PinnedMauriz S.inTowards Data Science(Simple) Linear Regression and OLS: Introduction to the TheoryIntroduction to the core concepts of the simple linear regression and OLS estimation·6 min read·May 25, 2020----
PinnedMauriz S.inThe Startup10 Mathematical Equations That Changed The WorldA selection of the most important and beautiful mathematical equations·6 min read·Jun 26, 2020--14--14
Mauriz S.inLevel Up CodingPython: 10 concepts I wish I knew earlierConcepts to make your Python life a bit easier·6 min read·Apr 24, 2024----
Mauriz S.inLevel Up CodingScikit-Learn (Python): 6 Useful Tricks for Data ScientistsTricks to improve your machine learning models in Python with scikit-learn (sklearn)·7 min read·Jul 16, 2020--2--2
Mauriz S.inTowards Data ScienceEvery Data Scientist Should Know The Basics Of Linear AlgebraLinear algebra is a field of mathematics that is widely used in various disciplines. The field of data science also leans on many…·9 min read·Jul 10, 2020----
Mauriz S.inTowards Data SciencePython (Scikit-Learn): Logistic Regression ClassificationLearn how to apply logistic regression for binary classification by making use of the scikit-learn package within Python·5 min read·Jun 18, 2020----
Mauriz S.inTowards Data ScienceLogistic Regression: Discover the Powerful Classification TechniqueGet to know one of the most widely used classification techniques·4 min read·Jun 15, 2020----
Mauriz S.inLevel Up CodingPandas (Python): Use of .loc and .ilocSelecting subsets of Pandas Series and DataFrames using .loc and .iloc·8 min read·Jun 9, 2020----
Mauriz S.inTowards Data ScienceMatplotlib: Tutorial for Python’s Powerful Data Visualization ToolExplaining the basics and essential functions of the Matplotlib library through examples with code·8 min read·Jun 2, 2020--1--1