Python

Python training program is designed to provide you with the skills and knowledge necessary to become a successful developer.

Next Courses Start : 10th Nov 2023

Program Duration 1 Month

Course Overview

Python Course Overview

Python training program is designed to provide you with the skills and knowledge necessary to become a successful developer.

This Courses Includes

Python Course Includes

    • Hands on Experience
    • Real Time project work
    • Skill based Training
    • Certificate of Completion

Course Contents

Python Course contents

Topic:

  • Introduction to Python and It s Features
  • Software Installation and Environment Setup
  • Different Says of writing Python Program
  • Creating “Hello Wolrd” Python
  • Python Program Execution Flow
  • Input and Output Function
  • Data Types
  • Data Type Conversion

Topic:

  • Operators
  • String
  • List
  • Tuple
  • Sets
  • Dictionary

Topic:

  • Conditional Statement
  • Loops - for loop
  • Loops - while loop

Topic:

  • Built in Functions
  • User Defined Functions
  • Returning Multiple Values from a Function
  • Types of Arguments
  • Recursive Functions
  • Anonymous Functions
  • Normal Function
  • Lambda Function
  • filter() Function
  • reduce() Function
  • Function Aliasing
  • Nested Functions

Topic:

  • Module Aliasing
  • from ... import
  • Various Possibilities of import
  • Member Aliasing
  • Reloading a Module
  • The Special Variable __name__
  • Working with math Module
  • Working with random Module

Topic:

  • Class
  • Object
  • Reference Variable
  • Self Variable
  • Constructor
  • Inheritance
  • Composition
  • Polymorphism

Topic:

  • Syntax Errors
  • Runtime Errors
  • Default Exception Handing in Python
  • Customized Exception Handling by using try-except
  • Control Flow in try-except
  • try with Multiple except Blocks
  • finally Block
  • Types of Exceptions
  • How to Define and Raise Customized Exceptions

Topic:

  • Types of Files
  • Opening a File
  • Closing a File
  • Various Properties of File Object
  • Writing Data to Text Files
  • Reading Character Data from Text Files
  • The with Statement
  • Handling CSV Files
  • Writing Data to CSV File
  • Reading Data from CSV File
  • Working with Directories
  • Pickling and Unpickling of Objects

Topic:

  • The ways of Creating Thread in Python
  • Setting and Getting Name of a Thread
  • Thread Identification Number (ident)
  • Daemon Threads
  • Synchronization
  • Inter Thread Communication

Topic:

  • Working with Oracle Database
  • Working with MySQL Database

Topic:

  • Introduction to Numpy
  • Creating Arrays
  • arange(),linspace() etc.
  • Creating Arrays of Random Numbers
  • Basic Operations on an Array
  • Linear Algebra operations on an array
  • Array Stacking

Topic:

  • Introduction to Pandas
  • Creating DataFrames
  • Reading data from csv,excel etc. into a DataFrame
  • writing df into csv,excel
  • Selection and Indexing
  • Conditional Selection
  • Groupby
  • Pivot Table
  • Merging , Joining, Cancatenation
  • Missing Value Treatment
  • Data Visualisation using Pandas

Topic:

  • Introduction to Machine Learning
  • Supervised vs Unsupervised
  • Regression vs Classification
  • Linear Regression
  • Cost Function
  • Mathematical Derivation
  • MAE
  • MSE
  • RMSE

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