Data Structures Design detailed syllabus for Artificial Intelligence & Data Science (AI&DS) for 2021 regulation curriculum has been taken from the Anna University official website and presented for the AI&DS students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.
For Artificial Intelligence & Data Science 2nd Sem scheme and its subjects, do visit AI&DS 2nd Sem 2021 regulation scheme. The detailed syllabus of data structures design is as follows.
Course Objectives:
Download the iStudy App for all syllabus and other updates.
Unit I
ABSTRACT DATA TYPES 9 Abstract Data Types (ADTs) – ADTs and classes – introduction to OOP – classes in Python -inheritance – namespaces – shallow and deep copying Introduction to analysis of algorithms – asymptotic notations – recursion – analyzing recursive algorithms
Unit II
Download the iStudy App for all syllabus and other updates.
Unit III
SORTING AND SEARCHING 9 Bubble sort – selection sort – insertion sort – merge sort – quick sort – linear search – binary search – hashing – hash functions – collision handling – load factors, rehashing, and efficiency
Unit IV
Download the iStudy App for all syllabus and other updates.
Unit V
GRAPH STRUCTURES 9 Graph ADT – representations of graph – graph traversals – DAG – topological ordering – shortest paths – minimum spanning trees
Course Outcomes:
Download the iStudy App for all syllabus and other updates.
Text Books:
- Michael T. Goodrich, Roberto Tamassia, and Michael H. Goldwasser, Data Structures and Algorithms in Python (An Indian Adaptation), Wiley, 2021.
- Lee, Kent D., Hubbard, Steve, Data Structures and Algorithms with Python Springer Edition 2015.
- Narasimha Karumanchi, Data Structures and Algorithmic Thinking with Python Careermonk, 2015.
Reference Books:
- Rance D. Necaise, Data Structures and Algorithms Using Python, John Wiley & Sons, 2011.
- Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein, Introduction to Algorithms”, Third Edition, PHI Learning, 2010.
- Mark Allen Weiss, Data Structures and Algorithm Analysis in C++, Fourth Edition, Pearson Education, 2014
- Aho, Hopcroft, and Ullman, Data Structures and Algorithms, Pearson Education India, 2002.
For detailed syllabus of all other subjects of Artificial Intelligence & Data Science, 2021 regulation curriculum do visit AI&DS 2nd Sem subject syllabuses for 2021 regulation.
For all Artificial Intelligence & Data Science results, visit Anna University AI&DS all semester results direct link.