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Shubham Kumar's Projects

data-science-portfolio icon data-science-portfolio

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

jigsaw-logistic-regression-case-study icon jigsaw-logistic-regression-case-study

This assignment is related to building a logistic regression model on sample survey data. A leading snacks manufacturer (A)wanted to understand the relationship between overall brand perceptions and the drivers of respondent’s decision on a product to determine the most important factors impacting A’s brands.

nextjs-animations icon nextjs-animations

Discover the world of stunning scroll animations with this Next.js project! Rebuilding part of CodeSandbox's page, this application utilizes the power of Framer Motion, Tailwind CSS, and TypeScript. Experience smooth and captivating animations, interactive UI/UX, and advanced CSS concepts.

online-courses-learning icon online-courses-learning

Contains the online course about Data Science, Machine Learning, Programming Language, Operating System, Mechanial Engineering, Mathematics and Robotics provided by Coursera, Udacity, Linkedin Learning, Udemy and edX.

pcc icon pcc

Resources for Python Crash Course, from No Starch Press.

practical-front-end-projects icon practical-front-end-projects

Collection of practical front-end projects developed by pure JS, HTML, and CSS without any third-party libs and packages

predective-analysis-using-logistic-regression icon predective-analysis-using-logistic-regression

This data set has been collected as a part of a survey exercise done by a snacks manufacturer Bangalore. Snack manufacturer produces 6 different brands. The actual brand names have been masked and are present in the dataset as Brand A, Brand B, Brand C, Brand D, Brand E and Brand F. <Dataset Not Shared as of now> This manufacturer is interested in finding out what factors affect the perception for Brand A.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rock-paper-scissor-lizard-spock icon rock-paper-scissor-lizard-spock

Rock paper scissor, is a game played between two people. Lizard and Spock are added to reduce the number of ties (inspired from a Tv show The Big Bang Theory).

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