Python Scripting Certification Training (Online Self Paced)

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Course Description

Python Scripting allows programmers to build applications easily and rapidly. This course is an introduction to Python scripting, which focuses on the concepts of Python. It will help you to perform operations on variable types. You will learn the importance of Python in real time environment and will be able to develop applications based on the Object-Oriented Programming concept.

Introduction to Python

  • Learning Objective: Give a brief idea of what Python is and touch on the basics. 

    Topics:

    • Overview of Python
    • The Companies using Python
    • Other applications in which Python is used
    • Discuss Python Scripts on UNIX/Windows
    • Variables
    • Operands and Expressions
    • Conditional Statements
    • Loops
    • Command Line Arguments
    • Writing to the screen

    Hands-On:

    • Creating “Hello World” code
    • Variables
    • Demonstrating Conditional Statements
    • Demonstrating Loops

Sequences and File Operations

  • Learning Objective: Learn different types of sequence structures, related operations, and their usage. Also learn diverse ways of opening, reading, and writing to files. 

    Topics:

    • Python files I/O Functions
    • Lists and related operations
    • Tuples and related operations
    • Strings and related operations
    • Sets and related operations
    • Dictionaries and related operations

    Hands-On:

    • Tuple - properties, related operations, compared with list
    • List - properties, related operations
    • Dictionary - properties, related operations
    • Set - properties, related operations

Deep Dive – Functions, OOPs, Modules, Errors and Exceptions

  • Learning Objective: In this module, you will learn how to create generic python scripts, how to address errors/exceptions in code, and finally how to extract/filter content using regex. 

    Topics:

    • Functions
    • Function Parameters
    • Global variables
    • Variable scope and Returning Values
    • Lambda Functions
    • Object Oriented Concepts
    • Standard Libraries
    • Modules Used in Python (OS, Sys, Date and Time etc.)
    • The Import statements
    • Module search path
    • Package installation ways
    • Errors and Exception Handling
    • Handling multiple exceptions

    Hands-On:

    • Functions - syntax, arguments, keyword arguments, return values
    • Lambda - features, syntax, options, compared with the functions
    • Sorting - sequences, dictionaries, limitations of sorting
    • Errors and exceptions - types of issues, remediation
    • Packages and module - modules, import options, sys path

Introduction to NumPy & Pandas

  • Learning Objective: This Module helps you get familiar with the basics of statistics, different types of measures and probability distributions, and the supporting libraries in Python that assist in these operations. 

    Topics:

    • NumPy - arrays
    • Operations on arrays
    • Indexing slicing and iterating
    • Reading and writing arrays on files
    • Pandas - data structures & index operations
    • Reading and Writing data from Excel/CSV formats into Pandas

    Hands-On:

    • NumPy library- Installation, Creating NumPy array, operations performed on NumPy array
    • Pandas library- Installation, creating series and dataframes, Importing and exporting data

Data visualization

  • Learning Objective: In this module, you will learn in detail about data visualization 

    Topics:

    • matplotlib library
    • Grids, axes, plots
    • Markers, colours, fonts and styling
    • Types of plots - bar graphs, pie charts, histograms
    • Contour plots

    Hands-On:

    • Matplotlib - Installation, Using Scatterplot, histogram,bar graph, pie chart to show information, Styling of Plot

Prerequisite

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Available on Request

Principle Instructor

Who should take this course?

The following professionals can go for this Python Scripting course:

  1. Programmers, Developers, Technical Leads, Architects
  2. Business Analysts
  3. Data Scientists, Data Analysts

About Python Scripting Course

  • This course focuses on Introduction to Programming and Scripting, Data Handling, Object-oriented Programming, Exception Handling, Collections and different networking concepts.

Why Learn Python Scripting?

  • You will learn the importance of Python in real time environment and will be able to develop applications based on Object-oriented Programming concept. At the end of this course, you will be able to develop networking applications with suitable GUI.

     

What are the objectives of our Python Scripting Certification Training?

  • After completing this course, you will be able to:

     

    • Know the concepts related to Python as a programming language
    • Comprehend the Scripting concepts
    • Understand the importance of Python in real time environment
    • Understand data types, operators, decision making statements and loops
    • Create and execute functions and modules (Boto3)
    • Create networking application with proper GUI
    • Develop applications based on Object Oriented Programming

Who should go for this training?

  • The following professionals can go for this Python Scripting course:

    1. Programmers, Developers, Technical Leads, Architects
    2. Business Analysts
    3. Data Scientists, Data Analysts

What are the pre-requisites for this Course?

  • Basic understanding of Computer Programming languages and basic concepts related to Data analysis.

     

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