Rain-Prediction-For-Australia-With-ANN

This project focuses on predicting rainfall in Australia using a range of meteorological variables. The project includes deep learning, exploratory data analysis (EDA) and data visualization techniques to gain insights into the dataset and understand the patterns within it.

Crab-Age-Prediction-EDA

This project focuses on predicting crabs' age-based features of crabs. Thee project includes machine learning, exploratory data analysis (EDA), and data visualization techniques to gain insights into the dataset and understand its patterns.

Credit-Card-Fraud-Detection

This project focuses on detecting of credit card fraud. The project includes machine learning, exploratory data analysis (EDA), and data visualization techniques to gain insights into the dataset and understand its patterns.

Car-Fuel-Consuming-Prediction-EDA

This project focuses on predicting of Car fuel consuming. Thee project includes machine learning, exploratory data analysis (EDA), and data visualization techniques to gain insights into the dataset and understand its patterns.

Titanic-Surviving-Classification-EDA

This project focuses on predicting surviving people in the Titanic Crash. The project includes machine learning, exploratory data analysis (EDA), and data visualization techniques to gain insights into the dataset and understand its patterns.

Car-Price-Prediction-with-ANN

This project focuses on predicting of Car Price. The project includes machine learning, exploratory data analysis (EDA), and data visualization techniques to gain insights into the dataset and understand its patterns.

Breast-Cancer-Classification-PCA

This project focuses on the classification of Breast cancer. The project includes machine learning, exploratory data analysis (EDA), and data visualization techniques to gain insights into the dataset and understand its patterns.

Customer-Behavior-Prediction-XGBoost-EDA

This project focuses on predicting if the customer will buy the product or not. The project includes machine learning, exploratory data analysis (EDA), and data visualization techniques to gain insights into the dataset and understand its patterns.

World-Population-Analysis-EDA

This project focuses on exploratory data analysis of world population between 1960 and 2020. The project includes exploratory data analysis (EDA), and data visualization techniques to gain insights into the dataset and understand its patterns.

English-PL-Goal-Prediction-and-EDA

This project focuses on predicting how many goals the Footbal players can score. The project includes machine learning, exploratory data analysis (EDA), and data visualization techniques to gain insights into the dataset and understand its patterns.

FIFA-21-PLAYER-VALUE-PREDICTION-AND-EDA

In this project, I aimed to predict the value of FIFA 21 players based on various features such as their age, overall rating, potential, and performance attributes. My predictive model achieved an impressive R2 score of 0.89, indicating that approximately 89% of the variance in the players' values

Indians-Diabetes-Classification-EDA

After I have done the Exploratory Data Analysis, and then I have done data visualization to get insight from the data. After that, I have built Classification models and trained them. After model tuning, I got % a 78.00 accuracy score from LGBMclassifier.