Stock Market Trading using Azure ML: 3-Wks POC

Data-Core Systems, Inc.

Financial Prediction model for Stock Market Trading

Data-Core Systems will provide their best option using Azure based Machine Learning services, to build Financial Prediction model which will help analyze an investor's behavior / intentions and predict if they are interested to buy or sell in US Stock Market.

Objective:

  • Collect sample data from investors.

  • Evaluate the relationship with an investor and a stock for Owner & Non-owner models in the Russell 3000.

  • The Financial Prediction Model trains on activities simultaneously over the last several quarters and characterizes each investor's sensitivity to as many factors on a sector basis.

  • Handles imbalance classification of data using low code programming.

    Challenges:

  • Characteristics of inventors that are MOST predictive in signaling likely incremental buyers.

  • Characteristics that suggest an investor is at risk of reducing their position.

Use of Azure: Data-Core Systems Azure ML experts will provide consultancy services using Azure ML Studio and its data mining model & statistical techniques (Algorithms) for data preparation and Machine Learning. Microsoft's Azure ML Studio is also used to handle imbalance in classification of data using low code programming.

Goal:

  • Automate scripts for data preparation.

  • To get recommendations for the company in the Russell 3000.

  • Provide prediction accuracy of greater than 65% depending on the quality and availability of the data.

https://store-images.s-microsoft.com/image/apps.29517.30564e06-6419-4c04-a992-ddef016b0ec8.befdd33c-68d2-490c-93d8-65162f1975ad.c06b26ca-6be4-4a29-88f9-4e07f25b03ef
https://store-images.s-microsoft.com/image/apps.29517.30564e06-6419-4c04-a992-ddef016b0ec8.befdd33c-68d2-490c-93d8-65162f1975ad.c06b26ca-6be4-4a29-88f9-4e07f25b03ef
https://store-images.s-microsoft.com/image/apps.10972.30564e06-6419-4c04-a992-ddef016b0ec8.befdd33c-68d2-490c-93d8-65162f1975ad.2e6d516e-6a60-4496-af4f-7d960513b710
https://store-images.s-microsoft.com/image/apps.21381.30564e06-6419-4c04-a992-ddef016b0ec8.befdd33c-68d2-490c-93d8-65162f1975ad.954297db-dda9-4434-bc64-f76406d70ef8