What skills can I learn in algorithms courses on Coursera?

Coursera's algorithms courses offer valuable skills that are foundational in computer science: Understanding and implementing basic and advanced algorithms Analyzing algorithm efficiency and complexity Designing data structures to optimize software applications Problem-solving techniques for tackling computational challenges Application of algorithms in real-world scenarios, like sorting, searching, and graph operations Hands-on programming skills to implement algorithms in various programming languages

Do I need prior experience in algorithms to start these courses?

Algorithm courses on Coursera are suitable for all experience levels: Beginners can start with courses that introduce basic concepts and simple algorithms. Those with some background might choose intermediate courses focusing on more complex algorithms and their applications. Advanced courses are suitable for those who have a strong foundation in computer science and want to deepen their understanding of algorithmic theory and applications.

What certifications and credentials are available for algorithms courses?

Coursera offers several ways to validate your skills in algorithms: Professional certificates designed to help build and showcase your analytical skills in technical roles. Specialized course certificates that document your learning in particular aspects of algorithms, such as cryptographic methods or data structures. Credentials developed in partnership with respected computer science institutions, adding recognized value to your educational achievements.

What career opportunities are available with skills in algorithms?

Skills in algorithms are crucial for a variety of technical careers: Software Engineer , developing efficient, scalable software Data Analyst , using algorithms to process and analyze large data sets Machine Learning Engineer , applying algorithms to build and train intelligent systems Operations Research Analyst , optimizing and improving business processes Academic Researcher, contributing to the advancement of computational theories and practices

Top Algorithms Courses - Learn Algorithms Online

Results for "algorithms"

Status: Free Trial
University of Colorado Boulder
Foundations of Data Structures and Algorithms
Skills you'll gain: Algorithms, Data Structures, Graph Theory, Operations Research, Theoretical Computer Science, Public Key Cryptography Standards (PKCS), Computer Programming, Computational Thinking, Cryptography, Programming Principles, Computer Science, Applied Mathematics, Tree Maps, Encryption, Python Programming, Combinatorics, Data Science, Advanced Mathematics, Mathematical Modeling, Design Strategies
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
871 reviews
Advanced · Specialization · 3 - 6 Months
Status: Free
Princeton University
Analysis of Algorithms
Skills you'll gain: Combinatorics, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, Graph Theory, Data Structures, Advanced Mathematics, Mathematical Modeling, Probability
4.4
Rating, 4.4 out of 5 stars
1K reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Dynamic Programming, Greedy Algorithms
Skills you'll gain: Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Computational Thinking, Computer Science, Programming Principles, Python Programming, Advanced Mathematics, Design Strategies, Mathematical Theory & Analysis, Data Analysis, Analysis
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
231 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Approximation Algorithms and Linear Programming
Skills you'll gain: Operations Research, Algorithms, Applied Mathematics, Graph Theory, Combinatorics, Computational Thinking, Mathematical Modeling, Theoretical Computer Science, Python Programming
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
49 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
Google
Google Advanced Data Analytics
Skills you'll gain: Data Storytelling, Data Visualization, Data Ethics, Exploratory Data Analysis, Sampling (Statistics), Data Presentation, Data Visualization Software, Feature Engineering, Regression Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Advanced Analytics, Data Analysis, Tableau Software, Data Science, Statistical Analysis, Machine Learning, Object Oriented Programming (OOP), Interviewing Skills, Python Programming
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
9.4K reviews
Advanced · Professional Certificate · 3 - 6 Months
EIT Digital
I/O-efficient algorithms
Skills you'll gain: Data Structures, Theoretical Computer Science, Data Storage Technologies, Algorithms, Graph Theory, File Systems, Data Access, Performance Tuning, Computer Hardware
4.6
Rating, 4.6 out of 5 stars
60 reviews
Advanced · Course · 1 - 3 Months

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Status: Free Trial
University of Colorado Boulder
Advanced Data Structures, RSA and Quantum Algorithms
Skills you'll gain: Public Key Cryptography Standards (PKCS), Cryptography, Data Structures, Algorithms, Encryption, Theoretical Computer Science, Computer Science, Computational Thinking, Data Storage Technologies, Linear Algebra, Python Programming, Arithmetic
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
37 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
Google
Google Advanced Data Analytics Capstone
Skills you'll gain: Data Visualization, Data Presentation, Regression Analysis, Advanced Analytics, Statistical Analysis, Data Analysis, Business Analysis, Python Programming, Machine Learning Methods, Artificial Intelligence, Machine Learning, Portfolio Management
4.8
Rating, 4.8 out of 5 stars
1.3K reviews
Advanced · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
University of Colorado Boulder
Security & Ethical Hacking: Attacking Web and AI Systems
Skills you'll gain: Open Web Application Security Project (OWASP), Cyber Security Assessment, Exploitation techniques, Server Side, Application Security, Artificial Intelligence and Machine Learning (AI/ML), Vulnerability Scanning, Responsible AI, Data Security, Cyber Attacks, Security Awareness, Generative AI, Large Language Modeling, Personally Identifiable Information, Business Logic
Build toward a degree
Advanced · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
University of Colorado Boulder
Modern AI Models for Vision and Multimodal Understanding
Skills you'll gain: Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Linear Algebra, Supervised Learning
Build toward a degree
Advanced · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Advanced C++ Features and Data Structures
Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Data Structures, Software Design Patterns, Programming Principles, File Management, Algorithms, Simulations
Advanced · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Advanced AI Techniques and Behavior in Unity
Skills you'll gain: Software Design Patterns
Advanced · Course · 1 - 4 Weeks