Nltk ngram trabalhos

Preciso ao inves de fazer frase por frase, fazer a classificação nas frases de um arquivo CSV. Será necessário criar uma codigo pyhton para fazer essa marcação ( Importante :O Modelo de Analise preditiva já está pronto, esse projeto é só para criar o codigo python para marcar esse modelo no CSV , só isso) Hoje o que tenho de codigo é isso: Quando fecharmos ,posso passar o codigo completo do meu Modelo de Analise de Sentimento. teste= "Phrase" testesteming=[] stemmer = () for (palavras) in (): comstem = [ p for p in ()] (str((comstem[0]))) #print(testesteming) novo = extratorpalavras(testesteming) print(novo) print((novo)) distribuicao = classificador....

Necessito de programador em Python (possbilidade de utilização de outro software) para organização de bando de dados de notícias e análise de sentimento.<br />Construção de tags; eliminação de stop-words; aplicar SentiWord via NLTK (ou outra medida de análise de sentimento).<br /> 

Estou fazendo minha tese em economia e estou precisando de ajuda para implementar análise de sentimento em um banco de dados de notícias que possuo.<br />Contratei um programador que me ajudou com a construção de tags com ...de dados de notícias que possuo.<br />Contratei um programador que me ajudou com a construção de tags com a construção de um banco de dados que me retorna o número de vezes que cada palavra parece, mas ele não pode me ajudar a otimizar este banco de dados (eliminando stop-words usando ShingleAnalyzer, por exemplo), e nem em realizar a análise de sentimento (uma ideia seria aplicar o SentiWord via NLTK por tags).<br />Vc teria interesse em entender melhor o pro...

...application using Natural Language Processing (NLP) and AI. This app should be able to analyze uploaded CVs and automatically respond to predefined queries such as years of experience and areas of expertise. Key Requirements: - The application should implement NLTK and Tensorflow as primary AI and NLP technologies. - The solution should not be a copy; it requires originality and a functional outcome. - Importantly, it should feature user authentication and login functionality. Ideal Skills: - Proficiency in NLP and AI, with strong knowledge of NLTK and Tensorflow. - Strong experience in web-application development. - Capabilities in implementing secure login functionalities. - Proven ability to develop unique solutions and problem-solving skills. Please provide a detai...

...information and create a dictionary. Key Responsibilities: - Develop a Python script with continuous input text processing capabilities - Implement advanced NLP techniques, especially GenAI and LLM, to process the text - Extract relevant information from social media posts and create a dictionary Ideal Skills and Experience: - Proficiency in Python, with a solid understanding of NLP libraries like NLTK, spaCy, and GenAI - Extensive experience in working with advanced NLP techniques such as GenAI and LLM - Previous projects involving text extraction and dictionary creation from social media posts - Strong problem-solving skills and the ability to work independently Please note that the primary purpose of this script is to understand and extract text from social media posts, so...

I'm after a seasoned developer with experience in AI and NLP to help build a SaaS product. This role will involve...in AI and NLP to help build a SaaS product. This role will involve developing AI algorithms and implementing NLP techniques, which will ultimately contribute to the development of a sales software. Key responsibilities: - Develop AI algorithms using TensorFlow and PyTorch - Implement NLP using NLTK - Work on the SaaS product to measure sales reps' skill sets based on their sales call performance Ideal skills and experience: - Proficiency in AI and NLP - Experience with TensorFlow, PyTorch and NLTK - Prior experience in developing SaaS products, particularly ones that focus on analyzing sales performance - Strong understanding of machine learning and ...

...noun and then sometimes some content information. For example: Orange Cleaner degreaser 5L c We are looking for a quick way to see the noun plural in the column next to it. Also, one or more synonyms in the column(s) next to it would be nice. Example: degreasers (=plural) I understand this can be done with a Python script that performs these tasks. This script uses the Natural Language Toolkit (NLTK) library to identify multiples and synonyms. This script assumes you have a list of product names and want to find the plurals and synonyms for each of them. It prints the original product name, the plural (if found) and the synonym (if found). I am looking for someone to help me create this list. I have the same list in English and French which the same thing needs to be done. ...

...to view assessment progress and results. - Generate comprehensive reports summarizing assessment outcomes, KPIs, and actionable insights. - Provide visualizations (e.g., charts, graphs) to facilitate data interpretation and decision-making. ***Technology Stack: Frontend: HTML, CSS, JavaScript (React.js or Angular) Backend: Python (Django or Flask) Database: PostgreSQL or MongoDB NLP Libraries: NLTK, spaCy, Gensim Machine Learning Framework: scikit-learn, TensorFlow, PyTorch (if deep learning models are required) Deployment: Docker, AWS/Azure/GCP (for cloud deployment) ***Requirements: ***Questionnaire Module: - User-friendly interface for subsidiary entities to input responses and upload documents. - Ability to handle various question types (multiple-choice, open-ended) and d...

...Demonstrated ability in designing and implementing complex AI systems in a production environment. • Proven experience in MLOps methodologies and tools, with a specific focus on deploying, monitoring, and optimizing Large Language Models (LLMs) in production environments. • Must be an expert in developing neural networks using Python, Tensorflow, or Pytorch framework. • Strong Experience of NLP (NLTK, Spacy, BERT, SBERT models). • Required good Experience with LLMs, Gen AI, RAG, Langchain, EmbedChain, and Transformers. • Must have an in-depth understanding of generative models for text and image generations • In-depth understanding of the latest trends and developments in AI and ML, especially in generative models and LLM. • Strong leadership sk...

RESPONSIBILITIES • Designing, developing, and implementing generative AI models and algorithms utilizing state-of-the-art techniques such as GPT, VAE, GANs & LLMs. • Generate required data using data generation techniques, • Implement the data storages/vector storages required for models • U...GPT, VAE, GANs, LLMs. • You are proficient in Python and have experience with machine learning/LLM/Gen AI libraries and frameworks such as TensorFlow, PyTorch, Keras, Langchain. • You have a working knowledge of R. • You are familiar with cloud-based platforms and services, such as AWS, GCP, or Azure. • You have experience with natural language processing (NLP) techniques and tools, such as SpaCy, NLTK, or Hugging Face. • Minimum 2+ years of ex...

I'm seeking a seasoned Python developer with a solid understanding of NLP tools like OpenAI, Hugging Face, NLTK, etc. The primary task involves writing and executing a Python script that will extract approximately five key legal themes or causes from each summary in a batch of approximately 10,000 different legal cases. Key tasks would include: • Implementing the script to efficiently extract relevant legal themes from a considerable volume of legal case summaries. • Storing these extracted themes in a text file for future reference and utility. • Comparing the extracted themes with pre-existing themes via statistical analysis to ensure relevance. • Additionally, the Python script should evaluate and assign scores to the key legal themes based on their imp...

I'm seeking a seasoned Python developer who is well-versed in development of chatbots, specifically with an emphasis on data analytics c...queries, customizing the GUI, and integrating with external databases and services. Requirements: Proven experience as a software developer or similar role. Strong knowledge of machine learning, natural language processing, and software development. Experience with machine learning frameworks such as TensorFlow, PyTorch, or Hugging Face. Experience with natural language processing libraries such as NLTK, SpaCy, or Gensim. Experience with web development frameworks such as Flask, Django, or Ruby on Rails. Strong problem-solving skills and ability to think algorithmically. Excellent communication and teamwork skills. Strong attention to det...

I'm seeking an experienced Python developer knowledgeable in Javascript for the development of a versatile chatbot via the Chatgpt API. Features: - Real-time chat, and optimise our scripts for NLP and NLTK analysis ( utilising github repos) - Customizable responses ( for backend scripts to create perfect SEO optimised articles) The design and implementation should be processed via the Flask, Django and FastAPI frameworks. It is vital that the freelancer have prior experience in these areas and can demonstrate a high level of understanding for each framework. The final product must be efficient, stable, and easily maintainable. It's a plus if you have experience developing chatbots or similar APIs.

I am in need of a skilled Python API coder, experienced and proficient in working with GPT-4. The focus of the project will be on NLP/NLTK analysis. Tasks the coder will fulfil include: - Text Generation: Developing scripts for text generation based on specific parameters using the GPT-4 model. - Sentiment Analysis: Efficiently analyze and determine the sentiment of generated text. - Named Entity Recognition: Implementing algorithms to identify and classify named entities in the text. To excel in this project, the coder ideally should possess: - Proficiency in Python programming language. - Previous experience with the GPT-4 model. - Familiarity with text generation, sentiment analysis, and named entity recognition. - Strong understanding of Natural Language Processing (NLP). Sh...

...analyze data through Natural Language Processing (NLP) and Machine Learning (ML) models. This project aims to leverage Python, harnessing its powerful libraries and frameworks geared towards AI development. Here’s a snapshot of what I need: - **Natural Language Processing (NLP):** Develop algorithms capable of understanding and generating human language from text data. Experience with libraries like NLTK or spaCy is advantageous. - **Machine Learning Models:** Construct and train models to analyze and learn from text and image data. Familiarity with TensorFlow, PyTorch, or similar frameworks will be critical. - **Data Handling:** Work with text and image data sources. Efficiency in data preprocessing, cleansing, and augmentation techniques will be vital for the success o...

...related field, with a portfolio demonstrating projects in text data cleaning and sentiment analysis. - Experience working with customer reviews for sentiment analysis, preferably with a track record of actionable insights generated from such analyses. - Proficiency in programming languages commonly used for data cleaning and analysis, such as Python or R, and familiarity with relevant libraries (e.g., NLTK, pandas). - Excellent communication skills, necessary for discussing project goals, timelines, and results. The ultimate aim of this project is to transform raw customer review data into clean, analyzable text. This cleanly processed data will then serve as the foundation for accurate sentiment analysis, enabling me to capture the voice of the customer more clearly and make in...

...front-end for a Chrome extension. - Ensure the project aligns with modern web standards and practices. **Ideal Skills and Experience:** Become a Part of the Team: You're a React expert with a deep understanding of JavaScript best practices. Chrome extension development experience is a plus, but web app expertise is a strong substitute. NLP concepts intrigue you, and basic Python with SpaCy or NLTK is a bonus. You thrive in a collaborative environment, communicate effectively, and meet deadlines with confidence. Bonus Points: Deep understanding of accessibility best practices. Passion for UI/UX design principles. Familiarity with Google Chrome extension development guidelines. - Proven experience with JavaScript and React, including samples of previous work. - Previous exp...

...thorough testing and iterate on the chatbot to ensure accuracy and functionality. - Provide documentation and training resources to support auditors in using the chatbot effectively. - Offer ongoing maintenance and support to address any issues and keep the chatbot up to date. **Skills and Qualifications:** - Proficiency in programming languages such as Python, and experience with libraries like NLTK or spaCy for natural language processing. - Familiarity with chatbot development platforms such as Dialogflow or Microsoft Bot Framework. - Strong understanding of machine learning and algorithm development. - Excellent communication and collaboration skills. - Prior experience with developing chatbots or similar AI-driven solutions is preferred. ___________________________________...

I am seeking a skilled individual with a strong background in Natural Language Processing (NLP) and Language Learni...classify and recognize named entities within plant disease diagnostics and treatment context. **Ideal Skills and Experience:** - Proven experience with NLP and LLM, particularly in question answering systems. - Ability to gather, process, and analyze domain-specific datasets. - Proficiency in programming languages used in NLP tasks (e.g., Python). - Experience with NLP libraries and frameworks such as NLTK, SpaCy, or Pytorch. This project not only requires technical expertise but also a passion for making a positive impact in the agricultural sector by leveraging technology. I am looking for someone who is ready to meet this challenge and contribute to a pioneering...

...dashboard to present these insights for easy consumption by our product and service development teams. **Ideal Skills and Experience:** - Robust experience in NLP and text analysis. - Proficiency in programming languages suitable for NLP tasks (e.g., Python, R). - Previous work involving sentiment analysis, especially with customer reviews. - Ability to work with NLP libraries and frameworks (e.g., NLTK, TensorFlow, PyTorch). - Experience in creating dashboards or visual representations of data insights. - Excellent communication skills to effectively translate complex data findings into actionable strategies. This project is an exciting opportunity to apply NLP techniques for real-world impact, enhancing customer satisfaction and guiding strategic decisions. I'm eager t...

I urgently require a skilled Python developer to perform data analysis tasks. Here are the specifics: -...analysis. - Provide insights with visual data representations. - Maintain data confidentiality and integrity. **Note**: Though the data type wasn't specified, versatility in handling various data sources, including financial, social media, or scientific research data, is appreciated. Please include your relative experience and examples of past data analysis projects with your bid. Install Python and NLTK Tokenize the documents into words, remove stop words, and conduct stemming Calculate tf-idf for each word in each document and generate document-word matrix (each element in the matrix is the tf-idf score for a word in a document Calculate pairwise cosine similarity fo...

...system for processing and understanding audio speech recordings. - Implementing machine learning algorithms to analyze spoken words with high accuracy. - Crafting algorithms to convert audio input into structured, actionable data. The ideal candidate should possess the following: - Proficiency in Python programming with a focus on AI and machine learning. - Experience with NLP libraries (e.g., NLTK, SpaCy) and frameworks (e.g., TensorFlow, PyTorch). - Familiarity with audio processing and speech-to-text conversion technologies. - A solid grasp of machine learning concepts and their application to audio data. - Previous projects or work involving audio data and NLP would be a bonus. If you have a passion for language, AI, and problem-solving with code, I invite you to submit a ...

I need an expert who brings deep understanding of Named Entity Recognition (NER) into this projec...Entity Recognition techniques seamlessly on our existing codebase - Deliver on timely output without compromising the quality of the project Preferred experience: - Proficiency in Python; it's the sole language we use in this project - Mastery in Named Entity Recognition; remember it's our central focus - Experience with common NLP frameworks is added advantage, especially if you've used Spacy, NLTK, or Stanford NLP in the past. Please bid if you can deliver on this ASAP, as the project requires immediate attention. I look forward to collaborating with a talented individual who not only sees the urgency of this project but can also fulfill its technical requirements....

I am in need of a highly skilled data scie...need of a highly skilled data scientist with a deep knowledge in Deep Learning and Natural Language Processing (NLP). I am currently spearheading a project that requires expert understanding and implementation of Deep Neural Network (DNN), particularly for NLTK tasks. The core purpose of the task is to boost the capabilities of our current NLTK, with a focus on: - Python - Postgree SQL - Database Administration Knowledge - Data Extraction - RNN - Feedparser The ideal candidate should have extensive experience in DNN, proficiency in NLTK and its complex concepts, and knowledge of text classification, sentiment analysis, RNN, and Feedparser. Familiarity with predictive modeling, data visualization, and statistical analysi...

...processing. - DATA INPUT: The model will process and analyze extensive text document data. - AUTONOMY: It should perform analysis without user intervention, delivering consistent insights. - OUTPUT: Generate meaningful, actionable insights from the processed text data. IDEAL CANDIDATE: - Expertise in creating and deploying NLP models. - Skilled in Python, TensorFlow or PyTorch, and NLP libraries (e.g., NLTK, spaCy). - Experience with automated data processing and machine learning pipelines. - Knowledge of machine learning lifecycle management. - Strong analytical skills with attention to detail for data interpretation. Your proposal should outline your experience with similar projects and detail your approach to this task, including the methodologies you intend to use and an es...

Yeah Latent Dirichlet Allocation (LDA) looks well-structured. However, it seems like its trying to read a CSV file named '', which have not been provided. Just some suggestions for potential improvements and considerations: Language Support: If the dataset contains text in languages other than English, consider adding additional stop words for those languages. NLTK provides stop words for several languages which can be helpful. Text Normalization: In addition to lemmatization, you might also want to consider stemming, which can sometimes provide a more robust normalization, although it's more aggressive than lemmatization. Hyperparameter Tuning: The parameters in the LDA model, such as the number of topics (num_topics) and the number of passes (passes), can signif...

...serpapi import GoogleSearch import os import requests # import random from fastapi import FastAPI from dotenv import load_dotenv from serpapi import GoogleSearch from import ThreadPoolExecutor import asyncio import newspaper from bs4 import BeautifulSoup from import stopwords from import word_tokenize from import bigrams, trigrams import nltk from . import add_post, save_links, get_post, get_all_post, remove_post, update_post # Load env load_dotenv() SERPAPI_KEY = ('c0797abfd638908bf4cadfb3c2522a2865d2d39f33d0d627411dc858332f6329') app = FastAPI() # Setup Cors origins = [ "http://localhost", "http://localhost:3000", ] app.add_middleware( CORSMiddleware, allow_origins=origins, # allow_origins=["*"]

Risal Khan - Machine Learning Development The purpose of the Risal Khan project is to develop a machine learning system. Specific features and functionalities desired for the...Khan project is to develop a machine learning system. Specific features and functionalities desired for the machine learning project include: - Data analysis and prediction - Recommendation system - Image recognition The project needs to be completed within a month. Ideal skills and experience for the job include: - Proficiency in machine learning algorithms and techniques - Experience in nltk and language specific machine learning projects We are looking for a skilled and experienced freelancer to handle this machine learning development project and deliver high-quality results within the specified ...

More details: What specific tasks do you need the Python developer to handle? Web development,Scripting,Data analysis Are there any specific frameworks or libraries that the Python developer should be familiar with? NumPy,Pytorch,NLTK What is the primary goal or objective of the project? Building a web application And also software

...language, including syntax, semantics, and context - The AI should be capable of performing various tasks, such as sentiment analysis, language translation, and text summarization Skills and Experience: - Strong background in natural language processing and machine learning algorithms - Proficiency in programming languages such as Python or Java - Experience with popular NLP libraries like NLTK, Spacy, or CoreNLP - Familiarity with deep learning frameworks like TensorFlow or PyTorch - Ability to preprocess and clean large datasets for training and testing purposes Dataset: - The availability of a specific dataset is yet to be determined - The freelancer may need to source or recommend an appropriate dataset for the project Accuracy and Performance: - The desired...

...dskjyhk Expected response: class 200 : 1% (the most accurate class) Validation #3: il malum porter dei Expected response: class 200 : 85% ## Requirements - Strong proficiency in Python - Experience in natural language processing (NLP) - Knowledge of sentence similarity algorithms and techniques - Ability to handle and preprocess textual data - Familiarity with NLP libraries and tools such as NLTK, spaCy, or Gensim - Experience in working with large datasets and data augmentation techniques ## Mandatory: - GITHUB will be used. Is not accepted other platform for source code management - Deliverables on each milestone. - Use of file and with all the required os - It should work on linux ## Deliverables Each milestone should have at the end - github push to

I am looking for a skilled developer to create a mock system for application authentication and authorization using NLP. The project requires the use of Python as the programming language and the NLTK library for NLP functionality. Skills and Experience: - Proficiency in Python programming language - Experience with the NLTK library for NLP tasks - Strong understanding of application authentication and authorization processes - Familiarity with network applications and their security requirements The main functionality of the system is to provide both authentication and authorization for network applications. This includes verifying the identity of users and granting them appropriate access privileges based on their roles and permissions. Key Requirements: - Implement user...

Machine Learning Expert with Extensive NLP and Generative AI Experience for Interactive Website Development Skills and Experience: - Very extensive experience in Natural Language Processing (NLP) and Generative AI - Strong understanding of machine learning algorithms and techniques - Proficiency in Python and relevant libraries (NLTK, TensorFlow, Keras, etc.) - Expertise in Django for website development - Familiarity with interactive website development and user experience design - Ability to integrate machine learning models into web applications - Strong problem-solving and analytical skills Project Requirements: - Develop an interactive website using Django as the platform - Implement generative AI techniques to provide unique and personalized content to users - Integrate NLP ...

Methodology: Data preprocessing: This involves tokenization and removing punctuations or any symbols within the sentence. Other elements removed are the stop words and...Lexicons – SentiWordNet resource will be accessed, which is used in opinion mining, and AFINN wordlist for conducting sentiment analysis. Machine learning – TensorFlow, which is an open-source machine learning, and PyToch for social media deep learning of the sentiment analysis. Natural language processing (NLP) tools – this includes a wide range of tools such as the natural language toolkit (NLTK), and spaCY (to access advanced natural language processing using Python). Dataset – Twitter sentiment analysis dataset. BERT Pre-trained model to be used in the processing of different...

...Dataset: - The client already has a specific dataset in mind for the project. Programming Language: - The preferred programming language for this project is Python. Ideal Skills and Experience: - Strong proficiency in natural language processing (NLP) techniques and algorithms. - Experience in text classification tasks using Python. - Familiarity with relevant libraries and frameworks such as NLTK, scikit-learn, and TensorFlow. - Ability to preprocess and clean the text data for effective classification. - Knowledge of different feature extraction techniques for text classification. - Experience in evaluating and fine-tuning classification models. - Strong problem-solving and analytical skills. - Good communication skills to understand and meet the client's requirements. ...

We are looking for an AI Engineer for the development of GF experience GPT chatbot with a good ability for memory. Should work on our website. A bot should be highly interactive and intelligent with sophisticated conversational capabilities. Implement NLP techniques to ensure realistic and engaging dialogues. Utilize NLP libraries such as NLTK or spaCy. Objective: Develop a virtual girlfriend AI bot with specific functionalities and characteristics. Key Features and Requirements: Affordability: The AI bot should be cost-effective, not requiring exorbitant expenses. Interactive Communication: The ability to engage in spoken conversations with users. Context-Aware Responses: The bot should provide relevant responses, aligning with the topic of discussion (e.g., responding about scho...

I am looking for a freelancer to help me with my NLP project, specifically in sentiment analysis and API Skills and experience needed: - Proficiency in natural language processing techniques - Experience in sentiment analysis algorithms and models - Strong knowledge of machine learning and text mining - Familiarity with NLP libraries and frameworks such as NLTK, spaCy, or TensorFlow Project requirements: - The project requires analyzing a dataset (provided by me) and performing sentiment analysis on the text data. - The freelancer should be able to develop and train a sentiment analysis model using appropriate algorithms and techniques. - The project needs to be completed within a week, so the freelancer should be able to work efficiently and meet the deadline. If you have the n...

Need resource who has exp on below JD and match with the budget Technologies Machine Learning (ML), Natural Language Processing (NLP) Experience- 5 to 8 Years Work Nature- Remote Duration- 3 months JD Responsibilities: • Develop and integrate LLMs and transformers into our NLP framework. • Apply langchain and llmaindex techniques to enhance NLP capabilities. • Implement promp...machine learning techniques. • Programming skills in Python or similar languages. • Problem-solving abilities and optimization skills. • Excellent collaboration and communication skills. Nice to have: • Experience with other language models like BERT, RoBERTa. • Knowledge of cloud platforms for deploying and scaling NLP applications. • Familiarity with NLP frameworks lik...

I am looking for a freelancer who specializes in Natural Language Processing for a small-scale project. I have a specific project in mind and need someone...and algorithms. Knowledge of machine learning and computer vision would be a plus. The project involves analyzing and processing text data to extract meaningful information. The goal is to develop a functional application that can perform various NLP tasks such as sentiment analysis and text classification. The freelancer should have experience in working with NLP libraries and frameworks such as NLTK, spaCy, or flax and jax. Attention to detail and the ability to work independently are important for this project. If you have previous experience in NLP and are interested in working on a small-scale prototype, please submit your...

...more than 10 pages. Desired Length of Summarized Text: - The summarized text should be long, consisting of 5-6 sentences. Summarization Algorithm: - I am open to suggestions regarding the choice of summarization algorithm. If you have a specific algorithm in mind, please feel free to recommend it. Ideal Skills and Experience: - Proficiency in Python and experience with NLP libraries such as NLTK or SpaCy. - Familiarity with different summarization algorithms and techniques. - Strong understanding of text processing and feature extraction. - Ability to handle large volumes of text efficiently. - Experience in evaluating and fine-tuning summarization models. - Excellent communication skills and the ability to collaborate effectively. If you are a skilled Python developer with ...

Project Description: NLP Sentiment Analysis using Pytho...Language Processing (NLP) who can help me with sentiment analysis. Specifically, I need assistance in analyzing and understanding the sentiment behind text data. Skills and Experience: - Expertise in NLP, with a focus on sentiment analysis - Proficiency in Python programming language for NLP tasks - Strong knowledge and experience in working with Tensorflow framework for NLP - Familiarity with NLTK and Spacy libraries would be a plus, but not mandatory If you are a talented NLP expert with experience in sentiment analysis, and have a strong command over Python and Tensorflow, I would love to discuss the project further with you. Please provide examples of your previous work in NLP and sentiment analysis when submitting your...

Project Title: Natural Language Processing help needed Description: I am looking for a freelancer who can assist me with a Text classification task in ...from this task is the implementation of a new technique. - I already have a dataset for the project and it is ready for use. Skills and Experience: - Strong background in Natural Language Processing and Text classification. - Experience with implementing new techniques in NLP. - Proficiency in programming languages such as Python or Java. - Familiarity with NLP libraries and frameworks such as NLTK or SpaCy. - Ability to work with large datasets and optimize processing time. If you have the necessary skills and experience in NLP and Text classification, and are interested in working on this project, please submit your proposal. ...

...objective of this project is to develop a high accuracy NLP model that can achieve a precision rate of 95% and above. Skills and experience required: - Strong proficiency in Python programming language - Experience in natural language processing and machine learning algorithms - Knowledge of data analysis and data visualization techniques - Familiarity with NLP libraries and frameworks such as NLTK, spaCy, or TensorFlow, Bert, ChatGPT, LhamaIndex - Ability to preprocess and clean large datasets of user questions and answers - Excellent problem-solving and communication skills If you have the necessary skills and experience in NLP and Python, I would love to discuss the project further with you. Please include examples of your previous NLP projects or relevant work samples in y...

Need to make the script work, Integrate in the workflow. The entire project that needs to run is located in AHAKLWE, ModelFSL_model.../Volumes/Work/Github/Python/FSL_model/output --learning_rate 0.00002 --undersampling_rate 0.5 --batch_size 16 run command you should change file path fitz~= pandas~=2.0.2 numpy~=1.23.5 pytesseract~=0.3.10 matplotlib~=3.7.1 Pillow~=9.5.0 mltable~=1.3.0 opencv-python~=4.7.0.72 Unidecode~=1.3.6 pdf2image~=1.16.3 Camelot~=12.6.29 image~=1.5.33 argparse~=1.4.0 mlflow scikit-learn~=1.2.2 utils~=1.0.1 nltk~=3.8.1 pathlib~=1.0.1 torch~=2.0.1 scipy~=1.10.1 transformers~=4.30.1 tqdm~=4.65.0 torchmetrics~=0.11.4 try to use this list And if you get fail, then just run program using above command then install one by one

I am looking for an expert in text extraction using NLP (Natural Language Processing) and NLTK (Natural Language Toolkit) to assist with opinion mining. Requirements: - Experience in text extraction using NLP and NLTK - Proficiency in sentiment analysis techniques - Ability to work with large amounts of text data The project involves: - Extracting sentiment from more than 10 texts/documents - Providing insights and analysis based on the sentiment extracted If you have the necessary skills and experience in NLP and NLTK, and can handle a large volume of text data for sentiment analysis, please reach out to discuss further.

I am looking for experts in Python nltk to assist with a project involving text tokenization. The specific tasks include text tokenization, part-of-speech tagging, and sentiment analysis. I already have a dataset to work with and the expected timeframe for completion of the work is 1-2 weeks. Ideal skills and experience for this job include: - Strong proficiency in Python nltk - Experience with text tokenization, part-of-speech tagging, and sentiment analysis - Ability to work efficiently and meet deadlines within a 1-2 week timeframe.

...Experience working with multiple Front-end languages and libraries: HTML/ CSS, JavaScript, XML, jQuery • Experience with C#, Java, Python Django • Experience with JavaScript frameworks React, Node.js • Experience in DevOps, CI CD and Jenkins. • Experience with SQL databases PosgresSQL, web servers and UI/UX design • Familiarity with a plus. • Familiarity with Celery and Redis • Familiarity with NLTK and ML a plus. • Pune based would be highly preferable. Responsibilities • Work with cross functional teams. • Design client-side and server-side architecture with focus on scale, security and efficiency. • Build the front-end of applications focusing on UI/UX visual design • Develop and manage databases and applications &...

We are seeking an experienced AI/NLP Freelancer for a project involving structuring unstructured data from Electronic Health Records (EHRs). The successful candidate will be responsible for developing a solution that can extract and structure information from raw, unstructured EHR data. Responsibilitie...8. Deploy the system to a production environment and provide necessary maintenance documentation. Requirements: 1. Strong experience in AI, Machine Learning, and NLP. 2. Familiarity with healthcare data and EHR systems. 3. Strong understanding of data privacy and security principles, especially in healthcare (knowledge of HIPAA, GDPR, etc.). 4. Experience with Python and NLP libraries like NLTK, SpaCy, or similar. 5. Strong problem-solving skills and the ability to work inde...

...video tutorial should also demonstrate how the unsupervised hybrid models operate. ** Required Skills: - Strong background in NLP, Unsupervised Deep Learning, and Python programming. - Extensive experience with unsupervised NLP methods, including BerTopic, NMF, and LDA. - Proficiency in designing and implementing hybrid unsupervised NLP models. - Familiarity with popular NLP libraries, such as NLTK, spaCy, scikit-learn, and gensim. - Ability to collect, preprocess, and work with textual data effectively. ** Deliverables: - Well-documented Python code for the individual and hybrid topic classification models. - Comprehensive evaluation metrics and performance analysis for all models. - A detailed project report outlining the methodology and results. - Video tutorial (in English ...

...application performance and scalability through code optimization, caching strategies, and database tuning. Stay up-to-date with the latest advancements and research in NLP, AI, and audio analysis, applying them to improve the application. Requirements: Strong proficiency in Python programming language. In-depth knowledge and hands-on experience with NLP techniques, libraries, and frameworks (e.g., NLTK, spaCy, Transformers). Solid understanding of web application development principles and frameworks (e.g., Django, Flask). Experience with audio call integration using frameworks like Twilio or WebRTC. Familiarity with AI algorithms and machine learning frameworks (e.g., TensorFlow, PyTorch) for building intelligent features. Proficiency in audio analysis and processing technique...