Course Detail

Python Course - Rs Infotech

Course Detail

Location:

Pune, Maharashtra, India
Institute:

Rs Infotech
Education Type(s):

OfflineOnlineCollege Campus
Education Level:
Qualifications:
Payments Options:
Study Materials:

Yes - Provided by Institute
Hostel/PG Facilities:

Yes
Placement Facilities:

Yes

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Course Description

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

Essentials

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

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

Conditional Statements and Loops

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

UDF Functions

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

Python Packages and File 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

Object-Oriented Programming in Python & Exception Handling

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

Error Debugging

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

Fundamentals of Database Interaction

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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Institute Overview

Rs Infotech

Pune, Maharashtra, India

6 Current Posted Courses

Who We Are RS Softtech had ventured in to the field of IT training, HR Consultancy, Recruitment. Our broad experience in the IT industry has enabled us to undertake this venture in an effort to share our knowledge with young minds. We aim t... Read More

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