Python Practical Training for Beginners 2021: Go from basics to advance by developing 6 real Python projects
About This Video
In Detail
Welcome to Python Programming A-Z – …
Python Practical Training for Beginners 2021: Go from basics to advance by developing 6 real Python projects
About This Video
In Detail
Welcome to Python Programming A-Z – Learn Python Programming by Building Six Projects, a course that takes you through your Python journey from beginner to advanced step by step. This course touches on every important concept of the latest version of Python—Python 3.
Throughout the course, we will explore the most essential Python features such as the basics of Python programming; Python operators; Python conditionals and if statements; methods; object-oriented programming; encapsulation, inheritance, and abstract classes; Python data structures; conditionals; loops; the mutability and immutability of Python’s basic types; built-in and user-defined modules; errors and exception handling; custom exceptions; data analysis with Pandas; face recognition with OpenCV; building a GUI application with Tkinter; an automated Twitter bot with Tweepy; understanding the basics of databases and working with SQLite 3; and more!
After completing this course, you will be ready to work as an intern, fresher, or freelancer, and you will also be able to implement everything yourself! Most importantly, you will be ready to use the huge scope offered by Python programming.
Who this book is for
This course is designed for beginners who have never programmed before and want to start programming, and programmers switching languages to Python.
Chapter 1 : Python In 2021
Welcome - Let Us Get Started!
Is Python a Bubble or the Real Deal?
Chapter 2 : Setup - Installing Python
Installing Python on Windows
Different Methods to Execute Python Codes
Python 3.9 Version Update
Chapter 3 : Writing Our First Python Program
Variables and Python Memory Management
Chapter 4 : Datatypes in Python
Datatypes in Python
Sequences in Python
Sets, Dictionary
Literals and Identifiers
Reserve Words - You can’t Use Them!
Chapter 5 : Operators in Python
Operators: Arithmetic, Assignment
Operators: Unary Minus, Relational, Logical, Boolean
Understanding Escape Characters
Chapter 6 : Input and Output
Introduction to Input and Output Statements
Output Statements
Input Statements
Python Built-In Functions and Built-In Module
Chapter 7 : IDE (Integrated Development Environment)
Editor 1 - Working with ATOM
Editor 2 - Working with VS Code
Run .py Through Terminal
Chapter 8 : Python Control Statements
Conditionals: If, If…Else, and Indentation
Conditionals: If…Else Statements with Operators
Conditionals: if…elif…Else Statements + Nested If Statements
Chapter 9 : Loops in Python
While Loop
For Loops - Part 1
For Loops - Part 2
Break and Continue Statements
Chapter 10 : Strings and Characters
Comments and Doc Strings
Diving Deep with “Strings”
Chapter 11 : Lists, Tuples, and Dictionaries
Diving Deep – List
Diving Deep – Tuples
Diving Deep – Dictionaries
Indexing, Slicing, Negative Indexing
Chapter 12 : Functions
What are Functions?
Parameters, Arguments, Return
Formal and Actual Arguments (arg, *arg, **karg)
Local and Global Variables
Chapter 13 : Object-Oriented Programming (OOP)
Introduction to Object-Oriented Programming (OOP)
Classes and Objects in Python (OOP)
Understanding init() Method and ‘self’ Parameter
Solving Task: OOPS
Defining Multiple Constructors in Python
Encapsulation
Public and Private Methods
Inheritance
Getter and Setter
Creating and Importing Module
Creating User-Defined Module
Multiple Inheritance
Understanding super() Function [Part 1]
Understanding super() Function [Part 2]
Python Naming Convention (Classes, Variables, Functions, Methods…)
Composition
Aggregation
Abstract Classes
Discussing Over Import and From
Operator Overloading [Part 1]
Operator Overloading [Part 2]
Chapter 14 : Errors and Exceptions Handling
Errors - Types of Errors!
Exceptions
Exceptions Handling Introduction
Exceptions Handling
Try, Except, Else, and Finally
Raising Exception
Creating User-Defined Exception
Chapter 15 : name == “main”
if name == “main”
Chapter 16 : Python I/O - File Handling
Creating Text Files and Writing Content
Appending Files - 1 | Solving Example - File Handling
Appending Files - 2 | Solving Example - File Handling
How to Read Content from a File
Chapter 17 : Python Package Management System
pip - PyPI for Managing Python packages
Chapter 18 : Project 1 - Face Detection
What is OpenCV?
OpenCV Face Detection with Python
Detecting ‘Elon Musk’ and ‘Mark Zuckerberg’ Faces
Detecting Faces of All Images in the Folder
Chapter 19 : Project 2 - Password Generator
Random Module
Random Password Generator
Readable Password Generator
Chapter 20 : Project 3 - Data Analysis with Pandas
What is Pandas?
Starting with Pandas and iPython
Working with Jupyter Notebooks
Important Jupyter Notebook Commands
Working with CSV, Excel, TXT, and JSON Files
Working with API Response
Indexing and Slicing Dataframe Tables [Part 1]
Indexing and Slicing Dataframe Tables [Part 2]
Deleting Columns and Rows
Adding and Updating New Columns and Rows
Chapter 21 : Project 4 - Get Data with CoinMarketCap API
What is API and Request Methods?
Working with CoinMarketCap API
API Format
Fetching API Data
Extracting API and Coin Data
Creating Coin List and Understanding Portfolio
Creating Portfolio Dictionary
Calculating Profit and Loss
Chapter 22 : Project 5.1 - Building GUI Portfolio App with Tkinter
GUI Introduction - Graphical User Interface
Understanding 3 Steps of Tkinter Working
Tkinter Main Window and Labels
Application Formatting - Adding Header
Application Formatting - Adding More Data
Application Formatting - Improving User Interface
Color Indication for Profit and Loss
Adding Update Button
Creating Executable App (.exe file)
Chapter 23 : Project 5.2 - Understanding Database Basics - SQLite3
Databases - SQL Versus SQLite3
Introduction to SQLite3 and its Workings
Creating Table | Working with DB Browser
Insert Values – Databases
Update Values – Databases
Fetching Data from Database
Delete Data – Database
Creating Functions for Operation – Database
Chapter 24 : Project 5.3 - Tkinter GUI Application with SQLite3 Database
Connecting with Database
Fetching Data from Database
Modifying Current Application
Adding “Add Coin” Button
Adding “Update Coin” - “Delete Coin” Button
Solving Multiple Layer Issue
Adding Notification System - Popup Box
Adding Navigation System - Menu Bar
Chapter 25 : Project 6 - Building Twitter Bot with Python and Tweepy
Section Introduction
Creating Twitter Developer Account
Creating an App and Generation Access Tokens
Installing Tweepy
Update Status Through Bot
Introduction to Auto-Reply
Working with Timeline and Mentions
Iterate Tweets and Add Condition
Storing Replied Tweet IDs
Storing-Accessing Last Seen ID
Replying Tweet
Formatting Function and Testing Bot
Auto Retweet and Auto Like
Setting Up PythonAnyWhere
Deployment Done Along Testing
Auto Retweet to a Particular Hashtag
Implementing Error Handling and Testing Bot
Chapter 26 : Thank You for Being Here
Thank You for Being Here!