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  1. Categories
  2. Data Structures And Algorithms

Data Structures And Algorithms Courses

Data Structures and Algorithms courses cover organizing data with structures like arrays, linked lists, and trees, and implementing algorithms for sorting and searching. You’ll learn to analyze the performance of these methods and develop problem-solving skills through algorithmic thinking. Many courses also include coding exercises in languages such as Python or Java to reinforce these concepts.

Popular Data Structures And Algorithms Courses and Certifications


  • G

    Google

    Data Structures in Python

    Skills you'll gain: Data Import/Export

    4.9 stars, 24 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (24) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Accelerated Computer Science Fundamentals

    Skills you'll gain: C++ (Programming Language), Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Graph Theory, Development Environment, Data Storage, Engineering Software, Computer Programming, Software Engineering, Algorithms, Memory Management, Computer Programming Tools, Debugging, Program Development, Database Systems

    4.7 stars, 3.5K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (3.5K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Algorithms for Searching, Sorting, and Indexing

    Skills you'll gain: Data Structures, Algorithms, Data Science, Informatics, Analysis, Python Programming

    4.7 stars, 544 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (544) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of London

    Algorithms and Complexity

    Skills you'll gain: Algorithms, Computational Thinking, Theoretical Computer Science, Computational Logic, Critical Thinking and Problem Solving, Computer Science, Data Structures, Critical Thinking, Logical Reasoning, Graph Theory, Complex Problem Solving, Analysis, Game Theory

    4.3 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    50 Algorithms Every Programmer Should Know

    Intermediate · Specialization · 3 - 6 Months

  • P

    Princeton University

    Analysis of Algorithms

    Skills you'll gain: Combinatorics, Algorithms, Mathematical Theory & Analysis, Data Structures, Mathematical Modeling, Calculus

    4.4 stars, 1.1K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.4 (1.1K) · Advanced · Course · 1 - 3 Months

    Category: Free
    Free
  • S

    Stanford Online

    Divide and Conquer, Sorting and Searching, and Randomized Algorithms

    Skills you'll gain: Algorithms, Graph Theory, Analysis, Probability

    4.8 stars, 5.3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (5.3K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Object-Oriented Data Structures in C++

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Development Environment, Engineering Software, Computer Programming, Software Engineering, Data Structures, Memory Management, Computer Programming Tools, Debugging, Program Development

    4.7 stars, 3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (3K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Data Structures & Algorithms in Practice

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

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Algorithm Design: Mastering Computational Problem Solving

    Skills you'll gain: Computer Science, Problem Solving, Mathematical Theory & Analysis

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Sorting Algorithms, Complexity Analysis, and Optimization

    Skills you'll gain: Algorithms, Applied Mathematics, Data Structures, Programming Principles, Computer Programming, Performance Tuning

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Python for Beginners: Data Structures

    Skills you'll gain: Data Structures, Python Programming, Data Storage

    4.4 stars, 50 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (50) · Intermediate · Guided Project · Less Than 2 Hours

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How to choose the right Data Structures And Algorithms course

Start with your goal. If you're focused on algorithm optimization, choose courses covering advanced data structures like graphs and trees, plus techniques such as dynamic programming and greedy algorithms. If you want to implement data structures in software development, check for courses that emphasize practical coding exercises in Python or Java and include real-world examples of how data structures are used.

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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