Pinned Repositories
A-streamlit-app-to-detect-good-and-bad-images-using-opencv-and-transfer-learning
A-streamlit-app-to-predict-customer-purchase-using-ML-model
A Machine Learning model that predicts the customer's possibility of purchase using historical data.
Advanced-Artificial-Intelligence-Assignment-Solution
I uploaded some of my assignment solutions in this repository which I submitted in one of my master's courses.
Amsterdam-Housing-Price-Analysis
Data Analysis of Amsterdam Housing Price dataset of Aug 2021
Analysis-of-Crimes-in-Chicago-using-Dask
Data Analysis on an extensive dataset of crimes in Chicago (2005 - 2016) using Dask
Automobile-Price-Prediction-using-Linear-Regression
Predict the vehicle price from the open source Auto data set using linear regression. In this data set, we have prices for 205 automobiles, along with other features such as fuel type, engine type,engine size,etc.
Credit-Card-Fraud-Detection-Dealing-with-Imbalanced-Data
This project is based on supervised machine learning where you will be predicting whether a credit card transaction is original transaction or fraud transaction based on various parameters. This is a classification problem.
Face-Recognition-using-Unsupervised-Semi-supervised-ML
Face Recognition Algorithm using Unsupervised and Semi-supervised techniques using Olivetti faces dataset
One-Shot-Learning-Face-Recognition-using-Siamese-Neural-Network
I developed this project while working with my Machine Learning Instructor at Hochschule Rhein-Waal
Using-Regression-Algorithm-Combined-Cycle-Power-Plant-Energy-Prediction
We will design a predictive model to predict the full-load power output of the Combined Cycle Power Plant Dataset from UCI ML repository and evaluate the performance of the model.
nafisa-samia's Repositories
nafisa-samia/Automobile-Price-Prediction-using-Linear-Regression
Predict the vehicle price from the open source Auto data set using linear regression. In this data set, we have prices for 205 automobiles, along with other features such as fuel type, engine type,engine size,etc.
nafisa-samia/A-streamlit-app-to-predict-customer-purchase-using-ML-model
A Machine Learning model that predicts the customer's possibility of purchase using historical data.
nafisa-samia/Analysis-of-Crimes-in-Chicago-using-Dask
Data Analysis on an extensive dataset of crimes in Chicago (2005 - 2016) using Dask
nafisa-samia/Using-Regression-Algorithm-Combined-Cycle-Power-Plant-Energy-Prediction
We will design a predictive model to predict the full-load power output of the Combined Cycle Power Plant Dataset from UCI ML repository and evaluate the performance of the model.
nafisa-samia/A-streamlit-app-to-detect-good-and-bad-images-using-opencv-and-transfer-learning
nafisa-samia/Advanced-Artificial-Intelligence-Assignment-Solution
I uploaded some of my assignment solutions in this repository which I submitted in one of my master's courses.
nafisa-samia/Amsterdam-Housing-Price-Analysis
Data Analysis of Amsterdam Housing Price dataset of Aug 2021
nafisa-samia/Analysis-and-Visulization-of-Erasmus-student-mobility-Dataset
Analysis and Visulization of Erasmus student mobility Dataset
nafisa-samia/Credit-Card-Fraud-Detection-Dealing-with-Imbalanced-Data
This project is based on supervised machine learning where you will be predicting whether a credit card transaction is original transaction or fraud transaction based on various parameters. This is a classification problem.
nafisa-samia/Face-Recognition-using-Unsupervised-Semi-supervised-ML
Face Recognition Algorithm using Unsupervised and Semi-supervised techniques using Olivetti faces dataset
nafisa-samia/One-Shot-Learning-Face-Recognition-using-Siamese-Neural-Network
I developed this project while working with my Machine Learning Instructor at Hochschule Rhein-Waal
nafisa-samia/Analyze-YouTube-Data-using-YouTube-API
YouTube Data API is used to extract the information from the youtube channel using Python
nafisa-samia/Categorical-Feature-Encoding-and-Handling-Cyclic-Data-using-ML
nafisa-samia/COVID-19-Symptoms-Classification
Applied different types of Machine Learning algorithms to classify whether a patient is Covid positive or negative
nafisa-samia/Data-Science-and-Machine-Learning-Course
This repository will be used to complete GIT assignment for Integrify DS and ML Course.
nafisa-samia/Deep-Learning-with-Python-from-Book
nafisa-samia/dvc_basics
nafisa-samia/Heart-Disease-Prediction
Using different types of Machine Learning Algorithm, heart disease is predicted in this project
nafisa-samia/Implementing-Deep-Neural-Network-for-the-CIFAR-10-dataset
Deep Learning concepts practice using Cifar-10 dataset
nafisa-samia/Library-Management-System
nafisa-samia/MIE_2.02_WS2021_II_Exam
Geoinfo exam
nafisa-samia/MNIST-Handwritten-Digit-Classification-using-CNN
A simple convnet that achieves ~99% test accuracy on MNIST
nafisa-samia/nafisa-samia
nafisa-samia/PostgreSQL-Database-Connection-Using-Python
Here I am working on how to use PostgreSQL database using the Python programming language
nafisa-samia/Real-Time-Object-Detection
This project can detect different types of objects in real-time
nafisa-samia/Statistical-Analysis-of-Iris-Dataset
Here we will try some statistical analysis of Iris Dataset
nafisa-samia/Unsupervised-and-Semi-Supervised-Methods-on-Breast-Cancer-Dataset
In this project, we apply different Unsupervised and Semi-supervised techniques on a Supervised Dataset which is Breast Cancer Dataset and evaluate the model accuracy
nafisa-samia/Weather-Prediction-using-Linear-Regression
We want to explore the correlation between weather parameters. We will also check if there is any relationship between humidity and temperature as well as humidity and apparent temperature and try to predict apparent temperature using the most important features. Finally we will calculate the accuracy of our model.
nafisa-samia/Web-Scraping-Indeed-with-Selenium
Webscraping of job details for a particular position in London, UK from uk.indeed.com using Selenium
nafisa-samia/Webscraping-Indeed-Using-BeautifulSoup
Webscraping of job details for a particular position in London, UK from uk.indeed.com using beautiful soup