Homebreadcumb forward arrow iconBlogbreadcumb forward arrow iconArtificial Intelligencebreadcumb forward arrow icon8 Interesting Artificial Intelligence Projects in Python For Beginners [2023]

8 Interesting Artificial Intelligence Projects in Python For Beginners [2023]

Last updated:
20th Jan, 2021
Read Time
8 Mins
share image icon
In this article
Chevron in toc
View All
8 Interesting Artificial Intelligence Projects in Python For Beginners [2023]

Studying artificial intelligence and machine learning can be quite daunting. To help you, we have prepared the following article on artificial intelligence projects in Python.

After reading this, you’d have plenty of artificial intelligence project ideas in Python. Let’s get started

Learn AI & ML courses from the World’s top Universities. Earn Masters, Executive PGP, or Advanced Certificate Programs to fast-track your career.

Artificial Intelligence Projects in Python

1. Fake Review Detector

Everyone reads online reviews. Yelp, Trustpilot, Gripeo, and even Google My Business are well-known review sites where consumers come to check others’ reviews on businesses. However, some companies try to deceive customers by adding fake positive reviews. You can create a classifier that can recognize fake reviews and ensure that no fake reviews are allowed on the site.

Ads of upGrad blog

Fake reviews tend to have specific tones and words which you can train your model to identify.

It’s a beginner-level project, so if you haven’t worked on artificial intelligence project ideas in Python before, you can start with this one.

2. Handwriting Recognizer

Computer vision is a central section of artificial intelligence. If you’re interested in using computer vision, then you can start with this project. Here, you have to create a solution that recognizes the handwritten content. You should be familiar with the basics of computer vision to work on this project.

However, it’s also a beginner-friendly task. You should start training your solution with simple symbols such as 0 and 1, then move onto more complicated characters.

3. Spoiler Blocker

In this project, you’d have to create a tool that identifies spam and blocks it automatically. It can be handy for discussion forums and platforms such as Reddit and Tumblr. We all hate spoilers, and if you’re interested in creating a tool related to media and entertainment, then this is the right project for you.

You can add the name of your show or movie, so if it’s mentioned somewhere, the tool will cover it with an image of your choice.

Working on this project will help you learn about natural language processing, which is quite a prominent section of AI and ML.

Best Machine Learning and AI Courses Online

4. Spam Identifier

We have another natural language processing project for you. In this one, you have to create a tool that identifies spam content. Spam identifiers are commonplace these days. From Gmail to Truecaller, many devices use spam identifiers to streamline their user experience.

You can create one with natural language processing. Like the fake review project, you’ll have to identify specific tones and words prevalent in spam emails.

Then, you’d have to use that data to train your model.

Our learners also read – learn python online free!

5. Traffic Analyzer

In this project, you’d have to build a traffic analyzing tool that suggests the optimal path for reaching a specific destination. The tool should check the different factors such as traffic density, length of a path, and the mode of travel while suggesting the right path to take.

You can take inspiration from Google Maps for this project. Apart from Google Maps, online taxi companies such as Uber and Ola utilize this technology as well.

That’s why working on this project would benefit you substantially.

6. Opinion Mining for Website

Sentiment analysis is among the most popular uses of artificial intelligence. In this project, you’d create a solution that analyses users’ comments about a website to see what’s the general opinion about that website.

FYI: Free nlp course!

7. Fire Detection and Localization Through Camera

You can create a solution that detects fire and localizes it through the surveillance cameras’ feeds. It’s an intermediate-level project, and you’d need to use CNN here.

At first, you should begin with a fire identifier and then add the ability to locate the fire so people can escape safely.

In-demand Machine Learning Skills

8. Game Automator (T-rex Dino)

Nearly every internet user has played Google Chrome’s Dino game. It’s the game where you control a dino that runs continuously and has to avoid obstacles through jumping up or bowing down. You can create a machine learning solution that automates the Dino and learns from its mistakes.

To work on this project, you should be familiar with reinforcement learning algorithms. This project is a great way to get a fantastic high score.

Checkout: 15 Interesting ML Projects for beginners

Why You Should Use Python for These Projects

There are many advantages to using Python for AI. When you start learning artificial intelligence and machine learning, you might wonder why Python is so prevalent in this field.

The biggest reason behind Python’s immense popularity is its various libraries. You can say that it has a library for nearly every imaginable task. Python has scikit-learn, NumPy, TensorFlow, and many other libraries that make ML easy.

AI and ML tasks require a lot of coding. Python’s pre-defined packages make this process much more straightforward as they reduce the amount of code you’d need to write.

Python is among the easiest programming languages to learn. Its syntax is very straightforward, which makes it accessible to everyone. This has played a massive role in making it a popular choice for AI and ML professionals.

Another huge reason behind Python’s widespread popularity is its compatibility. You can use Python with all the major systems, including Windows, macOS, Linux.

Because Python has been around for a long time and has many advantages, it has built a thriving community. Its community is very helpful and supportive. This makes it very suitable for beginners in AI and ML.

Why AI is in Demand

AI emerged in the 1950s, and since its arrival, it has grown exponentially. However, you might have noticed that the demand for AI professionals has grown substantially in recent years. You might wonder, “If AI has been around for over six decades, why has it gotten so popular recently?”

Our technological advancements have played a significant role in making AI accessible. Artificial intelligence and machine learning implementations demand a lot of computing power, which was not available before. Since the 1950s, our computing power has increased a trillion-fold, making it easier for us to perform AI processes.

Thanks to smartphones and the internet, the amount of data we generate every day has increased exponentially. We share social media posts, read news articles, shop online, and do a lot of stuff, all of which generate data. The most effective way to handle all of this data is through AI and ML.

The rise of tech giants such as IBM, Microsoft, and Tesla has considerably helped AI become popular. They made the financial commitments necessary that field research in this sector.

Now that we have discussed why we recommend doing artificial intelligence projects in Python and why this technology has become so popular let’s start discussing some artificial intelligence project ideas in Python.

Popular AI and ML Blogs & Free Courses

Start Working on Artificial Intelligence Project Ideas in Python

Ads of upGrad blog

We hope that this article on artificial intelligence projects in Python removed your doubts and questions regarding this topic. The only thing left now is to start working on a project and explore your knowledge. If you have any questions or suggestions regarding these project ideas, please let us know by dropping a comment below. We’d love to hear from you. On the other hand, if you want an individualized learning experience, you can get an AI course.

As you can see, AI is an amazingly powerful tool and startled the world many times, which we can use you in many industries. From finance to social media, it has already become a crucial part of many companies.

Also, If you’re interested to learn more about Machine learning, check out IIIT-B & upGrad’s Executive PG Programme in Machine Learning & AI which is designed for working professionals and offers 450+ hours of rigorous training, 30+ case studies & assignments, IIIT-B Alumni status, 5+ practical hands-on capstone projects & job assistance with top firms.


Pavan Vadapalli

Blog Author
Director of Engineering @ upGrad. Motivated to leverage technology to solve problems. Seasoned leader for startups and fast moving orgs. Working on solving problems of scale and long term technology strategy.
Get Free Consultation

Select Coursecaret down icon
Selectcaret down icon
By clicking 'Submit' you Agree to  
UpGrad's Terms & Conditions

Our Popular Machine Learning Course

Frequently Asked Questions (FAQs)

1Is Python good for Artificial Intelligence?

Yes. Python is a great language to start with AI. The main reason is that Python is an object-oriented language, which means it lets you use objects to represent data and code. This makes Python a natural fit for AI applications. Moreover, Python is a general-purpose language that is used to implement AI solutions for various businesses. You can even use Python for data science and machine learning.

2What are the benefits of artificial intelligence?

Artificial intelligence has and will continue to transform every industry. It will be used to design better and inexpensive products to serve the needs of consumers. It will create better financial services for the masses. It will be used to optimize the performance of factory equipment and help protect the environment. It will apply the laws of physics and human ingenuity with lightning speed and massive amounts of data to protect the citizens of the world. It will use the creative power of human ingenuity to create art and music that would have been impossible without it.

3How does artificial intelligence affect our lives?

Artificial intelligence is the science of machines carrying out tasks that require intelligence when done by humans. Artificial intelligence has been in use for many years. For example, every time you speak to a travel agent, or receive a letter or bill from the Government, this is artificial intelligence. The main purpose of artificial intelligence is to make machines perform tasks that normally require human intelligence - things like reasoning, problem solving, learning, and understanding language. For example, if you ask your computer to look for a particular word or phrase in a document, you are using artificial intelligence. If you ask your computer to analyze your banking transactions and suggest ways of reducing your overdraft, you are also using artificial intelligence.

Explore Free Courses

Suggested Blogs

Top 8 Exciting AWS Projects & Ideas For Beginners [2023]
AWS Projects & Topics Looking for AWS project ideas? Then you’ve come to the right place because, in this article, we’ve shared multiple AWS proj
Read More

by Pavan Vadapalli

19 Sep 2023

Data Preprocessing in Machine Learning: 7 Easy Steps To Follow
Summary: In this article, you will learn about data preprocessing in Machine Learning: 7 easy steps to follow. Acquire the dataset Import all the cr
Read More

by Kechit Goyal

18 Sep 2023

Top 15 IoT Interview Questions & Answers 2023 – For Beginners & Experienced
These days, the minute you indulge in any technology-oriented discussion, interview questions on cloud computing come up in some form or the other. Th
Read More

by Kechit Goyal

15 Sep 2023

45+ Interesting Machine Learning Project Ideas For Beginners [2023]
Summary: In this Article, you will learn Stock Prices Predictor Sports Predictor Develop A Sentiment Analyzer Enhance Healthcare Prepare ML Algorith
Read More

by Jaideep Khare

14 Sep 2023

25 Machine Learning Interview Questions & Answers – Linear Regression
Introduction Machine Learning Interviews can vary according to the types or categories, for instance, a few recruiters ask many Linear Regression int
Read More

by Thulasiram Gunipati

10 Sep 2023

13 Interesting Neural Network Project Ideas & Topics for Beginners [2023]
The topic of neural networks has captivated the world of artificial intelligence and machine learning with its ability to mimic the human brain’
Read More

by Pavan Vadapalli

07 Sep 2023

14 Raspberry Pi Project Ideas & Topics For Beginners in 2023
What is a Raspberry Pi? The Raspberry Pi is a low-cost computer about the size of a credit card that can be connected to a display or TV and controll
Read More

by Kechit Goyal

06 Sep 2023

AWS Salary in India in 2023 [For Freshers & Experienced]
Summary: In this article, you will learn about AWS Salary in India For Freshers & Experienced. AWS Salary in India INR 6,07,000 per annum AW
Read More

by Pavan Vadapalli

04 Sep 2023

9 Interesting Linear Regression Project Ideas & Topics For Beginners [2023]
Linear regression is a popular topic in machine learning. It’s a supervised learning algorithm and finds applications in many sectors. If you’re learn
Read More

by Pavan Vadapalli

02 Sep 2023

Schedule 1:1 free counsellingTalk to Career Expert
footer sticky close icon