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
École normale supérieure
Approximation Algorithms Part I
Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Computational Thinking, Operations Research, Linear Algebra, Mathematical Modeling, Solution Design, Probability
4.7
Rating, 4.7 out of 5 stars
554 reviews
Mixed · Course · 1 - 3 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, Analysis
4.6
Rating, 4.6 out of 5 stars
60 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
Tsinghua University
Data Structures and Algorithms (IV)
Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, System Design and Implementation, Computer Programming, Computational Thinking
2.7
Rating, 2.7 out of 5 stars
7 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of California San Diego
Advanced Data Structures in Java
Skills you'll gain: Graph Theory, Data Structures, Java Programming, Java, Object Oriented Design, Software Design, Algorithms, Theoretical Computer Science, Maintainability, Object Oriented Programming (OOP), Network Routing, Computational Thinking, Application Development, Debugging
4.8
Rating, 4.8 out of 5 stars
1.2K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of California San Diego
Algorithms on Strings
Skills you'll gain: Bioinformatics, Algorithms, Data Structures, Theoretical Computer Science, Computational Thinking, Precision Medicine, Life Sciences
4.5
Rating, 4.5 out of 5 stars
1.1K reviews
Intermediate · Course · 1 - 4 Weeks
The University of Melbourne
Solving Algorithms for Discrete Optimization
Skills you'll gain: Operations Research, Advanced Mathematics, Combinatorics, Algorithms, Applied Mathematics, Graph Theory, Mathematical Modeling, Computational Thinking, Performance Tuning, Linear Algebra
4.7
Rating, 4.7 out of 5 stars
43 reviews
Intermediate · Course · 1 - 4 Weeks
Universidade de São Paulo
Introdução à Ciência da Computação com Python Parte 1
Skills you'll gain: Debugging, Computational Thinking, Programming Principles, Data Structures, Computer Programming, Program Development, Integrated Development Environments, Computer Science, Python Programming, Algorithms
4.9
Rating, 4.9 out of 5 stars
7.4K reviews
Beginner · Course · 1 - 3 Months
Status: Free
École normale supérieure
Approximation Algorithms Part II
Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Linear Algebra, Solution Design, Mathematical Modeling, Probability
4.8
Rating, 4.8 out of 5 stars
44 reviews
Mixed · Course · 1 - 4 Weeks
Fred Hutchinson Cancer Center
Practical Steps for Building Fair AI Algorithms
Skills you'll gain: ChatGPT, Generative AI, Data Ethics, Algorithms, Artificial Intelligence, Large Language Modeling, Applied Machine Learning, Predictive Analytics, Machine Learning, Ethical Standards And Conduct, Law, Regulation, and Compliance, Diversity Awareness, Data-Driven Decision-Making, Health Disparities, Software Documentation
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of California, Santa Cruz
Go and C++: Programming in Two Successor Languages of C
Skills you'll gain: C++ (Programming Language), Go (Programming Language), Data Structures, Object Oriented Programming (OOP), Software Design Patterns, Debugging, Object Oriented Design, Programming Principles, Unit Testing, Algorithms, C (Programming Language), Program Development, Integrated Development Environments, Computer Programming, Software Testing, Computer Science, Graph Theory, File Management, Artificial Intelligence, Integration Testing
4.4
Rating, 4.4 out of 5 stars
2.5K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
University of California, Santa Cruz
C and Go: Classical and Modern Programming
Skills you'll gain: Go (Programming Language), Debugging, C (Programming Language), Data Structures, C++ (Programming Language), Object Oriented Design, Object Oriented Programming (OOP), Code Review, Programming Principles, Computer Programming, Unit Testing, Algorithms, Command-Line Interface, Program Development, Integrated Development Environments, Software Testing, Computer Science, Computational Thinking, File Management, Integration Testing
4.5
Rating, 4.5 out of 5 stars
7.1K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
University of California, Santa Cruz
C, Go, and C++: A Comprehensive Introduction to Programming
Skills you'll gain: C++ (Programming Language), Go (Programming Language), Debugging, C (Programming Language), Data Structures, Object Oriented Programming (OOP), Software Design Patterns, Object Oriented Design, Code Review, Programming Principles, Computer Programming, Unit Testing, Algorithms, Command-Line Interface, Program Development, Integrated Development Environments, Software Testing, Computer Science, Computational Thinking, Graph Theory
4.5
Rating, 4.5 out of 5 stars
9.4K reviews
Intermediate · Specialization · 3 - 6 Months