Data Science

Python content

Basics Python

1. Introduction

• Course and Instructor Introduction
• How to make the Best of this course
• What is Python?
• Why Python?
• History
• Features

2. Software Setup And First Python Script

• Installation of python
• Introduction to different IDE’s
• First Python Programs
• Comments
• Indentation
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3. Basic Data Types

• Numeric Types
• Complex,Binary and Hexadecimal Types
• Boolean Types
• String Types
• Type Conversion Function

4. Advance Data Types

• Lists
• Different operations on lists
• Slicing of data using indexing
• Tuples
• Dictionaries and properties
• Use-Cases

    5. Operators And I/o Functions

• Arithmetic Operators
• Assignment Operators
• Comparison Operators
• Logical Operators
• Input and Output Functions
• Reading Multiple Input

      6.Flow Control Statements

• If-else statement
• For loop
• While loop
• Nested loops
• Break
• Continue
• Pass

7. Functions

•  In-Built functions
• User-Defined functions
• Defining a function
• Calling a function
• Types of functions
• Function Arguments
• Anonymous functions
• Global and local variables

8. Modules

• Importing module Math module Random module Package Composition

ADVANCE PYTHON

       1.Classes and Objects

• What are Classes and Objects?
• Advantages of oops
• Defining a class
• Creating an object
• The -init-() function
• Python Inheritance and its types

      2. Python JSON

• Parse JSON- Converting from JSON to python
• Convert from python to JSON
• Format the Result
• Order the Result

     3.Python File Handling

• Opening a file
• Writing into the file
• Reading from the file
• Closing a file
• Various file methods

4. Python RegEx

• Regular Expression Character in Python
• The Match Function
• Special Sequence Characters
• Search Function
• Regular Expression modifiers

5. DataBase Connectivity

• Making connections with DBs- MySql and MongoDB
• Fetching Data
• Executing Queries
• Transactions

6. Networking

• Socket Module
• Client Server Module
• Connecting client server
• Client- Server Chatting program