Discover weijie-chen/Basic-Statistics-With-Python Open Source project

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Jupyter Notebook
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Created almost 3 years ago
Updated over 1 year ago

weijie-chen

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Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.

Linear-Algebra-With-Python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the 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.

Jupyter Notebook

2,174

Econometrics-With-Python

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

Jupyter Notebook

259

Bayesian-Statistics-Econometrics

Bayesian Statistics-Econometrics

Jupyter Notebook

Time-Series-and-Financial-Engineering-With-Python