Used the Attrition model approach for predicting customer churning on opting for a bank deposit and optimizing the successful parameters of the bank telemarketing data based on Supervised Machine Learning algorithms.

Exports of basic goods to Japan in millions, seasonally adjusted from 1985 to 2020, in this scenario I am using exports as the dependent variable and the exchange rate and industrial production as independent variables as they have a large impact on the growth of GDP from this period to the current period. (Frequency: monthly)

The multi-touch attribution provides visibility into the success of touchpoints across the entire customer’s journey. This is critical, as consumers are becoming increasingly adaptive to avoiding marketing messages. Marketers must utilize data-driven marketing to customize their messaging to meet consumers on the right channel at the right time. The granular data offered by multi-touch attribution enables this, helping marketers to identify audiences across channels and determine those users’ specific marketing desires.

From the Women's e-commerce sales feedback, sentiment analysis grouping of their most common words used in the two different Age Groups

Using the CT Junkie-Mirror Newspaper Data and interpreting text analysis on them by using the sentiment differentiation by inner joining the NRC Dictionary (R-Library)

An RShiny standalone visual illustration of Texas universities by city, name, and education attributes using the leaflet Library

Using TBATS for the fiscal year 2021-22, an automated forecasting technique which includes box-cox, ARMA, trend and seasonal transformations for long term and multiple seasonality in the data

Do Fear Index and Uncertainty Index Impact Employment forecast(1990-2021)?

Using Ensemble's Equally Weighted Forecasting method to predict Index Values of the Home Price Index for the next fiscal year(2021-22). [Auto-Arima]

Time series analysis of climate change with increasing levels of carbon dioxide causing temperature change over decades (1913-2013)

2019 season home runs distribution model using Lahman baseball data

Using different visualization approach to spot how the lumber prices have raised latterly within the summertime in the USA when the economy took pace leading to increased Housing prices across states as the demand of woodwork increased

A DyGraph of the average index of 5 metals from the bet shows the decline in prices in the 1980s

In 1980, the iconoclastic economist Julian Simon challenged celebrity biologist Paul Ehrlich to a bet. Their wager on the future prices of five metals captured the public’s imagination as a test of coming prosperity or doom. Ehrlich, the author of the landmark book The Population Bomb, predicted that rising populations would cause overconsumption, resource scarcity, and famine—with apocalyptic consequences for humanity. Simon optimistically countered that human welfare would flourish thanks to flexible markets, technological change, and our collective ingenuity.