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Tahmina Shoaib Malik's Projects

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The Open Source Data Science Masters

graddescent icon graddescent

MATLAB implementation of Gradient Descent algorithm for Multivariate Linear Regression

linear_algebra_with_python icon linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

machine-learning icon machine-learning

A general understanding of Statistics Basics, Different tests with Different Python Libraries

machine-learning-and-data-science icon machine-learning-and-data-science

This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.

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A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

ml-dl-projects icon ml-dl-projects

Beginners guide to the top Machine Learning and Deep Learning Projects.

mmids-s20 icon mmids-s20

Course website for MATH 535: Mathematical Methods in Data Science (Spring 2020)

notes icon notes

Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.

pakistan_census icon pakistan_census

Extracting, cleaning, and analyzing data from Pakistan's 2017 census

probability_theory icon probability_theory

A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.

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