python training institute in pune with placement

Python

Python is a high-level programming language with its powerful library, clear syntax, and high readability has emerged as one of the “must-know” languages. The Python course at RS Softech is intended to impart knowledge on the basic and advance conceptual frameworks of Python which includes an in-depth understanding of sequence and file operations, machine learning, python scripts, functions in python, web scraping etc. This python training course is ideal for programmers as it provides a helpful insight into debugging programming errors, therefore ensuring better programming abilities. Further, there are elaborate lectures on the importance and usage of Machine Learning and Scientific Computing and a hands-on training about setting up Python Environment.

CURRICULUM

Essentials of Python

  • Defining Python
  • History of Python and its Growing Popularity
  • Features of Python and its Wide Functionality
  • Python 2 vs Python 3
  • Setting Up Python Environment for Development
  • What and How of Python Installation?
  • IDEs: IDLE, Pscharm, and Enthought Canopy
  • Running a Python Script
  • Writing First Python Program
  • Python Scripts on UNIX and Windows
  • Installation on Ubuntu-based Machines
  • Programming on Interactive Shell
  • Python Identifiers and Keywords
  • Indentation in Python
  • Comments and Writing to the Screen
  • Command Line Arguments and Flow Control

Python Data Types and Core Objects

  • Python Core Objects
  • Defining Built-in Functions
  • Objectives
  • Variables and their types
  • Variables – String Variables
  • Variables – Numeric Types
  • Variables – Boolean Variables
  • Boolean Object and None Object
  • Tuple Object and Operations
  • Dictionary Object and Operations
  • Types of Variables – Dictionary
  • Comparison of Variables
  • Dictionary Methods and Manipulations
  • Operators and Logical Operators
  • Data Structures and Data Processing
  • Arithmetic Operations on Numeric Values
  • Operators and Keywords for Sequences
  • Understanding Conditional Statements
  • Break Statements and Continue Statements
  • Using Indentations for defining if & else block
  • Loops in Python
  • While, Nested, Demo-Create
  • How to Control Loops?
  • Sequence and Iterable Objects
  • Objectives of Functions
  • Types of Functions
  • Creating UDF Functions
  • Function Parameters
  • Unnamed and Named Parameters
  • Creating and Calling Functions
  • Python user Defined Functions
  • Python packages Functions
  • Anonymous Lambda Function
  • Understanding String Object Functions
  • List and Tuple Object Functions
  • Studying Dictionary Object Functions

Python Handling

  • Defining Python Inbuilt Modules
  • Studying Types of Modules
  • os, sys, time, random, datetime, zip modules
  • How to Create Python User Defined Modules?
  • Understanding Pythonpath
  • Creating Python Packages
  • init File and Package Initialization
  • What and How of File Handling with Python?
  • How to Process Text Files using Python?
  • Read/Write and Append File Object
  • Test Operations: os.path
  • Overview of Object Oriented Programming
  • Defining Classes, Objects, and Initializers
  • Attributes – Built-In Class
  • Destroying Objects
  • Methods – Instance, Class, Static, Private methods, and Inheritance
  • Data Hiding
  • Module Aliases and reloading modules
  • Python Exceptions Handling
  • Standard Exception Hierarchy
  • .. except…else
  • .. finally…clause
  • Creating Self-Exception Class
  • User-defined Exceptions

Error Debugging and Regular Expressions

  • Debugging Errors – Unit Tests
  • Project Skeleton
  • Creating and Using the Skeleton
  • How to use pdb debugger?
  • Using Pycharm Debugger
  • Asserting Statement for Debugging
  • Using UnitTest Framework for Testing
  • Understanding Regular Expressions
  • Match Function, Search Function, and the Comparision
  • Compile and Match, Match and Search
  • Search and Replace
  • What and How of Extended Regular Expressions?
  • Wildcard Characters

Fundamentals of Database Interaction with Python

  • How to Create a Database using SQLite 3?
  • Understanding CRUD Operations
  • Creating Database Connection
  • Python MySQL Database Access
  • Operations: Create, Insert, Read, Update, Delete
  • What are DML and DDL Operations?
  • Performing Transactions
  • How to Handle Database Errors?
  • What and How of Disconnecting Database?

Python and Machine Learning

  • Machine Learning with Python
  • Defining Machine Learning
  • Implementation of Machine Learning
  • Algorithms
  • Learning NumPy and Scipy
  • Learning – Supervised or Unsupervised
  • Supervised, Unsupervised Learning and Classification
  • Classification and k-Nearest Neighbours (kNN)
  • Building, Testing, and Measuring the Performance of the Classifier
  • Defining Clustering Problem
  • k-Means Clustering

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