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Prepare my data for ML training

Job Description:

- I have a number of PDFs that I want to use to train an AI model.

You will:

1. Write specific and easy to follow scripts for each step of the process so that I can replicate at another date.

2. Carry out Preprocessing: Clean and preprocess the text data, removing any irrelevant information such as HTML tags, special characters, duplicates, and handle missing values.

3. Tokenize the text into smaller units, such as words or subwords, and convert the text into numerical representations, such as word embeddings, using techniques like stemming, lemmatization, and lowercasing.

4. Carry out text tagging - Assign labels or tags to individual tokens or sequences of tokens in the text (e.g., named entity recognition, sentiment analysis, topic classification, etc.) using spaCy, NLTK, Stanford NLP and Gensim.

Compétences : Python, Exploitation de Données, Machine Learning (ML), Science des données, Algorithme

Concernant le client :
( 0 commentaires ) Butler, Australia

Nº du projet : #35913410

49 freelances font une offre moyenne de 520 $ pour ce travail

sajjadtaghvaeifr

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AzzkaNoor

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schoudhary1553

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bintusad5

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Armmasud

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nrajuu07

Hello, I am glad to see your posting on Natural Language processing. After reading through your posting, I understood that you need an NLP expert to analyze and preprocess documents using NLP tools. I would like to su Plus

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mohamedabdelall4

Hi , I am sure that I can do this job. I'm artificial intelligence engineer experienced in Data Science, Machine/Deep learning & Feature Engineering. Here you can find projects similar to yours and my client reviews ( Plus

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chraheelbhatti

I'm experienced Data Scientist and Content writer with 08 yrs of experience in the field of Machine Learning using R & Python. I can help in writing as well programming tasks as: Python Machine Learning Excel VBA Matla Plus

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sybacdesigner

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ANeeK181

Hi I have worked on several ML projects before. I can help you with your task. I will do all required steps - preprocessing, cleaning, tokenization, word2vec, and tagging on one of the file you have attached. If you a Plus

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alamineee

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Wageita

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mapsbox

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SyniukV

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farazahmed029

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savof9

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awaishanif11

Hi! i am a data scientist and a python developer, I have worked with natural language data before and I have also worked with both nltk and spacy libraries, I am sure that I'll be able to clean and pre-process your pdf Plus

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jozh0731

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riyadhasnat06

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mohitsharma3105

I am data scientist having 3+ years of experience. I have worked various NLP and big data project. I know how to preprocess big text datasets for an optimized ML algorithm. I have worked on various ML projects thats ma Plus

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