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[ FreeCryptoLearn.com ] Udemy - Applications Of Machine Learning In Trading
TORRENT SUMMARY
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Understand Core Machine Learning Concepts and Theories
gain a comprehensive understanding of the mathematical principles underlying machine learning algorithms
Explore the Frontiers of Machine Learning Theory: Students will engage with the latest research and theoretical advancements in machine learning
Ethical Considerations and Theoretical Limitations
Requirements:
Statistics and Calculus background will be beneficial but not necessary
No Machine Learning knowledge needed
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Course Introduction/1. Course Introduction.mp4
31.5 MB
~Get Your Files Here !/1. Course Introduction/1.1 AI Pioneers in Investment Management.pdf
1.2 MB
~Get Your Files Here !/2. Introduction/1. Introduction to Machine Learning.mp4
300.3 MB
~Get Your Files Here !/2. Introduction/1.1 Intro to Machine Learning Article - Annotated notes.pdf
1.5 MB
~Get Your Files Here !/2. Introduction/1.2 Introduction to Machine Learning-Slides-compressed.pdf
3.5 MB
~Get Your Files Here !/2. Introduction/2. Lecture 2 Data Handling and Preprocessing.mp4
190.1 MB
~Get Your Files Here !/2. Introduction/2.1 Data Handling and Preprocessing -Slides.pdf
12 MB
~Get Your Files Here !/2. Introduction/3. Introduction to Machine Learning Quiz.html
154 B
~Get Your Files Here !/2. Introduction/4. Data handling and preprocessing Quiz.html
154 B
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/1. Case Study On Separating Noise from News.mp4
295.8 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/1.1 Leveraging machine learning to separate noise from news - Slides.pdf
7.2 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/1.2 Noise from News - annotated paper.pdf
1.1 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/2. Assessment of Trading Signal Quality.mp4
165.5 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/2.1 Assessment of Trading Signal Quality - Slides.pdf
13.4 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/3. Generating Trading Signals by ML algorithms or time series ones.mp4
212.3 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/3.1 Generating Trading Signals by ML Algorithms or Time Series -Slides.pdf
14.1 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/3.2 Time Series vs ML - Annotated Paper.pdf
1.9 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/1. Introduction to Volume Prediction.mp4
138.8 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/1.1 Analysis of trading volume - Slides.pdf
6.5 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/2. Volume Prediction with Neural Networks.mp4
231 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/2.1 Volume Prediction with neural networks- Slides.pdf
5.5 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/2.2 Volume predictions with NN - annotated.pdf
527 KB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/3. Stock Trading Volume Prediction with Dual-Process Meta Learning.mp4
213.5 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/3.1 Stock Trading Volume Prediction with Dual-Process Meta-Learning - Slides.pdf
4 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/3.2 Volume Prediction with Meta Learning - Annotated.pdf
343.4 KB
~Get Your Files Here !/5. Sentiment Analysis/1. Introduction to Sentiment Analysis.mp4
208.6 MB
~Get Your Files Here !/5. Sentiment Analysis/1.1 Intro to Sentiment Analysis - Slides.pdf
10.8 MB
~Get Your Files Here !/5. Sentiment Analysis/2. Harnessing News Sentiment.mp4
220.3 MB
~Get Your Files Here !/5. Sentiment Analysis/2.1 Harnessing News Sentiment for FX Futures Strategies - Annotated notes.pdf
4.8 MB
~Get Your Files Here !/5. Sentiment Analysis/2.2 Harnessing News Sentiment for FX Futures Strategies - Slides.pdf
5.8 MB
~Get Your Files Here !/5. Sentiment Analysis/3. Bloomberg News Sentiment Case Study.mp4
144.6 MB
~Get Your Files Here !/5. Sentiment Analysis/3.1 Alternative Data Case Study Bloomberg News - Annotated.pdf
1.1 MB
~Get Your Files Here !/5. Sentiment Analysis/3.2 Bloomberg News & Social Sentiment Data - Slides (1).pdf
11.5 MB
~Get Your Files Here !/6. Leveraging AIAlternative Data Analysis/1. AI in Finance Introduction.mp4
198.6 MB
~Get Your Files Here !/6. Leveraging AIAlternative Data Analysis/1.1 A Survey on Alternative Data in Finance and Business.pdf
1.4 MB
~Get Your Files Here !/6. Leveraging AIAlternative Data Analysis/2. Statistical arbitrage powered by Explainable Artificial Intelligence.mp4
416 MB
~Get Your Files Here !/6. Leveraging AIAlternative Data Analysis/2.1 Statistical arbitrage powered by Explainable Artificial Intelligence - Annotated.pdf
4.9 MB
~Get Your Files Here !/6. Leveraging AIAlternative Data Analysis/2.2 Statistical arbitrage powered by Explainable Artificial Intelligence-Slides.pdf
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