Python Programming

Resource Persons:
Prof. Aparajita Ojha, IIITDMJ
Dr. Arka P. Mazumdar, MNITJ
Dr. Emmanuel S. Pilli, MNITJ

Principal Coordinator :
  • Dr. Atul Gupta, IIITDM Jabalpur
Principal Co-coordinator :
  • Dr. Arka Prokash Mazumdar, MNIT Jaipur

7 Sept – 18 Sept 2020

Schedule

Apply Online

Academy level Coordinator :
Dr Prashant K. Jain, IIITDM Jabalpur

Course Fee Details:
Course fee 500/- for (student/faculty), 1000/- for others
50% discount for ST/SC participants

Payment Details:
Name: “IIITDMJ-E&ICT ACADEMY”
Bank Name: Allahabad Bank \Indian Bank
A/C No. : 50302042708
IFSC Code: ALLA0212433
Brach Name: Mehgawan, IIITDM Branch
(Allahabad bank is merged with Indian Bank from April 1, 2020)

Course contents:

  • Introduction & basics of Python Programming: History of Python, Installing Python, Executing Python Programs, Internal Working of Python, Python Implementations. Python Character Set, Token, Python Core Data Type, print() function, Assigning Value to Variable, input() function, eval() function, Formatting Number and Strings, Operators and Expressions, Differential Evolution, Social Spider Optimization)
  • Decision Statements; Loop Control Statements; Functions, Strings Boolean Type, Boolean Operators, Using Number and Strings with Boolean Operators, Decision Making Statements and Conditional Expressions While loop, range( ) Function, For Loop, Nested Loops, Break Statement, Continue Statement; Syntax and Basics of a Function, Use of a function, Parameters and Arguments
  • Local and Global Scope Scope of a Variable, return statement and Recursive Functions.; str class, Inbuilt functions for String, index[] operator, traversal of String, String operators, String Operations
  • Lists and Dictionaries; Tuples and Sets; File Handling; Pandas Creating Lists, Basic list operators, Slicing, Inbuilt functions for Lists, List operator, List Methods, Splitting, Need of Dictionary, Creating a Dictionary , Adding and Replacing Values, Retrieving Values ; Deleting Items and Traversing Dictionaries. Tuples and Sets: Creating Tuples; Tuple () Function, Inbuilt Functions for Tuples, Indexing and Slicing; Operations on Tuples; Traverse Tuples from a List, Set operators; Set class. Object-Oriented Programming: Classes and objects, methods,
  • Operator Overloading, Inheritance, super () and Method Overriding. File Handling: Need of File Handling, Reading/Writing Text and Numbers to/from a File; Directories on a disk. Pandas: Using Pandas, the python data analysis library and data frames
  • RE Pattern Matching, Parsing Data, Introduction to Regression , Types of Regression , Use Cases , Exploratory data analysis , Correlation Matrix , Visualization using Matplotlib and Implementing linear regression.
  • Machine Learning- Machine Learning - Algorithm, Algorithms - Random forest , Super vector Machine , Random Forest , Build your own model in python and Comparison between random forest and decision tree.

Core Team Members, E&ICT Academy:

Prof Aparajita Ojha
Email: aojha@iiitdmj.ac.in

Prof. Vijay Kumar Gupta
Email: vkgupta@iiitdmj.ac.in

Prof. P.N. Kondekar
Email: pnkondekar@iiitdmj.ac.in

Dr. Atul Gupta
Email: atul@iiitdmj.ac.in

Dr. Prashant Kumar Jain
Email: pkjain@iiitdmj.ac.in

Website: ict.iiitdmj.ac.in



Contact us :
Maj Neha Rawat (Retd) : +9893443284
Business Manager,
Electronics and ICT Academy
PDPM Indian Institute of Information Technology,
Design and Manufacturing, Jabalpur,
Dumna Airport Road, Jabalpur 482005
Email: neharawat@iiitdmj.ac.in
Website: ict.iiitdmj.ac.in