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Projects in Awesome Lists by shridhar1504

A curated list of projects in awesome lists by shridhar1504 .

https://github.com/shridhar1504/sales-forecasting-datascience-project

Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

data-analytics data-cleaning data-science data-testing data-visualization forecasting-models machin model-evaluation model-fitting prediction predictive-modeling python3 regression-algorithms salesforecast sklearn-library supervised-learning

Last synced: 15 Feb 2025

https://github.com/shridhar1504/price-prediction-for-used-cars-datascience-project

This project uses machine learning to predict the price of a used car. The model is trained on a dataset of historical car sales data, and it can then be used to predict the price of a car based on its features.

adaboost-algorithm data-science kaggle-dataset machine-learning price-prediction regression regression-algorithms supervised-learning used-cars-price-prediction

Last synced: 09 Apr 2025

https://github.com/shridhar1504/boston-house-price-prediction-datascience-project

The Boston House Price Prediction project utilizes data science methodologies and machine learning algorithms to provide accurate predictions for housing prices in the Boston area.

boston data-science house-price-prediction machine-learning regression-algorithms regression-models scikit-learn supervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/power-bi-visualization-project

This repository contains Visualization Projects which is visualized through Power BI Software, by using the visualization we can gain multiple insights and strategies which helps to develop the business for gaining high profit margins and by the insights we can reduce the damages by accidents & calamities.

dashboard data-analysis data-cleaning data-science data-visualization exploratory-data-analysis microsoft-excel microsoft-power-bi microsoft-powerpoint powerbi powerbi-report powerbi-visuals powerpoint-slides

Last synced: 09 Apr 2025

https://github.com/shridhar1504/foreign-exchange-rate-time-series-datascience-project

This project will use time series analysis to forecast the exchange rate between the euro and the US dollar. The project will use a variety of statistical techniques, such as ARIMA to model the data and forecast the exchange rate.

data-analysis data-preprocessing data-science data-transformation data-visualization eda exploratory-data-analysis foreign-exchange-rates machine-learning model-fitting predictive-modeling python3 time-series time-series-analysis

Last synced: 09 Apr 2025

https://github.com/shridhar1504/loan-clustering-datascience-project

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataset of loan application which includes information about the Loan amount and Balance. The project then use the clustering algorithm to group the loan together based on the similarities.

clustering-algorithm data-analysis data-science data-visualization datanalysis eda kmeans-clustering machine-learning python sql sql-server unsupervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/sql-projects

The repository contains Structured Query Language (SQL) Scripts. The Multiple SQL scripts for various projects which includes data cleaning, data pre-processing, data processing, data transformation and insights gaining through Query Language.

data-analysis data-mining data-science data-transformation eda etl-framework microsoft-sql-server query-language sql sql-server sql-server-management-studio sqlqueries

Last synced: 12 Mar 2025

https://github.com/shridhar1504/churn-prediction-using-pca-datascience-project

This project predicts customer churn in a bank using Principal Component Analysis (PCA). This can be helpful for churn prediction, as it can help to identify the most important features that contribute to customer churn.

classification-algorithm classification-models data-science dimensionality-reduction machine-learning principal-component-analysis supervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/flight-price-prediction-datascience-project

The Flight Price Prediction Project is a machine learning-based project that predicts the cost of a flight based on the user's desired travel details. The project uses a variety of features, such as the source airport, destination airport, date of journey, and number of stops, to train a model that can predict the future price of a flight.

data-science machine-learning regression-algorithms regression-models supervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/cancer-prediction-datascience-project

The Cancer Prediction and Classification project aims to develop a Machine Learning based system for the prediction of the Diagnosis of the Cancer.

classification-algorithm classification-models data-science machine-learning supervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/tableau-visualization-viz.-project-

This repository contains Visualization Projects which is visualized through Tableau Software, by using the visualization we can gain multiple insights and strategies which helps to develop the business for gaining high profit margins and also it provides social values in some cases to calculate damages and intensity of calamities.

dashboards data-analysis data-science data-visualization exploratory-data-analysis tableau tableau-dashboards tableau-public tableau-workbooks visualization

Last synced: 09 Apr 2025

https://github.com/shridhar1504/zomato-rating-prediction-datascience-project

The Zomato Rating Prediction project aims to develop a Machine Learning based system for the prediction of rating for the Restaurants.

data-science machine-learning regression-algorithms regression-models supervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/loan-classification-datascience-project

This project uses machine learning algorithms to predict the classification of loan status. The dataset is loaded and some transformation is done using SQL for getting a proper dataset with some valid informations.

classification data-analysis data-cleaning data-science data-visualization eda loan-prediction loan-status machine-learning predictive-modeling sql supervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/rafik-s-kitchen-data-analysis

The Project is about the Analysis of the Sales and Expenses Data of a Famous Fast-food Restaurant. This mainly focuses on gaining Insights that will boost the Future Sales and also Business Strategies it Improve the Profit Margins. Handled Tools are SQL, Python, Power BI, MS Office Tools.

business-analytics business-intelligence data-analysis data-analytics data-visualization eda ms-office powerbi-report powerpoint-presentations python sql-server

Last synced: 09 Apr 2025

https://github.com/shridhar1504/milk-production-time-series-forecasting-datascience-project

This project uses time series forecasting to predict future milk production. The data used in this project is monthly milk production data from January 1962 to December 1975. The ARIMA (autoregressive integrated moving average) model is used to forecast the milk production. The model is evaluated using various metric.

adf arima-model augmented-dickey-fuller-test data-analysis data-analytics data-science data-visualization eda exploratory-data-analysis machine-learning machine-learning-algorithms python python3 residuals sarimax seasonality time-series time-series-forecasting trends

Last synced: 09 Apr 2025

https://github.com/shridhar1504/wine-customer-segment-classification-using-lda-datascience-project

This project is to classify the Customers who prefers three types of wine and by using Linear Discriminant Analysis(LDA) after reducing the dimensions we can able to classify the Customers into 3 segments based on their preference.

classification-algorithm classification-models data-science dimensionality-reduction linear-discriminant-analysis machine-learning machine-learning-algorithms supervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/churn-prediction-classification-datascience-project

This is a Machine Learning project that predicts whether a customer will stop using the product or service(Churn) based on their historical data provided by Bank

classification-algorithm classification-models data-science machine-learning supervised-learning

Last synced: 09 Apr 2025

https://github.com/shridhar1504/mall-customers-clustering-datascience-project

In this project, we analyze a dataset of mall customers to understand their characteristics, preferences, and behaviors. By applying data analysis techniques and clustering algorithms, we aim to identify customer segments based on their shopping patterns and annual income.

clustering data-science hierarchical-clustering k-means-clustering machine-learning unsupervised-learning

Last synced: 09 Apr 2025