Universidad de los Andes
Analítica de Datos en Finanzas​ Specialization
Universidad de los Andes

Analítica de Datos en Finanzas​ Specialization

Explora el universo de la analítica financiera. Domina estrategias de inversión a corto y largo plazo para que pueda invertir en el mercado de capitales

Adriana Abrego Pérez
Sergio Cabrales
Julio Villarreal

Instructors: Adriana Abrego Pérez

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4.6

(94 reviews)

Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.6

(94 reviews)

Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Comprensión del funcionamiento del mercado financiero de la teoría de eficiencia del mercado.

  • Entender e identificarla la teoría básica, líneas de mercado de capitales

  • Identificar los modelos de pronóstico que se pueden aplicar a las series financieras.

  • Tomar decisiones de inversiones en el mercado de finanzas

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Taught in Spanish

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Specialization - 3 course series

Analítica financiera​

Course 117 hours4.6 (83 ratings)

What you'll learn

  • Entender los conceptos básicos y la importancia de los métodos estadísticos analíticos en finanzas para la toma decisiones.

  • Utilizar métodos descriptivos y predictivos en series de tiempo de activos financieros usando técnicas econométricas y de aprendizaje automático.

  • Identificar las técnicas y los modelos de valoración del riesgo para entender la relación riesgo-rentabilidad.

Skills you'll gain

Category: Time Series Analysis and Forecasting
Category: Statistical Analysis
Category: Artificial Neural Networks
Category: Financial Analysis
Category: Predictive Analytics
Category: Financial Forecasting
Category: Risk Analysis
Category: Business Analytics
Category: Advanced Analytics
Category: Risk Management
Category: Financial Modeling
Category: Predictive Modeling
Category: Descriptive Analytics
Category: R Programming
Category: Data Analysis
Category: Machine Learning Methods

What you'll learn

  • Entender los conceptos básicos de valor y precio cuando se habla de activos financieros

  • Estudiar y comprender la eficiencia del mercado, así como la teoría de diversificación y la frontera eficiente

  • Entender y aplicar los modelos básicos de la CML y CAPM para tomar decisiones de inversión en el mercado de capitales

Skills you'll gain

Category: Portfolio Management
Category: Investments
Category: Risk Management
Category: Financial Analysis
Category: Capital Markets
Category: Investment Management
Category: Financial Market
Category: Risk Analysis
Category: Market Dynamics
Category: Return On Investment
Category: Asset Management

Algoritmos de negociación basados en machine learning​

Course 317 hours4.8 (32 ratings)

What you'll learn

  • Entender el funcionamiento del mercado de capitales, la formación de precios de los activos financieros, el retorno y el riesgo financiero.

  • Aplicar las herramientas de análisis técnico en el mercado de capitales y commodities basados en los precios históricos y el volumen de transacciones

  • Utilizar el análisis técnico para diseñar algoritmos de negociación de activos financieros y commodities en el mercado de capitales.

  • Diseñar algoritmos de negociación basados en modelos de machine learning como: Arboles de Decisión, Random Forest, redes neuronales, entre otros.

Skills you'll gain

Category: Technical Analysis
Category: Financial Trading
Category: Financial Analysis
Category: Financial Market
Category: Investments
Category: Statistical Machine Learning
Category: Trend Analysis
Category: Machine Learning
Category: Capital Markets
Category: Performance Measurement
Category: Return On Investment
Category: Classification And Regression Tree (CART)
Category: Market Data
Category: Market Trend

Instructors

Adriana Abrego Pérez
Universidad de los Andes
3 Courses6,555 learners

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