Masters/Postgraduate Data Mining resources

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Masters/Postgraduate Data Mining resources

By Kathiravan
Data Mining Lab Manual image

Data Mining lab manual, designed for the M.Sc. Computer Science program at Bharathidasan University, is a focused resource centered on practical implementation using the Weka tool. This manual is specifically crafted to...

By Manjunatha VG
Essential Mathematics for Data Scientists: Assessment 5: VisualRank using image similarity image

Assessment 5: VisualRank using image similarity Introduction This assignment is based on the well-known PageRank algorithm developed by Google to help in ranking webpages. Although much has changed with Google’s...

By Manjunatha VG
Essential Mathematics for Data Scientists: Assignment 4: Principal Component Analysis image

Assignment 4: Principal Component Analysis This assignment asks you to implement, a principal component analysis (PCA) using a singular value decomposition on a real data set. A real dataset We now ask that you...

By Manjunatha VG
Essential Mathematics for Data Scientists - Assessment 3: Microchip voltage image

Assessment 3: Microchip voltage You are now asked to write some code of your own that will achieve the goals laid out below. The purpose of this exercise is two-fold. It will a) test your skills in designing and...

By MarksMaster
Kidney Stone and cyst Detection using Deep learning, CNN and AutoKeras image

Kidney Stone Detection Using CNN and Autokeras Millions globally suffer from kidney stones, emphasizing the need for early identification. Convolutional neural networks (CNNs) have shown promise in medical imaging,...

By MarksMaster
Deep learning based brain tumor detection image

The project involves designing and implementing a deep learning-based brain tumor detection system using MRI images. The goal is to determine whether a person has a brain tumor by analyzing their brain MRI image. This...

By Aakash Verma
Sentiment Analysis of IMDb Reviews using Decision Tree and Multinomial Naive Bayes Models. image

In this project, we delve into the realm of sentiment analysis using machine learning techniques on the IMDb dataset. Our primary goal is to predict sentiment polarity—positive or negative—of movie reviews, employing...

By Uddesh Jari
Data Science cheat sheet - Bundle : Pandas, NumPy, Scikit-Learn, ML, SQL, Python, Git image

🚀 Launch Your Data Science Journey: Introducing the "Data Science Cheat Sheet - Bundle," your ultimate shortcut to mastering data science! 🔍 All-In-One Resource. 🎯 Tailored for all Data Science Students and...

By Aakash Verma
Predicting Insurance Costs with Machine Learning models. image

In this project, we embark on a data-driven exploration into the world of insurance cost prediction using advanced machine learning techniques. Our primary objective is to harness the power of three distinct regression...

By Aakash Verma
Predicting Casualties in Road Accidents: A Comparative Analysis using ML Models. image

In this project, we delve into the realm of road safety analytics, aiming to predict the number of casualties in road accidents using advanced machine learning techniques. Our primary objective is to harness the power...

By Aakash Verma
Predicting Car Recommendations from Reviews: A Comparative Analysis of ML models and NLP. image

In this project, we delve into the world of sentiment analysis and recommendation prediction by utilizing advanced machine learning techniques. Our primary objective is to predict car recommendations based on customer...

By Aakash Verma
Predicting Health Condition Labels using Machine Learning (Stress Detection). image

In this project, we embark on a data-driven exploration into the realm of healthcare analytics, aiming to predict health condition labels using advanced machine learning methodologies. Our primary objective is to...

By Aakash Verma
Predicting Agent Bonus in Insurance: A Comparative Analysis of Machine Learning Models image

In this project, we embark on a journey into the realm of predictive analytics within the insurance sector, focusing on the prediction of Agent Bonus using advanced machine learning techniques. Our primary objective is...

By Aakash Verma
Predicting Consumer Purchases using Machine Learning image

In this project, Our focus is on understanding the underlying factors that influence a consumer's choice to make a purchase, and we explore the predictive accuracy of three prominent machine learning models: Decision...

By MarksMaster
Skin Cancer Detection using Deep learning using CNN and AutoKeras image

Product Description: Advanced Skin Cancer Detection System Introducing our groundbreaking solution for early skin cancer detection through the power of deep learning and innovative technology. Our system employs...

By Prerna
Data Engineering Essentials: Comprehensive Study Notes image

Uncover the fundamentals of data engineering with our comprehensive study notes. Whether you're a working professional seeking a theoretical foundation, a beginner looking to dive into the world of data engineering, or...