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Data science courses

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30 results

Financial Modeling in Excel

Learn about Excel financial modeling, including cash flow, scenario analysis, time value, and capital budgeting.

Clock3 hoursTagApplied FinanceUserNick EdwardsLearncourses

Introduction to Python for Finance

Learn to use Python for financial analysis using basic skills, including lists, data visualization, and arrays.

Clock4 hoursTagApplied FinanceUserAdina HoweLearncourses

Introduction to R for Finance

Learn essential data structures such as lists and data frames and apply that knowledge directly to financial examples.

Clock4 hoursTagApplied FinanceUserLore DirickLearncourses

Credit Risk Modeling in Python

Learn how to prepare credit application data, apply machine learning and business rules to reduce risk and ensure profitability.

Clock4 hoursTagApplied FinanceUserMichael CrabtreeLearncourses

Intermediate Python for Finance

Build on top of your Python skills for Finance, by learning how to use datetime, if-statements, DataFrames, and more.

Clock4 hoursTagApplied FinanceUserKennedy BehrmanLearncourses

Financial Trading in Python

Learn to implement custom trading strategies in Python, backtest them, and evaluate their performance!

Clock4 hoursTagApplied FinanceUserChelsea YangLearncourses

Quantitative Risk Management in Python

Learn about risk management, value at risk and more applied to the 2008 financial crisis using Python.

Clock4 hoursTagApplied FinanceUserJamsheed ShorishLearncourses

Introduction to Portfolio Risk Management in Python

Evaluate portfolio risk and returns, construct market-cap weighted equity portfolios and learn how to forecast and hedge market risk via scenario generation.

Clock4 hoursTagApplied FinanceUserDakota WixomLearncourses

Financial Modeling in Google Sheets

Learn basic business modeling including cash flows, investments, annuities, loan amortization, and more using Google Sheets.

Clock4 hoursTagApplied FinanceUserErin BuchananLearncourses

Intermediate R for Finance

Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.

Clock5 hoursTagApplied FinanceUserLore DirickLearncourses

Introduction to Portfolio Analysis in Python

Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal portfolio for the desired risk and return trade-off.

Clock4 hoursTagApplied FinanceUserCharlotte WergerLearncourses

GARCH Models in Python

Learn about GARCH Models, how to implement them and calibrate them on financial data from stocks to foreign exchange.

Clock4 hoursTagApplied FinanceUserChelsea YangLearncourses

Credit Risk Modeling in R

Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.

Clock4 hoursTagApplied FinanceUserLore DirickLearncourses

GARCH Models in R

Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.

Clock4 hoursTagApplied FinanceUserKris BoudtLearncourses

Analyzing Financial Statements in Python

Learn to analyze financial statements using Python. Compute ratios, assess financial health, handle missing values, and present your analysis.

Clock4 hoursTagApplied FinanceUserRohan ChatterjeeLearncourses

Quantitative Risk Management in R

Work with risk-factor return series, study their empirical properties, and make estimates of value-at-risk.

Clock5 hoursTagApplied FinanceUserAlexander J. McNeilLearncourses

Financial Analytics in Google Sheets

Learn how to build a graphical dashboard with Google Sheets to track the performance of financial securities.

Clock4 hoursTagApplied FinanceUserDavid ArdiaLearncourses

Financial Forecasting in Python

Step into the role of CFO and learn how to advise a board of directors on key metrics while building a financial forecast.

Clock4 hoursTagApplied FinanceUserVictoria ClarkLearncourses

Bond Valuation and Analysis in Python

Learn how bonds work and how to price them and assess some of their risks using the numpy and numpy-financial packages.

Clock4 hoursTagApplied FinanceUserJoshua MayhewLearncourses

Bond Valuation and Analysis in R

Learn to use R to develop models to evaluate and analyze bonds as well as protect them from interest rate changes.

Clock4 hoursTagApplied FinanceUserClifford AngLearncourses

Financial Trading in R

This course covers the basics of financial trading and how to use quantstrat to build signal-based trading strategies.

Clock5 hoursTagApplied FinanceUserIlya KipnisLearncourses

Intermediate Portfolio Analysis in R

Advance you R finance skills to backtest, analyze, and optimize financial portfolios.

Clock5 hoursTagApplied FinanceUserRoss BennettLearncourses

Equity Valuation in R

Learn the fundamentals of valuing stocks.

Clock4 hoursTagApplied FinanceUserClifford AngLearncourses

Life Insurance Products Valuation in R

Learn the basics of cash flow valuation, work with human mortality data and build life insurance products in R.

Clock4 hoursTagApplied FinanceUserKatrien AntonioLearncourses

Loan Amortization in Google Sheets

Learn how to build an amortization dashboard in Google Sheets with financial and conditional formulas.

Clock4 hoursTagApplied FinanceUserBrent AllenLearncourses