Python is the most popular high-level programming language which is used widely. Python projects for MCA students will cover some of the projects which can be picked by students. As it is a general-purpose programming language, projects based on it are used for developing both desktop and web applications.
Python projects for MCA students on Machine learning
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Detection of fake online reviews
On modern techno world, online reviews have great impact on business. Many users take decision on purchase based on the reviews given already. To manipulate reviews based on one’s interest and to detect fake reviews some semi-supervised and supervised text mining models are used.
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Heart Disease prediction using Machine Learning Algorithms
Large amount of data are need to be processed in health care. For those data mining is one of the techniques used often. This system predicts the chance of occurring heart disease in percentage with high accuracy. Large data sets are classified based on medical parameters and processed in python programming with the help of two main Machine Learning Algorithm called Decision Tree Algorithm and Naïve Bayes Algorithm.
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Detection of spammers and fake user identification
People engage in social networks such as Twitter and Facebook are growing tremendously over the period. Hence it turned to be the target platform for the spammers to disperse irrelevant information for promoting their services. So detection of spammers is a common area of research. Here we can analyze Twitter spam detection is based on their ability to detect: fake content, spam based on URL, spam in trending topics, fake users and also based on various features such as user features, content, graph features, structure and time features. This project can use for Python projects for MCA students for their academic project work.
Crop Yield Prediction and Efficient use of Fertilizers
Any farmer is interested to know the yield prediction for their field. In crop yield analysis, data mining is an blooming research. This system provides a model to be accurate and precise in predicting crop yield to improve the crop yield and increase farmer revenue. Based on amount of rainfall in the region, temperature and soil composition [percentage of nutrients like Nitrogen (N), Phosphorous (P), and Potassium (K) in soil, pH level is used ] of the land are analyzed with suitable machine learning algorithms. This also delivers proper recommendations about required fertilizer
Employee Payment Management System
This is a desktop application which is developed in Python platform using Tkinter. These applications calculate salary with overtime details and also generate employee payment slip with tax. Very helpful for managing the salary details for business people.
Online e-commerce portal
Python django and MYSQL used for developing e-commerce portal which has store front (website), back end to maintain all records of products, categories, price, invoice, offers, sales insights and regulate the process of purchase.
Graphical password authentication system
We generally use text password that can easily be hacked. So, to enhance security graphical passwords used. In this project we use pass point scheme, where users can create many points click sequence on a same background image or different image. Sequence of clicks is used to derive the password and it uses four modules namely, Image submission, Image Password Point Mark, Pixel Tolerance Calculation and Authentication.
Plagiarism checker
Checking duplication content is very essential one for the content writers to check their article. Building personal plagiarism checker with python can be done with great ease.
Id card generation system
A system that generates Id card for students in school or college and for the employees at the office will be really interesting idea to implement.
Hotel Seat booking system
One click booking system is made possible using this system which made ease booking process. Collection of all details which user prefers can also be stored here. This is also under Python projects for MCA students and you can select more python projects for use.
Library management system
An Python projects for MCA students application that allows user to issue and return books to and from the library with just one click will save time and promote speed in the process.
Color game using Tkinter in Python
TKinter is used for developing GUI applications and to develop games. In this game player have to enter the correct color name of the word displays on the screen. Based on their answers, score increases and there is also the time limit for this. Here you have more scope of variations and developments.
Here are the list of few more python projects:
- Make Notepad using Tkinter
- Junk File Organizer
- XML parsing in Python
- Hangman Game in Python
- Browser Automation Using Selenium
- Tracking bird migration
- Desktop Notifier in Python
- Character detection from images using OCR
- Twitter Sentiment Analysis using Python
- Image Classifier using CNN
- Automatic Brand Logo detection using Deep learning
- Handling Ajax request in Django
- Morse Code Translator
- Simple Chat Room
- Movie recommendation based on emotion
- Creating a Proxy Web server
- Audio to Sign Language Translator
- Understanding Code Reuse and Modularity
- Implementing Web Scraping in Python
- Computer vision module application to find a target in a live camera
OpenCV projects in python
- Blur an image with OpenCV Python Program
- Cartooning an Image using OpenCV
- Program for Face Detection
- Analyze an image using Histogram
- Program for Vehicle detection in a Video frame
