300+ Machine Learning Project Ideas (With Source Code) for Beginners to Experts

If you’ve completed learning Machine Learning but don’t know what project to build next, you’ve come to the right place!
On this page, you will find 300+ Machine Learning Project Ideas (With Source Code) for Beginners to Experts that will help you boost your understanding, strengthen your resume, and increase your chances of landing a job as an ML Engineer. These project ideas range from beginner to expert level, covering real-world applications across various domains.

A Machine Learning (ML) Engineer is a professional who designs, builds, and deploys machine learning models that solve real-world problems using data. ML Engineers work at the intersection of software engineering and data science, focusing on turning machine learning prototypes into scalable, production-ready systems.

How to run the Code

First, you need to understand the project. Many project descriptions are written in the README file on GitHub, often including instructions on how to run the code.

Some step follow

First, download the code or clone the code and understand it

If has requirements.txt file is available, then simply install it. If working project, then good; if not, then you need to upgrade the library because the code was written in the old version of Python and the library and if you use the new version of Python, you simply upgrade the library.

Beginner Machine Learning Projects

S.No	Project Name	Source Code
1	Instagram Reach Analysis and Prediction	Click Here
2	Online Payments Fraud Detection	Click Here
3	Waiter Tips Analysis & Prediction	Click Here
4	Ukraine vs Russia Twitter Sentiment Analysis	Click Here
5	Future Sales Prediction	Click Here
6	Stock Price Prediction	Click Here
7	Flipkart Reviews Sentiment Analysis	Click Here
8	Covid-19 Deaths Prediction	Click Here
9	Stock Price Prediction with LSTM Neural Network	Click Here
10	Cryptocurrency Price Prediction	Click Here
11	Article Recommendation System	Click Here
12	Netflix Stock Price Prediction	Click Here
13	Time Series Analysis	Click Here
14	Classification with Neural Networks	Click Here
15	Stress Detection	Click Here
16	Training and Giving Inputs to a Machine Learning Model	Click Here
17	Product Demand Prediction	Click Here
18	Electricity Price Prediction	Click Here
19	Language Detection	Click Here
20	Adding Labels to a Dataset for Sentiment Analysis	Click Here
21	Pfizer Vaccine Sentiment Analysis	Click Here
22	News Classification	Click Here
23	Iris Flower Classification	Click Here
24	Water Quality Analysis	Click Here
25	Twitter Sentiment Analysis	Click Here
26	Squid Game Sentiment Analysis	Click Here
27	Comparison of Classification Algorithms	Click Here
28	Tata Motors Stock Price Prediction	Click Here
29	Health Insurance Premium Prediction	Click Here
30	Movie Rating Analysis for Beginners	Click Here
31	Number of Orders Prediction	Click Here
32	Apple Stock Price Prediction	Click Here
33	Insurance Prediction	Click Here
34	Worldwide Billionaires Analysis	Click Here
35	Unemployment Analysis	Click Here
36	Car Price Prediction Model	Click Here
37	Spam Detection	Click Here
38	Count Objects in Image	Click Here
39	WhatsApp Chats Sentiment Analysis	Click Here
40	WhatsApp Chats Analysis	Click Here
41	Microsoft Stock Price Prediction	Click Here
42	Covid-19 Vaccine Analysis	Click Here
43	Video Game Sales Prediction Model	Click Here
44	Student Grades Prediction Model	Click Here
45	Uber Trips Analysis	Click Here
46	Google Search Analysis	Click Here
47	Tesla Stock Price Prediction Model	Click Here
48	Financial Budget Analysis	Click Here
49	Click-Through Rate Prediction Model	Click Here
50	Interactive Language Translator	Click Here
51	Language Detection	Click Here
52	Create a Chatbot with Python	Click Here
53	Best Streaming Service Analysis	Click Here
54	Data Science Project on President Heights	Click Here
55	Data Science Project on Birth Rate Analysis	Click Here
56	Text Summarization	Click Here
57	Keyword Extraction	Click Here
58	Data Science Projects on Finance	Click Here
59	Machine Learning Projects on Binary Classification	Click Here
60	Data Science Projects on Marketing	Click Here

Today, AI & ML are a very popular field because every industry uses this technology to save time and money.

Good salary paid by the it company if you have good knowledge in the AI & ML field. This field became more popular when Chat GPT came into the picture, which changed the world.

Now, today is a highly demanded subject of AI and ML, almost every software entry, AI like Video editing software, pictures and websites, AI Agent.

Advanced Machine Learning Projects

Now, these are the projects where you will deal with real-time problems.

S.No	Project Name	Source Code
1	ML-based Personalized Learning Platform	Click Here
2	AI for Detecting Fake Scientific Papers	Click Here
3	Predictive Analytics for Music Trends	Click Here
4	AI for Automated Code Review	Click Here
5	ML-based Virtual Interior Designer	Click Here
6	AI for Detecting Fake Job Interviews	Click Here
7	ML-based Smart Home Energy Saver	Click Here
8	Predictive Analytics for Fashion Trends	Click Here
9	AI for Automated Storytelling	Click Here
10	ML-based Virtual Travel Guide	Click Here
11	AI for Detecting Misinformation	Click Here
12	ML-based Personal Finance Advisor	Click Here
13	Predictive Analytics for E-sports	Click Here
14	AI for Automated News Summarization	Click Here
15	ML-based Smart Calendar	Click Here
16	AI for Detecting Fake Images	Click Here
17	ML-based Virtual Makeup Try-on	Click Here
18	Predictive Analytics for Energy Usage	Click Here
19	AI for Automated Meme Generation	Click Here
20	ML-based Poetry Generator	Click Here
21	AI for Detecting Spam Calls	Click Here
22	ML-based Smart Alarm Clock	Click Here
23	Predictive Analytics for Airlines	Click Here
24	AI for Automated Resume Builder	Click Here
25	ML-based Emotion-aware Music Player	Click Here
26	AI for Detecting Fake Reviews	Click Here
27	ML-based Virtual Stylist	Click Here
28	Predictive Analytics for Real Estate	Click Here
29	AI for Automated Grading System	Click Here
30	ML-based Quiz Generator	Click Here
31	Smart Mirror with Face Recognition	Click Here
32	AI for Detecting Cyberbullying	Click Here
33	ML-based Language Tutor	Click Here
34	Predictive Analytics for Tourism	Click Here
35	AI for Automated Invoice Processing	Click Here
36	ML-based Pet Recognition	Click Here
37	AI for Detecting Toxic Comments	Click Here
38	ML-based Voice Assistant for Disabled	Click Here
39	Predictive Modeling for Sports Injuries	Click Here
40	AI for Detecting Fake Profiles	Click Here
41	ML-based Waste Sorting	Click Here
42	Smart Traffic Light Control	Click Here
43	AI for Detecting Plagiarism	Click Here
44	ML-based Music Composer	Click Here
45	Predictive Analytics for Retail	Click Here
46	AI-based Legal Document Analysis	Click Here
47	ML-based Fitness Tracker	Click Here
48	Real-time Translation for Sign Language	Click Here
49	AI for Game Cheat Detection	Click Here
50	ML-based Sleep Quality Analysis	Click Here
51	AI for Detecting Deepfake Videos	Click Here
52	ML-based Diet Recommendation	Click Here
53	Predictive Typing for Mobile Apps	Click Here
54	AI-based Sudoku Solver	Click Here
55	Deep Learning for Art Generation	Click Here
56	ML-based Password Strength Checker	Click Here
57	Autonomous Drone Navigation	Click Here
58	Gait Recognition for Biometrics	Click Here
59	AI-based Virtual Assistant	Click Here
60	Mental Health Chatbot	Click Here
61	Voice Cloning with Deep Learning	Click Here
62	Predictive Maintenance for Machines	Click Here
63	Smart Agriculture with IoT and ML	Click Here
64	Personality Prediction from Text	Click Here
65	Wildlife Animal Detection	Click Here
66	Smart Parking System with ML	Click Here
67	E-commerce Product Tagging	Click Here
68	Fake Job Posting Detection	Click Here
69	Sports Match Outcome Prediction	Click Here
70	Real-time Object Tracking	Click Here
71	Credit Score Classification	Click Here
72	Plant Disease Detection	Click Here
73	Emotion Recognition from Speech	Click Here
74	Anomaly Detection in IoT Devices	Click Here
75	Parkinson’s Disease Detection	Click Here
76	Restaurant Review Sentiment Analysis	Click Here
77	Crime Rate Prediction by City	Click Here
78	Smart Home Automation with ML	Click Here
79	Air Quality Index Prediction	Click Here
80	Music Genre Classification	Click Here
81	Loan Approval Prediction Model	Click Here
82	Traffic Sign Recognition with CNN	Click Here
83	Sarcasm Detection	Click Here
84	Amazon Product Reviews Sentiment Analysis	Click Here
85	Social Media Followers Prediction	Click Here
86	Hate Speech Detection	Click Here
87	End-to-end Hate Speech Detection System	Click Here
88	End-to-end Fake News Detection System	Click Here
89	End-to-end Spam Detection System	Click Here
90	Hotel Reviews Sentiment Analysis	Click Here
91	Real-time Gender Detection System	Click Here
92	Dogecoin Price Prediction	Click Here
93	Google Play Store Sentiment Analysis	Click Here
94	Amazon Alexa Reviews Sentiment Analysis	Click Here
95	Social Media Ads Classification	Click Here
96	Fake News Detection	Click Here
97	End-to-End Machine Learning Model	Click Here
98	Gender Detection	Click Here
99	Sales Prediction	Click Here
100	Currency Exchange Rate Prediction	Click Here
101	End-to-end Machine Learning Project	Click Here
102	Profit Prediction Model	Click Here
103	Automatic Time Series Forecasting	Click Here
104	Ted-Talks Recommendation System	Click Here
105	Real-time Sentiment Analysis	Click Here
106	Amazon Recommendation System	Click Here
107	Mobile Price Classification	Click Here
108	Spotify Recommendation System	Click Here
109	Text Emotions Detection	Click Here
110	Hotel Recommendation System	Click Here
111	Bankruptcy Prediction Model	Click Here
112	Customer Personality Analysis	Click Here
113	Instagram Algorithm	Click Here
114	Diamond Price Prediction Model	Click Here
115	Book Recommendation System	Click Here
116	Netflix Data Analysis	Click Here
117	Satellite Imagery Analysis	Click Here
118	Topic Modelling	Click Here
119	Covid-19 Vaccine Sentiment Analysis	Click Here
120	Human Activity Recognition Model	Click Here
121	Cohort Analysis	Click Here
122	End to end Machine Learning Project	Click Here
123	Life Expectancy Analysis	Click Here
124	Bitcoin Price Prediction	Click Here
125	Human Resource Analysis	Click Here
126	Energy Consumption Prediction	Click Here
127	LightGBM Model	Click Here
128	FastAI Model	Click Here
129	House Price Prediction	Click Here
130	Real-Time Face Mask Detection	Click Here
131	Netflix Recommendation System	Click Here
132	Named Entity Recognition	Click Here
133	Number Plate Detection	Click Here
134	IPL Analysis with Python	Click Here
135	Gold Price Prediction	Click Here
136	Object Detection	Click Here
137	Highest-Paid Athletes Analysis	Click Here
138	Text Generation	Click Here
139	Spelling Correction with Python	Click Here
140	Income Classification	Click Here
141	Customer Churn Prediction	Click Here
142	Language Translation Model	Click Here
143	Resume Screening	Click Here
144	Sign Language Classification	Click Here
145	Online Shopping Intention Analysis	Click Here
146	Network Graph Analysis	Click Here
147	Keyword Extraction	Click Here
148	Amazon Best Selling Books Analysis	Click Here
149	Covid-19 Cases Prediction for Next 30 Days	Click Here
150	YouTube Trending Videos Analysis	Click Here
151	Gender Classification	Click Here
152	Flower Recognition	Click Here
153	Pneumonia Detection	Click Here
154	Employee Attrition Prediction	Click Here
155	Hand Gesture Recognition	Click Here
156	Face mask Detection	Click Here
157	Market Basket Analysis using Apriori Algorithm	Click Here
158	Breast Cancer Detection	Click Here
159	Earthquake Prediction Model	Click Here
160	Outlier Detection	Click Here
161	Heart Disease Prediction	Click Here
162	Plastic Users Analysis	Click Here
163	Landmark Detection	Click Here
164	Chatbot with Machine Learning	Click Here
165	Next Word Prediction Model	Click Here
166	Age and Gender Detection with Python	Click Here
167	Autocorrect Keyboard with Python and Machine Learning.	Click Here
168	Music Recommendations system	Click Here
169	Deepfake Detection with Machine Learning	Click Here
170	Predict US Elections with Python.	Click Here
171	Fake Currency Detection with Machine Learning	Click Here
172	Predict Tinder Matches with Machine Learning	Click Here
173	Image Segmentation	Click Here
174	Title Generator with Python	Click Here
175	Build Google Search Algorithm with Python	Click Here
176	Face Landmarks Detection	Click Here
177	Pencil Sketch with Python	Click Here
178	OpenAI Gym in Machine Learning	Click Here
179	Machine Translation Model	Click Here
180	Covid 19 Analysis	Click Here
181	Build the TikTok Algorithm with Machine Learning	Click Here
182	Analyze ILP Matches	Click Here
183	Barcode and QR code Reader with Python	Click Here
184	Extract Text From PDF with Python.	Click Here
185	Predict IPL Winner 2025	Click Here
186	Predict Car Prices	Click Here
187	Analyze Call Records	Click Here
188	Create an API with Python	Click Here
189	Send Custom Emails with Python	Click Here
190	Colour Recognition with Machine Learning	Click Here
191	Create a 3D Video Animation	Click Here
192	Graph Algorithms in Machine Learning	Click Here
193	Image Features Extraction	Click Here
194	Rainfall Prediction with Machine Learning	Click Here
195	Classify Nationalities with Machine Learning	Click Here
196	Fraud Detection with Machine Learning	Click Here
197	Product Recommendation system	Click Here
198	Named Entity Recognition	Click Here
199	WhatsApp Group Chat Analysis	Click Here
200	Translate Languages Using Python	Click Here
201	Network Security Analysis	Click Here
202	Bar Chart Race with Python	Click Here
203	Keyword Research with Python	Click Here
204	Fashion Recommendation System	Click Here
205	Face Detection with Python	Click Here
206	Emotion Detection Model	Click Here
207	Telegram Bot with Python	Click Here
208	Handwriting Recognition	Click Here
209	Visualize a Solar System with Python	Click Here
210	Hate Speech Detection Model	Click Here
211	Build Instagram Filters with Python	Click Here
212	Contact Tracing with Machine Learning	Click Here
213	Deploy a Chatbot with Python into a Web Application	Click Here
214	Summarize Text with Machine Learning	Click Here
215	Language Classification with Machine Learning	Click Here
216	OTP Verification GUI with Python	Click Here
217	Create an Audiobook with Python	Click Here
218	Titanic Survival Analysis	Click Here
219	Image Recognition with PyTorch	Click Here
220	Gender Classification Model	Click Here
221	Daily Births Forecasting	Click Here
222	Tensorflow hand detection Project	Click Here
223	Galaxy Classification with Machine Learning	Click Here
224	Time Series with LSTM Model	Click Here
225	Image Classification with TensorFlow	Click Here
226	Predict Weather with Machine Learning	Click Here
227	Create a Package with Python	Click Here
228	Computer Vision with Python	Click Here
229	Diamonds Analysis with Python	Click Here
230	Text Classification with TensorFlow	Click Here
231	Ridge and Lasso Regression	Click Here
232	Predict Fuel Efficiency	Click Here
233	ABC Analysis with Python	Click Here
234	Analyse Healthcare Data	Click Here
235	Genetic Algorithm with Python	Click Here
236	Data Science Project on Handwritten Digits	Click Here
237	SMS spam detection using machine learning	Click Here
238	Data Science Project on- Support Vector Machines	Click Here
239	Build a Neural Network with Python Code	Click Here
240	Email spam Detection with Machine Learning	Click Here
241	Heart Disease Prediction with Machine Learning	Click Here
242	Student Performance Analysis with Machine Learning	Click Here
243	Data Science Project on FIFA Analysis with python	Click Here
244	Music genre classification machine learning project	Click Here
245	DNA Sequencing with Machine Learning	Click Here
246	Book Recommendation System with Machine Learning	Click Here
247	Bitcoin Price Prediction with Machine Learning	Click Here
248	Movie Reviews Sentiment Analysis -Binary Classification with Machine Learning	Click Here
249	Supermarket Sales Analysis	Click Here
250	GDP Analysis	Click Here
251	Human Activity Recognition using Smartphone Data	Click Here
252	Credit Card Fraud Detection with Machine Learning	Click Here
253	Online Grocery Recommendation using Collaborative Filtering	Click Here
254	Customer Segmentation with Machine Learning	Click Here
255	Natural Language Processing on WhatsApp Chats	Click Here
256	Catching Illegal Fishing Project	Click Here
257	MNIST Digit Classification Machine Learning Project	Click Here
258	Audio Feature Extraction	Click Here
259	Wine Quality Test Project	Click Here
260	Bone Segmentation MRI Scans	Click Here
261	WhatsApp Group Chat Analysis	Click Here
262	chess AI	Click Here
263	Automatic License Number Plate Recognition System	Click Here
264	Machine Learning Projects on Social Media Analysis	Click Here
265	Job Recommendation System	Click Here

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