40 Real World Data Science, Machine Learning Projects 2025
Learn To Build & Deploy AI, ML, DS, Deep Learning, NLP Web Apps With Python Projects Course(Flask, Django, Heruko Cloud)
Created by Pianalytix • 97,000+ Students Worldwide
About this course
Course content
42 chapters · 305 lessons · 29h 35m totalUdemy - 40 Real World Data Science, Machine Learning Projects 2025 2025-6 1 lessons
01. Introduction To The Course 9 lessons
1. Introduction To The Course
Video
2. Introduction Course Outline
Video
4. Udemy Course Feedback
Video
02. Project-1 Pan Card Tempering Detector App (With Deployment) 10 lessons
1. Introduction to Pan Card Tempering Detector App
Video
2. Loading Libraries and Dataset
Video
3. Creating the Pancard Detector with Opencv
Video
4. Creating the Flask App
Video
5. Creating Important Functions
Video
6. Deploy the App in Heroku
Video
7. Testing the Deployed Pan Card Detector
Video
03. Project-2 Dog breed prediction Flask App 10 lessons
1. Introduction
Video
2. Importing the data and Libraries
Video
3. Data Preprocessing
Video
4. Build and Train Model
Video
5. Testing the Model
Video
6. Creating the Flask App
Video
7. Running the App in System
Video
04. Project-3 Image Watermarking App (With Deployment) 8 lessons
1. Introduction to Image Watermarking App
Video
2. Importing Libraries and Logo
Video
3. Create Text and Image Watermark
Video
4. Creating the App
Video
5. Deploying the App in Heroku
Video
05. Project-4 Traffic sign classification 7 lessons
06. Project-5 Text Extraction From Images App 9 lessons
1. Introduction to Text Extraction From Images App
Video
2. Importing Libraries and Data
Video
3. Extracting the Test from Image
Video
4. Modifying the Extractor
Video
5. Creating the Extractor App
Video
6. Running the Extractor App
Video
07. Project-6 Plant Disease Prediction App (With Deployment) 8 lessons
1. Introduction
Video
2. Importing Libraries and Data
Video
3. Understanding the Data
Video
4. Model Building
Video
5. Creating an App Using Streamlit
Video
08. Project-7 Counting & Detecting Vehicles Flask App 7 lessons
1. Introduction
Video
2. Importing Libraries
Video
3. Transforing Images and Creating Output
Video
4. Creating a Flask App
Video
5. Detect and Count Vehicle Flask App
Exercise
09. Project-8 Face Swapping Deep Learning Application 7 lessons
1. Introduction
Video
2. Importing Libraries and Data
Video
3. Data Preprocessing and Creating Output
Video
4. Creating a Flask Application
Video
10. Project-9 Bird Species Prediction App 8 lessons
1. Introduction
Video
2. Importing Libraries and Data
Video
3. Data Processing
Video
4. Creating ML Model
Video
5. Creating A Flask App
Video
6. Bird Species Flask App
Exercise
11. Project-10 Intel Image Classification App 7 lessons
1. Introduction
Video
2. Importing and Processing data
Video
3. Creating a Model
Video
4. Creating a Flask App
Video
12. Project-11 Sentiment Analysis App (With Deployment) 6 lessons
1. Introduction
Video
2. Project Notebook Google Colab
Video
3. Building Django App
Video
4. Deploying APP in Heroku
Video
5. 1-Sentiment Analysis Code
Exercise
13. Project-12 Attrition Rate Django App 6 lessons
1. Introduction
Video
2. Creating Colab Notebook
Video
3. Creating Django App
Video
4. Deploying App In Heroku
Video
5. 2-Attrition Rate Django code
Exercise
14. Project-13 Pokemon Dataset App (With Deployment) 6 lessons
1. Introduction
Video
2. Creating Colab Notebook
Video
3. Creating DJango APP
Video
4. Deploying APP in Heroku
Video
5. Pokemon APP Code
Exercise
15. Project-14 Face Detection App Streamlit 5 lessons
16. Project-15 Cats Vs Dogs Classification App 7 lessons
1. Introduction
Video
2. Creating Project Notebook
Video
3. Building Model
Video
4. Building Flask App
Video
5. Building Flask App
Video
6. Cats Vs Dogs App Code
Exercise
17. Project-16 Customer Revenue Prediction App (With Deployment) 6 lessons
1. Introduction
Video
2. Colab Notebook
Video
3. Creating Flask App
Video
4. Deploying Flask App
Video
5. Customer Revenue Prediction Code
Exercise
18. Project-17 Gender From Voice Prediction App 6 lessons
1. Introduction
Video
2. Creating Project Notebook
Video
3. Creating Project App Django
Video
4. Deploying The App
Video
5. Voice Gender Prediction code
Exercise
19. Project-18 Restaurant Recommendation System 6 lessons
20. Project-19 Happiness Ranking App 6 lessons
1. Introduction
Video
2. Project Notebook
Video
3. Creating Django App
Video
4. Deploying Django App
Video
5. Happiness Ranking - Code
Exercise
21. Project-20 Forest Fire Prediction App 7 lessons
1. Introduction
Video
2. Project Notebook
Video
3. Project Notebook Part2
Video
4. Creating Django App
Video
5. Deploying Django App
Video
6. Forest Fires App -Code
Exercise
22. Project-21 Black Friday Sale Prediction 7 lessons
1. Importing libraries and data
Video
2. Understanding data
Video
3. Data visulaization and data preprocessing
Video
4. Model building
Video
5. Model building part2
Video
23. Project-22 Sentiment Analysis Using Natural Language Processing 7 lessons
1. Importing libraries and data
Video
2. Text normalization
Video
3. Lemmatization
Video
4. Data preprocessing
Video
5. Model Building
Video
24. Project-23 Parkinson Syndrome Prediction 7 lessons
1. Importing libraries and data
Video
2. Understanding the data
Video
3. data visualization
Video
4. Model building part 1
Video
5. Model building part 2
Video
25. Project-24 Fake News Classifier Using NLP 7 lessons
26. Project-25 Toxic Comment Classifier Using NLP 8 lessons
1. Importing libraries and data
Video
2. Understanding data
Video
3. data visualization and preprocessing
Video
4. Balancing the target column
Video
5. Model building
Video
6. Model evaluation
Video
27. Project-26 Movie Ratings Prediction (IMDB) Using NLP 7 lessons
1. Importing libraries and data
Video
2. Understanding data
Video
3. data visualization
Video
4. data preprocessing
Video
5. Model building
Video
28. Project-27 Air Quality Prediction 9 lessons
1. Importing libraries & Data
Video
2. Understanding data
Video
3. data visualization
Video
4. data preprocessing
Video
5. Feature Engineering
Video
6. Model-building Part1
Video
7. Model building part2
Video
29. Project-28 Covid-19 Case Analysis 6 lessons
30. Project-29 Customer Churning Prediction 7 lessons
31. Project-30 Building A Chatbot Application (NLP) 7 lessons
1. Importing libraries and data
Video
2. Understanding data
Video
3. data visualization
Video
4. text normalization
Video
5. Creating a application
Video
6. Chatbot files
Exercise
32. Project-31 Video Game Sales Prediction Using Machine Learning 7 lessons
1. Introduction
Video
2. Google Colab part-1
Video
3. Google Colab part-2
Video
4. Creating Django App
Video
5. Heroku App Deployment
Video
6. Video games sales - Code
Exercise
33. Project-32 Car Selling Price Prediction - Deploy On Heruko 9 lessons
1. Introduction
Video
2. Machine Learning model building part1
Video
3. Machine Learning model building part2
Video
4. Machine Learning model building part 3
Video
5. Creating Django Application part 1
Video
6. Creating Django Application part2
Video
7. Deploying on Heroku
Video
8. Car selling price prediction -Code
Exercise
34. Project-33 Affair Prediction App & Deploy On Heruko 9 lessons
1. Introduction
Video
2. Introductory Machine Learning model building
Video
3. Feature Building and Selection
Video
4. Model Building
Video
5. Django Application Introduction
Video
6. Django Application building
Video
7. Deploying on Heroku
Video
8. Affair prediction- Code
Exercise
35. Project-34 Create Mushroom Classification App & Deploy On Heruko 7 lessons
1. Introduction
Video
2. Importing libraries and Understanding data
Video
3. Building the model
Video
4. Building Django Application
Video
5. Deploying on Heroku
Video
6. Mushroom Classification App Code
Exercise
36. Project-35 Mobile App Rating Prediction Django App- Deploy On Heruko 8 lessons
1. Introduction
Video
2. Introduction to libraries and dataset
Video
3. Preprocessing the data
Video
4. building the model
Video
5. Django Application
Video
6. Deploying to Heroku
Video
7. Google App rating preiction Code
Exercise
37. Project-36 Heart Attack Risk Prediction With Auto ML 8 lessons
1. Introduction to the Project
Video
2. Importing Libraries and Datasets
Video
3. Data Analysis
Video
4. Model Building Part 1
Video
5. Model building part 2
Video
6. Model building and Predictions using Auto ML( Eval ML )
Video
38. Project-37 Credit Card Fraud Detection using PyCaret 7 lessons
1. Introduction to the Project
Video
2. Importing Libraries and DataSet
Video
3. Data Analysis
Video
4. Model Building using M
Video
5. Model Building and Prediction using PyCaret (Auto ML)
Video
39. Project-38 Flight Fare Detection using Auto SK Learn 10 lessons
1. Introduction to the Project
Video
2. Importing Libraries and DataSet
Video
3. Data Analysis
Video
4. Feature Engineering 1
Video
5. Feature Engineering 2
Video
6. Feature Selection
Video
7. Model Building using ML
Video
8. Model Building and Prediction using Auto SK Learn
Video
40. Project-39 Petrol Price Forecasting using Auto Keras 8 lessons
1. Introduction to the Project
Video
2. Importing Libraries and Data Set
Video
3. Data Analysis and splitting of Data
Video
4. Data Preprocessing
Video
5. Model Building and Prediction using LSTM model
Video
6. Model Building and prediction using ARIMA and Auto Keras (Auto ML)
Video
41. Project-40 Bank Customer Churn Prediction using H2O Auto ML 8 lessons
1. Introduction to the Project
Video
2. Importing Libraries and Data Set
Video
3. Data Analysis
Video
4. Feature Engineering
Video
5. Model Building and Prediction using ANN
Video
6. Model Building and Prediction using H2O Auto ML(Auto ML)
Video
Instructor
Pianalytix • 97,000+ Students Worldwide
Featured course instructor on CourseDen. Follow the source link above to see more of their work.
No account needed — jump straight in.
This course includes:
- 29h 35m of on-demand video
- 305 lessons
- en language
- Access on mobile and TV
- Certificate of completion