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
Princeton University
Computer Science: Algorithms, Theory, and Machines
Skills you'll gain: Theoretical Computer Science, Data Structures, Computer Science, Computer Architecture, Algorithms, Programming Principles, Computational Logic, Computational Thinking, Java Programming, Computer Hardware
4.7
Rating, 4.7 out of 5 stars
701 reviews
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Codio
C++: Data Structures and Algorithms
Skills you'll gain: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), Programming Principles, Object Oriented Programming (OOP), Theoretical Computer Science, Computer Programming
4.9
Rating, 4.9 out of 5 stars
8 reviews
Intermediate · Specialization · 1 - 3 Months
National Taiwan University
Operations Research (2): Optimization Algorithms
Skills you'll gain: Operations Research, Linear Algebra, Numerical Analysis, Applied Mathematics, Algorithms, Process Optimization, Engineering Calculations, Program Implementation, Mathematical Software, Computational Thinking, Operational Analysis, Mathematical Modeling, Decision Making, Calculus
4.8
Rating, 4.8 out of 5 stars
150 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Princeton University
Analysis of Algorithms
Skills you'll gain: Combinatorics, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, 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
Algorithms for Searching, Sorting, and Indexing
Skills you'll gain: Data Structures, Algorithms, Pseudocode, Computational Thinking, Programming Principles, Analysis, Big Data, Probability & Statistics
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
494 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Dynamic Programming, Greedy Algorithms
Skills you'll gain: Theoretical Computer Science, Algorithms, Data Structures, Computational Thinking, Computer Programming, Computational Logic, Computer Science, Advanced Mathematics, Mathematical Theory & Analysis, Program Development, Analysis, Design Strategies, Data Analysis
4.6
Rating, 4.6 out of 5 stars
221 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
Multiple educators
Machine Learning
Skills you'll gain: Unsupervised Learning, Supervised Learning, Machine Learning Methods, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Jupyter, Data Ethics, Decision Tree Learning, Tensorflow, Scikit Learn (Machine Learning Library), Artificial Intelligence, NumPy, Predictive Modeling, Deep Learning, Reinforcement Learning, Random Forest Algorithm, Feature Engineering
Build toward a degree
4.9
Rating, 4.9 out of 5 stars
34K reviews
Beginner · Specialization · 1 - 3 Months
Status: Free Trial
IBM
Python for Data Science, AI & Development
Skills you'll gain: Jupyter, Python Programming, Data Structures, Web Scraping, Data Manipulation, Programming Principles, Pandas (Python Package), Computer Programming, Object Oriented Programming (OOP), Restful API, NumPy, Application Programming Interface (API), Data Analysis, Data Import/Export, File Management
4.6
Rating, 4.6 out of 5 stars
41K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Meta
Coding Interview Preparation
Skills you'll gain: Data Structures, Algorithms, Software Visualization, Pseudocode, Programming Principles, Computational Thinking, Computer Science, Technical Communication, Computational Logic, Program Development
4.7
Rating, 4.7 out of 5 stars
692 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Microsoft
Data Structures and Algorithms
Skills you'll gain: Graph Theory, Data Structures, Microsoft Copilot, .NET Framework, Algorithms, Back-End Web Development, C# (Programming Language), Performance Tuning, Programming Principles, Microsoft Development Tools, Scalability
Beginner · Course · 1 - 3 Months
Clemson University
Design and Analysis of Algorithms
Skills you'll gain: Graph Theory, Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Applied Mathematics, Combinatorics, Performance Testing, Computer Science, Computer Programming, Design Strategies, Probability, Probability Distribution
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
30 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Tsinghua University
Data Structures and Algorithms
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Computational Thinking, Theoretical Computer Science, Database Design, Computer Programming, Query Languages, Computer Science, System Design and Implementation
2.8
Rating, 2.8 out of 5 stars
39 reviews
Intermediate · Specialization · 3 - 6 Months