comprehensive university-level lectures covering advanced topics in algorithm design and analysis.

• YouTube
• 1 day 10 hours 46 minutes
• Self-Paced
• Free Video

Paul G. Allen School

Bandits II - Advanced Algorithms and Applications

Explore advanced bandit algorithms and their applications in decision-making under uncertainty with Kevin Jamieson from the University of Washington.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

CppCon

Advanced SIMD Algorithms in Pictures - Lecture

Explore advanced SIMD algorithms for memcmp, copy_if, and set_intersection through visual explanations. Gain insights into vectorized implementations without prior SIMD knowledge.

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