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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 fromhere.
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:
1.Online Payments Fraud Detection
3.Waiter Tips Analysis & Prediction
5.Flipkart Reviews Sentiment Analysis
6.Stock Price Prediction with LSTM Neural Network
7.Cryptocurrency Price Prediction for the next 30 days
8.Article Recommendation System
9.Netflix Stock Price Prediction
11.Classification with Neural Networks
13.AlexNet Neural Network Architecture
14.Visualizing a Machine Learning Algorithm
15.Training and Giving Inputs to a Machine Learning Model
17.Electricity Price Prediction
19.Adding Labels to a Dataset for Sentiment Analysis
20.Pfizer Vaccine Sentiment Analysis
22.Omicron Variant Sentiment Analysis
26.Squid Game Sentiment Analysis
27.Comparison of Classification Algorithms
28.Tata Motors Stock Price Prediction
29.Health Insurance Premium Prediction
30.Movie Rating Analysis for Beginners
31.Number of Orders Prediction
32.Apple Stock Price Prediction
34.Worldwide Billionaires Analysis
39.WhatsApp Chats Sentiment Analysis
41.Microsoft Stock Price Prediction
43.Video Game Sales Prediction Model
44.Student Grades Prediction Model
45.Saving a Machine Learning Model
48.Tesla Stock Price Prediction Model
50.Click-Through Rate Prediction Model
51.Interactive Language Translator
53.Create a Chatbot with Python
54.Best Streaming Service Analysis
55.Data Science Project on President Heights
56.Data Science Project on Birth Rate Analysis
57.Data Science Project on Time Series
58.Data Science Project on Area and Population
59.A Complete Machine Learning Project Walkthrough
62.Data Science Projects on Finance
63.Data Science Projects on Marketing
64.End to end Machine Learning Projects
65.Machine Learning Projects on Binary Classification
66.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:
2.Social Media Followers Prediction
3.Amazon Product Reviews Sentiment Analysis
5.End-to-end Hate Speech Detection System
6.End-to-end Fake News Detection System
7.End-to-end Spam Detection System
8.Hotel Reviews Sentiment Analysis
9.Real-time Gender Detection System
11.Google Play Store Sentiment Analysis
12.Amazon Alexa Reviews Sentiment Analysis
13.Social Media Ads Classification
15.End-to-End Machine Learning Model
18.Currency Exchange Rate Prediction
19.End-to-end Machine Learning Project
21.Automatic Time Series Forecasting
22.Ted-Talks Recommendation System
23.Real-time Sentiment Analysis
24.Amazon Recommendation System
25.Mobile Price Classification
27.Real-Time Face Mask Detection
31.Age and Gender Detection with Python
32.Autocorrect Keyboard with Python and Machine Learning.
33.Machine Learning in 5 lines of code.
34.Deepfake Detection with Machine Learning.
35.Predict US Elections with Python.
36.Fake Currency Detection with Machine Learning.
37.Predict Tinder Matches with Machine Learning.
39.OpenAI Gym in Machine Learning
40.Fraud Detection with Machine Learning.
42.WhatsApp Group Chat Analysis
45.Visualize a Solar System with Python.
46.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.
