Statistics for Data Science and Machine Learning Handwritten Notes
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Updated
Jul 26, 2023
Statistics for Data Science and Machine Learning Handwritten Notes
An interactive shiny app for stock prices time series analysis using API for data collection
My personal blog on Data Science, Mathematics, Engineering and Programming
Quick and dirty Whatsapp statistics.
2018-2019 Semester 1 at Soton, individual CW1 of DS
Repository for exploring and implementing mathematical concepts essential for machine learning and data science. Topics include linear algebra, calculus, probability, statistics, optimization, and more, with applications to various ML/DS algorithms and techniques.
A performance analysis of Facebook vs Google Ads using A/B testing, statistical tests, and regression insights to find which platform drives better conversions, clicks, and ROI.
Quizzes & Assignment Solutions for MDM4U(Math of Data Management) on TDSB. Also included a few resources on side that I found helpful.
A comprehensive time series analysis project that forecasts monthly accidental deaths in the USA using statistical models. This project demonstrates exponential smoothing and ARIMA modeling techniques to predict future values based on historical data from January 1973 to December 1978.
A project built using Power BI, SQL, and Python (SQLAlchemy) to extract actionable insights from SuperStore sales data. This dashboard helps uncover key business trends and supports data-driven decision-making.
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