Aquib405

Avocado-Price-Prediction

The aim of this project is to predict the prices of avocado which is a kind of fruit. The change in the prices is given in the dataset according to the date and other features. We have to analyse the dataset and find out the factors or trends which are affecting the prices of Avocado.

Air_Quality_EDA_India

Air is what keeps humans alive. Monitoring it and understanding its quality is of immense importance to our well-being. The dataset contains air quality data and AQI (Air Quality Index) at hourly and daily level of various stations across multiple cities in India.

Bank-Marketing-Dataset

The data is related with direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. Often, more than one contact to the same client was required, in order to access if the product (bank term deposit) would be ('yes') or not ('no') subscribed. The classification goal is to predict if the client will subscribe (yes/no) a term deposit (variable y).

Breast-Cancer-Detection

In this study, my task is to classify tumors into malignant (cancer) or benign using features obtained from several cell images. Features are computed from a digitized image of a fine needle aspirate (FNA) of a breast mass. They describe characteristics of the cell nuclei present in the image.

Breast-Cancer-Detection-

In this study, my task is to classify tumors into malignant (cancer) or benign using features obtained from several cell images. Features are computed from a digitized image of a fine needle aspirate (FNA) of a breast mass. They describe characteristics of the cell nuclei present in the image.

Combined-Cycle-Power-Plant-Gradient-Descent

A combined cycle power plant (CCPP) is composed of gas turbines (GT), steam turbines (ST) and heat recovery steam generators. In a CCPP, the electricity is generated by gas and steam turbines, which are combined in one cycle, and is transferred from one turbine to another. While the Vacuum is colected from and has effect on the Steam Turbine, he other three of the ambient variables effect the GT performance. In this Project we are Implementing the Gradient Descent and also using Inbuilt Gradient Descent Regressor on the Combined Cycle Power Plant Dataset to predict its output.

Heart-Failure-Prediction

case study for heart failure prediction

Human-Activity-Recogonition-Using-Smartphones---KNeighbors-Classifier

In this project you will design a robust activity recogonition system based on the smartphones. As you know mobile devices have accelerometer as the sensor which collects the activities. These activities can be classified using K-nearest neighbour.

Olympic-Analysis

This repository is about the Olympic Analysis in which analysis and visualization of the dataset consisting both the summer and winter games data is performed. Which Olympic athletes have the most gold medals? Which countries are they from and how has it changed over time? More than 35,000 medals have been awarded at the Olympics since 1896. The first two Olympiads awarded silver medals and an olive wreath for the winner, and the IOC retrospectively awarded gold, silver, and bronze to athletes based on their rankings.

Predict_mpg_of_the_automobile

Aquib405/Human-Activity-Recogonition-Using-Smartphones---KNeighbors-Classifier

In this project you will design a robust activity recogonition system based on the smartphones. As you know mobile devices have accelerometer as the sensor which collects the activities. These activities can be classified using K-nearest neighbour.

Aquib405/Air_Quality_EDA_India

Air is what keeps humans alive. Monitoring it and understanding its quality is of immense importance to our well-being. The dataset contains air quality data and AQI (Air Quality Index) at hourly and daily level of various stations across multiple cities in India.

Aquib405/Bank-Marketing-Dataset

The data is related with direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. Often, more than one contact to the same client was required, in order to access if the product (bank term deposit) would be ('yes') or not ('no') subscribed. The classification goal is to predict if the client will subscribe (yes/no) a term deposit (variable y).

Aquib405/Breast-Cancer-Detection-

In this study, my task is to classify tumors into malignant (cancer) or benign using features obtained from several cell images. Features are computed from a digitized image of a fine needle aspirate (FNA) of a breast mass. They describe characteristics of the cell nuclei present in the image.

Aquib405/Breast-Cancer-Detection

In this study, my task is to classify tumors into malignant (cancer) or benign using features obtained from several cell images. Features are computed from a digitized image of a fine needle aspirate (FNA) of a breast mass. They describe characteristics of the cell nuclei present in the image.

Aquib405/Olympic-Analysis

This repository is about the Olympic Analysis in which analysis and visualization of the dataset consisting both the summer and winter games data is performed. Which Olympic athletes have the most gold medals? Which countries are they from and how has it changed over time? More than 35,000 medals have been awarded at the Olympics since 1896. The first two Olympiads awarded silver medals and an olive wreath for the winner, and the IOC retrospectively awarded gold, silver, and bronze to athletes based on their rankings.

Aquib405/Combined-Cycle-Power-Plant-Gradient-Descent

A combined cycle power plant (CCPP) is composed of gas turbines (GT), steam turbines (ST) and heat recovery steam generators. In a CCPP, the electricity is generated by gas and steam turbines, which are combined in one cycle, and is transferred from one turbine to another. While the Vacuum is colected from and has effect on the Steam Turbine, he other three of the ambient variables effect the GT performance. In this Project we are Implementing the Gradient Descent and also using Inbuilt Gradient Descent Regressor on the Combined Cycle Power Plant Dataset to predict its output.

Aquib405/Avocado-Price-Prediction

The aim of this project is to predict the prices of avocado which is a kind of fruit. The change in the prices is given in the dataset according to the date and other features. We have to analyse the dataset and find out the factors or trends which are affecting the prices of Avocado.

Aquib405/Student-Marks-Prediction

Student Marks Prediction

Aquib405/Heart-Failure-Prediction

case study for heart failure prediction

Aquib405/Predict_mpg_of_the_automobile