Basic Python

Python Fundamentals with Dr Alvin.ipynb

Basic Syntax

List / Dictionary / Sets

IF / WHILE

DEF for Grocery Discount App.html

DEF and Enumerate for Taxi Fare.html

Python4Finance

Dr. Alvin's Python for Finance.ipynb

Using List Comprehension to scrub the Index for Companies Market Cap.html
df.Merge and df.Sort_Values for CompaniesMarketCap.com.html
Using ZIP to create a new DataFrame called Total Cost Invested from SGX portfolio.html
Using Enumerate to create a new DataFrame called Totcal Cost Invested from SGX portfolio .html

DEF for Time Value of Money.html

.pipe()

IF Else for Income Level Checker.html

How to Plot Plotly Candlesticks.html

PANDAS

Categorical vs Numerical vs DAtes

Change Directory

[i for i in]

np.logical.and

Dataframing

Matplotlib

3D plots

MSNO

Date Time

Groupby and Pivot

Pandas Plotting

Seaborn

DropNAs

FillNAs

R Programming

Basic R Course

Topic 1 - Introduction to R Data Types.R

Topic 2 - R Datasets and Data IO by Dr Alvin.R

Topic 3 - R Data Visualization by Dr Alvin.R

Topic 4 - R Programming by Dr. Alvin.R

Topic 5 - R Statistics by Dr. Alvin.R

Paste and Strsplit TCJ and CLH.html

Tidyverse Package Course

Topic 1 - Tidyverse Data Cleansing.R

Topic 2 - Tidyverse Data Summary.R

Topic 3 - Tidyverse Statistics.R

Topic 4 - Qualitative Data Analysis (Text Mining).R

Topic 5 - GGPlot Data Visualization.R

GGPLOT

Text Mining

Text Mining - Bar Chart and Word Cloud.html

ML4Trading

Is DBS Correlated to UOB.html

Feature Extraction

QuantStats

Machine Learning

Importing Datasets

Train Test Split

Model.fit

Linear and Logistic Regression

Checking Dataset Balance or Not

Scaling

Prediction

Confusion Matrix

ROC AUC / PR

Streamlit Apps

Simple

ML4Trading

https://huggingface.co/spaces/DrAlvinAng/Stock-Correlation-Analyzer

https://huggingface.co/spaces/DrAlvinAng/Imporing_YFinance

https://huggingface.co/spaces/DrAlvinAng/Pandas_TA_Classic_2

https://huggingface.co/spaces/DrAlvinAng/QuantStats

Finance

DOE