Identified key aspects of the Job market by conducting Exploratory Data Analysis and performed Monte Carlo simulation to predict possible outcomes of an uncertain event and situation in the job market. Designed and computed several hypothesis tests to answer the different possibility and their conclusion.
I utilised the modules Python, NumPy, and Pandas for data cleaning and filtering while Matplotlib is used for data visualisation to create a market research report of several outlets of one company situated in different areas of the United States. This study exposes different hidden facts and numbers that will assist firms in making judgements in the future based on their prior experiences and business dealings.
created a clean data frame by reorganising, cleansing, and removing noise from the database. To make the greatest use of the company's resources, the ratio of launched and functioning satellites was calculated. Average orbital heights were also specified. Detailed report with graphs and data visualisation that highlights findings.
93 percent of factors impacting credit ratings were calculated using banking data and statistical modelling. employed the forward and backward model selection strategy to create 12 alternative test models. Using 70% of the dataset's data, the models were accurately diagnosed to a 95 percent level. examined the models using the 30% dataset and generated the results using the 3% residual value
Data was obtained from multiple sources and formatted before being placed into a database. Noise and outliers were removed from the database in order to do exploratory data analysis. constructed an accurate AI model with a less than 5% error scope, and then compared the models using AIC, BIC, and ANOVA to identify which made the best predictions
The COVID 19 tracker, which I created using the disease.sh API, will provide you with real-time information about corona cases and include a map for graphical representations.The table is arranged in such a way that the highest-ranking country in terms of corona instances appears first, and the lowest-ranking country appears at the bottom, allowing for comparison and the determination of which country has the most cases globally and in relation to other nations.
Designed to digitalize all the management work done in various organizations, such as managing supply and uses of different raw material on construction sites. Woked in collaboration with Paytm and message91, to provide UPI and various e-banking services as well as text message facility to each individual user.
The Google clone, generated using Google search engine API, implemented all the necessary features required in the search engine and optimized it to reduce the search time
Created a fully functional clone of Amazon using ReactJS, CSS, HTML, and Firebase. The project allowed me to gain a deep understanding of front-end development and back-end along with a deep understanding of database management system