Python for Artificial Intelligence MNCST319 KTU BTech CS Minor 2024

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Course  Details and Syllabus

Python for Artificial Intelligence MNCST 319 KTU 2024 Scheme  Minor Model Question Paper

Module-1 Foundations of Coding

Control Statements

Selection statement -if else- sample programs

Programs to Try using if else

Looping statements- while and for

break, continue and pass statements

nested loops

Sample programs using loops and nested loops

Programs to try using loops

Built-in functions, modules and packages

List ,Tuple ,Set and Dictionary

List in Python creating, indexing, slicing,list comprehension

List functions- searching and sorting

Sample Programs using Lists

Programs to try using Lists

Tuples-operations,functions, Example Programs

Sets-operation, example programs

Sets-Built in Functions, frozen sets

Example Programs using set

Programs to try using tuples and set

Dictionary in Python

Dictionary Functions/methods

Example Programs using dictionary

Programs to try using dictionary

comparison list,tuple,set,dictionary

Functions

Functions in Python

Local and Global variables

Lambda Functions

Sample programs using functions

Recursion

Sample programs using recursion

Programs to try using functions

Programs to try using recursion

Module-2 Design with Classes

Class, Obects, Accessors, Mutators

Inheritance, Polymorphism, Operator overloading

Abstract classes

Example Programs using classes

Exception Handling in Python

Programs to try using OOP

Module-3 

Packages for Numerical Computation

numpy arrays

numpy matrices

Random Numbers

numpy and linear algebra

Plotting and Visualization

matplotlib - plotting and visualization

more plots

seaborn

Module-4

Data Processing and Prediction

pandas- reading , manipulating and processing data

Sample programs using pandas

Programs to try using numpy,pandas and matplotlib

Regression

Introduction

More on Regression