Introduction to Algorithms, Types, Classifications and Specifications in Data Structures Lectures

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Lecture Series on Data Structures and Algorithms by Computer education for all covers Introduction to Algorithms and its Types, Classifications and Specifications in Data Structures and Applications. A data structure is an arrangement of data in a computer's memory or even disk storage. An example of several common data structures are arrays, linked lists, queues, stacks, binary trees, and hash tables. Algorithms, on the other hand, are used to manipulate the data contained in these data structures as in searching and sorting. An Algorithm is step by step procedure for solving a problem. Algorithms are often used in many real life problems. In Computer science, Algorithms has a special meaning. It is defined to have these features.
Many algorithms apply directly to a specific data structures. When working with certain data structures you need to know how to insert new data, search for a specified item, and deleting a specific item.
Commonly used algorithms include are useful for:
• Searching for a particular data item (or record).
• Sorting the data. There are many ways to sort data. Simple sorting, Advanced sorting
• Iterating through all the items in a data structure. (Visiting each item in turn so as to display it or perform some other action on these items)
Geometric Algorithms
Encoding Algorithms
Pattern Matching Algorithms
Parsing Algorithms
Classification of Algorithms
Iterative Algorithms
Divide and Conquer Algorithms
Greedy Algorithms
Back Tracking Algorithms
Breadth First Search Algorithms
Specification of Algorithms
Use of Natural Language
Use of Pseudocode
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