Deep Learning Application for Finance

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Chris Behrens

34:57

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1. Course Overview

1. Course Overview.mp4

01:14

2. Understanding the Applications of Deep Learning Algorithms in Finance World

1. Discussing the Importance of Neural Network in Finance.mp4

03:46

2. Importance of Back Propagation.mp4

03:14

3. Understanding CNN and RNN.mp4

02:15

4. Risks and Problems Associated with Finance Industry.mp4

02:23

5. Summary.mp4

00:29

3. Analyzing the Importance of Deep Learning Algorithm to Predict a Stock Price

1. Challenges of RNN.mp4

02:21

2. Overview of LSTM and GRU.mp4

01:21

3. Factors Impacting a Stock.mp4

01:09

4. Demo - Input Data of Tesla Stock.mp4

03:40

5. Demo - Exploratory Data Analysis.mp4

01:30

6. Demo - Preparing Training and Test Dataset.mp4

01:42

7. Summary.mp4

00:28

4. Predicting Stock Price Using Stacked LSTM

1. Parameters Impacting the Stock Price of Tesla.mp4

02:04

2. LSTM Advantages.mp4

00:46

3. Challenges for Wider Acceptance of AI in Finance.mp4

01:41

4. Demo - Training Stacked LSTM Model.mp4

02:21

5. Demo - Evaluate the Model to Predict Future Price of Tesla Stock.mp4

02:12

6. Summary.mp4

00:21

Description

This course will teach you the applications of deep learning models in the world of Stock Trading and Finance.

What You'll Learn?

Stock Market is a bit volatile and to predict the future trend of the stock and predict a price of a stock in days to come would benefit the Investment Banking/Brokerage Firm to assist their end clients. Hence predicting the same using advanced Neural Network gives a huge advantage to the volatile Trading Market. In this course, Deep Learning Application for Finance, you’ll learn to understand the benefits deep learning offers to resolve problem statements in the Finance Industry such as Fraud, Stock Market Prediction or Portfolio Recommendations. First, you’ll explore the basic nuances of deep learning. Next, you’ll discover different types of neural net models that can resolve different types of case-studies. Finally, you’ll learn how to apply Stacked LSTM to predict the stock price of a company using Keras/Tensorflow. When you’re finished with this course, you’ll have the skills and knowledge of Deep Learning Application for Finance needed to resolve the problem statements connected to the Finance Industry.

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Deep Learning

Finance Fundamentals

Chris Behrens

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Pluralsight

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.