Artificial Intelligence
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20 Hours
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96 Students
Unordered Data Structures
The Unordered Data Structures course covers the data structures and algorithms needed to implement hash tables, disjoint sets and graphs. These fundamental data structures are useful for unordered data. For example, a hash table provides immediate ac
Lead Faculty
Lead Instructor, Xovix
Labs
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$69.99
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Core Objectives
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Implement hash tables to provide immediate access to data indexed by arbitrary key values
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Apply graph algorithms to traverse graphs and find the shortest route from one node to another node
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Understand the concept of disjoint sets and its associated algorithms
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Analyze the trade-offs between different data structures and algorithms
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Apply knowledge of unordered data structures to solve complex problems in a variety of domains
Who this is for
"Software engineers
Data scientists
Computer science students
Anyone interested in learning about unordered data structures"
Course Overview
Unlock the full potential of unordered data with our comprehensive Unordered Data Structures course. In this course, you will delve into the fundamental data structures and algorithms required to implement hash tables, disjoint sets, and graphs. You will learn how to leverage hash tables to provide immediate access to data indexed by arbitrary key values, and how to utilize graphs to represent complex relationships between items. Our expert instructors will guide you through the process of traversing graphs, including finding the shortest route from one node to another node, and introduce you to the concept of disjoint sets and its associated algorithms. With a strong foundation in these data structures, you will be equipped to tackle a wide range of real-world problems, from optimizing web caches to analyzing social networks.
Throughout this course, you will engage with a variety of learning materials, including video lectures, quizzes, and programming assignments. You will have the opportunity to practice implementing hash tables, disjoint sets, and graphs using a programming language of your choice, and receive feedback from our instructors and peers. By the end of the course, you will have a deep understanding of the trade-offs between different data structures and algorithms, and be able to apply this knowledge to solve complex problems in a variety of domains. Whether you are a software engineer, data scientist, or simply a curious learner, this course is designed to provide you with the skills and knowledge you need to succeed in a world where data is increasingly unordered and complex.
The Unordered Data Structures course is designed to be flexible and accommodating, allowing you to learn at your own pace and on your own schedule. With 20 hours of instruction, you can complete the course in as little as a few weeks, or take your time and spread it out over several months. Our course materials are available online, and you can access them from anywhere in the world, at any time. So why wait? Enroll in the Unordered Data Structures course today, and start unlocking the full potential of unordered data.
The course is brought to you by our partner, Coursera Partner, a leading provider of high-quality online education. With their expertise and support, we are able to offer a world-class learning experience that is both engaging and effective. So join us, and discover the power of unordered data structures for yourself.
Throughout this course, you will engage with a variety of learning materials, including video lectures, quizzes, and programming assignments. You will have the opportunity to practice implementing hash tables, disjoint sets, and graphs using a programming language of your choice, and receive feedback from our instructors and peers. By the end of the course, you will have a deep understanding of the trade-offs between different data structures and algorithms, and be able to apply this knowledge to solve complex problems in a variety of domains. Whether you are a software engineer, data scientist, or simply a curious learner, this course is designed to provide you with the skills and knowledge you need to succeed in a world where data is increasingly unordered and complex.
The Unordered Data Structures course is designed to be flexible and accommodating, allowing you to learn at your own pace and on your own schedule. With 20 hours of instruction, you can complete the course in as little as a few weeks, or take your time and spread it out over several months. Our course materials are available online, and you can access them from anywhere in the world, at any time. So why wait? Enroll in the Unordered Data Structures course today, and start unlocking the full potential of unordered data.
The course is brought to you by our partner, Coursera Partner, a leading provider of high-quality online education. With their expertise and support, we are able to offer a world-class learning experience that is both engaging and effective. So join us, and discover the power of unordered data structures for yourself.
Syllabus
Module 1
Introduction to Unordered Data Structures
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Module 1
Introduction to Unordered Data Structures
1.1
Introduction to Hash Tables
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1.2
Introduction to Disjoint Sets
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1.3
Introduction to Graphs
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Module 2
Hash Tables in Depth
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Module 2
Hash Tables in Depth
2.1
Hash Table Implementation
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2.2
Hash Table Applications
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2.3
Hash Table Analysis
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Module 3
Disjoint Sets in Depth
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Module 3
Disjoint Sets in Depth
3.1
Disjoint Set Implementation
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3.2
Disjoint Set Applications
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3.3
Disjoint Set Analysis
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Module 4
Graphs in Depth
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Module 4
Graphs in Depth
4.1
Graph Implementation
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4.2
Graph Applications
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4.3
Graph Analysis
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