This project is open-ended in that we are not looking for one right answer. As John Tukey stated, "The combination of some data and an aching desire for an answer does not ensure that a reasonable answer can be extracted from a given body of data." We want you to ask interesting questions about data and give you a chance to explore.

Business Case: Aerofit - Descriptive Statistics & Probability

Engage in the critical phase of Exploratory Data Analysis (EDA) using the tools and techniques from Python to uncover patterns, spot anomalies, test hypotheses, and identify the main structures of your dataset.

Strategic Analysis and Insights: Enhancing Netflix Content Strategy for Global Growth

In this project, we have analyzed, explored and processed the data, developed and evaluated various classification and regression models to provide strategies for high returns with low risk for investors.

Exploratory data analysis and supervised learning analysis on the Ames Housing Prices dataset.

This project demonstrates a Clustering Model using Python. An international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities. It has been able to raise around $ 10 million. The model is needed to help decide ho…

This is a combined framework which has all the EDA functions including bivariate and univariate analysis and classification models. EDA Functions can help to analyze the Data before running any ML model.

Bank of Corporate Case Study

Performing Exploratory Data Analysis of a Dataset

making analysis using Exploratory and Explanatory visualizations through Univariate, Bivariate, Multivariate Exploration

Matplotlib The Figure is the overall window or page that everything is drawn on. It’s the top-level component of all. To the figure you add Axes. The Axes is the area on which the data is plotted. A figure can have multiple axes. Note: when you see, for example, plt.xlim, you’ll call ax.set_xlim() behind the covers. All methods of an Axes object…

This document contains the project done on Exploratory data analysis, Univariate, Bivariate and Multivariate

To identify if a person is likely to default or not.

Exploratory Data Analysis and Visualization of Google Play Store Dataset

This repository contains data analytics projects which covers most topics regarding data analytics

Data Cleaning & EDA using SQL + Data Analysis & Visualization in Excel

This repo consists of notebooks I created to work upon the skills I learnt through several courses. All notebook has EDA, Model Building, Hyperparameter Tuning, Ensemble Models and Sampling Techniques.