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Assignment Task:

Task:

Your task, in a role of FinTech Specialist working for a global asset manager, is to deliver on a data driven solution. You are tasked to design an automated advanced portfolio management product for your clients covering equity asset class, based on a broad spectrum of market and sentiment indicators, news and heterogenous data streams. This is a pilot project for the asset manager and, shortly, you are given access to post ETL and cleaned data streams to build on your project solution. DeliveriesFinal delivery is in a form of a python code and data design and analysis report. Code sequence is broken down to

i) ETL,

ii) feature engineering,

iii) model design and iv) implementation. Final report provides contextual, tabular and graphical interpretation of the results and expected product design. Structured data and unstructured data can be separated into two independent python doc. For structured data, please use either ARIMA or RNN. As for the unstructured data, please use RNN model (using VADER to assist the model is fine).
 

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  • Posted on : July 30th, 2019

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