Finance
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Learning Track: Sentiment Analysis in Trading

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Course Features

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Duration

35 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

35 hours

Course Description

Machine learning techniques can be used to quantify human sentiments in tweets and news articles. To create trading strategies, you can use sentiment indicators and sentiment scores. Live trading is a great way to learn how to apply the same. This course is recommended for traders who wish to tap into other sources of data.

Course Overview

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International Faculty

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Post Course Interactions

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Hands-On Training,Instructor-Moderated Discussions

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Case Studies, Captstone Projects

Skills You Will Gain

Prerequisites/Requirements

Working of the financial markets and familiarity with basic programming skills are recommended to fully appreciate the implementation of various strategies covered in this learning track

Even if you haven`t traded in financial markets nor coded in python, this learning track can be easily completed

What You Will Learn

Fetch tweets and news data and backtest an intraday strategy using the sentiment score

Train a machine learning model to calculate a sentiment from a news headline. Predict the stock returns and bond returns

Implement and compare the word embeddings methods such as Bag of Words (BoW), TF-IDF, Word2Vec and BERT

Work with time-series data and be able to manipulate it and incorporate transaction costs and slippage in backtesting

Analyze the trading strategies using various performance metrics

Create a trading strategy using sentiment indicators such as Put-Call ratio, TRIN and VIX indicators and analyze different types of risks involved in trading

Learn to live and paper trade the strategies covered in the course

Course Instructors

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Multi Commodity Exchange

Instructor

The Multi Commodity Exchange of India Limited (MCX), India’s first listed exchange, is a state-of-the-art, commodity derivatives exchange that facilitates online trading of commodity derivatives tran...
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QuantInsti

Instructor

QuantInsti is the world's leading algorithmic and quantitative trading research & training institute with registered users in 190+ countries and territories. An initiative by founders of iRage, one o...
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Dr. Terry Benzschawel

Instructor

Dr. Terry Benzschawel is the Founder and Principal at Benzschawel Scientific, LLC. Before that, Terry had worked with Citigroup's Institutional Clients Business, as a Managing Director, heading the ...

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