Python算法交易:机器学习策略 Algorithmic Trading with Python: Machine Learning strategies

2021.11.22 Python/机器学习 9

Python算法交易:机器学习策略 Algorithmic Trading with Python: Machine Learning strategies Python-第1张

算法交易的人工智能/机器学习。包含5个机器人!

你会学到:
机器学习技能
MT5直播交易
使用机器学习创建算法交易策略
使用熊猫管理数据
使用熊猫进行数据清理
Python编程
比较/选择交易策略
理解并实现线性回归
理解并实施SVM
理解并实施主成分分析
从你的经纪人那里输入股票价格
从雅虎金融进口股票价格
把你的策略放在虚拟专用网上

MP4 |视频:h264,1280×720 |音频:AAC,44.1 KHz,2 Ch
语言:英语+中英文字幕(根据原英文字幕机译更准确) |时长:69节课(5h 2m) |大小解压后:1.97 GB
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要求
一些python知识是受欢迎的,但不是必需的

描述
你已经懂python了,还想把知识货币化、多样化?

你已经有一些交易知识了,还想学习算法交易中的人工智能?

你只是一个想进入这个学科的好奇的人?

如果您至少回答了其中一个问题,我欢迎您参加本课程。对于python初学者,不要慌!有一门python课程(虽小但浓缩)可以掌握这门python知识。

在本课程中,您将学习如何从头开始规划策略。事实上,在Python速成班之后,您将学习如何实现基于机器学习(线性回归、支持向量机)的系统。

一旦创建了策略,我们将使用python对它们进行回溯测试。因此,我们更好地了解这一策略,使用统计数据,如Sortino比率,缩减测试版…然后我们会把我们最好的算法放到直播交易中。
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您将了解投资组合经理和专业交易员使用的工具:

人工智能算法

机器学习在直播交易中的应用

使用机器学习预测股票价格

实时交易实施

导入财务数据

线性回归算法

支持向量机(SVM)

如何进行回溯测试

股票的风险

计算机编程语言

什么是多头和空头头寸

数字

熊猫

Matplotlib

夏普比率

分类比率

α系数

β系数
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为什么是这门课而不是另一门?

它不是编程课程,也不是交易课程。这是一门将编程用于交易的课程。

数据科学家不开设这门课程,而是获得金融机器学习专业的数学和经济学学位。

您只需在我们的免费Discord论坛上注册,就可以提问或阅读我们的量化金融文章。

同时不要忘记课程已满或已退款30天。不要错过提高你对这个迷人学科的知识的机会。

这门课是给谁的
每个想学习MT5直播交易的人都用python
数据科学专业的学生
数据科学专业
金融专业人士
金融专业的学生

MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 69 lectures (5h 2m) | Size: 1.67 GB

Artificial intelligence / Machine Learning for algorithmic trading. MetaTrader 5 bots included!

What you’ll learn:
Machine learning skills
MT5 live trading
Create algorithmic trading strategies using Machine Learning
Manage data using Pandas
Data Cleaning using Pandas
Python programmation
Compare / choose trading strategies
Understand and implement a Linear Regression
Understand and implement a SVM
Understand and implement a PCA
Import stock prices from your broker
Import stock prices from Yahoo Finance
Put your strategy on a VPS

Requirements
Some python knowledge are welcoming but not necessary

Description
You already know python, and you want to monetize and diversify your knowledge?

You already have some trading knowledge, and you want to learn about artificial intelligence in algorithmic trading?

You are simply a curious person who wants to get into this subject?

If you answer at least one of these questions, I welcome you to this course. For beginners in python, don’t panic! There is a python course (small but condensed) to master this python knowledge.

In this course, you will learn how to program strategies from scratch. Indeed, after a crash course in Python, you will learn how to implement a system based on Machine Learning (Linear regression, Support Vector Machine).

Once the strategies are created, we will backtest them using python. So that we know better this strategy using statistics like Sortino ratio, drawdown the beta… Then we will put our best algorithm in live trading.

You will learn about tools used by both portfolio managers and professional traders:

Artificial intelligence algorithm

Apply Machine Learning in Live Trading

Predict stock prices using Machine Learning

Live trading implementation

Import financial data

Linear Regression Algorithm

Support Vector Machine (SVM)

How to do a backtest

The risk of a stock

Python

What is a long and short position

Numpy

Pandas

Matplotlib

Sharpe ratio

Sortino ratio

Alpha coefficient

Beta coefficient

Why this course and not another?

It is not a programming course nor a trading course. It is a course in which programming is used for trading.

A data scientist does not create this course, but a degree in mathematics and economics specialized in Machine learning for finance.

You can ask questions or read our quantitative finance articles simply by registering on our free Discord forum.

Without forgetting that the course is satisfied or refunded for 30 days. Don’t miss an opportunity to improve your knowledge of this fascinating subject.

Who this course is for
Everyone who wants to learn MT5 live trading using python
Students in data science
Professional in data science
Professional in finance
Students in finance

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【Python算法交易:机器学习策略 Algorithmic Trading with Python: Machine Learning strategies】