Data Mining Projects with Documentation
You will always find the updated list of top and best free Data Mining projects with source code in an easy and quick way. Our Free Data Mining projects list has projects for beginners, intermediates as well as experts to learn in 2023.
Data Mining extracts gems of knowledge from vast datasets, uncovering hidden patterns and insights that drive informed decision-making. This practice transforms raw data into actionable intelligence, empowering businesses to strategize with precision.
Data Mining projects provides educational opportunities for college students who wants to acquire new skills and knowledge because they let you learn a lot without paying. You need to be dedicated, curious and take the lead in your learning to get the most out of these free Data Mining projects.
We have provided multiple complete Data Mining Projects for any university student to enhance more knowledge about their Data Mining project and to score better marks in their college exams.
College students can easily make use of all these Data Mining Projects with Source Code and documentation by downloading them. These Data Mining Projects with Source Code will help you tremendously in preparation of your own college projects.
1. Cancer Prediction Using Data Mining Project
Cancer Prediction Using Data Mining Project is an end user support and online consultation project. Here, we propose a web application that allows users to get instant guidance on their cancer disease through an intelligent system online.
The application is fed with various details and the cancer disease associated with those details. The application allows user to share their health related issues for cancer prediction.
It then processes user specific details to check for various illness that could be associated with it. Here we use some intelligent data mining techniques to guess the most accurate illness that could be associated with patient’s details.
2. Crime Rate Prediction Using K Means Data Mining Project
This Crime Rate Prediction Using K Means Data Mining Project will prevent crime occurring in society. Crime data is analyzed which is stored in the database. Data mining algorithm will extract information and patterns from database.
System will group crime. Clustering will be done based on places where crime occurred, gang who involved in crime and the timing crime took place.
This will help to predict crime which will occur in future. Admin will enter crime details into the system which is required for prediction.
3. Cooking Recipe Rating Based On Sentiment Analysis Data Mining Project
In our Cooking Recipe Rating Based On Sentiment Analysis Data Mining Project, a user can select categories and post the recipes. Recipes are rated and commented by the visitors.
So that user may end up by finding correct recipe online. We will apply sentiment analysis and text summarization approach to mine data. Sentiment analysis is a machine learning approach in which machine learns and analyze the sentiments, emotions etc about some text data like reviews about recipes.
In Text summarization, importance of keywords is decided based on linguistic features of keywords.
4. Social Media Community Using Optimized Clustering Algorithm Data Mining Project
In our Social Media Community Using Optimized Clustering Algorithm Data Mining Project, we group different kind of users and system specifies from which category they belong to.
For example film industry, politician etc. Once the social media data such as user messages are parsed and network relationships are identified, data mining techniques can be applied to group of different types of communities.
We used K-Means clustering algorithm to cluster data. In this system we detect communities by clustering messages from large streams of social data.
5. Financial Status Analysis For Credit Score Rating Data Mining Project
Financial Status Analysis For Credit Score Rating Data Mining Project will be used to calculate the credit score. The system will provide the user with credentials to access the system.
Users can access his personal details as well as his credit details. Here we have applied a unique algorithm to calculate the credit score of the users.
The system will calculate the credit score based on the following parameters such as number of credit cards, year of first credit card, number of loans, expense, income, etc.
6. E Banking Log System Data Mining Project
E-Banking Log system features uses user behavior and location scanning to check for unusual patterns. These patterns include user characteristics such as user spending patterns as well as usual user geographic locations to verify his identity.
If any unusual pattern is detected, the system requires re-verification. The system analyses user credit card data for various characteristics. These characteristics include user country, usual spending procedures.
7. Periodic Census With Graphical Representation Data Mining Project
A census is the procedure of systematically acquiring and recording information about the members of a given population. It is a regularly occurring and official count of a particular population.
The term is used mostly in connection with national population and housing censuses; other common censuses include agriculture, business, and traffic censuses.
8. Product Review Analysis For Genuine Rating Data Mining Project
Product Review Analysis For Genuine Rating Data Mining Project provides a platform to registered users to rate a particular or multiple products using this system. The system uses product review analysis in order to achieve desired functionality.
Product review analysis is a web application which consist multiple products added by admin to review to rate and review them.
The System takes reviews of various users, based on their personal opinion, system will specify whether the posted product is good, bad, or worst.
9. Stream Analysis For Career Choice Aptitude Tests Data Mining Project
Under this Stream Analysis For Career Choice Aptitude Tests Data Mining Project, questions can be stored and retrieved so that preparing of questions papers each time can be avoided.
The system checks the answer by matching the pre-defined answers in database and users answer. The marking criteria is decided by the admin and stored in the system for reference.
All uses these references and allots respective marks to the user. If the candidate scores good marks, then system will change the questions to expert mode and ask the questions related to the field in which candidate is interested.
10. Monitoring Suspicious Discussions On Online Forums Using Data Mining Project
In this Monitoring Suspicious Discussions On Online Forums Using Data Mining Project, we had used a data mining algorithm to detect criminal activities and illegal postings.
Our proposed system will download postings from selected discussion forums continuously and employ data mining techniques to identify hot topics and cluster authors into different groups using word-based user profiles.
This system will use text data mining technique. This system monitors and analysis online plain text sources such as Internet news, blogs, etc. for security purposes. This is done with the help of text mining concept.
So, these are the Top 10 Best Data Mining Projects with Documentation available online. We hope our Data Mining Projects with source code has helped you. Please share these Data Mining Projects with your friends as well 🙏
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Software Engineering Projects with Source & Documentation
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Author: Delhi University