This article will introduce you to over 100+ machine learning projects solved and explained using Python programming language.
Machine learning is a subfield of artificial intelligence. As machine learning is increasingly used to find models, conduct analysis and make decisions without the final input from humans, it is equally important not only to provide resources to advance algorithms and methodologies but also to invest to attract more stakeholders.
This article on machine learning projects with Python tries to do just that: equip developers of today and tomorrow with tools they can use to better understand, assess, and shape machine learning to achieve success make sure it serves us all.
All machine learning projects below are solved and explained using the Python programming language. If you’re new to Python and want to explore it more before working on the machine learning projects below, you can download a free Python ebook from here.
Machine Learning Projects for Beginners
Before moving to the complex projects in the next section, I advise you to explore these beginner-level projects if you are new to Machine Learning. You only need knowledge of Python libraries like Numpy, Pandas, Malpotlib, Seaborn and Scikit-Learn to understand and work on the projects below:
- Online Payments Fraud Detection
- Future Sales Prediction
- Waiter Tips Analysis & Prediction
- Stock Price Prediction
- Flipkart Reviews Sentiment Analysis
- Stock Price Prediction with LSTM Neural Network
- Cryptocurrency Price Prediction for the next 30 days
- Article Recommendation System
- Netflix Stock Price Prediction
- Time Series Analysis
- Classification with Neural Networks
- Stress Detection
- AlexNet Neural Network Architecture
- Visualizing a Machine Learning Algorithm
- Training and Giving Inputs to a Machine Learning Model
- Product Demand Prediction
- Electricity Price Prediction
- Language Detection
- Adding Labels to a Dataset for Sentiment Analysis
- Pfizer Vaccine Sentiment Analysis
- News Classification
- Omicron Variant Sentiment Analysis
- Iris Flower Classification
- Water Quality Analysis
- Twitter Sentiment Analysis
- Squid Game Sentiment Analysis
- Comparison of Classification Algorithms
- Tata Motors Stock Price Prediction
- Health Insurance Premium Prediction
- Movie Rating Analysis for Beginners
- Number of Orders Prediction
- Apple Stock Price Prediction
- Insurance Prediction
- Worldwide Billionaires Analysis
- Unemployment Analysis
- Car Price Prediction Model
- Spam Detection
- Count Objects in Image
- WhatsApp Chats Sentiment Analysis
- WhatsApp Chats Analysis
- Microsoft Stock Price Prediction
- Covid-19 Vaccine Analysis
- Video Game Sales Prediction Model
- Student Grades Prediction Model
- Saving a Machine Learning Model
- Uber Trips Analysis
- Google Search Analysis
- Tesla Stock Price Prediction Model
- Financial Budget Analysis
- Click-Through Rate Prediction Model
- Interactive Language Translator
- Language Detection
- Create a Chatbot with Python
- Best Streaming Service Analysis
- Data Science Project on President Heights
- Data Science Project on Birth Rate Analysis
- Data Science Project on Time Series
- Data Science Project on Area and Population
- A Complete Machine Learning Project Walkthrough
- Text Summarization
- Keyword Extraction
- Data Science Projects on Finance
- Data Science Projects on Marketing
- End to end Machine Learning Projects
- Machine Learning Projects on Binary Classification
- Data Science Projects Based on Domains
Advanced Machine Learning Projects
Now, these are the projects where you will deal with real-time problems. You need to have some knowledge of Python libraries like Scikit-Learn, TensorFlow, Keras, and PyTorch to understand and work on the projects below:
- Sarcasm Detection
- Social Media Followers Prediction
- Amazon Product Reviews Sentiment Analysis
- Hate Speech Detection
- End-to-end Hate Speech Detection System
- End-to-end Fake News Detection System
- End-to-end Spam Detection System
- Hotel Reviews Sentiment Analysis
- Real-time Gender Detection System
- Dogecoin Price Prediction
- Google Play Store Sentiment Analysis
- Amazon Alexa Reviews Sentiment Analysis
- Social Media Ads Classification
- Fake News Detection
- End-to-End Machine Learning Model
- Gender Detection
- Sales Prediction
- Currency Exchange Rate Prediction
- End-to-end Machine Learning Project
- Profit Prediction Model
- Automatic Time Series Forecasting
- Ted-Talks Recommendation System
- Real-time Sentiment Analysis
- Amazon Recommendation System
- Mobile Price Classification
- House Price Prediction
- Real-Time Face Mask Detection
- Gold Price Prediction
- Object Detection
- Next Word Prediction Model
- Age and Gender Detection with Python
- Autocorrect Keyboard with Python and Machine Learning.
- Machine Learning in 5 lines of code.
- Deepfake Detection with Machine Learning.
- Predict US Elections with Python.
- Fake Currency Detection with Machine Learning.
- Predict Tinder Matches with Machine Learning.
- Pencil Sketch with Python.
- OpenAI Gym in Machine Learning
- Fraud Detection with Machine Learning.
- Topic Modeling with Python
- WhatsApp Group Chat Analysis
- Network Security Analysis
- Handwriting Recognition
- Visualize a Solar System with Python.
- Hate Speech Detection Model
Summary
The above list of projects keep on updating every month, so you will always find some new Machine Learning projects that will help you to get a realtime experience of solving Machine Learning problems.
I hope you liked this article on 100+ machine learning projects solved and explained by using the Python programming language. Feel free to ask your valuable questions in the comments section below.
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 100+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 200+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 200+ Machine Learning Projects Solved and Explained. […]
[…] Also, Read – 200+ Machine Learning Projects Solved and Explained. […]
Thank you! This is a great resource, and I will definetily use this!
keep visiting
Thank you so much!
keep visiting
Excelente !!!
Thanks, keep visiting 🤝
Thanks bro..but please we need datasets for all these projects.
You will find a link in every article to find the dataset
Thanks for this great education.
keep visiting 😇