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Algorithm Design Courses

Algorithm design courses can help you learn sorting algorithms, graph theory, dynamic programming, and complexity analysis. You can build skills in problem-solving, optimizing code efficiency, and understanding data structures like trees and hash tables. Many courses introduce tools such as Python, Java, or C++, along with frameworks for implementing algorithms, that support tasks in artificial intelligence, data analysis, and software development.

Popular Algorithm Design Courses and Certifications


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    Clemson University

    Design and Analysis of Algorithms

    Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computer Programming, Computer Science, Probability, Design Strategies, Analysis

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
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    38 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Data Structures and Algorithm Optimization

    Skills you'll gain: Graph Theory, Algorithms, Data Structures, Computational Thinking, Computer Programming

    Intermediate · Course · 1 - 3 Months

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    Packt

    Algorithms and Problem Solving with Advanced Techniques

    Skills you'll gain: Graph Theory, Algorithms, Problem Solving, Computational Thinking, Computer Programming, Programming Principles, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Packt

    Data Structures & Algorithms in Java + 150 Leetcode Problems

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Game Theory, Java, Java Programming, Programming Principles, Performance Tuning, Computational Thinking, Theoretical Computer Science, Computer Programming, Software Design Patterns, Problem Solving, Solution Design, Applied Mathematics, Geometry

    Intermediate · Specialization · 3 - 6 Months

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    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, Theoretical Computer Science, Scalability

    4.8
    Rating, 4.8 out of 5 stars
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    36 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Introduction to Data Structures and Algorithmic Foundations

    Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Programming Principles, Theoretical Computer Science, Software Engineering, Computer Programming, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Tsinghua University

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Theoretical Computer Science, Database Management Systems, System Design and Implementation, Programming Principles, Data Storage, Computer Programming

    2.9
    Rating, 2.9 out of 5 stars
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    40 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Advanced Problem-Solving Methods and Search Algorithms

    Skills you'll gain: Algorithms, Computational Thinking, Data Structures, Geometry

    Intermediate · Course · 1 - 3 Months

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    Packt

    Foundations of Data Structures and Algorithms in JavaScript

    Skills you'll gain: Data Structures, Algorithms, Programming Principles, Computer Programming, Theoretical Computer Science, Computational Thinking, Javascript, Memory Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Data Structures and Problem-Solving Techniques

    Skills you'll gain: Computational Thinking, Algorithms, Programming Principles, Data Structures, Problem Solving, Javascript, Solution Design, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    Princeton University

    Algorithms, Part II

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Theoretical Computer Science, Operations Research, Computer Programming, Java Programming, Java

    4.9
    Rating, 4.9 out of 5 stars
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    2.1K reviews

    Intermediate · Course · 3 - 6 Months

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    Birla Institute of Technology & Science, Pilani

    Data Structures and Algorithms

    Skills you'll gain: Algorithms, Data Management, Computational Thinking, Memory Management, Data Access, C and C++, Software Design, Problem Solving, Complex Problem Solving

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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In summary, here are 10 of our most popular algorithm design courses

  • Design and Analysis of Algorithms: Clemson University
  • Advanced Data Structures and Algorithm Optimization: Packt
  • Algorithms and Problem Solving with Advanced Techniques: Packt
  • Data Structures & Algorithms in Java + 150 Leetcode Problems: Packt
  • Data Structures and Algorithms: Microsoft
  • Introduction to Data Structures and Algorithmic Foundations: Packt
  • Data Structures and Algorithms: Tsinghua University
  • Advanced Problem-Solving Methods and Search Algorithms: Packt
  • Foundations of Data Structures and Algorithms in JavaScript: Packt
  • Advanced Data Structures and Problem-Solving Techniques: Packt

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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