Programming Using Python For Data Science

( Duration 2 Months )

Online Training

Rs. 27,500 *100 days access

Classroom Training

Rs. 27,500 *100 days access

  • Get Certification
  • Expert Educators
  • Flexible Schedule
  • 24×7 Tech Support

Object Oriented Programming

  • Advantages of Object Oriented Programming
  • Concepts of Oops , Defining Classes, Objects,
  • Encapsulation, Abstraction,
  • Inheritance and Polymorphism

Introduction to Python

  • Compilers and Interpreters
  • Structure of Program
  • Using Variables, Data types, Arrays
  • Working on with different types of Operators

Courses details

Pre-requisite For The Course: Knowledge Of Any Programming Language

  • Conditional Construct
  • If Statements, Chained Conditions
  • Nested Conditions
  • Functions, Built in functions
  • Type conversion functions
  • Mathematical functions
  • String functions
  • While loop, infinite and definite loop
  • Counting and summing loop
  • Maximum and minimum loop
  • Opening of Files
  • Text Files and Lines
  • Reading data from file
  • Searching data in a file
  • Writing data to a file
  • Using Try and Catch statements
  • Using except statement
  • I/O Statement with exceptions
  • Understanding List operations and Methods
  • Parsing Lines
  • Implementing Object, values and Methods
  • Use Directories functions and methods
  • Keys and Value, traversing List and Directories
  • Difference between Lists and Directories
  • What are tuples and how to implement
  • Features of tuples, creating tuples
  • Various operation on tuples
  • Various function on tuples
  • Indexing and slicing in tuples
  • Extract data using regular expression
  • Combine and search data
  • Implement networking in Python
  • Understanding Sockets
  • Explore HTTP
  • Retrieve images using HTTP
  • Retrieve web-pages with URL library
  • Implementing web scraping
  • Parsing XML and HTML Data
  • Use web services in Python
  • Parse and read XML Data through Nodes
  • Looping through Node
  • Implementing JavaScript Object Notation (JSON)
  • Parsing JSON
  • Understanding and Implementing API
  • Google Goecoding with web services
  • Understanding security and security API usage
  • Understanding the need of Database
  • Working on SQLite
  • Understanding SQLite Manager
  • Create tables
  • Implementing Structured Query Language
  • Implementing Spidering using a Database
  • Understanding basic models
  • Implementing programming with multiple table
  • Uses of Keys
  • Implement joins to retrieve data
  • Google Developer Console
  • Build a google map from Geocoding
  • Visualize Networks and interconnection
  • Visualize Mail Data
  • Automate Common Task
  • Use file names and path
  • Use command line arguments
  • Use pipes
  • Creating a Python Application and creating database connectivity

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