Python With Data Science

Introduction of Python Course

This course provides an introduction to programming , the Python language and how to use python in Data Science. Students are introduced not only to core programming concepts like  conditionals statements, loops, variables, functions and data structures but also the various tools such as Numpy, Pandas, Matplotlib. This course includes an overview of the various tools available for writing and running Python, and gets students coding quickly. It also provides hands-on coding exercises using commonly used data structures, writing custom functions, and reading and writing to files. After completion of this course student will be able to do work as Software engineer, Data Scientist, Data Analyst.

Objectives:-

After Python Programming Course student will be able to:

• Data Analyst Job.
• Data Scientist
• Web Development.
• Python Full Stack Development
• Quality Assurance Engineer.
• Software Engineer.
• Educator
• Free Lancing

Brief Contents

OVERVIEW:

• History of Python
• Python Features  and Applications

ENVIRONMENT SETUP

• Local Environment Setup
• Getting, Installing and Running Python Standard views

BASIC SYNTAX

• First Python Program
• Modes: interpreter, editor and IDE
• Python Identifiers, Keywords
• Indentation
• Multi-Line Statements
• Quotation, Comments Waiting for the User Input Multiple Statements on a Single Line

VARIABLE TYPES

• Assigning Values to Variables
• Multiple Assignment
• Standard Data Types Numbers, Strings, Lists Tuples, Dictionary
• Data Type Conversion and Casting

BASIC OPERATORS  

• Types of Operators
• Arithmetic Operators, Comparison Operators, Assignment Operators,  Bitwise Operators, Logical Operators
• Membership Operators, Identity Operators and Operators Precedence
• Triple Quotes
• Unicode String ,Built-in String Methods

STRINGS

• Accessing Values in Strings
• Updating Strings
• Escape Characters String
• Special Operators and String Formatting Operator

DECISION MAKING

• if Statement
• if-else Statement
• The elif Statement
• Nesting of If statement Using if-else as switch-case

LOOPS  

• While Loop
• The Infinite Loop
• For Loop Iterating by Sequence Index Using else Statement with Loops Nested Loops

DATA STRUCTURE

• List.
• Tuples
• Set
• Dictionary

MODULES

• The import Statement T
• Locating Modules
• Creating and importing user defined modules
• The dir( ) Function FILES I/O
• Opening and Closing Files The open Function
• The open Function
• The file Object Attributes
• The close( ) Method
• Reading and Writing Files The write( ) and writelines( ) Methods
• The read( ), readline( ) and readlines( ) Methods
• Opening file in appending mode File Positions, seek( ) function
• File and Directory Related Methods Problem solving based on reading Problem solving based on R/W

EXCEPTIONS

• What is Exception?
• Handling an Exception with try-except The except Clause with No Exceptions
• The except Clause with Multiple Exceptions
• The try-finally Clause
• The try-except-else clause Argument of an Exception
• Raising an Exception The Keyboard interrupt User-Defined Exceptions

CLASSES AND OBJECTS  

• Overview of OOP Terminology
• Creating Classes Creating Instance Objects
• Accessing Attributes
• The static member attributes
• Built-In Class Attributes Destroying Objects (Garbage Collection)
• Class Inheritance Multiple, Hierarchical and Multi-level inheritance
• Overriding Methods Overloading Operators
• Data Hiding

WEB SCRAPPING  

• Introduction to Beautifulsoup
• Extracting text from tags, tables, paragraphsweb scrapping from multiple pages

WEB SCRAPPING USING SELENIUM

• Introduction to automation
• Introduction to selenium
• Installation of selenium and setting-up the Environments
• Invoking the test-cases in various browsers
• Browser related operations
• HTML and CSS basics
• Identification of elements

Analytics with Python 

• Numpy
• Pandas

Visualization 

• Matplotlib
• Seaborn

Course Project
Participants of this course have to work on Real life project/Live project

Certificate

• MIT Certification

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Note: We provide Industrial based training as we provide Engineering Design Services  under Milestone PLM Solutions PVT LTD.