7 Sept – 18 Sept, 2020
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Principal Coordinator :
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Co-Principal Coordinator :
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Academy Level Coordinator:
Dr. Prabhat Kumar, NITP
Email: prabhat@nitp.ac.in
Contact: 8406001700
Course Fee Details:
Payment Details:
Bank Name: Allahabad Bank
Account Name: NIT Patna
Account No.: 50380476798
IFSC Code: ALLA0212286
Resource Persons: Prof. Aparajita Ojha, IIITDMJ Dr. Arka P. Mazumdar, MNITJ, Dr. Emmanuel S. Pilli, MNITJ
Course contents:
| S.No. | Module Name | Topics |
| 1 | Introduction & basics of Python Programming: | Unconstrained and Constrained Optimization, Linear Programming, Graphical Method, Symmetric Dual Problems, Simplex Method, Derivative based Optimization, Newton’s Method, Least Mean Square Method. |
| 2 | 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, |
| 3 | 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 |
| 4 | Data Handling and Use Cases | 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. |
| 5 | 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, NIT Patna:
Dr. Bharat Gupta( CI E & ICT Academy,NIT Patna)
Email: bharat@nitp.ac.in
Dr. MP Singh ( CI E & ICT Academy,NIT Patna)
Email: mps@nitp.ac.in
Website: http://old.nitp.ac.in/ict/index.php
Contact us :
Mr. Ram Gopal (TPO) : 8434305807
Electronics and ICT Academy
National Institute of Technology, Patna
AshokRajpath, Patna 800005
Email: eictapatna@nitp.ac.in
Website: http://old.nitp.ac.in/ict
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