Python

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.

CIRRICULUM

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

PLACEMENT

CERTIFICATES

TRAINING SUPPORT

WORLD CLASS CURRICULUM

ONE AND ONE MENTORING

FAQ's

What if I'm unable to the batch you enrolled in?

You may attend the next batch in case you are unable to attend the batch you enrolled in. The information about our future batches is always available on our website and on other social media links such as Facebook, Twitter, and Google+.

Do you provide job assistance?

RS Softtech is considered as the leading pioneer in customer, corporate, and online training. Our training professionals impart the best of training experiences with detailed theoretical knowledge and real-time projects, so much so that our students excel in their careers. We provide job assistance in terms of resume preparation and interview etiquettes.

Do you provide any learning material?

Yes, we provide various kinds of learning material which will help you master the course. We provide PDFs, PPTs, Recorded Videos, Certification Related PDFs, and Best Practices. We also provide FAQs for Interviews and Sample Resumes.

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