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Udemy - Investment Analysis with Natural Language Processing (NLP)

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[TutsNode.com] - Investment Analysis with Natural Language Processing (NLP)

1. Before You Start

1. Welcome to the Course. Here's What You're Going To Master..mp4	MP4	42.17 MB
1. Welcome to the Course. Here's What You're Going To Master..srt	SRT	9.15 KB
2. Disclaimer.mp4	MP4	1.7 MB
3. IMPORTANT Pre-Requisites Please read before enrolling..html	HTML	3.68 KB
4. Course FAQs.html	HTML	6.68 KB
5. Course Pointers.html	HTML	2.91 KB

2. Quick Recap of Investment Analysis Fundamentals (Complimentary Access)

1. Who should watch this.html	HTML	975 B
2. Recap Price, Risk, and Return.mp4	MP4	73.95 MB
2. Recap Price, Risk, and Return.srt	SRT	22.6 KB
2.1 2-1 Price, Risk & Return Relationships.pdf	PDF	10.28 MB
3. Recap Calculating Stock Returns on Python.mp4	MP4	99.66 MB
3. Recap Calculating Stock Returns on Python.srt	SRT	26.58 KB
3.1 2-2 Calculating Stock Returns [Applied Python].pdf	PDF	7.3 MB
4. Recap Estimating the Risk of a Stock.mp4	MP4	118.97 MB
4. Recap Estimating the Risk of a Stock.srt	SRT	34.17 KB
4.1 2-3 Estimating Total Risk II - Applied with Python.pdf	PDF	7.06 MB

3. Introduction to Natural Language Processing & Sentiment Analysis in Finance

1. Introduction to Natural Language Processing (NLP) for Finance.mp4	MP4	43.04 MB
1. Introduction to Natural Language Processing (NLP) for Finance.srt	SRT	11.07 KB
1.1 What is Natural Language Processing (NLP) [Questions].pdf	PDF	629.3 KB
1.2 What is Natural Language Processing (NLP) [Solutions].pdf	PDF	516.27 KB
1.3 Introduction to NLP for Finance.pdf	PDF	6.89 MB
2. Introduction to Natural Language Processing (NLP) for Finance [Quiz].html	HTML	167 B
3. Natural Language Processing (NLP) Applications in Finance.mp4	MP4	90.71 MB
3. Natural Language Processing (NLP) Applications in Finance.srt	SRT	26.11 KB
3.1 NLP Applications in Finance [Solutions].pdf	PDF	527.79 KB
3.2 NLP Applications in Finance.pdf	PDF	9.16 MB
3.3 NLP Applications in Finance [Questions].pdf	PDF	639.87 KB
4. Natural Language Processing (NLP) Applications in Finance [Quiz].html	HTML	167 B
5. Overview of Sentiment Analysis in Finance.mp4	MP4	55.41 MB
5. Overview of Sentiment Analysis in Finance.srt	SRT	17.51 KB
5.1 Sentiment Analysis Overview.pdf	PDF	6.52 MB
5.2 Overview of Sentiment Analysis [Questions].pdf	PDF	692.56 KB
5.3 Overview of Sentiment Analysis [Solutions].pdf	PDF	580.75 KB
6. Overview of Sentiment Analysis in Finance [Quiz].html	HTML	167 B

4. Hypothesis Design & Exploratory Data Analysis

1. Creating a Testable Hypothesis.mp4	MP4	81.78 MB
1. Creating a Testable Hypothesis.srt	SRT	24.19 KB
1.1 Creating a Testable Hypothesis.pdf	PDF	7.99 MB
1.2 Creating a Testable Hypothesis [Questions].pdf	PDF	645.79 KB
1.3 Creating a Testable Hypothesis [Solutions].pdf	PDF	533.34 KB
10. Exploring Text (MD&A)Data [Quiz].html	HTML	167 B
2. Creating a Testable Hypothesis [Quiz].html	HTML	167 B
3. Creating a Testable Hypothesis [Assignment].html	HTML	171 B
4. Exploring Relevant Data.mp4	MP4	96.15 MB
4. Exploring Relevant Data.srt	SRT	28.47 KB
4.1 Exploring Relevant Data [Solutions].pdf	PDF	552.57 KB
4.2 Exploring Relevant Data [Questions].pdf	PDF	679.74 KB
4.3 Exploring Relevant Data.pdf	PDF	7.83 MB
5. Exploring Relevant Data [Quiz].html	HTML	167 B
6. Extracting Text Data.html	HTML	4.24 KB
7. Exploring Stock Price & Returns Data.mp4	MP4	130.13 MB
7. Exploring Stock Price & Returns Data.srt	SRT	31.91 KB
7.1 Exploring Stock Price and Returns Data [Questions].pdf	PDF	772.38 KB
7.2 Exploring Stock Price and Returns Data [Solutions].pdf	PDF	685.67 KB
7.3 Exploring Stock Price and Returns Data.pdf	PDF	5.4 MB
7.4 exploring_stock_price_returns.zip	ZIP	1.74 MB
8. Exploring Stock Price & Returns Data [Quiz].html	HTML	167 B
9. Exploring Text (MD&A) Data.mp4	MP4	185.51 MB
9. Exploring Text (MD&A) Data.srt	SRT	52.58 KB
9.1 Exploring Text MDA Data.pdf	PDF	5.6 MB
9.2 Exploring Text - MDA - Data [Solutions].pdf	PDF	660.59 KB
9.3 exploring_mda_text_data.zip	ZIP	32.39 MB
9.4 Exploring Text - MDA - Data [Questions].pdf	PDF	763.06 KB

5. Estimating Firm Level Sentiment

1. Approaches to Estimate Sentiment.mp4	MP4	59.13 MB
1. Approaches to Estimate Sentiment.srt	SRT	14.23 KB
1.1 Approaches to Estimating Sentiment.pdf	PDF	2.38 MB
1.2 Approaches to Estimating Sentiment [Questions].pdf	PDF	629.21 KB
1.3 Approaches to Estimating Sentiment [Solutions].pdf	PDF	516.21 KB
10. Estimating Sentiment for a Single Firm [Quiz].html	HTML	167 B
11. Estimating Firm Level Sentiment (Full Sample).mp4	MP4	211.91 MB
11. Estimating Firm Level Sentiment (Full Sample).srt	SRT	47.44 KB
11.1 Estimating Sentiment - Full Sample.pdf	PDF	827.08 KB
11.2 estimating_sentiment_full_sample.zip	ZIP	32.47 MB
12. Estimating Sentiment using a Document Term Matrix (DTM).mp4	MP4	63.22 MB
12. Estimating Sentiment using a Document Term Matrix (DTM).srt	SRT	18.23 KB
12.1 Estimating Sentiment using a DTM [Solutions].pdf	PDF	559.83 KB
12.2 Estimating Sentiment using a DTM [Questions].pdf	PDF	672.84 KB
12.3 Estimating Sentiment - DTM.pdf	PDF	3.04 MB
13. Estimating Sentiment using a Document Term Matrix (DTM) [Quiz].html	HTML	167 B
14. Estimating Sentiment using a Document Term Matrix (DTM) - Applied.mp4	MP4	184.03 MB
14. Estimating Sentiment using a Document Term Matrix (DTM) - Applied.srt	SRT	37.61 KB
14.1 Estimating Sentiment - DTM Applied.pdf	PDF	1.25 MB
14.2 estimating_sentiment_dtm_applied.zip	ZIP	32.47 MB
15. Estimating Firm Level Sentiment (Full Sample) [Assignment].html	HTML	171 B
2. Approaches to Estimate Sentiment [Quiz].html	HTML	167 B
3. How to Estimate Sentiment.mp4	MP4	124.57 MB
3. How to Estimate Sentiment.srt	SRT	35.27 KB
3.1 How to Estimate Sentiment.pdf	PDF	3.88 MB
3.2 How to Estimate Sentiment [Solutions].pdf	PDF	525.81 KB
3.3 How to Estimate Sentiment [Questions].pdf	PDF	638.93 KB
4. How to Estimate Sentiment [Quiz].html	HTML	167 B
5. Cleaning Text Data.mp4	MP4	96.74 MB
5. Cleaning Text Data.srt	SRT	25.54 KB
5.1 Cleaning Text Data [Solutions].pdf	PDF	516.37 KB
5.2 Cleaning Text Data [Questions].pdf	PDF	629.12 KB
5.3 Cleaning Text Data.pdf	PDF	3.02 MB
6. Cleaning Text Data [Quiz].html	HTML	167 B
7. Cleaning Text Data - Applied.mp4	MP4	110.25 MB
7. Cleaning Text Data - Applied.srt	SRT	26.17 KB
7.1 cleaning_text_data.zip	ZIP	32.4 MB
7.2 Cleaning Text Data - Applied.pdf	PDF	1.15 MB
8. Cleaning Text Data - Applied [Assignment].html	HTML	171 B
9. Estimating Sentiment for a Single Firm.mp4	MP4	141.42 MB
9. Estimating Sentiment for a Single Firm.srt	SRT	42.11 KB
9.1 Estimating Sentiment - Single Firm [Questions].pdf	PDF	672.79 KB
9.2 Estimating Sentiment - Single Firm [Solutions].pdf	PDF	559.87 KB
9.3 Proof of Phi NPT Proportional Frequency Equivalence.pdf	PDF	588.95 KB
9.4 Estimating Sentiment - Single Firm.pdf	PDF	2.24 MB
9.5 estimating_sentiment_single_firm.zip	ZIP	32.44 MB

6. Estimating Sentiment Based Portfolio Returns

1. Merging Returns & Sentiment Data.mp4	MP4	102.59 MB
1. Merging Returns & Sentiment Data.srt	SRT	33.06 KB
1.1 Merging Returns and Tone Data [Solutions].pdf	PDF	539.86 KB
1.2 Merging Returns and Tone Data [Questions].pdf	PDF	652.74 KB
1.3 Merging Returns and Tone Data.pdf	PDF	4.34 MB
2. Merging Returns & Sentiment Data [Quiz].html	HTML	167 B
3. Merging Returns & Sentiment Data - Applied.mp4	MP4	241.83 MB
3. Merging Returns & Sentiment Data - Applied.srt	SRT	48.61 KB
3.1 Merging Returns and Tone Data - Applied.pdf	PDF	1.1 MB
3.2 merging_returns_tone_data.zip	ZIP	4.69 MB
4. Merging Returns & Sentiment Data [Assignment].html	HTML	171 B
5. Estimating Sentiment Portfolio Returns.mp4	MP4	96.47 MB
5. Estimating Sentiment Portfolio Returns.srt	SRT	33.68 KB
5.1 Estimating Sentiment Portfolio Returns.pdf	PDF	6.18 MB
5.2 Estimating Sentiment Portfolio Returns [Solutions].pdf	PDF	515.25 KB
5.3 Estimating Sentiment Portfolio Returns [Questions].pdf	PDF	628.24 KB
6. Estimating Sentiment Portfolio Returns [Quiz].html	HTML	167 B
7. Estimating Sentiment Portfolio Returns - Applied.mp4	MP4	187.36 MB
7. Estimating Sentiment Portfolio Returns - Applied.srt	SRT	47.43 KB
7.1 Estimating Sentiment Portfolio Returns - Applied.pdf	PDF	1.61 MB
7.2 estimating_sentiment_portfolio_returns.zip	ZIP	4.19 MB
8. Estimating Sentiment Portfolio Returns - Applied [Assignment].html	HTML	171 B

7. Sentiment NLP based Investment Analysis

1. Testing and Validating the Hypothesis.mp4	MP4	105.17 MB
1. Testing and Validating the Hypothesis.srt	SRT	33.31 KB
1.1 Testing and Validating the Hypothesis [Questions].pdf	PDF	629.06 KB
1.2 Testing and Validating the Hypothesis [Solutions].pdf	PDF	516.09 KB
1.3 Testing and Validating Hypothesis.pdf	PDF	2.88 MB
2. Testing and Validating the Hypothesis [Quiz].html	HTML	167 B
3. Testing and Validating the Hypothesis - Applied.mp4	MP4	205.73 MB
3. Testing and Validating the Hypothesis - Applied.srt	SRT	45.7 KB
3.1 testing_validating_hypothesis.zip	ZIP	4.29 MB
3.2 Testing and Validating Hypothesis - Applied.pdf	PDF	1.42 MB
4. Testing and Validating the Hypothesis [Assignment].html	HTML	171 B
5. Food For Thought.html	HTML	3.9 KB

8. Continue Your Journey On Mastering Finance

1. Bonus Explore Our Other Courses.html

HTML

5.81 KB

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Udemy - Investment Analysis with Natural Language Processing (NLP)

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