Data Analytics, Categorization and Prediction
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项目预算$250 - $750 USD
We'd like to bring on a Big Data and Machine Learning expert to help us:
1. Create a corpus of classifiers (tags) utilizing data sourced from Twitter
2. Analyze and categorize free text data (Web page content using tags developed during step 1)
3. Prepare the data for export and analysis via [url removed, login to view] on a MySQL Database
We have provided a document outlining an overview of how the data would be analyzed and a sample output. The freelancer would not be responsible for rendering this visualization, just preparing the SQL table to enable this visualization to be quickly rendered via our existing tools (we are using [url removed, login to view]).
We'd like to develop an ongoing workflow where source data is inputted to AWS (from an external source), analyzed using AML and data outputted to a SQL table on the same server as where the source data is coming from. Post deployment, data would be analyzed in real-time on our own AWS instance, but developed using freelancers' and then settings, models, etc. exported for use on our own AWS instance. Freelancer will provide advice about how to optimize the development and export process.
- The New York Times
- Wall Street Journal
- Times Online