Advanced Algorithms Courses and Certifications

Packt

Advanced Algorithms and Problem-Solving Techniques

Master dynamic programming, greedy algorithms, and bit manipulation to solve complex optimization problems with advanced techniques like memoization and tabulation.

• Coursera
• 14 hours 48 minutes
• On-Demand
• 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
• On-Demand
• 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 a week
• On-Demand
• 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
• On-Demand
• Free Trial Available

Learn Advanced Algorithms with Python: String Searching Algorithms

12 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Meeting Cpp

Advanced SIMD Algorithms in Pictures

Explore non-trivial SIMD algorithms like strcmp, set_intersect, and sort through visual explanations. Demystify vectorized algorithms for those with basic CS knowledge.

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

CppCon

More C++ Ranges Please - Exploring Advanced Algorithms and Applications

Explore advanced C++20/23 range algorithms, including sorted ranges, range-of-ranges operations, and permutations. Gain insights into potential STL additions for enhanced expressiveness and performance.

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

Great Learning

Data Structures and Algorithms in Java - From Fundamentals to Advanced Concepts

Master data structures and algorithms in Java, from arrays and linked lists to advanced concepts like trees, graphs, and sorting algorithms. Build practical coding skills and learn to optimize your programs.

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

UofU Data Science

Advanced Algorithms - Fall 2016

Master sophisticated algorithmic techniques and data structures through comprehensive university-level lectures covering advanced computational problem-solving methods.

• YouTube
• 1 day 5 hours 55 minutes
• On-Demand
• Free Video