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alink icon alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

cdm icon cdm

The Common Data Model (CDM) is a standard and extensible collection of schemas (entities, attributes, relationships) that represents business concepts and activities with well-defined semantics, to facilitate data interoperability. Examples of entities include: Account, Contact, Lead, Opportunity, Product, etc.

ceg4120---data-mining-of-financial-data icon ceg4120---data-mining-of-financial-data

Data Mining of Financial Data Develop Windows - compatible software to perform data mining from the internet to collect current and historical financial data of publicly traded companies with an emphasis on Defense Contractors (such as Lockheed Martin, Boeing, Raytheon, etc.) and public utilities (such as American Electric Power, NextEra Energy, Atmos Energy Corporation, Duke Energy, etc.) This requested software development project has a real-world application. The data collected will be used at the Air Force Institute of Technology (AFIT) for graduate level research analyzing the relative profitability of leading Defense Contractors.Strong preference to be written in R. The software should compile data output into both a txt file and a Microsoft Excel spreadsheet. Final deliverable needs to include a “user guide” explaining the use and operation of the software with enough detail such that it can be used by graduate level researchers.The annual financial data collected should be sortable by company and year. The development team will provide suggestions for the specific format of the output to aid end-user usability.Key financial metrics include P/E ratios, EPS, dividend yield, revenue, ROE, ROI, etc., mined from annual Income Statements, Balance Sheets, Cash Flow Statements, etc.. from sources such as Google Finance, Yahoo! Finance, the Wall Street Journal online, etc.

cvat icon cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

getcards icon getcards

Notebook to download machine learning flashcards

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

machine-learning-projects-using-python icon machine-learning-projects-using-python

Collection of 11 projects: Sales (2 projects), Marketing (3 projects), Operations (1 projects), Finance (2 projects), Customer Support (1 project), Human Resources (1 project), and Information Technology (1 project)

machinelearning icon machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

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