Advanced Algorithms Courses and Certifications

Advanced Algorithms - COMPSCI 224

41 reviews

Explore cutting-edge algorithmic techniques through comprehensive lectures, enhancing problem-solving skills and deepening understanding of complex computational challenges.

• YouTube
• 1 day 11 hours
• On-Demand
• Free Video

Advanced Algorithms and Complexity

701 ratings at Coursera

Explore advanced algorithms for network flows, linear programming, NP-complete problems, and streaming. Learn to solve complex computational challenges and optimize real-world systems efficiently.

• Coursera
• 1 day 3 hours 15 minutes
• On-Demand
• Paid Course

Enhance Python skills with advanced algorithms and data structures, including deques, string searching, trees, and Hamiltonian algorithms for efficient problem-solving and software development.

• Codecademy
• 6 hours
• On-Demand
• Free Trial Available

DeepLearning.AI;  Stanford

Advanced Learning Algorithms

8621 ratings at Coursera

Explore neural networks, decision trees, and best practices in machine learning. Build and train models using TensorFlow, apply multi-class classification, and learn ensemble methods for real-world AI applications.

• Coursera
• 1 day 10 hours 18 minutes
• On-Demand
• Paid Course

Simons Institute

Fast Spectral Algorithms from Sum-of-Squares Analyses

Explore efficient spectral algorithms derived from sum-of-squares analyses, focusing on hierarchies, extended formulations, and matrix-analytic techniques in computational complexity.

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

Association for Computing Machinery (ACM)

Dynamic Algorithms for LIS and Distance to Monotonicity

Explore dynamic algorithms for Longest Increasing Subsequence and Distance to Monotonicity, covering Patience Sorting, runtime improvements, and grid packing techniques.

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

Advanced Algorithms (Graph Algorithms) in Java

1351 ratings at Udemy

Breadth-First Search, Depth-First Search, Shortest Path, Arbitrage, Strongly Connected Components and Maximum Flow

• Udemy
• 12 hours 32 minutes
• On-Demand
• Paid Course

Advanced Trading Algorithms

533 ratings at Coursera

Learn to build and test robust trading strategies using accruals, beta, momentum, and G-Score. Develop scientific backtesting methods, incorporate transaction costs, and measure risk-adjusted returns.

• Coursera
• 11 hours 10 minutes
• On-Demand
• Paid Course

Advanced Algorithms in Java

516 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
• On-Demand
• Paid Course

Advanced Data Structures, RSA and Quantum Algorithms

59 ratings at Coursera

Explore number-theory cryptography, quantum algorithms, and advanced data structures. Learn RSA, Grover's search, Shor's algorithm, B-Trees, and Tries for practical applications in computer science.

• Coursera
• 1 day 20 hours 46 minutes
• On-Demand
• Paid Course

Advanced Algorithms and Data Structures in Python

69 ratings at Udemy

Fenwick trees, Caches, Splay Trees, Prefix Trees (Tries), Substring-Search Algorithms and Travelling Salesman Problem

• Udemy
• 10 hours 21 minutes
• On-Demand
• Paid Course

Packt

Quantum Computing with Qiskit and Advanced Algorithms

26 ratings at Coursera

Master quantum computing fundamentals and advanced algorithms using Qiskit. Implement teleportation, Bernstein-Vazirani, Deutsch, Grover's, and Shor's algorithms on IBM quantum computers. Gain practical skills for real-world applications.

• Coursera
• 8 hours 57 minutes
• On-Demand
• Paid Course

Fractal Analytics

Advanced Machine Learning Algorithms

12 ratings at Coursera

Explore advanced machine learning algorithms, from regularization to ensemble methods. Master feature engineering, hyperparameter tuning, and model selection for enhanced predictive accuracy and real-world applications.

• Coursera
• 20 hours 43 minutes
• On-Demand
• Paid Course

Packt

Advanced Data Structures and Algorithms

Master essential data structures and algorithms through hands-on practice with recursion, searching, sorting, and traversal techniques. Build efficient solutions for complex programming challenges and optimize algorithmic performance.

• Coursera
• 9 hours 55 minutes
• On-Demand
• Paid Course

Packt

Advanced ML Algorithms & Unsupervised Learning

Master advanced machine learning techniques including Random Forest, SVM, PCA, K-Means clustering, and deep learning fundamentals to build more powerful predictive models and uncover patterns in unlabeled data.

• Coursera
• 8 hours 43 minutes
• On-Demand
• Paid Course