DA-Atharv/Iris-Species-Classification-and-Model-Evaluation

This project combines meticulous data preprocessing-visualization-machine learning techniques, featuring Decision Tree, integrating Logistic Regression. Prioritizes model interpretability-accuracy through feature selection, optimizing performance evaluation for species classification using sepal & petal features.

Language: Jupyter Notebook - Size: 1.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

DA-Atharv/Netflix_Analysis

This project explores content availability across countries, identifies similarities in content, analyses networks of actors/directors, assesses focus on TV shows vs. movies, examines user preferences, tracks sentiment trends, studies content addition trends, investigates content distribution, explores popular genres, and analyses content ratings.

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

DA-Atharv/Movie_Rental_Analysis

This is a Capstone Project which provides an in-depth analysis of the Shakila DVD Rental Store, utilizing Excel, SQL, and Power BI to deliver actionable insights and dynamic dashboard visualization for enhancing business operations and customer experiences in the movie rental industry.

Size: 12.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

DA-Atharv/US_Healthcare_Analysis

A comprehensive Power BI project analysing healthcare industry data, exploring patient demographics, hospital performance, and payer-provider dynamics through interactive visualizations & made executive summary report that provide actionable insights for strategic decision-making.

Size: 9.17 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DA-Atharv/Walmart_Store_Retail_Analysis_Dashboard

Dynamic Excel dashboard for comprehensive retail analysis of Walmart Superstore, Featuring Sparkline-enabled KPIs, multi-dimensional segmentation, and geographic visualization, Empowering strategic decision-making and operational optimization.

Size: 8.81 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DA-Atharv/CIFAR-10_Image_Classification_with_deep_learning

This project leverages deep learning techniques to classify images from the CIFAR-10 dataset using both Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN), highlighting the effectiveness of CNNs for image recognition tasks.

Language: Jupyter Notebook - Size: 439 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DA-Atharv/Iris_Species_Classification

This project employs data preprocessing, visualization, and machine learning techniques, including Decision Tree Classifier implementation, data splitting, and performance evaluation with feature selection for enhanced model interpretability and accuracy.

Language: Jupyter Notebook - Size: 1020 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

DA-Atharv/Bank_Loan_Analytics

This project offers a comprehensive bank loan report tailored for tracking lending activities, assessing loan performance, optimizing loan strategies. Leveraging SQL & Power BI tools, it provides detailed insights into loan portfolios, enhancing risk management & decision-making processes.

Size: 5.47 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

DA-Atharv/Olympics_Analysis_Dashboard

This project details creation of an Olympic data analysis Excel Dashboard, leveraging extensive data management techniques & Excel functionalities to uncover insights into Olympic history. It encompasses everything from ETL processes to visualizing key trends & metrics, culminating in interactive dashboard for comprehensive analysis & exploration.

Size: 41.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DA-Atharv/University_Success_Analysis

This Capstone Project employs Power BI, SQL & Excel to delve into higher education dynamics. Through interactive dashboards & deep analysis, it provides valuable insights into university metrics & demographics, ranking system & institutional performance, empowering stakeholders to drive academic excellence.

Size: 4.91 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DA-Atharv/Food_Store_Analysis_with_SQL

This is Digital Case Study of Clique Bait food Store, which offers comprehensive insights into user behaviour, campaign effectiveness, and product performance through SQL Queries, providing actionable insights for optimization and growth strategies.

Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DA-Atharv/Walmart_Superstore_Retail_Analysis

Size: 2.02 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DA-Atharv/MOVIE-RENTAL-ANALYSIS

Size: 12.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0