weijie-chen/Python_100_Challenge

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Updated almost 4 years ago

weijie-chen/Python_100_Challenge

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100 Challenges from basic to advance

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

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

Basic-Statistics-With-Python

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.

Jupyter Notebook

Bayesian-Statistics-Econometrics

Bayesian Statistics-Econometrics

Jupyter Notebook

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

A series of lessons on time series analysis with Python

Jupyter Notebook

Probability_Theory

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

Jupyter Notebook

Matplotlib_Essentials

An Essential Graphic Primer of Matplotlib

Jupyter Notebook

Notes_For_Macroeconomic_Analyst

These are notes for macroeconomic analysis, summarised in past years for macro trading/analysis.

Jupyter Notebook

Pandas_From_Basics_To_Advance

A series of tutorials on Pandas skills

Jupyter Notebook

Economics_of_Exchange_Rate_And_Forex_Trading

A complete tutorial covering acadmeic knowledge and market skills of Forex trading

Jupyter Notebook

interview_questions

A collection of interview questions on Python and quant topics

Jupyter Notebook

Advanced_Macroeconomics_With_Python

Advanced Macroeconomic Analysis with Python modelling

weijie-chen

R_primer_for_Pythoneers

R primer for Pythoneers

Jupyter Notebook

SomeMacroData

Some macro data demonstration

Jupyter Notebook

github-slideshow

A robot powered training repository 🤖

MacroNotes

My notes for textbooks long time ago

Macro_Notes