Advanced Python Course for Professionals

About the course

Python is the most preferred programming language for the developers and programmers as it is easy to learn and simple to use. This open source high-level language has powerful libraries which help in data manipulation and data analysis. Hence, it has become the popular choice in the big data world. Our Python Course will help you to gain knowledge of the libraries, syntax, codes etc. and work on this wonderful language.

The Python Advanced Course

In our python advanced course, you will master all the advanced concepts of Python. Our course will help you to create and work on your own Python programs, understand which algorithms are apt for a program and work on a real-time project running on Python.

We provide 24/7 LMS support, learning videos for all the chapters for easy understanding of the subject. we offer lifetime access to latest version of videos, course materials, free of cost. We have expert, certified trainers with industry knowledge We have progressively introduced every level as per your career goals.

To learn the advanced course, you should have basic to intermediate level of python programming knowledge. It is not difficult to become a Python expert; you can master this amazing programming language with our training.

This course is useful for

• IT professionals
• IT Developers
• Big Data Professionals
• Project managers
• Programmers
• Software developers
• Software developers dealing with huge data

System requirements

• You should have Windows PC or Apple Mac with OSX
• You should install Python (from python.org)

You must have basic understanding of mathematics

Course Content for Advanced Python

Python Modules

• Introduction to Modules and different types of modules
• Understand the import Statement
• Understand the underscores in Python
• Learn to work with the dir( ) Function
• Learn to create user defined Modules
• Understand to work with command line Arguments
• Learn wot work with Python Module Search Path

 Packages in Python

• Overview and introduction to Package
• Learn to work with a py file
• Learn to import module from a package
• Learn to create a package and sub-package
• Learn to import from Sub-Packages
• Define and describe the popular Python Packages

 Python Date and Time

• Learn to use Date & Date Time Class
• Learn to format Time Output
• Learn to use Time delta Objects
• Learn to use Calendar in Python
• Understand the datetime classes in Python
• Learn to format time output
• Understand the Time Module
• Define and describe Python Calendar Module
• Understand Python Text Calendar, HTML Calendar Class
• Learn to work on Unix Date and Time Commands

 File Handling

• Define data
• Define and describe Information File, File Objects
• Understand different File Modes and Object Attributes
• Learn to create a Text Fil and Append Data to a File and Read a File
• Learn to close a file
• Learn to Read, read line, read lines, write, write lines
• Learn to rename and delete Files
• Identify and understand Directories in Python
• Learn tow work with CSV files and CSV Module
• Learn to handle IO Exceptions

 Python OS Module

• Understand the Shell Script Commands
• Describe the various OS operations in Python
• Understand the Python File System Shell Methods
• Understand exception handling in Python
• Identify Python Errors
• Identify the Common RunTime Errors in Python
• Understand the Abnormal termination
• Learn to work with try and except
• Learn to work with Try, Except, else
• Learn to work with Try and finally
• Understand the argument of an Exception

 Python Class and Objects

• Introduction to OOPs Programming and principles
• Define and describe Classes and objects
• Define and describe Class variables and Instance Variables Constructors
• Understand the access Modifiers
• Define Python Namespace and Self-variable in python
• Garbage Collection
• Define and describe inheritance, types of Inheritance and its working
• Understand what Overloading and Over Riding in Python is
• Define and describe Polymorphism
• Define and describe Abstraction
• Define and describe Encapsulation
• Define and describe Built-In Class Attributes

 Python Regular Expressions

• Define Regular Expression, Regular Expression Syntax, Regular Expressions and Regular Expression Patterns
• Learn to work with Literal characters
• Understand Repetition Cases
• Understand regular expression methods
• Learn to use re.match()
• Learn to find Pattern in Text (re.search())
• Learn to use re.findall for text
• Define Python Flags

Python XML Parser

• Define and describe What is XML
• Understand the difference between XML and HTML and XML, JSON, Gson
• How to Parse XML and Create XML Node
• Understand the difference between Python and JAVA

 Python-Data Base Communication

• Define and describe database and types of Databases
• Define and describe Big Data and types of data?
• Introduction to Oracle
• Introduction to MySQL
• Introduction to SQL server
• Introduction to DB2
• Introduction to Postgre SQL
• Executing the Queries
• Introduction to Bind Variables
• Learn to install Oracle Python Modules
• Learn to execute DML Operations

Multi-Threading

• Understand the concept of Multi-Threading
• Define a thread and describe a threading module and thread Synchronization

 Web Scrapping

• Understand the components of a web page
• Define and describe BeautifulSoup
• Define and describe Urllib2
• Define and describe HTML,CSS,JS,jQuery
• Define and describe Dataframes
• Define and describe PIP
• Learn to install external Modules using PIP

Unit Testing with PyUnit

• Define and describe unit Testing
• Understand the various types of Testings and Methods of testing
• Define and describe PyUnit
• Understand the various Test scenarios, Test Cases, Test suites

Introduction to Python Web Frameworks

• Understand the design of Django
• Learn the advantages of Django
• Define and describe MVC and MVT
• Learn to install Django
• Learn to design Web Pages
• Define and describe HTML5, CSS3, AngularJS
• Define and describe PYTHON Flask, Bottle, Pyramid, Falcon

 GUI Programming-Tkinter

• Introduction to GUI programming
• Understand the components and Events in GUI programming
• Learn to add Controls in GUI programming in Tkinter
• Define and describe Entry Widget, Text Widget, Radio Button, Check Button
• Understand the concepts of List Boxes, Menus, ComboBox

 Data Analytics

• Overview and introduction to data Big Data
• Introduction to NumPY and SciPY
• Introduction to Pandas and MatPlotLib

 Introduction to Machine Learning with Python

• Overview of Machine learning
• Understand the supervised, unsupervised and reinforcement Machine Learning Methods
• Define and describe Predictive Models
• Define and describe descriptive Models
• Understand how to work with Machine Learning
• Overview of Deep Learning

 Data Science

• Define and describe Data Science and its life cycle
• Understand Data Analysis and Data Mining
• Understand the differences between Analytics and Data Science

Internet of Things

• Understand the impact of internet
• Define and describe IOT and history of IOT
• Understand how IOT works and the its future
• Define and describe network, Protocol, smart

 Python with C extension

• Learn to extend Python Program with C
• Learn to write a Python Interface in C
• Understand the fputs()
• Learn to write the C Function for fputs()
• Learn to wrap fputs()
• Learn to write the Init Function
• Understand how to package Python C Extension Module
• Learn to Build and run Python Module
• Learn to raise exceptions and custom exceptions from C code
• Learn to define Constants

 C Python source code

Introduction to CPython source code

• Define and describe a Source Code?
• Understand compiling in CPython using macOS
• Understand compiling in CPython using Linux
• Understand compiling in Compiling CPython (Windows
• Understand the functions of a compiler
• Understand how and why CPython is written in C and not in Python
• Understand the various specifications for python language
• Learn to manage memory in CPython

 The Python Interpreter Process

• Understand how to establish Runtime Configuration
• Understand how to read Files/Input
• Understand the concept of Lexing and Parsing
• Understand abstract Syntax Trees

 The C Python Compiler and Execution Loop

• Understand how to compile with Cpython compiler
• Understand how to compile with Execution

 Objects in CPython

• Learn Base Object Type
• Understand the Bool and Long Integer Type
• Understand the Generator Type

 The CPython Standard Library

• Understand the Python Modules
• Understand the Python and C Modules
• Understand the CPython Regression Test Suite
• Learn to install a Custom Version
• Learn to work with the CPython Source Code

 Django Migration

• Understand which migration to apply in Django
• Learn to work on Migration File
• Understand Migration Operations and Dependencies
• Learn to view the Migration
• Understand how Django detects changes to Models
• Learn to play Chess with Django
• Understand Separate Database and State of Django migration

 Text classification with Python and Keras

• Learn to choose a Data Set
• Define and describe a Baseline Model
• Understand to work on a Primer on (Deep) Neural Networks
• Introduction and installation of Keras
• Understand the concept of a Word Embedding
• Learn One-Hot Encoding
• Learn word Embeddings
• Understand Keras Embedding Layer
• Learn to use pretrained Word Embeddings
• Learn to work with Convolutional Neural Networks (CNN)
• Understand Hyperparameters Optimization

Python – TensorFlow – NumPy

• Understand how to engineer the Test Data
• Understand the Gradient Descent in Pure Python
• Learn to use NumPy and TensorFlow

Speech recognition with Python

• Overview of speech recognition
• Learn to pick and install a Python Speech Recognition Package
• Identify the Recognizer Class

Work with Audio Files

• Supported File Types
• Using record() to Capture Data From a File
• Capturing Segments With offset and duration
• The Effect of Noise on Speech Recognition

Work with Microphones

• Installing PyAudio
• The Microphone Class
• Using listen() to Capture Microphone Input
• Handling Unrecognizable Speech

 AWS Lambda and API Gateway code evaluation

• Define and describe the objectives of AWS Lambda
• Understand Project Setup and Lambda Setup
• Learn to create a function and its testing
• Learn to create API, setup API Gateway and deploy API
• Learn the testing process manually and with cURL