module #1 Introduction to Financial Forecasting and Analytics Vailiiliga o faʻamatalaga tau tupe ma auʻiliʻiliga, taua i le faia o filifiliga pisinisi, ma faʻamoemoega o aʻoaʻoga
module #2 Suʻesuʻega o Faʻamatalaga Tau Tupe Iloiloga o faʻamatalaga tau tupe, suʻesuʻega faʻatusatusa, ma faʻatinoga tau tupe metrics
module #3 Time Series Analysis Fa'atomuaga i su'esu'ega fa'asologa o taimi, vaega o fa'amaumauga fa'asologa o taimi, ma aga i fa'amatalaga tau tupe
module #4 Metotia Fa'asao Fa'ateleina (ES) Simple Exponential Smoothing (SES), Metotia Holts, ma Metotia Holt-Winters mo valo'aga
module #5 ARIMA Modeling Autoregressive (AR), Moving Average (MA), ma Autoregressive Integrated Moving Average (ARIMA) models
module #6 Vector Autoregression (VAR) Fa'ata'ita'iga Fa'atomuaga i fa'ata'ita'iga VAR, fa'atatau, ma fa'ata'ita'iga
module #7 Regression Analysis Fa'afaigofie ma Tele Fa'asolo, su'ega fa'atatau, ma iloiloga fa'ata'ita'iga
module #8 Fa'ata'ita'iga Fa'ata'ita'iga Fa'atomuaga i fa'ata'ita'iga tau tamaoaiga, fa'atasi equations, and instrumental variables
module #9 Forecasting with Machine Learning Introduction to machine learning for forecasting, neural networks, and support vector machines
module #10 Big Data and Financial Analytics Fa'atomuaga i fa'amatalaga tetele, fa'amaumauga mining, ma fa'amatalaga fa'amatalaga i mea tau tupe
module #11 Fancial Data Sources and Collection Aotelega o fa'amatalaga fa'amatalaga tau tupe, auala aoina o fa'amaumauga, ma fa'asologa o fa'amaumauga
module #12 Fa'amatalaga Fa'amatalaga mo Su'esu'ega Tau Tupe Fa'atomuaga i fa'amatalaga fa'amatalaga , siata, ma dashboards mo au'ili'iliga tau tupe
module #13 Su'esu'ega Fa'atatau o Tupe Su'esu'e, tupe mama, lelei, ma fua fa'atatau o le solvency, ma a latou talosaga
module #14 DuPont Analysis Decomposition of ROE, fa'aogaina o aseta, ma leverage tau tupe
module #15 Fa'ailo Fuafuaga o Tupe Maua Taua o le fa'asologa o tinoitupe, ma metotia mo le va'aiga o tupe maua
module #16 Scenario Analysis and Sensitivity Analysis Scenario analysis, sensitivity analysis, ma Monte Carlo simulations mo tulaga lamatia. au'ili'ili
module #17 Su'esu'ega Filifiliga Moni Fa'atomuaga i filifiliga moni, fa'ata'ita'iga a le Black-Scholes, ma fa'aoga i mea tau tupe
module #18 Fufuafuaga Fa'atupe ma Tala Fa'atatau o Tupe Fuafuaga tau tupe, paketi, ma va'aiga mo pisinisi ma tagata ta'ito'atasi
module #19 Su'esu'ega Fa'atasi ma Fa'atauga Su'esu'ega tau tupe o fefa'ataua'iga M&A, metotia fa'atatau, ma le fa'atulagaina o fefa'ataua'iga
module #20 Fa'ata'ita'iga Tulaga Tau Tupe Fa'ata'ita'iga Lelei Fa'ata'ita'iga sili mo le fausiaina o fa'ata'ita'iga tau tupe, fa'amaoniga fa'ata'ita'iga, ma su'etusi
module #21 Excel Skills for Financial Modeling Advanced Excel skills for financial modeling, including formulas, functions, and charts
module #22 Python for Financial Analytics Introduction to Python for financial analysis, including pandas, NumPy, and Matplotlib
module #23 R mo Su'esu'ega Tau Tupe Fa'atomuaga i le R mo su'esu'ega tau tupe, e aofia ai fa'amatalaga fa'amatalaga ma fa'ata'ita'iga
module #24 Tableau mo Fa'amatalaga Fa'amatalaga Fa'atomuaga i Laulautusi mo fa'amatalaga fa'amatalaga, e aofia ai dashboards ma tala fa'asolopito
module #25 Fa'ai'uga ma Fa'ai'uga Fuafuaina o isi laasaga i le Fuafuaga o Tupe ma le Su'esu'ega galuega
