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-EconometricsTime-Series-and-Financial-Engineering-With-Python
A series of lessons on time series analysis with PythonProbability_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 MatplotlibNotes_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 skillsEconomics_of_Exchange_Rate_And_Forex_Trading
A complete tutorial covering acadmeic knowledge and market skills of Forex tradingAdvanced_Macroeconomics_With_Python
Advanced Macroeconomic Analysis with Python modellingR_primer_for_Pythoneers
R primer for PythoneersPython_100_Challenge
100 Challenges from basic to advancegithub-slideshow
A robot powered training repository 🤖weijie-chen
HiSomeMacroData
Some macro data demonstrationMacroNotes
My notes for textbooks long time agoMacro_Notes
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