Learning Embedded Representation of Stock Correlation Matrix Using Graph Machine Learning

Learning Embedded Representation of Stock Correlation Matrix Using Graph Machine Learning

Toronto Machine Learning Series (TMLS) via YouTube Direct link

Training the embeddings

9 of 12

9 of 12

Training the embeddings

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Classroom Contents

Learning Embedded Representation of Stock Correlation Matrix Using Graph Machine Learning

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  1. 1 Intro
  2. 2 AGENDA
  3. 3 PROBLEM STATEMENT
  4. 4 INTRODUCTION TO WORD EMBEDDINGS
  5. 5 DATA PREPARATION
  6. 6 METHODOLOGY
  7. 7 CREATING SENTENCE LIKE STRUCTURES FROM NETWORK
  8. 8 CREATING CONTEXT AND TARGET OF STOCKS
  9. 9 Training the embeddings
  10. 10 Quantitative Evaluation of Embeddings
  11. 11 USE CASES
  12. 12 FUTURE RESEARCH AND REFERENCES

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