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5.0 /5
(29)

102
Bienvenido al curso de trading algorítmico para principiantes
Los contenidos del curso
El repositorio Github y los materiales del curso
Instala los entornos del curso
Toma notas de tu curso en tiempo real en Frogames Formación
Introducción
Trading Algorítmico vs Trading Cuantitativo
Sistema de Trading Automatizado
Contratos por Diferencias (CFD)
Señales de Entrada y Salida
Evaluar la pareja riesgo-retorno
Pre Requisitos para tener éxito en el trading algorítmico
Introducción
Tipo de Objeto: Números
Tipo de Objeto: Strings
Tipo de Objeto: Operadores Lógicos y Booleanos
Tipo de Objeto: Asignación de Variables
Tipo de Objeto: Tuplas y Listas
Tipo de Objeto: Diccionarios
Tipo de Objeto: Conjuntos
Estructuras de Python: If, Elif y Else
Estructuras de Python: For
Estructuras de Python: While
Funciones: fundamentos de las funciones
Funciones: variable local
Funciones: variable global
Funciones: funciones lambda
Introducción
Numpy: Arrays
Numpy: Random
Numpy: Índices / Slicing / Transformaciones
Pandas: Series y DataFrames
Pandas: Limpieza y Selección
Pandas: Selección Condicional
Matplotlib: Representación gráfica
Matplotlib: Scatter
Matplotlib: Herramientas
Introducción
Muestra vs Población
Aplicación: Cargar los datos de acciones de Google
Medidas de Tendencia Central: La Media
Aplicación: Cálculo del retorno medio de Google y anualización del retorno
Medidas de Tendencia Central: La Mediana
Aplicación: ¿Problemas con outliers? Calcula la Mediana
Medidas de Tendencia Central: El Percentil
Aplicación: Entender la distribución del retorno de las acciones de Google
Medidas de Dispersión: La Varianza
Aplicación: Calcular la varianza y anualizarla
Medidas de Dispersión: La Desviación Estándar
Aplicación: Calcular la volatilidad y anualizarla
Medidas de Relación: Matriz de Varianzas / Covarianzas
Aplicación: Covarianzas entre Activos Financieros
Medidas de Relación: Correlación
Aplicación: Correlación entre Activos Financieros
Resumen general de estadística descriptiva
Introducción
Importar y manejar datos que proceden de Metatrader 5
Ejemplo de cómo funciona Metatrader 5 en Windows
Importar y manejar datos que proceden de Yahoo Finanzas
Introducción
Medias móviles simples
La Estrategia
Verificar la posición de trading calculada
Calcular las ganancias de nuestra estrategia de trading
Cómo automatizar la estrategia anterior
VÍDEO IMPORTANTE: El rendimiento depende del broker!
Introducción
El índice de Sortino
Cálculo del índice beta (métrica CAMP)
Cálculo del índice alpha (métrica CAMP)
Creación de la función Drawdown
Aplicación de la función Drawdown
La función de backtesting
Probando el backtesting de nuestra estrategia
Introducción
Mejorar lo que ya funcionaba
Calcular el RSI
Añadir múltiples condiciones a la hora de añadir una posición
Verificar si las posiciones se han implementado correctamente
Calcular las ganancias
Aplicar un stop loss (SL) a los retornos
Automatizar la estrategia
Comparar la misma estrategia utilizando diferentes fuentes de datos
Crear un porftolio de estrategias de trading
Introducción
¿Qué es el exponente Hurst?
¿Cómo saber si un activo tiene un movimiento de tendencia o no?
¿Cómo saber si un asset es anti persistente o no?
¿Cómo saber si un asset sigue un movimiento aleatorio o no?
Adapta tu estrategia a tus datos
Introducción
Cómo instalar librerías de Python desde Jupyter Notebook
Inicializar la plataforma de Metatrader 5
Obtener datos desde el broker
Enviar órdenes de compra y venta desde Python
Consultar las posiciones actuales
Ejecutar la creación de la estructura
Cerrar todas las posiciones
Aplicación de Trading en vivo: Señal aleatoria
Aplicación de Trading en vivo: Señal SMA
Tu ruta de aprendizaje
Hemos terminado una aventura juntos, ¡pero vamos a por la siguiente!

instructor

5.0 /5
(29)

  • Avatar
    María
    (5)
    My starting point in algorithmic trading

    This course took me from zero to creating my first automated strategies. It's friendly, motivating, and practical. By the end, I didn't just learn—I finished with my own system that I'm already testing in demo. Ideal for beginners.

  • Avatar
    Jorge
    (5)
    A direct path to results

    I started without knowing anything about how to automate a purchase and ended up with my own strategy working; it's a really encouraging course for those of us who get intimidated by numbers at first.

  • Avatar
    Jackeline
    (5)
    I learned to code strategies from scratch with Python, great course!

  • Avatar
    danison
    (5)
    Algorithmic Trading

    I had an interest in learning about Algorithmic Trading but I always think twice before diving into areas like that. Now I can learn at my own pace and guided by such a professional team through Algorithmic Trading. I should point out that I thought it was excellent how the course made clear its objective—not being a financial guide. As always, professionalism from Frogames!

  • Avatar
    Raul
    (5)
    Excellent Intro to Trading with Python Course

    Excellent course, foundational concepts in Python programming, statistics, trading—everything you need to start with algorithmic trading strategy. I'm ready to dive into the suggested courses next. Customizable, functional scripts you can adapt for your own strategy. Congrats!

  • Avatar
    Tonny
    (5)
    Excellent course

    I'm gradually learning everything related to algorithmic trading. It's really something new for me to understand the statistical part applied to market studies. I find it very interesting and it motivates me to continue with the other courses. I want to learn all possible strategies and techniques to improve my trading and market analysis in a more professional way.

  • Avatar
    Javi
    (5)
    My first investment robot!

    They walked me through it in the simplest way possible, and when I saw my first strategy running on its own, I couldn't believe it. It's the perfect entry point for those of us who want to automate our finances without pulling our hair out.

  • Avatar
    Santiago
    (5)
    The best way to overcome your fear of code trading

  • Avatar
    Giovanni
    (5)
    From Total Confusion to Automation

    What I value most is how they demystify using algorithms to operate in the markets, teaching you to program your own strategies step by step. It's an incredible feeling to see how a script does the heavy lifting for you based on logical rules; it really delivers on what it promises to take you from the absolute basics to a functional level

  • Avatar
    Nicolás
    (5)
    Good entry point to the world of Algorithmic Trading

  • Avatar
    Angel
    (5)
    Learn to build trading bots, validate strategies, and operate in real markets without spending hours glued to your screen

    This course is designed for those who want to get started in algorithmic trading from scratch. Through accessible theory, Python programming, and real simulations with MetaTrader 5, you'll learn to create automated systems that analyze, decide, and execute trades for you.

  • Avatar
    Rocío
    (5)
    great introductory course

  • Avatar
    Rosa
    (5)
    Amazing how well you explain Python applied to trading with practical examples and notebooks that make it easy to reproduce the backtests.

  • Avatar
    Nieves
    (5)
    pure strategy

  • Avatar
    Gustavo
    (5)
    Algorithmic Trading for Beginners: From Zero to Hero with Python

    This course is the perfect gateway for those who want to get into algorithmic trading without prior experience in finance or programming. With a progressive and friendly approach, the content guides you from the basics of the market to creating your first trading bot with Python.

  • Avatar
    Gabriela
    (5)
    Excellent course, very clear and informative

    If you're new to algorithmic trading, the zero to hero course is perfect. It took me from being a complete beginner to understanding how basic strategies work. Now I feel ready to tackle the market.

  • Avatar
    Samuel
    (5)
    The way they explain the basic concepts is super clear and easy to understand

    I was lost with charts and numbers before, now I can say I feel like a trading hero.

  • Avatar
    Carlos
    (5)
    A perfect introduction to algorithmic trading

    I've always been interested in trading, but programming and technical concepts intimidated me. However, this course explains everything from the fundamentals to implementing bots in MetaTrader 5, with practical examples in Python. I loved how they combine theory and practice, especially in the risk management section. Now I have my own automated scripts running and I understand the market better. Totally recommended for anyone who wants to get started in this field!

  • Avatar
    Caty
    (5)
    Algorithmic Trading for Beginners

    I think it's a great course since it teaches fundamentals through advanced strategies to automate financial operations effectively

  • Avatar
    Antonio Jesús
    (5)
    Wonderful introduction

    Thanks Juan Gabriel, let's continue with the Algorithmic Trading Path

  • Avatar
    Juan Carlos
    (5)
    Good review of the topics

    Despite the videos being brief in duration, they get straight to the point and explain how to apply and calculate with Python. Well developed and pretty easy to understand!!!

  • Avatar
    Joiser
    (5)
    Becoming a hero haha

    it's highly informative and teaches you to identify patterns and trends in large datasets, providing you with tools to make informed decisions in the business world

  • Avatar
    Noelia
    (5)
    My goodness, what a complete Path

    I came for the free course but honestly the Path has hooked me and it's getting me to learn concepts quickly that I never imagined could be so simple. Big thumbs up to Juan Gabriel for his way of explaining concepts so clearly

  • Avatar
    Fernando
    (5)
    Really good and beginner-friendly

    I did the first course and I'm now in the second one. Even though I haven't put a bot in a game yet, I keep learning.

  • Avatar
    Enzo
    (5)
    Good Start

    It's a good start to get into algorithmic trading, and there are certainly trading concepts that need to be clear to move forward without many interruptions. I think there are some topics that should be clarified (for example, how to set up a METATRADER 5 account to use the algorithms).

  • Avatar
    Carlos
    (5)
    five stars

    Clear, precise, practical!!!10 stars!!!.

  • Avatar
    Yvonne
    (5)
    I like it

    I really enjoyed how the course is going, it's very complete and pleasant. The platform works really well, there's a variety of courses, and I can improve my foundations by taking easier courses.

  • Avatar
    Miguel Ángel
    (5)
    Essential course for those jumping into the cryptocurrency world without a clue

    First off—how great to find an algorithmic trading course in Spanish! This course breaks down trading terms from the crypto world that you've probably heard thrown around but weren't quite sure what they meant. Let's be real: there's some statistics involved, but it's explained with the same clarity you get from Frogames math courses. It's helped me apply it to my crypto portfolio and see straight up whether I was doing well or badly. Ready to keep going down the Path

  • Avatar
    Miguel
    (4)
    Very similar to the A to Z trading course

    The course is really good and that's why I'm giving it 4 stars, but it doesn't have many things different from A to Z trading with Python. I think when you do the complete Path you should have the option to skip sections you've already done in previous courses, since it doesn't make sense that the previous course is 80% the same. I thought each course was independent from the previous one but materials are constantly reused

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