Natural Language Processing on Wine Data: Big Data


I need help with a NLP Project. I would prefer for it to be done on Pyspark, python, preferrably on Databricks. But let me know if you prefer something else but it must be on python, and preferrably on pyspark framework. It is involving wine review/description data set. I will provide the data set to you in csv. It is about 130,000 entries. After data cleanup and pre-processing, it will be about 80,000 entries for you to do the machine learning on.

I have the codes/algorithm for it. Just need someone to execute it.

There are two parts to it:

Part I: NLP Deep Learning

I have 2 ideas in mind for this Part I. Let me know which one you can help with.

The 2 ideas are:

1. Predict if the score of the wine is above average or not, based on the description from the wine critics.

Reference Code (scroll down to the bottom of the webpage): [login to view URL]@cdabakoglu/wine-reviews-visualization-and-natural-language-process-nlp-34d650365f1f

2. Predict the variety of wine based on the wine's description from the wine critics.

Reference Code:

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Part II: NLP Clustering

Alongside one of the 2 ideas above, I would also need you to do this:

Create clusters/groups of wines based on description.

Reference Code: [login to view URL]

Навички: Штучний інтелект, Обробка даних, Machine Learning (ML), Природна мова, Python

Деталі: natural language processing programmer, open natural language processing, natural language processing pseudocode, natural language processing application, natural language processing example, natural language processing perl, natural language processing python code text summarization, phd students natural language processing, phd natural language processing, natural language processing time series, natural language processing php, uima natural language processing, natural language processing obituaries, program natural language processing, literature survey natural language processing, literature review natural language processing, natural language processing algorithm, java natural language processing, processing of big data online

Про роботодавця:
( 0 відгуки(-ів) ) Canada

ID Проекту: #20000523

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