Python Tutorial

Introduction Python Features Python Applications System requirements for Python Python Installation Python Examples Python Basics Python Indentation Python Variables Python Data Types Python IDE Python Keywords Python Operators Python Comments Python Pass Statement

Python Conditional Statements

Python if Statement Python elif Statement Python If-else statement Python Switch Case

Python Loops

Python for loop Python while loop Python Break Statement Python Continue Statement Python Goto Statement

Python Arrays

Python Array Python Matrix

Python Strings

Python Strings Python Regex

Python Built-in Data Structure

Python Lists Python Tuples Python Lists vs Tuples Python Dictionary Python Sets

Python Functions

Python Function Python min() function Python max() function Python User-define Functions Python Built-in Functions Python Recursion Anonymous/Lambda Function in Python python apply() Function Python lambda() Function

Python File Handling

Python File Handling Python Read CSV Python Write CSV Python Read Excel Python Write Excel Python Read Text File Python Write Text File Read JSON File in Python

Python Exception Handling

Python Exception Handling Python Errors and exceptions Python Assert

Python OOPs Concept

OOPs Concepts in Python Classes & Objects in Python Inheritance in Python Polymorphism in Python Python Encapsulation Python Constructor Python Super function Python Static Method Static Variables in Python Abstraction in Python

Python Iterators

Iterators in Python Yield Statement In Python Python Yield vs Return

Python Generators

Python Generator

Python Decorators

Python Decorator

Python Functions and Methods

Python Built-in Functions Python String Methods Python List Methods Python Dictionary Methods Python Tuple Methods Python Set Methods

Python Modules

Python Modules Python Datetime Module Python Math Module Python Import Module Python Time Module Python Random Module Python Calendar Module CSV Module in Python Python Subprocess Module Python Subprocess

Python MySQL

Python MySQL Python MySQL Client Update Operation Delete Operation Database Connection Creating new Database using Python MySQL Creating Tables Performing Transactions

Python MongoDB

Python MongoDB

Python SQLite

Python SQLite

Python Data Structure Implementation

Python Stack Python Queue Python Linked List Python Hash Table Python Graph

Python Advance Topics

Speech Recognition in Python Face Recognition in Python Python Linear regression Python Rest API Python Command Line Arguments Python JSON Python Virtual Environment Type Casting in Python Python Collections Python Commands Python Data Visualization Python Debugger Python DefaultDict Python Enumerate

Python 2

What is Python 2

Python 3

Anaconda in Python 3 Anaconda python 3 installation for windows 10 List Comprehension in Python3

Misc

Python PPTX Python Pickle Python Seaborn Python Coroutine Python EOL Python Infinity Python math.cos and math.acos function Python Project Ideas Based On Django Reverse a String in Python Reverse a Number in Python Python Word Tokenizer Python Trigonometric Functions Python try catch exception GUI Calculator in Python Implementing geometric shapes into the game in python Installing Packages in Python Python Try Except Python Sending Email Socket Programming in Python Python CGI Programming Python Data Structures Python abstract class Python Compiler Python K-Means Clustering NSE Tools In Python Operator Module In Python Palindrome In Python Permutations in Python Pillow Python introduction and setup Python Functionalities of Pillow Module Python Argmin Python whois Python JSON Schema Python lock Return Statement In Python Reverse a sentence In Python tell() function in Python Why learn Python? Write Dictionary to CSV in Python Write a String in Python Binary Search Visualization using Pygame in Python Latest Project Ideas using Python 2022 Closest Pair of Points in Python ComboBox in Python Python vs R Best resources to learn Numpy and Pandas in python Check Letter in a String Python Python Console Python Control Statements Convert Float to Int in Python using Pandas Difference between python list and tuple Importing Numpy in Pycharm Python Key Error Python NewLine Python tokens and character set Python Strong Number any() Keyword in python Best Database in Python Check whether dir is empty or not in python Comments in the Python Programming Language Convert int to Float in Python using Pandas Decision Tree Classification in Python End Parameter in python __GETITEM__ and __SETITEM__ in Python Python Namespace Python GUI Programming List Assignment Index out of Range in Python List Iteration in Python List Index out of Range Python for Loop List Subtract in Python Python Empty Tuple Python Escape Characters Sentence to python vector Slicing of a String in Python Executing Shell Commands in Python Genetic Algorithm in python Get index of element in array in python Looping through Data Frame in Python Syntax of Map function in Python After Python What Should I Learn Python AIOHTTP Alexa Python Artificial intelligence mini projects ideas in python Artificial intelligence mini projects with source code in Python Find whether the given stringnumber is palindrome or not First Unique Character in a String Python Python Network Programming Python Interface Python Multithreading Python Interpreter Data Distribution in python Flutter with tensor flow in python Front end in python Iterate a Dictionary in Python Iterate a Dictionary in Python – Part 2 Allocate a minimum number of pages in python Assertion Errors and Attribute Errors in Python Checking whether a String Contains a Set of Characters in python Python Control Flow Statements *Args and **Kwargs in Python Bar Plot in Python Conditional Expressions in Python Function annotations() in Python How to Write a Configuration file in Python Image to Text in python import() Function in Python Import py file in Python Multiple Linear Regression using Python Nested Tuple in Python Python String Negative Indexing Reading a File Line by Line in Python Python Comment Block Base Case in Recursive function python ER diagram of the Bank Management System in python Image to NumPy Arrays in Python NOT IN operator in Python One Liner If-Else Statements in Python Sklearn in Python Cube Root in Python Python Variables, Constants and Literals What Does the Percent Sign (%) Mean in Python Creating Web Application in python Notepad++ For Python PyPi TensorFlow Python | Read csv using pandas.read_csv() What is online python free IDE What is Python online compiler Python Ternary Operators Self in Python Python vs Java Python Modulo Python Packages Python Syntax Python Uses Python Bitwise Operators Python Identifiers Python Matrix Multiplication Python AND Operator Python Logical Operators Python Multiprocessing Python Unit Testing __init__ in Python Advantages of Python Is Python Case-sensitive when Dealing with Identifiers Python Boolean Python Call Function Python History Python Image Processing Python main() function Python Permutations and Combinations Difference between Input() and raw_input() functions in Python Conditional Statements in python Confusion Matrix Visualization Python Python Algorithms Python Modules List Difference between Python 2 and Python 3 Is Python Case Sensitive Method Overloading in Python Python Arithmetic Operators Assignment Operators in Python Is Python Object Oriented Programming language Division in Python Python exit commands Continue And Pass Statements In Python Colors In Python Convert String Into Int In Python Convert String To Binary In Python Convert Uppercase To Lowercase In Python Convert XML To JSON In Python Converting Set To List In Python Covariance In Python CSV Module In Python Decision Tree In Python Difference Between Yield And Return In Python Dynamic Typing In Python

How to

How to Substring a String in Python How to Iterate through a Dictionary in Python How to convert integer to float in Python How to reverse a string in Python How to take input in Python How to install Python in Windows How to install Python in Ubuntu How to install PIP in Python How to call a function in Python How to download Python How to comment multiple lines in Python How to create a file in Python How to create a list in Python How to declare array in Python How to clear screen in Python How to convert string to list in Python How to take multiple inputs in Python How to write a program in Python How to compare two strings in Python How to create a dictionary in Python How to create an array in Python How to update Python How to compare two lists in Python How to concatenate two strings in Python How to print pattern in Python How to check data type in python How to slice a list in python How to implement classifiers in Python How To Print Colored Text in Python How to develop a game in python How to print in same line in python How to create a class in python How to find square root in python How to import numy in python How to import pandas in python How to uninstall python How to upgrade PIP in python How to append a string in python How to open a file in python How to Open a file in python with Path How to run a Python file in CMD How to change the names of Columns in Python How to Concat two Dataframes in Python How to Iterate a List in Python How to learn python Online How to Make an App with Python

Sorting

Python Sort List Sort Dictionary in Python Python sort() function Python Bubble Sort

Programs

Factorial Program in Python Prime Number Program in Python Fibonacci Series Program in Python Leap Year Program in Python Palindrome Program in Python Check Palindrome In Python Calculator Program in Python Armstrong Number Program in Python Python Program to add two numbers Anagram Program in Python Even Odd Program in Python GCD Program in Python Python Exit Program Python Program to check Leap Year Operator Overloading in Python Pointers in Python Python Not Equal Operator Raise Exception in Python Salary of Python Developers in India What is a Script in Python

Python Project Ideas for Advanced Developers

Best Python Project Ideas for Advanced Developers

Python is an object-oriented, high-level, interpreted programming language created by a developer known Guido Van Rossum. Python is one of the languages that gathered worldwide attention, and according to the Stack Overflow statistics, 38.8% of its users mainly prefer Python for their projects.

Python is always a more accessible language to learn and master. Being beginner-friendly, the syntax of Python is straightforward to read and follow through. And this is the reason why Python has millions of happy learners around the world!

Moreover, as per the website’s survey, the popularity of Python has surpassed the popularity of C# in the year 2018, as it has exceeded PHP’s popularity in the year 2017. In addition, Python also surpassed Java on the GitHub platform and became the second-most utilized programming language with around 40% more pull requests opened in 2017 than in 2016.

Thus, learning the basic concepts of Python is always a fantastic experience. However, we can replace the learning euphoria by doing some projects. Building some projects becomes a necessary part of what we are learning. And it is normal to have a picture in mind of what we are going to develop, hence the need for project ideas to come in.

In the following article, we will be discussing the importance of building projects, the major platforms for project making, and some challenging project ideas for Python Advanced.

Understanding the importance of Building Projects

Working on a project is vital in order to push your career forward as a Python developer. They allow us to express the knowledge and skills we are acquiring for the best.

Projects can support us in several ways:

  1. Projects help us in building confidence. It is necessary to believe in our ability to make better Software irrespective of the complexity level.
  2. We can also explore new technologies required to build a full-fledged product, such as servers, databases, and a lot more languages.
  3. Projects help us writing better codes and understanding the programming concepts such as object-oriented programming and design patterns.
  4. Building Projects let developers experience a complete software development life cycle (SDLC) that helps them learn how to plan before writing code, maintain the coding process, and update applications timely.

As a Python Developer, there are many things to learn from creating projects.

Picking up a Project Platform

Every Software runs on a platform. This platform provides support to the application so that the user lacking specific technical knowledge can efficiently operate the Software. There are three powerful platforms available: Web, Desktop, Command-line. All we need to build one for the Software we are developing.

Web

Web Applications are the applications running on the web. We can access these applications from any device without being downloaded with internet connectivity. We can create a web application if we want the project to be accessible by everyone over the network.

A web application is divided into a front-end and back-end. The front-end acts as the interface of the application, and the front-end code will let us determine the appearance of the web application. In contrast, the back-end is the part for business logic, and the back-end code will allow us to manipulate and store data.

As an advanced Python developer, it becomes essential to focus on the back-end code majorly. However, keeping the front-end code in mind also, we will require the knowledge of HTML, CSS, and JavaScript to build an interactive interface.

However, Python can also be used for both the back-end, as well as front-end. Python provides the anvil library eliminating the requirement for HTML, CSS, and JavaScript, focusing on the Python script only.

Python also provides some web frameworks like Django and flask to make this easier for building web applications. Apart from these two, there are plenty of frameworks available for building web applications with Python. However, flask and Django remain the most popular web frameworks.

Desktop GUI

Whenever we perform some task on the computer, it is done through an application. Being an Advanced Python developer, it becomes handy for us to create desktop applications.

Moreover, unlike web applications, there is no need to learn any front-end technology in order to build the Graphical User Interface (GUI) applications. We can use Python only to create all the components of the Desktop application.

Python provides various frameworks to build desktop GUI applications. The developers can use PySimpleGUI for the user-friendly experience as an intermediate Python developer. As an Advanced Python developer, the PyQt5 framework appears to quite a powerful and advanced GUI framework; however, it may have a steep learning curve.

We can build any software for the Desktop GUI that can work properly on any operating system such as Windows, Linux, or Mac. Once the project is created, we need to compile the program into an executable file for the preferred operating system.

Command-Line Applications

The Applications that run in a console window are said to be Command-line applications. The Console window is considered as the Terminal on Mac and Linux and the Command Prompt on Windows.

In the Web or Desktop GUI application, we use clicks to perform several functions and tasks, whereas, in Command-line applications, we have to type commands. Thus, it becomes necessary for the users to have some technical knowledge to make use of commands.

The appearance of Command-line applications may not look as beautiful, and it might be tough to use them compared to the applications based on Web and GUI. However, that does not make these applications less influential than them.

We can also customize these command-line applications by applying a variety of colors to the text. To make things easier, there are several libraries available for coloring purposes, such as colored and colorama. These libraries can help us create the application more colorful and beautiful.

In order to build Web Applications, the developers can use various frameworks like docopt, click, and argparse.

Some Python Project Ideas for Advanced

There are a lot of crazy ideas for the Advanced Python project builds. Some of them are listed below:

Typing Speed Game in Python

Typing Speed Game is one of the famous and beneficial games around the users as it helps track the user’s typing speed and improve it with consistent practice. Typing Speed Game can also be one of the project ideas for Advanced Python.

We can design the graphical user interface using the Pygame or Tkinter library, and then the user has to type some random sentences. Once the user completes the typing part, the program displays the typing speed, words per minute, and accuracy.

Library Management System in Python

The Library Management System is a simple program. This program is used for managing the library, such as inserting categories, managing them, books, authors, issued books, and a lot more.

The Library Management System can also be developed as an advanced project idea for Python. This Project consists of the admin side only that performs all the working and management. This digital management sector includes several tasks: Add Book, Issue Book, Return the Book, View Book, Delete a Book, and many more.

The Project can be built using the Tkinter library, adding several functionalities to the program and making it more dynamic to use.

Ludo Game in Python

The game of Ludo is one of the strategy-based games played between two to four players. Every player has four tokens or coins that he/she has to circulate in the definite path by rolling a dice. Every player has the chance to become an obstacle for other players by coming in the same place as the other and eliminating their token. As a consequence, the player has to restart again. The player who circulates all four tokens successfully is considered as Winner.

The game of Ludo appears to be quite a challenging yet fun Project for Python advanced. This Project can be designed on a 2-Dimensional Graphical User Interface (GUI) using the Tkinter library and other tools and utilities.

Pinball Game in Python

Pinball Game is another project idea for Python advanced. The pinball game is one of the exciting arcade games of all time, and it will be fun building one using the Tkinter or pygame library. We can also add obstacles in the game as per the choice.

However, in order to calculate the projection of the ball, we need to understand some concepts of physics.

Chatbot in Python

To spice up things a little bit more, the chatbot can be a good example. A chatbot is software based on Artificial Intelligence designed for interaction with humans in their native languages. The Chatbots are generally converse through textual or auditory methods and can effortlessly mimic the human languages for communication with humans in the way humans do.

We can design a chatbot in Python using the ChatterBot library Python to deliver automated responses to the user input.

Programming a Robot

As an Advanced Python developer, it always interesting to take up some new challenges, and programming a Robot can be the one. However, this Project requires a few hardware which generally adds some cost to the Project.

Developers can also go for a variety of affordable options as well as tons of learning resources.

Content Aggregator

Content Aggregator is a practical application that helps the user find relevant content from the websites as we know that the internet is full of websites, data, and articles. It becomes challenging for one to go through each of them to find something relevant. Hence, the need for a Content Aggregator gets handy. The Content Aggregator automatically searches the popular websites looking for the relevant content and compiles that and lets them choose which content they want. The application is pretty similar to Google but unbiased. Content Aggregation can be considered as the perfect idea for the upcoming python project.

Python File Explorer

Python File Explorer is an important project bounded with numerous Python concepts. We have to create an application that anyone can use in order to explore the files in their system. We can also insert various features such as Search, Cut, Copy, Paste, and many more. We can take the Tkinter library's help for this project build because it allows us to develop GUI applications quickly and conveniently.

We can create the Python File Explorer application with Tkinter by importing the filedialog module from it. This module design allows the users to open and save multiple files and directories.

Plagiarism Checker

Plagiarism Checker is among various tools that are generally used to check plagiarism in documents by Content developers and writers. To create such a program that can search the first few pages of Google and check for plagiarism, we can utilize a library for natural language processing and the Google search API.

Web Crawler

A web crawler is also a practical and significant project in Python to find up-to-date information. As we know, a web crawler is an automated program script that surfs the net and collects the data of a specific webpage. We require to utilize a multi-thread concept for such program development. We can use the request module of Python in order to make the crawler bot, or we can simply use Scrapy. Scrapy is an open-source Python web crawling framework explicitly designed for web scraping and data extraction by using APIs.

Music Player

Everyone loves to listen to music, and many Music Players are available at one's ease. We can also develop the Music Player application that not only plays music but also explores the file directories and searches for music. Designing a Music Player is one of the creative python projects. We can also create an interactive interface for the application.

It looks pretty nice if the application has a neat interface allowing the users to browse through tracks, increase and decrease volume, display the song name, artist, and even album. Music Player project will mainly include the basics of Python programming, algorithm construction, database management, and data processing.

Expense Tracker

As the name suggests, an Expense Tracker is an application that allows users to keep track of their expenses and even examine the costs. Expense Tracker is another advanced yet straightforward project build using Python that helps the users to keep track of their costs.

Expense Tracker is also another trending Python project that should also be able to do statistical analysis, giving accurate insights on the user's expenses, allowing them to plan their costs better. We can also make use of PySimpleGUI to design the application interface and some Python libraries such as Matplotlib and Python for the project.

Conclusion

In this article, we have discovered the critical points of Python, including some project ideas for advanced Python developers. Moreover, we have also learned the importance of developing projects and how building projects can improve our learning skills. We have also discussed that there are generally three types of platforms for project development – Web, Desktop GUI, and Command-line. Then, we have discussed some of the ideas for the next project build for advanced learners of Python. These ideas let the developers learn and explore the deep concepts of Python.



ADVERTISEMENT
ADVERTISEMENT