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    ...tecnologias de inteligência artificial e processamento de linguagem natural (NLP), como OpenAI GPT, IBM Watson ou Google Dialogflow, para responder às dúvidas dos visitantes como um engenheiro de construção civil. 4. Implementação de funcionalidades de exportação de orçamentos em formatos populares, como PDF ou Excel. Habilidades e experiências necessárias: - Experiência comprovada em desenvolvimento web (front-end e back-end), utilizando tecnologias como React, Angular, Vue.js, Node.js, Python (Django, Flask) ou Ruby on Rails. - Experiência em trabalhar com bancos de dados, como PostgreSQL, MySQL ou MongoDB. - Experiência em desenvolvimento de chatbots e/ou assistentes virtuais ...

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    Preciso de um modelo NLP que atenda os seguinte requisitos. - realizar uma pesquisa na base Postgree com aplicacoes de NLP. - Adicionar as pesquisas realizadas para treinar e melhorar os resultados. - Trazer apenas conteúdo relevante a pesquisa informada - informar texto comuns encontrados nas pesquisas para criar filtro avancados

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    Criação de uma LOGOMARCA para uma Hamburgueria Delivery. NOME: PHD HAMBURGUERIA ARTESANAL A Hamburgueria é GOURMET. Preferencia para quem já tenha criado alguma logomarca para hamburgueria ou que esteja disponível para fazer um esboço da phd hamburgueria. att,

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    Thesis Caio Encerrado left

    Tradução de Pre-Thesis do português para inglês

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    EM PORTUGUES somente!! webinar focado em demonstrar como funciona o Automation Edge e seus poderosos recursos de machine learning paea automatizar rotinas de: - leitura de email ou chatbot (NLP) e abertura de chamados categorizados em qualquer itsm; - case Gavilon: Gavilon empresa de distribuição de produtos agrícolas, não armazena nada que compra e vende. ela ja comprou e vendeu o milho e usa os robôs para fazer o processo de troca nota. Ele chega e identifica o chamado para trocar nota no sistema OTRS. Faz algumas validações de tipo de contrato, transporte e custo. Se tiver tudo certo, faz o troca da nota fiscal, se tiver algo errado poe numa fila de exceção no OTRS para correção humana. Esta automacao t...

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    Precisamos de desenvolvedores de Chatbots e NLP com experiência comprovada para trabalhar conosco como Freelancer em vários projetos. Interessados favor contactar. X-SENSORS da Alemanha -

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    Precisamos de desenvolvedores de Chatbots e NLP com experiência comprovada para trabalhar conosco como Freelancer em vários projetos. Interessados favor contactar. X-SENSORS da Alemanha -

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    We are seeking an experienced software developer to join our team and work on developing a secure and scalable VPN/Internet gateway solution. This project involves building server software capable of authenticating client connections and providing access to the internet. Requirements: Master's degree or PhD in Computer Science, Cybersecurity, or a related field Extensive experience in internet security, privacy, and VPN technologies Strong proficiency in server-side software development Familiarity with OpenWrt and router firmware development (preferred) Passion for internet security and privacy Responsibilities: Develop robust Wireguard exit nodes and VPN server software Ensure seamless integration with existing client software and VPN router firmware Implement secure authe...

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    I have half of a research paper on Social Media Usage and Happiness, but I need someone to improve it and add citations. The paper should be 6 pages long. ### Focus Areas - **Introduction and Thesis Statement** - **Analysis of Research Findings** - **Conclusion and Recommendations** ### Requirements - You should have a strong grasp of sentence structure and clarity to enhance the existing content. - I expect you to bring your own research skills to improve the paper and add relevant citations. - Please ensure the essay is 6 pages long. - Previous experience in social science or psychology research writing is a plus. Please provide a timeline for completion with your bid. I'm looking for someone who can turn around quality work in a timely manner.

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    ...my topic."/ The paper is to have a thesis statement, that is, a statement of your intent to argue for a particular conclusion. Here is an example: "In this paper I will argue that passive euthanasia is immoral." The paper is to consist mostly of your reasons (or arguments) for proving your thesis statement. The paper is not a statement of your opinion or feelings on the topic. Here is an example: "One reason that passive euthanasia is immoral is because it can lead to a slippery slope. In other words, once doctors start letting their patients who are in pain die, they might let other patients die. It is possible, therefore, that eventually there will be great loss of death." You should present 3-4 different reasons (or arguments) in support of your...

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    Python NLP 6 dias left

    I'm in need of an expert in Python who can implement a neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

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    ...effectively. Deliverables: • Design and development of the All-in-One AI-Based HR Solution Platform. • Comprehensive documentation outlining system functionalities and user guides. • Testing and debugging to ensure the platform's reliability and performance. • Ongoing support and maintenance as needed. Skills and Experience: • Proficiency in AI development, particularly in natural language processing (NLP) and machine learning (ML). • Experience in HR software development and familiarity with HR processes and best practices. • Strong programming skills, including proficiency in relevant languages and frameworks. • Ability to design user-friendly interfaces and ensure a seamless user experience. • Excellent communication skills a...

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    I'm in need of an expert in Python who can implement a neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

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    I'm in need of a professional who can analyze comprehensive survey data and present the results in a detailed, report that relates to each hypothesis for my thesis research. The analysis is expected to be done using Excel analyses then further descriptive analysis is needed, focusing on summarising the main characteristics of the data and how they prove/disprove each hypothesis. This will involve exploring the responses to the survey questions, identifying patterns, trends, and constructing summary statistics. The key deliverable for this project will be as follows: an Excel spreadsheet with... - raw data in one tab (provided for you in the attached excel document) - cleaned data a separate tab (provided for you attached excel document) - your statistical analyses on other ...

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    I'm seeking a seasoned professional to assist me with training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset....custom data set. - Custom data integration: figuring out the format required by running the example training on text8 dataset and then adapting the in-house dataset for the purpose of training. -Finally, write a custom function which given the trained model enables a spellcheck on masked tokens of the text as in Ideal skills for this project include: - Proven experience in using NLP models and diffusion models. - Proficiency in data integration and model training. -Make the code and implementation accessible to more low-level downstream users.

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    I'm in need of a skilled academic writer who can assist in developing a thesis (skripsi) on Education Research, particularly focusing on Curriculum Development. Requirements: - Knowledge in Education, specifically Elementary and Secondary levels - Skilled in Curriculum Development - Experience in academic writing Your main task will be to: - Create a comprehensive and well-researched thesis on the topic - Use a mixed methods research methodology - Pay attention to detail, ensuring the final product is of high quality and ready for submission. Ideal Skills and Experience: - Proven background in academic writing - Understanding of mixed methods research - Prior knowledge or experience in curriculum development - Education research expertise, especially in Elementary ...

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    Saya sedang membuat thesis bagian 4 & 5, saat ini membutuhkan assistance dari freelance yang bisa bantu menulis thesis dan menyebar / mengambil data retailer secara online Specific requirement - Pernah mengerjakan Thesis - Fluent dalam bahasa Indonesia - Teliti Hope to work with you in the future! cheers

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    I need a proficient researcher and writer to handle a job of writing my PhD Confirmation of Enrolment document. The document has already been written but need to make it up to 6000 words or more. The field of study of my PhD is Translation. The research investigates the translation of specific transcriptions translated from Arabic into English and will be doing a parallel corpus study to do that. Key task: - Finish writing my PhD Enrollment Confirmation document while maintaining the academic integrity and tone of the document. - adjusting the title of thesis Ideal skills: - Experience in academic writing and research is highly preferred. - Fluent in English and Arabic. - Knowledge in academic regulations and terms would be an advantage. Only experienced pro...

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    ...to work with us when needed from 1 PM to 12 AM (New York - ET). Individuals seeking this position should only apply and sales reps or business development reps should not apply. We are only seeking to work with one to three people maximum and agencies should not apply. Key Responsibilities: Design and develop a user-friendly mobile application for iOS and Android platforms. Implement AI and NLP (Natural Language Processing) features for online interaction with users with future development for offline interactions. Integrate selective caching for offline access to critical conversation threads. Work with RESTful APIs for server-side features and NMEA (National Marine Electronics Association) data integration. Develop and manage a comprehensive database to handle user profil...

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    ...functionality to allow users to access premium and private content. 4. Implementation of a conversation memory system to ensure a personalized and engaging user experience. **Freelancer Requirements:** - Proven experience in developing complex and scalable web applications. - Advanced skills in implementing artificial intelligence algorithms, particularly in the field of natural language processing (NLP). - Ability to design and implement intuitive and engaging user interfaces. - Knowledge of online payment systems and best practices in data security. **Benefits for the Freelancer:** - Opportunity to work on a cutting-edge project that utilizes state-of-the-art technologies in AI and online dating. - Flexibility in work and the opportunity to contribute to shaping the user expe...

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    I'm on a journey to accomplish a PhD in Social Sciences and I need a seasoned expert to assist me with comprehensive research. Specifics: - Your expertise in Social Sciences is of essence and shall be fundamental in this project. - I require assistance in extracting relevant studies from top-tier UK or USA journals. Familiarity and access to vast academic journals are absolutely necessary. - I'm focused on qualitative research and expect appropriate methodologies to be applied in this study. -I require that the writer must not use AI generated text or sources. AI sometimes CREATES references that do not exist! Only true writers may apply please. Skills required: - Extensive experience in Social Sciences. - Should have privileged access to premium academic journals in ...

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    ...processing (NLP) and transformer models. The primary goal of this project is to guide a transformer model to generate code-mixed sentences. Specifically, we are targeting basic code-mixing complexity - inserting words from one language into another. Key Responsibilities: - Develop and fine-tune a transformer model for code-mixing at a basic level - Implement the model in a way that can generate code-mixed sentences effectively Ideal Skills and Experience: - Strong proficiency in Python programming - Proven experience with NLP and transformer models - Familiarity with code-mixing and its linguistic aspects would be a plus - Good understanding of basic code-mixing complexities - Ability to design, implement, and evaluate NLP models This project is ideal for someone...

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    ML Engineer 5 dias left

    We are looking for an expert in Machine Learning to help us extract value from our data. Ours is a data-intensive project demanding heavy analytics and normalisation of textual, numeric and image data RESPONSIBILIT...that automates training and deployment of ML models Managing available resources such as hardware, data, and personnel so that deadlines are met Data visualizations and data comprehension Brainstorm and Design various POCs using ML/DL/NLP solutions for new or existing enterprise problems. Work with and mentor fellow Data and Software Engineers to build other parts of the infrastructure Effectively communicating your needs and understanding product challenges. Building core of Artificial Intelligence and AI Service as Decision Support, Vision, Speech, Text, NLP,...

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    I am keen to have a state-of-the-art AI Job Portal named '' developed, aimed to cater to job seekers around the globe. Key Features & Functionalities: - AI Job Matching: Primari...perform the following: - Match jobs based on user preferences. - Suggest jobs according to the user's activity. - Recommend jobs adeptly considering user's skills. Given these functionalities, the ideal candidate for this project should possess expertise in AI and machine learning, must possess extensive experience in software development specifically for job portals. Familiarity with NLP to parse and scan resumes would be an added advantage. Our core objective is to save time and resources, hence efficiency and cost-effectiveness is essentially required in the comp...

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    I have advanced statistical modeling tasks in Stata that need completion. Your primary objective will be to aid in generating a log-file using a specific dataset for several assignments. Further details of the project are as follows: - **Type of Tasks**: Primarily data analysis-related tasks in Stata - **Complexity**: The tasks range from intermediate to advanced statistical modeling, with a focus on time series analysis. - **Your Role**: Your primary role will be aiding in generating a log-file using a specific dataset for several assignments. Ideal candidates for this project should have the following qualifications: - Proficient in Stata, with a strong background in data analysis and statistical modeling - Prior experience with generating log-files in Stata - Ability to interpret res...

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    This project is open only to individuals. Agencies need not apply. Freelancers with no rating need not apply. Generic copy-paste responses will be marked as spam. Your past freelance feedback should clearly show that you have completed similar tasks. I require a specialist in web scraping to extract the body text from articles on Google News. The information will be earmarked for natural language processing, hence, accuracy of extraction and correct formatting into an excel file is of utmost importance. Key responsibilities and skills: - Experience in web scraping, specifically from news websites. - Knowledge of creating Python or PHP scraping scripts or using API. - Ability to deliver results fast, as the project needs to be completed ASAP. Please note that the sole requirement is to...

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    ### 1. 微信端口功能 #### 售前技术咨询 - **AI助手**:使用NLP技术,AI助手能够理解和回答用户关于GRS和ISO 9000认证的常见问题。 - **知识库**:建立一个包含认证流程、标准要求、常见问题解答的知识库,供AI助手查询和学习。 #### 商务咨询 - **费用估算**:AI助手根据用户需求提供初步的费用估算。 - **流程说明**:AI助手详细解释认证流程,包括时间线和必要的步骤。 #### 客户资料收集与核对 - **list设计**:设计一份详细的list,收集企业基本信息、生产流程、环境、人权等资料。 - **资料核对**:AI助手引导用户核对资料,确保信息的准确性和完整性。 ### 2. 网站功能 #### 付款流程 - **支付网关**:集成安全可靠的支付网关,支持多种支付方式。 - **支付确认**:支付成功后,记录储存客户信息支付,系统自动通过微信通知客户,并提供交易详情,同时需要记录是由哪个用户的分享码介绍来支付的。 - **支付完成1**:AI助手通过微信通知用户,并开始资料收集流程。 - **支付完成2**:赠送对应的礼品卡卷至介绍人账户。 #### 客户文档资料存储 - **文档管理系统**:建立一个安全的文档管理系统,用于存储用户上传的文档资料。 - **资料审核**:AI助手辅助审核客户提供的资料,确保符合认证要求。 #### 自动生成报告 - **报告模板**:设计标准化的报告模板,根据用户提供的资料自动填充。 - **脚本编写**:编写自动化脚本,根据用户资料生成报告(人工审核)。 ### 3. 远程审核陪同 - **通讯工具集成**:集成视频会议等通讯工具,便于AI助手远程陪同审核。 - **资料索引**:AI助手在审核过程中提供实时的资料索引,帮助用户快速找到所需文件。 ### 用户体验 - *...

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    Need someone with deep knowledge in Agri Market, especially international grain trading to update an existing PPT. The PPT is attached and need someone to undertake a deep dive of research and update whatever you can. It is an excellent paper, but 5 years is a long time in the word of grain trading. So there is a great deal of research to undertake (and because they are predominantly private companies much of the data is difficult to obtain).

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    I'm looking for a skilled individual to develop a sophisticated sentiment analysis and recommendation system that can...Requirements: - The system should be able to analyze multiple aspects of a customer review, specifically battery, camera, price, display, and performance. - For each aspect, the analysis should include both positive and negative sentiment. - The system will need to provide insights on the reviews based on the sentiments detected for each aspect. Ideal Skills: - Proficiency in Natural Language Processing (NLP) and Sentiment Analysis - Experience in developing recommendation systems - Strong programming background, especially in Python or a similar language - Familiarity with data handling and processing techniques - Excellent problem-solving abilities and atte...

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    Quote for Das 6 dias left

    Thesis style file correction on overleaf

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    Project Description: I'm seeking an AI Specialist to help me on a master’s thesis project. The project aims to harness artificial intelligence to enhance accessibility, analysis, and conservation of audiovisual collections, focusing on the rich cultural heritage of Salento. The project will utilize AI to transform narrative access and improve the operational efficiency of audiovisual archives. Responsibilities: Develop and implement AI models to analyze and cluster audio data from the Archivio Sonoro Pugliese. Collaborate in designing and testing a prototype for an open model capable of detailed data analysis and user interaction. Work with audiovisual data to ensure models are accurately transcribing, analyzing, and providing insights based on the archival content. Ass...

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    I'm seeking a talented academic writer to craft a research article/thesis in the field of cybersecurity and digital forensics. The project encompasses: - Research Article Focus: The article will delve into the nuances of any one of the following topics; 1. Methods for Improving Industrial Control System Security OR 2. An enhanced encryption-compression method for digital image security OR 3. Green cybersecurity OR 4. Resilience using UAVs - Research Gap: The aim is to identify and address a critical research gap. The content must be fresh, engaging, supported by existing research articles or journals and must contribute significantly to the existing body of knowledge in the field. - Emphasis: The focus should be on presenting a concise yet comprehensive view of the subject ma...

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    We are seeking an experienced AI Voice Bot Engineer to join our team. As an AI Voice Bot Engineer, you will be responsible for designing, developing, and implementing voice bot solutions using cutting-edge AI technologies. This role requires strong technical skills in AI, natural language processing (NLP), and speech recognition. You should also have a solid understanding of cloud-based platforms and APIs. The ideal candidate will have experience in building and deploying voice bots for various industries, including customer support, sales, marketing, and automotive. If you are passionate about AI and have a proven track record in developing innovative voice bot solutions, we would love to hear from you

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    Improved SGM Algorithm 3 dias left
    VERIFICADO

    Enhanced algorithm for SGM - Experienced person for computer vision - Experienced person for SGM - PHD degree for computer vision - Experienced person with the ability to analyze existing world-wide-best papers for SGM - Ability to implement computer vision algorithms in C/C++ - c/c++ - opencv

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    I'm embarking on a research-driven thesis that delves into the realm of community-based mental health care strategies. The goal is to provide a comprehensive study that's primarily intended for academic researchers. Key Points: - The focus is on the implementation of community-based mental health care practices and their effectiveness in improving mental health outcomes. - I'm specifically interested in a quantitative method of research, involving surveys and statistical analysis to quantify and analyze the data. - The thesis will be written with an academic researcher audience in mind, thus it should be research-intensive, using relevant literature, data, and citations. Ideal Freelancer: - Must have a background in mental health studies and/or public health,...

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    I'm in need of an individual with specific skills and knowledge to assist with my thesis project. This involves filling out around 100 online surveys related to outdoor advertising perception. Your main tasks would be: - Proficiently completing the surveys in English. - Highlighting aspects of outdoor advertising perception. - Focusing on the influence of various ad elements. Your background and skills should include: - Proficiency in English required, ideally as a first language. - Familiarity with, or expertise in outdoor advertising would be a significant advantage. - Knowledge or understanding of different cultural aspects is appreciated. This job is perfect for someone with a marketing or advertising background, with a focus on outdoor advertising, and who is attentive...

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    Intelligent Chatbot Development 3 dias left
    VERIFICADO

    ...during service disruptions. Contingency Management: Develop a knowledge base with rules and plans for managing emergencies and unusual train service situations. Provide guidance and actionable steps to operational staff during emergencies through the chatbot. Technical Requirements User Interface (UI): Text-based or multimedia, adaptable to web or mobile platforms. Natural Language Processing (NLP): Understand and process user inquiries accurately. Knowledge Base (KB) and Reasoning Engine: Store and retrieve information, answer queries, and support decision-making. Prediction Model: Use historical data to forecast train delays and communicate expected arrival times. Database: Maintain records of conversations, ticket prices, train schedules, and other relevant data. Deliverables...

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    We are currently seeking an AI prompt engineer with a rich product content background. The successful applicant will be able to train our artificial intelligence system to generate human-like content based on the current state of our website's ...content that is more valuable to users. Qualifications and Requirements: 1. Bachelor's degree in computer science, artificial intelligence or a related field. Master's degree preferred. 2. Extensive experience in training artificial intelligence models, especially in generating human-like codes. 3. Proficient understanding of current SEO practices. 4. Familiarity with Natural Language Processing (NLP) and Machine Learning technologies. 5. Excellent problem-solving skills and attention to detail. 6. Outstanding editing and co...

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    Thesis Data Analysis with T-Test 2 dias left
    VERIFICADO

    I'm looking for a skilled statistician to assist me in analyzing my thesis data. The main focus of my research is comparing different groups and I have a mix of continuous and categorical data that needs to be examined. I specifically wish to apply T-test statistical methods. Key Requirements: - Proficiency in T-test analysis - Strong background in handling mixed data types - Experience with thesis-level data analysis Your role will be crucial in helping me draw meaningful conclusions from my data. If you have the required skills and experience, I would love to discuss the project further with you.

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    I'm lo...Processing for an upcoming project. Your role will center around applying NLP techniques specifically for Sentiment Analysis. Responsibilities: * Implement effective machine learning models using Python. * Use Natural Language Processing to conduct Sentiment Analysis. Ideal Candidate: * Proficient in Python. * Extensive experience in Machine Learning and NLP. * Proven track record of projects using Sentiment Analysis techniques. * Demonstrated ability to write clean, efficient code. * Strong understanding of ML algorithms and NLP techniques. The main goal of this project is Sentiment Analysis through the use of Natural Language Processing. A qualified candidate should be knowledgeable about the latest advancements in the NLP field and be capable...

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    AI Tools Directory Development 12 horas left
    VERIFICADO

    I'm in need...users to easily find the AI tools they're looking for based on keywords. - User Reviews and Ratings: Users should be able to rate and review each tool to help others make informed decisions. - Categories and Filters: These will help users narrow down their search based on specific AI tool types or features. The directory will focus on the following types of AI tools: - Natural Language Processing (NLP) - Computer Vision - Machine Learning For each tool, the directory should provide: - A detailed description of the tool - A list of features and capabilities - Pricing information An ideal candidate for this project will have experience in both web development and artificial intelligence, with a proven track record of creating efficient, user-friendly direc...

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    ...can develop a custom GPT-enabled chatbot, tailored for a product description matching app. Key Tasks: - The chatbot's core purpose will be to perform keyword analysis and category matching, which means it must be capable of scrutinizing and comparing product descriptions effectively. Crucial Skills and Experience: - Custom GPT based on existing commercial offers - Natural Language Processing (NLP) - Keyword Analysis - Category Matching The right freelancer for this project will have a strong understanding of chatbot development and relevant experience with GPT models. Experience in using these technologies for product matching purposes will be highly advantageous. Demonstration of past successful projects of similar nature would also be appealing. Main function: bot se...

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    Writing discussion, abstract and conclusion parts of neurology thesis

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    ...inquiries using the technical data sheets of my product (household/car cleaning products), advancing beyond simple text responses. The ideal candidate has a strong background in Python, chatbot development, AI, and machine learning. Familiarity with GPT (Generative Pre-trained Transformer) models will be highly advantageous. Your experience in conversation analysis and natural language processing (NLP) will be crucial for enriching the functionality of the chatbot....

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    I'm l...sentiment analysis, and named entity recognition within the NLP model - Developing an effective teaching method that enables the computer to interpret and respond to human language inputs Experience and Skills: - Proven expertise in Natural Language Processing (NLP) and machine learning - Proficiency in Python or another programming language commonly used for NLP - Strong ability to develop and implement text classification, sentiment analysis, and named entity recognition algorithms - Demonstrated experience in creating and training NLP models - Excellent communication and collaboration skills, with the ability to provide detailed project proposals Please provide a detailed project proposal outlining your approach to teaching computer NLP ...

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    The customer is asking for me to complete a document that he has started and has made a draft of 4000 out of at least 7000 words. We have agreed on a price of 250 British pounds that will be paid in 2 parts 125 on friday 12.04.2024 and the rest will be paid upon completion. The customer has been notified he is not entitled to thesis will be sent to customer upon the funds being received.

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    I need a skilled academic writer with a PhD in Computer Science to conduct thorough research and create a comprehensive paper on the topic of "Branch protection in merge queues in GitHub". Key Objectives: - Analyzing branch protection techniques in GitHub - Investigating merge queue strategies in GitHub - Evaluating the effectiveness of branch protection in reducing conflicts Word Count: More than 3000 words Citation Style: IEEE Ideal freelancer for this job needs to possess: - PhD in Computer Science - Strong academic research and writing skills - Proven experience in publishing academic papers - Knowledge of GitHub and version control systems - Familiarity with IEEE citation style I'm looking for a professional who can deliver a well-researched and high-...

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    ... using Python's NLP libraries to analyze the text's context and semantics. 1. Data Preparation Data Cleaning: Standardize the format of resumes and job postings, removing any irrelevant information or inconsistencies. Data Anonymization: Ensure all personal information is anonymized to maintain confidentiality. Data Labeling (if necessary): Label the data, if required, to facilitate supervised learning approaches. 2. Developing the Algorithms Keyword-Based Algorithm: Extraction: Extract key skills, experiences, and qualifications from resumes and job postings using basic text analysis techniques. Matching: Develop a matching algorithm that compares the extracted keywords from resumes with those in job postings. NLP-Based Algorithm: Advanced Analysis: Use Py...

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    ...Create a dataset with anonymized student resumes and faculty project descriptions. (I will provide you 50 resumes and 50 job descriptions) Ensure the dataset reflects a variety of academic disciplines and project types. Develop Algorithms:(This is the core) Keyword-Based Algorithm: Develop an algorithm to match explicit keywords and phrases from resumes and project descriptions. NLP-Based Algorithm: Utilize Python's NLP libraries to create an algorithm that analyzes text context and semantics for a more nuanced matching process. Algorithm Evaluation: Test both algorithms on a micro job portal for academic collaborations. Use quantitative metrics like match accuracy and processing efficiency for evaluation. Collect qualitative feedback through surveys from students...

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