Data Structures and Algorithms - Complete Course udemy course free download
What you'll learn:
Data Structures – Computer Science Course For Beginners
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Measuring Efficiency with BigONotation
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Data Structures
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Time Complexity Equations
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Random Access Data Structures
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Sequential Access Data Structures
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Array, ArrayList, Stack, Queue, LinkedList, Doubly-LinkedList, Dictionary, Tree, Tries, Heaps, Graphs
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Hash Tables
Requirements::
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Basics Understanding of Programming (Programming Language does not matter)
Description:
In this course we will understand different data structures and how to use them effectively for solving problems. It is expected that the students have basic experience in any high-level programming language. Data structures and algorithms are a crucial part of programming interviews. This course is a complete course on Complete data structure and algorithms. The main focus here will be mastering the Data structures, implementing those and some problems explaining application of those data structures and understand different programming paradigms, analysis of algorithms and applying different data structures.
In this course, we will cover the following topics:
Time and Space complexity of algorithms
Arrays,
Linked Lists,
Trees - Representation, binary trees, binary search trees, balanced binary search trees, and related problems
Stacks and Queues,
Heaps,
Graphs - representation, traversal of graph using breadth-first search, depth first search, graph algorithms
Hash Table,
Tries
Recursion
Dynamic Programming
A good understanding of data structures and algorithms is very crucial for programming interview. After completing this course you should be able to understand which data structures and algorithms should be used to solve a problem and why. It will not only prepare you for your coding interviews, but also make you a better programmer in general.
So, let's start our wonderful journey towards mastering data structures and algorithms.
Who this course is for:
- Software Engineers
- Computer Science students
- Data Scientists
Course Details:
- 14.5 hours on-demand video
- 6 downloadable resources
- Full lifetime access
- Access on mobile and TV
- Assignments
- Certificate of completion