Advanced Algorithms Courses
Advanced Algorithms courses can help you learn sorting techniques, graph algorithms, dynamic programming, and complexity analysis. You can build skills in problem-solving, optimizing code efficiency, and applying algorithmic strategies to real-world challenges. Many courses introduce tools like Python, C++, and Java, along with libraries such as NumPy and TensorFlow, that support implementing algorithms in software development and artificial intelligence projects.
Popular Advanced Algorithms Courses and Certifications
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Quantum computing, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Design Strategies, Cryptographic Protocols, Applied Mathematics, Tree Maps, Encryption, Network Model, Combinatorics, Data Science, Mathematical Software, Python Programming
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Operations Research, Theoretical Computer Science, Network Analysis, Computer Science, Big Data, Python Programming, Model Optimization
Status: FreePrinceton University
Skills you'll gain: Combinatorics, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, Data Structures, Advanced Mathematics, Mathematical Modeling, Probability, Applied Mathematics, Calculus
Status: Free TrialSkills you'll gain: Data Structures, Algorithms, Computational Thinking, Solution Design, Model Optimization, Computational Logic
28DIGITAL
Skills you'll gain: File I/O, Data Structures, Theoretical Computer Science, Algorithms, Memory Management, Graph Theory, Data Access, Performance Tuning
What brings you to Coursera today?
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Graph Theory, Data Structures, Algorithms, Tree Maps, Theoretical Computer Science, Analysis, Python Programming
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Quantum computing, Public Key Cryptography Standards (PKCS), Cryptography, Data Structures, Cryptographic Protocols, Algorithms, Encryption, Theoretical Computer Science, Computer Science, Programming Principles, Mathematical Software, Advanced Mathematics
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Operations Research, Algorithms, Graph Theory, Network Model, Combinatorics, Mathematical Software, Mathematical Modeling, Theoretical Computer Science, Model Optimization, Python Programming
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Data Structures, Design Strategies, Quantum computing, Applied Mathematics, Python Programming, Analysis
Status: Free TrialCorporate Finance Institute
Skills you'll gain: Classification Algorithms, Data Preprocessing, Matplotlib, Feature Engineering, Data Visualization, Model Evaluation, Data Import/Export, Exploratory Data Analysis, Plot (Graphics), Pandas (Python Package), Data Presentation, Data Science, NumPy, Regression Analysis, Data Analysis, Data Structures, Data Wrangling, Correlation Analysis, Portfolio Management, Predictive Analytics
Status: NewStatus: Free TrialSkills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Convolutional Neural Networks, Deep Learning, Natural Language Processing, Embeddings, Hugging Face, Computer Vision, Supervised Learning, Classification Algorithms, Data Preprocessing, Predictive Modeling, Machine Learning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Probability & Statistics, Machine Learning Algorithms
Status: Free TrialCoursera
Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing
What brings you to Coursera today?
In summary, here are 10 of our most popular algorithms courses
- Foundations of Data Structures and Algorithms:Â University of Colorado Boulder
- Advanced Algorithms and Complexity:Â University of California San Diego
- Analysis of Algorithms:Â Princeton University
- Advanced Algorithms and Problem-Solving Techniques:Â Packt
- I/O-efficient algorithms:Â 28DIGITAL
- Trees and Graphs: Basics:Â University of Colorado Boulder
- Advanced Data Structures, RSA and Quantum Algorithms:Â University of Colorado Boulder
- Approximation Algorithms and Linear Programming:Â University of Colorado Boulder
- Dynamic Programming, Greedy Algorithms:Â University of Colorado Boulder
- Practical Data Science for Data Analysts:Â Corporate Finance Institute
