وب سایت تخصصی شرکت فرین
دسته بندی دوره ها

Applications of Machine Learning in Trading

سرفصل های دوره

Reading Group -- Early Access --


1. Course Introduction
  • 1.1 AI Pioneers in Investment Management.pdf
  • 1. Course Introduction

  • 2. Introduction
  • 1.1 Intro to Machine Learning Article - Annotated notes.pdf
  • 1.2 Introduction to Machine Learning-Slides-compressed.pdf
  • 1. Introduction to Machine Learning
  • 2.1 Data Handling and Preprocessing -Slides.pdf
  • 2. Lecture 2 Data Handling and Preprocessing
  • 3. Introduction to Machine Learning Quiz.html
  • 4. Data handling and preprocessing Quiz.html

  • 3. Generating Signals for Quant Models with Machine Learning
  • 1.1 Leveraging machine learning to separate noise from news - Slides.pdf
  • 1.2 Noise from News - annotated paper.pdf
  • 1. Case Study On Separating Noise from News
  • 2.1 Assessment of Trading Signal Quality - Slides.pdf
  • 2. Assessment of Trading Signal Quality
  • 3.1 Generating Trading Signals by ML Algorithms or Time Series -Slides.pdf
  • 3.2 Time Series vs ML - Annotated Paper.pdf
  • 3. Generating Trading Signals by ML algorithms or time series ones

  • 4. Refining Equity Trading Volume Prediction with Deep Learning
  • 1.1 Analysis of trading volume - Slides.pdf
  • 1. Introduction to Volume Prediction
  • 2.1 Volume Prediction with neural networks- Slides.pdf
  • 2.2 Volume predictions with NN - annotated.pdf
  • 2. Volume Prediction with Neural Networks
  • 3.1 Stock Trading Volume Prediction with Dual-Process Meta-Learning - Slides.pdf
  • 3.2 Volume Prediction with Meta Learning - Annotated.pdf
  • 3. Stock Trading Volume Prediction with Dual-Process Meta Learning

  • 5. Sentiment Analysis
  • 1.1 Intro to Sentiment Analysis - Slides.pdf
  • 1. Introduction to Sentiment Analysis
  • 2.1 Harnessing News Sentiment for FX Futures Strategies - Annotated notes.pdf
  • 2.2 Harnessing News Sentiment for FX Futures Strategies - Slides.pdf
  • 2. Harnessing News Sentiment
  • 3.1 Alternative Data Case Study Bloomberg News - Annotated.pdf
  • 3.2 Bloomberg News & Social Sentiment Data - Slides (1).pdf
  • 3. Bloomberg News Sentiment Case Study

  • 6. Leveraging AIAlternative Data Analysis
  • 1.1 A Survey on Alternative Data in Finance and Business.pdf
  • 1. AI in Finance Introduction
  • 2.1 Statistical arbitrage powered by Explainable Artificial Intelligence - Annotated.pdf
  • 2.2 Statistical arbitrage powered by Explainable Artificial Intelligence-Slides.pdf
  • 2. Statistical arbitrage powered by Explainable Artificial Intelligence
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    شناسه: 35753
    حجم: 3086 مگابایت
    مدت زمان: 282 دقیقه
    تاریخ انتشار: 25 اردیبهشت 1403
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