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Applications of Machine Learning in Trading --> [ CourseWikia ]

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English

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3.01 GB

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91a07afc8d35baa53692ba84249ffc96b97c5a64

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29-02-2024 16:26

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File	Size
Get Bonus Crypto Downloads Here.url	185.00 B
~Get Your Files Here !/1. Course Introduction/1. Course Introduction.mp4	31.49 MB
~Get Your Files Here !/1. Course Introduction/1.1 AI Pioneers in Investment Management.pdf	1.21 MB
~Get Your Files Here !/2. Introduction/1. Introduction to Machine Learning.mp4	300.34 MB
~Get Your Files Here !/2. Introduction/1.1 Intro to Machine Learning Article - Annotated notes.pdf	1.55 MB
~Get Your Files Here !/2. Introduction/1.2 Introduction to Machine Learning-Slides-compressed.pdf	3.51 MB
~Get Your Files Here !/2. Introduction/2. Lecture 2 Data Handling and Preprocessing.mp4	190.14 MB
~Get Your Files Here !/2. Introduction/2.1 Data Handling and Preprocessing -Slides.pdf	11.95 MB
~Get Your Files Here !/2. Introduction/3. Introduction to Machine Learning Quiz.html	154.00 B
~Get Your Files Here !/2. Introduction/4. Data handling and preprocessing Quiz.html	154.00 B
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/1. Case Study On Separating Noise from News.mp4	295.79 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	7.18 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/1.2 Noise from News - annotated paper.pdf	1.08 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/2. Assessment of Trading Signal Quality.mp4	165.48 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/2.1 Assessment of Trading Signal Quality - Slides.pdf	13.43 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	212.30 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	14.10 MB
~Get Your Files Here !/3. Generating Signals for Quant Models with Machine Learning/3.2 Time Series vs ML - Annotated Paper.pdf	1.94 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/1. Introduction to Volume Prediction.mp4	138.81 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/1.1 Analysis of trading volume - Slides.pdf	6.47 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/2. Volume Prediction with Neural Networks.mp4	231.02 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/2.1 Volume Prediction with neural networks- Slides.pdf	5.51 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/2.2 Volume predictions with NN - annotated.pdf	527.00 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	213.49 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	3.97 MB
~Get Your Files Here !/4. Refining Equity Trading Volume Prediction with Deep Learning/3.2 Volume Prediction with Meta Learning - Annotated.pdf	343.40 kB
~Get Your Files Here !/5. Sentiment Analysis/1. Introduction to Sentiment Analysis.mp4	208.60 MB
~Get Your Files Here !/5. Sentiment Analysis/1.1 Intro to Sentiment Analysis - Slides.pdf	10.80 MB
~Get Your Files Here !/5. Sentiment Analysis/2. Harnessing News Sentiment.mp4	220.32 MB
~Get Your Files Here !/5. Sentiment Analysis/2.1 Harnessing News Sentiment for FX Futures Strategies - Annotated notes.pdf	4.83 MB
~Get Your Files Here !/5. Sentiment Analysis/2.2 Harnessing News Sentiment for FX Futures Strategies - Slides.pdf	5.83 MB
~Get Your Files Here !/5. Sentiment Analysis/3. Bloomberg News Sentiment Case Study.mp4	144.63 MB
~Get Your Files Here !/5. Sentiment Analysis/3.1 Alternative Data Case Study Bloomberg News - Annotated.pdf	1.13 MB
~Get Your Files Here !/5. Sentiment Analysis/3.2 Bloomberg News & Social Sentiment Data - Slides (1).pdf	11.53 MB
~Get Your Files Here !/6. Leveraging AIAlternative Data Analysis/1. AI in Finance Introduction.mp4	198.65 MB
~Get Your Files Here !/6. Leveraging AIAlternative Data Analysis/1.1 A Survey on Alternative Data in Finance and Business.pdf	1.43 MB
~Get Your Files Here !/6. Leveraging AIAlternative Data Analysis/2. Statistical arbitrage powered by Explainable Artificial Intelligence.mp4	416.04 MB
~Get Your Files Here !/6. Leveraging AIAlternative Data Analysis/2.1 Statistical arbitrage powered by Explainable Artificial Intelligence - Annotated.pdf	4.93 MB
~Get Your Files Here !/6. Leveraging AIAlternative Data Analysis/2.2 Statistical arbitrage powered by Explainable Artificial Intelligence-Slides.pdf	5.62 MB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

[ CourseWikia.com ] Applications of Machine Learning in Trading

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Published 2/2024
Created by Hudson and Thames Quantitative Research
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 14 Lectures ( 4h 41m ) | Size: 3 GB

A case study approach

What you'll learn:
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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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...