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Course Curriculum
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Quick Recap of Investment Analysis Fundamentals (Complimentary Access)
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days
after you enroll
Introduction to Natural Language Processing & Sentiment Analysis in Finance
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days
days
after you enroll
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PreviewIntroduction to Natural Language Processing (NLP) for Finance (8:03)
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StartIntroduction to Natural Language Processing (NLP) for Finance [Quiz, 5 questions]
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StartNatural Language Processing (NLP) Applications in Finance (17:01)
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StartNatural Language Processing (NLP) Applications in Finance [Quiz, 10 questions]
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StartOverview of Sentiment Analysis (11:27)
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StartOverview of Sentiment Analysis [Quiz, 10 questions]
Hypothesis Design & Exploratory Data Analysis
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days
after you enroll
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StartCreating a Testable Hypothesis (15:45)
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StartCreating a Testable Hypothesis [Quiz, 10 questions]
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StartCreating a Testable Hypothesis [Assignment]
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StartExploring Relevant Data (19:58)
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StartExploring Relevant Data [Quiz, 5 questions]
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StartExtracting Text Data
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PreviewExploring Stock Price & Returns Data (22:20)
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StartExploring Stock Price & Returns Data [Quiz, 10 questions]
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PreviewExploring Text (MD&A) Data (34:36)
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StartExploring Text (MD&A) Data [Quiz, 10 questions]
Estimating Firm Level Sentiment
Available in
days
days
after you enroll
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StartApproaches to Estimating Sentiment (10:21)
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StartApproaches to Estimating Sentiment [Quiz, 5 questions]
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StartHow to Estimate Sentiment (24:53)
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StartHow to Estimate Sentiment [Quiz, 5 questions]
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StartCleaning Text Data (17:11)
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StartCleaning Text Data [Quiz, 5 questions]
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StartCleaning Text Data - Applied (17:07)
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StartCleaning Text Data - Applied [Assignment]
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StartEstimating Sentiment for a Single Firm (26:53)
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StartEstimating Sentiment for a Single Firm [Quiz, 5 questions]
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StartEstimating Firm Level Sentiment (Full Sample) (30:40)
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StartEstimating Firm Level Sentiment (Full Sample) [Assignment]
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StartEstimating Sentiment using a Document Term Matrix (DTM) (12:45)
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StartEstimating Sentiment using a Document Term Matrix (DTM) [Quiz, 5 questions]
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StartEstimating Sentiment using a Document Term Matrix (DTM) - Applied (24:20)
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StartEstimating Sentiment using a Document Term Matrix (DTM) - Applied [Assignment]