SpotOn Training – Python

DETAILED OUTLINE OF PYTHON COURSE TRAINING IN DUBAI

Core Python
Module 1: An Introduction to Python
    – What can Python do?
    – Python?
    – Good to know
    – Python Syntax compared to other programming languages
    – Python Install

Module 2: Beginning Python Basics
    – The print statement
    – Comments
    – Python Data Structures & Data Types
    – String Operations in Python
    – Simple Input & Output
    – Simple Output Formatting
    – Operators in python

Module 3: Python Program Flow
    – The for loop
    – The range statement
    – Break &Continue
    – Assert
    – Examples for looping

Module 4: Functions & Modules
    – Create your own functions
    – Functions Parameters
    – Variable Arguments
    – Scope of a Function
    – Function Documentations
    – Lambda Functions& map
    – Exercise with functions
    – Create a Module
    – Standard Modules

Module 5: Exceptions Handling
    – Errors
    – Exception handling with try
    – Handling Multiple Exceptions
    – Writing your own Exception

Module 6: File Handling
    – File handling Modes
    – Reading Files
    – Writing& Appending to Files
    – Handling File Exceptions
    – The with statement
    – CSV File Operation and Zip and Unzip file

Module 7: Classes In Python
    – New Style Classes
    – Creating Classes
    – Instance Methods
    – Inheritance
    – Polymorphism
    – Exception Classes & Custom Exceptions

Module 8: Generators and iterators
    – Iterators
    – Generators
    – The Functions any and all
    – With Statement

Module 9: Collections
Named tuple
    – Deque
    – Chain Map
    – Counter
    – Ordered Dict
    – Default dic
    – User Dict
    – User List
    – User String

Module 10: Regular expression
    – Split
    – Working with special characters, date, emails
    – Quantifiers
    – Match and find all character sequence and substitute
    – Search method

Module 11: Threads ESSENTIAL
    – Class and threads
    – Multi-threading
    – Synchronization
    – Treads Life cycle
    – use cases

Module 12
    – Mutability in Python
    – Argument mutability in Python
    – Default values for parameters
    – Mutable default arguments (bad idea)
    – Argument unpacking in Python
    – Python dictionaries

Module 13
    – Regex examples
    – Regex in Python
    – Exercise: secure file names using regex
    – Solution: secure file names using regex
    – Introduction to logging in Python
    – Logging to a file and other features
    – Higher-order functions in Python
    – The built-in iter tools

Module 14
    – Advanced Python Concepts:
    – Data Visualization:
    – Installing mat plot lib
    – World population graph.
    – Adding labels and custom line color

Module 15
    – Big Data Concepts in Python
    – Lambda Functions
    – filter(), map(), and reduce()
    – Sets