Python

Python is an extensive programming language that is majorly used for Rapid Application Development (RAD), prototyping, data analysis, artificial intelligence and scientific computing. It is one of the most simple and straightforward programming languages to learn with an easy syntax.

Spoton , a Python training institute in Dubai , has curated the best industry-oriented python training course structure, involving practical learning and implementation methodology. Python Training will make you an expert in Python Programming Language to become a Professional Python Developer. Learn Python Framework from the Scratch to build dynamic web applications with Hands-on Demo Sessions. This Course will help you to learn Python for Machine Learning,

What you'll learn

The python course training that we offer is hence designed to cover various aspects like python programming environment which includes fundamental python programming techniques like lambdas, reading & manipulating .csv files, and numpy library. Techniques for data manipulation and cleaning are very popular. It uses python pandas data science library. The course also introduces the abstraction of the series & data frame for data analysis. This forms the central data structures for performing data analysis.

Also, python course teaches how to use group by, merge and pivot table functions properly and effectively. The course is designed in such a way that by the end of this module, the student will be confident enough to work on tabular data and perform functions like cleaning, manipulation and running basic inferential statistical analysis practically.

• Install Python and write your first program
• Use variables to store, retrieve and calculate information
• Describe the basics of the Python programming language
• Utilize core programming tools such as functions and loops

COURSE DESCRIPTION

• Even if you have zero programming experience, this course will take you from beginner to professional.
• The curriculum was developed over a period of 2 years, with comprehensive student testing and feedback.
• The course is constantly updated with new content, with new projects and modules determined by students - that's you!
• We'll take you step-by-step through engaging tutorials and teach you everything you need to know to succeed as a Python developer.

COURSE OUTLINE

Python Training Syllabus

Module 1: An Introduction to Python

What can Python do?

Why 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

namedtuple()

deque

ChainMap

Counter

OrderedDict

defaultdict

UserDict

UserList

UserString

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 itertools module

Module 14

Advanced Python Concepts:

Data Visualization:

Installing matplotlib.

World population graph.

Adding labels and custom line color

Module 15

Big Data Concepts in Python

Lambda Functions

filter(), map(), and reduce()

Sets