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Python for Machine Learning in Finance

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Course Features

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Duration

7 hours

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Delivery Method

Online

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Available on

Lifetime Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Beginner

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Teaching Type

Self Paced

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Video Content

7 hours

Course Description

This course is perfect for those looking to get started on using Python for Machine learning. Learn in a step-by-step fashion to create a Machine Learning algorithm for trading. Evaluate the performance of the machine learning algorithm and perform backtest, paper trading and live trading with Quantra€™s integrated learning.

Course Overview

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Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

No experience is required except for a very basic understanding of financial markets such as how to place orders with your broker. You should be curious to explore the application of machine learning in finance. You can do this course even if you have nev

What You Will Learn

Backtest, analyse the strategy returns and drawdowns, paper trade and live trade machine learning strategy

Describe machine learning and its applications in finance

List and implement common tasks in machine learning such as feature creation, training, forecasting, and evaluation in a step-by-step fashion

Explain and implement accuracy, f1-score, recall and confusion matrix and R-squared

Implement the train-test split for time series data

Course Instructors

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QuantInsti

Instructor

QuantInsti® is a pioneer institute in providing educational and technological courses and tools for Quants, Traders and Developers. The course creators are market practitioners with a combined experi...

Course Reviews

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