Advanced Python Online training and Jobsupport Training
By
FuturePoint

Python

Course Description:

This course teaches students how to develop Python applications. Topics covered include the Python  programming language syntax, OO programming using Python, exception handling, file input/output, Database connectivity.

Who Should Attend:

This course is designed for application programmers and designers planning to develop applications using the Python.

 

Benefits of Attendance:

Upon completion of this course, students will be able to:

Run a Python application.

Navigate through the API docs.

Use the Object Oriented paradigm in Python

Understand the division of classes into Python packages.

Use Exceptions to handle run time errors.

Prerequisites:

Knowledge of programing languages such as C  or C++  is desirable but not mandatory.

 

Python Course Content

Core Python

Introduction to Script

●        What is Script, program?

●        Types of Scripts

●        Difference between Script and Programming Languages

●        Features and Limitation of Scripting

●        Types of programming Language Paradigms

Introduction to Python

●        What is Python?

●        Why Python?

●        Who Uses Python?

●        Characteristics of Python

●        History of Python

●        What is PSF?

●        Python Versions

●        How to Download and Install Python

●        Install Python with Diff IDEs

●        Features and Limitations of Python

●        Python Applications

●        Creating Your First Python Program

●        Printing to the Screen

●        Reading Keyboard Input

●        Using Command Prompt and GUI or IDE

●        Python Distributions

Different Modes in PYTHON

●        Execute the Script

●        Interactive and Script Mode

●        Python File Extensions

●        SETTING PATH IN Windows

●        Clear screen inside python

●        Learn Python Main Function

●        Python Comments

●        Quit the Python Shell

●        Shell as a Simple Calculator

●        Order of operations

●        Multiline Statements

●        Quotations in Python

●        Python Path Testing

●        Joining two lines

●        Python Implementation Alternatives

●        Sub Packages in Python

●        Uses of Python in Data Science, IoT

●        Working with Python in Unix/Linux/Windows/Mac/Android..!!

PYTHON NEW IDEs

●        PyCharm IDE

●        How to Work on PyCharm

●        PyCharm Components

●        Debugging process in PyCharm

●        PYTHON Install Anaconda

●        What is Anaconda?

●        Coding Environments

●        Spyder Components

●        General Spyder Features

●        Spyder Shortcut Keys

●        Jupyter Notebook

●        What is Conda? and Conda List?

●        Jupyter and Kernels

●        What is PIP?

Variables in Python

●        What is Variable?

●        Variables and Constants in Python

●        Variable,Variable names and Value

●        Mnemonic Variable Names

●        Values and Types

●        What Does “Type” Mean?

●        Multiple Assignment

●        Python different numerical types

●        Standard Data Types

●        Operators and Operands

●        Order of Operations

●        Swap variables

●        Python Mathematics

●        Type Conversion

●        Mutable Versus Immutable Objects

String Handling

●        What is string?

●        String operations and indices

●        Basic String Operations

●        String Functions, Methods

●        Delete a string

●        String Multiplication and concatenation

●        Python Keywords, Identifiers and Literals

●        String Formatting Operator

●        Structuring with indentation in Python

●        Built-in String Methods

●        Define Data Structure?

●        Data Structures in PYTHON

Python Operators and Operands

●        Arithmetic, Relational Operators and Comparison Operators

●        Python Assignment Operators

●        Short hand Assignment Operators

●        Logical Operators or Bitwise Operators

●        Membership Operators

●        Identity Operators

●        Operator precedence

●        Evaluating Expressions

Python Conditional Statements

●        How to use “if condition” in conditional structures

●        if statement (One-Way Decisions)

●        if .. else statement (Two-way Decisions)

●        How to use “else condition”

●        if .. elif .. else statement (Multi-way)

●        When “else condition” does not work

●        How to use “elif” condition

●        How to execute conditional statement with minimal code

●        Nested IF Statement

Python LOOPS

●        How to use “While Loop” and  “For Loop”

●        How to use For Loop for set of other things besides numbers

●        Break statements, Continue statement, Enumerate function for For Loop

●        Practical Example

●        How to use for loop to repeat the same statement over and again

●        Break, continue statements

Learning Python Strings

●        Accessing Values in Strings

●        Various String Operators

●        Some more examples

●        Python String replace() Method

●        Changing upper and lower case strings

●        Using “join” function for the string

●        Reversing String

●        Split Strings

Sequence or Collections in PYTHON

●        Strings

●        Unicode Strings

●        Lists

●        Tuples

●        buffers

●        xrange

Python Lists

●        Lists are mutable

●        Getting to Lists

●        List indices

●        Traversing a list

●        List operations, slices and methods

●        Map, filter and reduce

●        Deleting elements

●        Lists and strings

Python TUPLE

●        Advantages of Tuple over List

●        Packing and Unpacking

●        Comparing tuples

●        Creating nested tuple

●        Using tuples as keys in dictionaries

●        Deleting Tuples

●        Slicing of Tuple

●        Tuple Membership Test

●        Built-in functions with Tuple

●        Dotted Charts

Python Sets

●        How to create a set?

●        Iteration Over Sets

●        Python Set Methods

●        Python Set Operations

●        Union of sets

●        Built-in Functions with Set

●        Python Frozenset

Python Dictionary

●        How to create a dictionary?

●        PYTHON HASHING?

●        Python Dictionary Methods

●        Copying dictionary

●        Updating Dictionary

●        Delete Keys from the dictionary

●        Dictionary items() Method

●        Sorting the Dictionary

●        Python Dictionary in-built Functions

●        Dictionary len() Method

●        Variable Types

●        Python List cmp() Method

●        Dictionary Str(dict)

Python Functions

●        What is a function?

●        How to define and call a function in Python

●        Types of Functions

●        Significance of Indentation (Space) in Python

●        How Function Return Value?

●        Types of Arguments in Functions

●        Default Arguments and Non-Default Arguments

●        Keyword Argument and Non-keyword Arguments

●        Arbitrary Arguments

●        Rules to define a function in Python

●        Various Forms of Function Arguments

●        Scope and Lifetime of variables

●        Nested Functions

●        Call By Value, Call by Reference

●        Anonymous Functions/Lambda functions

●        Passing functions to function

●        map(), filter(), reduce() functions

●        What is a Docstring?

Advanced Python

Python Modules

●        What is a Module?

●        Types of Modules

●        The import Statement

●        The from…import Statement

●        ..import * Statement

●        Underscores in Python

●        The dir( ) Function

●        Creating User defined Modules

●        Command line Arguments

●        Python Module Search Path

Packages in Python

●        What is a Package?

●        Introduction to Packages?

●        py file

●        Importing module from a package

●        Creating a Package

●        Creating Sub Package

●        Importing from Sub-Packages

●        Popular Python Packages

Python Date and Time

●        How to Use Date & DateTime Class

●        How to Format Time Output

●        How to use Timedelta Objects

●        Calendar in Python

●        datetime classes in Python

●        How to Format Time Output?

●        The Time Module

●        Python Calendar Module

●        Python Text Calendar, HTML Calendar Class

●        Unix Date and Time Commands

File Handling

●        What is a data, Information File?

●        File Objects

●        File Different Modes and Object Attributes

●        How to create a Text Fil and Append Data to a File and Read a File

●        Closing a file

●        Read, read line ,read lines, write, write lines…!!

●        Renaming and Deleting Files

●        Directories in Python

●        Working with CSV files and  CSV Module

●        Handling IO Exceptions

Python OS Module

●        Shell Script Commands

●        Various OS operations in Python

●        Python File System Shell Methods

Python Exception Handling

●        Python Errors

●        Common RunTime Errors in PYTHON

●        Abnormal termination

●        Chain of importance Of Exception

●        Exception Handling

●        Try … Except

●        Try .. Except .. else

●        Try … finally

●        Argument of an Exception

●        Python Custom Exceptions

●        Ignore Errors

●        Assertions

●        UsingAssertionsEffectively

More Advanced PYTHON

●        Python Iterators, Generators, Closures, Decorators and Python @property

Python Class and Objects

●        Introduction to OOPs Programming

●        Object Oriented Programming System

●        OOPS Principles

●        Define Classes

●        Creating Objects

●        Class variables and Instance Variables Constructors

●        Basic concept of Object and Classes

●        Access Modifiers

●        How to define Python classes

●        Python Namespace

●        Self-variable in python

●        Garbage Collection

●        What is Inheritance? Types of Inheritance?

●        How Inheritance works?

●        Python Multiple Inheritance

●        Overloading and Over Riding

●        Polymorphism

●        Abstraction

●        Encapsulation

●        Built-In Class Attributes

Python Regular Expressions

●        What is Regular Expression?

●        Regular Expression Syntax

●        Understanding Regular Expressions

●        Regular Expression Patterns

●        Literal characters

●        Repetition Cases

●        Example of w+ and ^ Expression

●        Example of \s expression in re.split function

●        Using regular expression methods

●        Using re.match()

●        Finding Pattern in Text (re.search())

●        Using re.findall for text

●        Python Flags

●        Methods of Regular Expressions

Python XML Parser

●        What is XML?

●        Difference between XML and HTML  and XML,  JSON, Gson

●        How to Parse XML and Create XML Node

●        Python vs JAVA

●        XML and HTML

Python-Data Base Communication

●        What is Database? Types of Databases?

●        What is DBMS?, RDBMS?

●        What is Big Data? Types of data?

●        Oracle

●        MySQL

●        SQL server

●        DB2

●        Postgre SQL

●        Executing the Queries

●        Bind Variables

●        Installing of Oracle Python Modules

●        Executing DML Operations..!!

Multi-Threading

●        What is Multi-Threading

●        Threading Module

●        Defining a Thread

●        Thread Synchronization

GUI Programming-Tkinter

●        Introduction

●        Components and Events

●        Adding Controls

●        Entry Widget, Text Widget, Radio Button, Check Button

●        List Boxes, Menus, ComboBox

Data Analytics

●        Introduction to data Big Data?

●        Introduction to NumPY and SciPY

●        Introduction to Pandas and MatPlotLib

Introduction to Machine Learning with PYTHON

●        What is Machine learning?

●        Machine Learning Methods

●        Predictive Models

●        Descriptive Models

●        What are the steps used in Machine Learning?

●        What is Deep Learning?

Data Science

●        What is Data Science?

●        Data Science Life Cycle?

●        What is Data Analysis, Data Mining

●        Analytics vs Data Science