Weijie Chen's repositories
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.
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.
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.
Bayesian-Statistics-Econometrics
Bayesian Statistics-Econometrics
Time-Series-and-Financial-Engineering-With-Python
A series of lessons on time series analysis with Python
Probability_Theory
A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.
Matplotlib_Essentials
An Essential Graphic Primer of Matplotlib
Notes_For_Macroeconomic_Analyst
These are notes for macroeconomic analysis, summarised in past years for macro trading/analysis.
Pandas_From_Basics_To_Advance
A series of tutorials on Pandas skills
Economics_of_Exchange_Rate_And_Forex_Trading
A complete tutorial covering acadmeic knowledge and market skills of Forex trading
Advanced_Macroeconomics_With_Python
Advanced Macroeconomic Analysis with Python modelling
Python_100_Challenge
100 Challenges from basic to advance
R_primer_for_Pythoneers
R primer for Pythoneers
github-slideshow
A robot powered training repository :robot:
MacroNotes
My notes for textbooks long time ago
SomeMacroData
Some macro data demonstration
documentations
Documentations of various issue fixing
virtualenv_management
This is the poetry files for env that runs all notebook tutorials