Python is widely considered as a beginner-friendly language, one that you can easily get started with and also incrementally expand your skills to build top-notch products.
The best part about learning Python is its wide ubiquity - it is used in web development, machine learning, automation among others, and thus, it is as good as killing multiple birds with one stone!
Grow your Python Programming skills by building real-world projects. Get the complete list of Project Ideas for Computer Science Engineers.
If you are just starting out with Python, you have landed at the right place. By the end of this read, you will be working on an exciting project ALL BY YOURSELF! All you need to do is follow the step-by-step instructions given to complete the project. Read on to find out which project you are going to start today!
1. Instagram Automation
Instagram as an app needs no introduction. But what does need an introduction, is that you can automate your way through IG, including automatically scrolling through the feed, liking and commenting on posts, and in fact, saving some of the data in a separate file, so that it could serve as valuable datasets for image classification and deep learning projects!
Thus, you will get to learn DOM manipulation, automation, and data creation, all of which are not just very critical skills on their own, but also very useful as side skills alongside other projects
You will work with Selenium Web Driver to automate login to IG, go through explore, liking, commenting, following, as well as store URLs and the associated data to media files which could be used as datasets for NLP/DL problems.
Check out some other interesting projects to learn Selenium:
Skills to gain
Once you are done with the project, you will have learned the skills of:
- Python libraries
- Selenium
- Automation
If you are a beginner and have been looking for cool Python project ideas to get hands-on with Python programming, HTML, and CSS, this Python project is made just for you.
Take out 15 hours and add this fascinating project to your resume!
Also read: Top 10 HTML Projects for Beginners and Advanced developers
Download the Complete List of Web Development Projects To Do in 10-75 hours
2. Housing Price prediction
Machine Learning is a field with immense potential and buzz, and thus, most Python beginners feel inclined to start with Machine Learning. And there is no better starting point than this housing price prediction case study.
In fact, the de facto standard starting point in Machine Learning - Andrew NG’s Coursera course, starts with this very example. That, unfortunately, lacks the Python implementation, something that you can compensate for, via this project.
Even though this project in Python is of low complexity, it will expose you to real-world Machine Learning simulation, in a fun way.
You will get hands-on experience with Machine Learning libraries such as SKLearn, Numpy, and more.
Blog Bonus: Gain skills like Plotly, Jupyter, and much more along with SKLearn and Numpy.
In addition, you will get to import and explore a dataset to fit your requirement, preprocess it to remove noise, implement the model using SKLearn, train it on the training dataset, and finally test it on the test dataset.
Skills to gain
In this project, you will learn how to implement multiple Machine Learning models with just a couple lines of code to compare the performances of the different models. And once you are done with this Python project, you can proudly flaunt the following skills with a kick-ass project in your resume:
- Data Visualization
- Basic Data Preprocessing
- Model Implementation
- Basic Machine Learning
Download 4 more free projects to strengthen Data Visualization and Machine Learning basics - Download Now
Who is this for?
This Python mini project is beginner-friendly and only requires some basic knowledge of Python syntax and a foundational understanding of statistics. All you have to do is to complete this simple project in 15 hours is follow these instructions.
Check out project plan3. Cricket alerts in Python
If you are a cricket fan, you know the excitement of sharing the news when a wicket falls or your favorite team hits a sixer! Right? What if you could share this joy with your friends and family without having to touch your phone?
That is exactly what you will be building in this Python mini project.
With the help of Cricinfo API, you will fetch cricket scores in real-time and send out the scores periodically via Telegram.
4 more interesting projects to get your hands dirty with APIs. Complete in 15-50 hours. Download Now!
Skills to gain
This is not only an exciting project to work on but also a great project to show off with the following skills in your bag:
- Working with REST APIs and HTTP requests
- Creating a chatbot
- Jackson
Build real-world projects and learn industry-relevant like serialization, bot building, APIs, and more.
Who should try this
This is an ideal Python project idea for beginners and carries enough detail for a user to start from scratch. Follow the step-by-step instructions given here and own this project in your resume within 15 hours.
Go to project steps4. Stack Overflow Auto Search tool
Few resources are more useful to a developer than our second home, Stack Overflow. But right now, you need to type out errors on the browser and look for answers manually.
Wouldn’t it be cool if, based on the errors your code throws, it automatically searches those errors on Stack Overflow, AND opens the answers in new tabs?
That way, you save the effort of finding out the error and looking for an appropriate answer.
A great chance to grow your Python programmingskills, this one is a must-try among all the coding projects for beginners.
Skills to gain
When you are done with this Python mini project, you would have a deep understanding of the following skills:
- How to interact with REST APIs
- How to make HTTP requests
- Work with different Python libraries like subprocess, web browser, which have several utilities
Who should try this
Best suited for beginner-level developers, this noteworthy mini project on Python will take your Python programming and HTTP requests skills to the next level. From start to end, you can follow the step-by-step action plan given for the project and complete the entire project in about 15 hours.
Check out project planDon’t miss out
Free List of 20+ Unique Web Development Projects to add to your resume. What you’ll find inside:
Projects in Python, Java, Machine Learning. Learn skills like
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Build your favorite projects by following the step-by-step instructions.
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