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Prepare for CFA Level 1: Quantitative Methods and Returns · LearnSpace
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Prepare for CFA Level 1: Quantitative Methods and Returns

Курс от Board Infinity
Начальный≈ 19.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Build job-ready skills in quantitative finance by mastering statistical methods, probability, and financial modeling used in a quantitative finance and CQF course pathways. This course helps you apply mathematical finance concepts to real-world problems in quant finance, trading, and investment analysis. You will begin with rates and return concepts, including time value of money and return calculations used in financial decision-making. The course then progresses to statistical measures, where you will analyze distributions, dispersion, and correlation between asset returns. Next, you will explore probability, conditional expectations, and Bayes theorem to model uncertainty in financial markets. You will also work on portfolio mathematics, applying risk-return frameworks, covariance, and diversification techniques. In advanced modules, you will learn simulation methods such as Monte Carlo and bootstrapping, followed by estimation, hypothesis testing, and regression analysis used in quantitative analyst courses. The course concludes with big data techniques, including machine learning and data science applications in quantitative trading and investment analysis. By the end, you will: • Apply statistical and probability models in financial analysis • Build quantitative frameworks for portfolio risk and return • Use regression and hypothesis testing for financial decisions • Analyze financial data using quantitative methods This course is ideal for finance students, aspiring analysts, investment professionals, and anyone interested in alternative investments. Start building your expertise and make smarter investment decisions in evolving markets. Disclaimer: This course is an independent educational resource developed by Board Infinity and is not affiliated with, endorsed by, sponsored by, or officially associated with CFA Institute or any of its subsidiaries or affiliates. This course is not an official preparation material of CFA Institute. All trademarks, service marks, and company names mentioned are the property of their respective owners and are used for identification purposes only.

Навыки, которые вы освоите

Statistical Hypothesis TestingRegression AnalysisCorrelation AnalysisFinanceStatistical ModelingProbabilityProbability DistributionStatistical Machine LearningInvestment ManagementProbability & StatisticsStatistical AnalysisQuantitative ResearchPortfolio RiskPortfolio ManagementStatistical MethodsFinancial TradingRisk ModelingSimulationsAnalyticsFinancial Modeling

Программа курса

5 модулей · 67 учебных материалов

01Time Value of Money in Finance12 материалов

Rates and Return

IntroductionВидеоInterest Rates and Time Value of MoneyВидеоRates of ReturnВидеоMoney-Weighted and Time-Weighted ReturnВидеоAnnualized ReturnВидео

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Prepare for CFA Level 1: Quantitative Methods and Returns
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≈ 19.1 ч

5 модулей

Язык: Английский

Часть программы вашего университета
Other Return MeasuresВидео
Practice Quiz : — Rates and ReturnЗадание

Time Value of Money

Time Value of MoneyВидеоImplied Return and GrowthВидеоCash Flow AdditivityВидеоPractice Quiz : — Time Value of MoneyЗаданиеGraded Quiz : — Time Value of Money in FinanceЗадание
02Statistical Measures of Asset Returns21 материалов

Statistical Measures

IntroductionВидеоMeasures of Central Tendency and LocationВидеоMeasures of DispersionВидеоMeasures of Shape of a DistributionВидеоCorrelation between Two VariablesВидеоProperties of CorrelationВидеоPractice Quiz : — Statistical MeasuresЗадание

Probability Trees and Conditional Expectations

Expected Value and VarianceВидеоProbability Trees and Conditional ExpectationsВидеоBayes Formula and Updating Probability EstimatesВидеоBayes Theorem and ProblemsВидеоPractice Quiz : — Probability Trees and Conditional ExpectationsЗадание

Portfolio Mathematics

Portfolio Expected Return and Variance of ReturnВидеоForecasting Correlation of Returns- Covariance Given a Joint Probability FunctionВидеоPortfolio Risk Measures- Applications of the Normal DistributionВидеоPractice Quiz : — Portfolio MathematicsЗадание

Simulation Methods

Lognormal Distribution and Continuous CompoundingВидеоMonte Carlo SimulationВидеоBootstrappingВидеоPractice Quiz : — Simulation MethodsЗаданиеGraded Quiz : — Statistical Measures of Asset ReturnsЗадание
03Estimation and Inference16 материалов

Sampling and Estimation

Sampling MethodsВидеоNon-Probability Sampling, Sampling from Different DistributionsВидеоCentral Limit Theorem and InferenceВидеоBootstrapping and Empirical Sampling DistributionsВидеоPractice Quiz : — Sampling and EstimationЗадание

Hypothesis Testing

Hypothesis Tests for FinanceВидеоTest Concerning Differences between Means with Dependent SamplesВидеоTest Concerning the Equality of Two VariancesВидеоParametric versus Nonparametric TestsВидеоNonparametric TestsВидеоHypothesis Testing Practice ProblemsВидеоPractice Quiz : — Hypothesis TestingЗадание

Parametric and Non-Parametric Tests of Independence

Parametric Test of a CorrelationВидеоNon-Parametric Test of Correlation- The Spearman Rank Correlation CoefficientВидеоPractice Quiz : — Parametric and Non-Parametric Tests of IndependenceЗаданиеGraded Quiz : — Estimation and InferenceЗадание
04Regression testing12 материалов

Simple Linear Regression

Introduction to Linear RegressionВидеоAssumptions of the Simple Linear Regression ModelВидеоHypothesis Tests in the Simple Linear Regression ModelВидеоHypothesis Testing practice problemsВидеоHypothesis Testing of Individual Regression CoefficientsВидеоPractice Quiz : — Simple Linear RegressionЗадание

Analysis using Linear Regression

ANOVA and Standard Error of Estimate in Simple Linear RegressionВидеоANOVA practice problemsВидеоPrediction Using Simple Linear Regression and Prediction IntervalsВидеоFunctional Forms for Simple Linear RegressionВидеоPractice Quiz : — Analysis using Linear RegressionЗаданиеGraded Quiz : — Regression testingЗадание
05Big Data Techniques6 материалов

Introduction to Big Data Techniques

IntroductionВидеоHow Is Fintech used in Quantitative Investment Analysis?ВидеоAdvanced Analytical Tools- Artificial Intelligence and Machine LearningВидеоTackling Big Data with Data ScienceВидеоPractice Quiz : — Introduction to Big Data Techniques ЗаданиеGraded Quiz: Big Data TechniquesЗадание