Practical Machine Learning for Financial Analysis and Trading Strategies

₱7042.99

By Mustafa Qamar-ud-Din

Time 4hrs 50mins

Published in Feb 2019

Product Type Video

Edition 1st Edition

ISBN 9781789951165

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Key Benefits

Building high-frequency trading robots

Applying feature engineering on stock market data

Diving deeper into the pros and cons of various financial data structures

Building & evaluating many machine learning models

Implementing backtesting econometrics for trading strategies evaluation

Hacking Ensemble Learning Algorithms in Machine Learning

Featuring a premiere on Ensemble Learning with Bagging & Boosting

Experience-based tutorials and hands-on financial challenges

What You Will Learn

You will learn about financial terminology and methodology and how to apply them

Get hands-on financial data structures and financial machine learning

Understand complex financial terminology and methodology in simple ways

Ensemble models and cross-validation for financial applications

Backtesting for models and strategies evaluation and validation

Apply your skills to real world cryptocurrency trading such as BitCoin and Ethereum

Putting machine learning into real world problems and derive solutions

Who Is This Book For?

This course is compiled for data science beginners and professionals who want to shift their career to financial sector. This course assumes a basic knowledge of Python programming such as conditional and looping statements. The course is self contained in terms of the concepts, theories, and technologies it requires to build trading bots.

Book Description

Have you ever wondered how the Stock Market, Forex, Cryptocurrency and Online Trading works? Have you ever wanted to become a rich trader having your computers work and make money for you while you’re away for a trip in the Maldives? Ever wanted to land a decent job in a brokerage, bank, or any other prestigious financial institution?We have compiled this course for you in order to seize your moment and land your dream job in financial sector. This course covers the advances in the techniques developed for algorithmic trading and financial analysis based on the recent breakthroughs in machine learning. We leverage the classic techniques widely used and applied by financial data scientists to equip you with the necessary concepts and modern tools to reach a common ground with financial professionals and conquer your next interview.By the end of the course, you will gain a solid understanding of financial terminology and methodology and a hands-on experience in designing and building financial machine learning models. You will be able to evaluate and validate different algorithmic trading strategies. We have a dedicated section to backtesting which is the holy grail of algorithmic trading and is an essential key to successful deployment of reliable algorithms. The code bundle for this video course is available at - https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python

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Machine Learning for Algorithmic Trading Bots with Python

Practical Machine Learning for Financial Analysis and Trading Strategies

What do you get with a video?

Key Benefits

What You Will Learn

Who Is This Book For?

Book Description

Frequently bought together

Table of Contents

Recommendations for you

People who bought this also bought

About the author

FAQs

Machine Learning for Algorithmic Trading Bots with Python

Practical Machine Learning for Financial Analysis and Trading Strategies

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What do you get with a video?

Key Benefits

What You Will Learn

Who Is This Book For?

Book Description

Frequently bought together

Table of Contents

Recommendations for you

People who bought this also bought

About the author

FAQs

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