New code sample: Job Recommendation System - end-to-end workload

[krzeszew]

Adding a New Sample(s)

Description

This sample illustrates the use of Intel® Extension for TensorFlow* to build and run an end-to-end AI workload on the example of the job recommendation system.

It consists of four main parts:

Data exploration and visualization - showing what the dataset is looking like, what are some of the main features and what is a data distribution in it. Data cleaning and pre-processing - removal of duplicates, explanation all necessary steps for text pre-processing. Fraud job postings removal - finding which of the job posting are fake using LSTM DNN and filtering them. Job recommendation - calculation and providing top-n job descriptions similar to the chosen one.

Checklist

Administrative

• [ ] Review sample design with the appropriate Domain Expert: <insert Name Here>
• [ ] If you have any new dependencies/binaries, inform the oneAPI Code Samples Project Manager

Code Development

• [x ] Implement coding guidelines and ensure code quality. see wiki for details
• [x ] Adhere to readme template
• [ ] Enforce format via clang-format config file
• [x ] Adhere to sample.json specification. https://github.com/oneapi-src/oneAPI-samples/wiki/sample-json-specification
• [ x] Ensure/create CI test configurations for sample (ciTests field) https://github.com/oneapi-src/oneAPI-samples/wiki/sample-json-ci-test-object
• [x ] Run jsonlint on sample.json to verify json syntax. www.jsonlint.com

Security and Legal

• [ ] OSPDT Approval (see Project Manager for assistance)
• [ ] Compile using the following compiler flags and fix any warnings, the falgs are: "/Wall -Wformat-security -Werror=format-security"
• [ ] Bandit Scans (Python only)
• [ ] Virus scan

Review

• [ ] Review DPC++ code with Paul Peterseon. (GitHub User: pmpeter1)
• [ ] Review readme with Tom Lenth(@tomlenth) and/or Project Manager
• [x ] Tested using Dev Cloud when applicable