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Data Structures and Algorithms Specialization

A comprehensive and challenging program that equips learners with essential skills in algorithms and data structures, preparing them for advanced technical roles.

access

Lifetime

level

Medium

certificate

Certificate of completion

language

Turkish

What you will learn in Data Structures and Algorithms Specialization Course

  • Apply algorithmic techniques such as greedy algorithms, binary search, and dynamic programming to solve complex problems.
  • Implement and utilize data structures like stacks, queues, trees, and graphs in various computational scenarios.
  • Develop algorithmic solutions to real-world challenges, including network navigation and genome sequencing.

  • Enhance problem-solving skills through 100 programming challenges and 50 algorithmic puzzles.
  • Gain practical experience in debugging and optimizing algorithms for performance.

Program Overview

Algorithmic Toolbox

⏱️20 hours

  • Introduction to algorithmic techniques and problem-solving strategies.
  • Covers sorting, searching, divide and conquer, and dynamic programming.

Data Structures

⏱️22 hours

  • Explores fundamental data structures and their applications.
  • Includes arrays, linked lists, trees, hash tables, and more.

Algorithms on Graphs

⏱️54 hours

  • Focuses on graph algorithms used in real-world applications.
  • Topics include shortest paths, spanning trees, and network flows.

 Algorithms on Strings

⏱️30 hours

  • Covers string processing algorithms relevant to bioinformatics and text processing.
  • Includes pattern matching, suffix arrays, and trie structures.

Advanced Algorithms and Complexity

⏱️30 hours

  • Delves into advanced topics like NP-completeness and approximation algorithms.
  • Introduces linear programming and other optimization techniques.

Genome Assembly Programming Challenge

⏱️20 hours

  • Capstone project applying learned algorithms to assemble a genome from sequencing data.
  • Provides hands-on experience in solving complex bioinformatics problems.

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Job Outlook

 

  • Proficiency in data structures and algorithms is essential for roles in software engineering, data science, and systems analysis.
  • Skills acquired in this specialization are applicable to industries like technology, healthcare, finance, and more.
  • Completing this program can enhance your qualifications for technical interviews and competitive job markets.
9.7Expert Score
Highly Recommended
The Data Structures and Algorithms Specialization offers a rigorous and practical approach to mastering fundamental computer science concepts. Its blend of theoretical instruction and hands-on programming challenges makes it a valuable resource for learners aiming to excel in technical fields.
Value
9.4
Price
9.3
Skills
9.7
Information
9.8
PROS
  • Extensive programming assignments that reinforce learning.​
  • Instruction from experienced university faculty.​
  • Flexible pacing suitable for working professionals and students.
CONS
  • Requires a solid foundation in programming and mathematics.​
  • Some assignments may be challenging without prior experience.

Specification: Data Structures and Algorithms Specialization

access

Lifetime

level

Medium

certificate

Certificate of completion

language

Turkish

Data Structures and Algorithms Specialization
Data Structures and Algorithms Specialization
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