Spark nlp lemmatizerPekerjaan

Dicari freelancer untuk melakukan pelabelan data atau anotasi data secara man...ChatGPT. Pelabelan sentimen dilakukan berdasarkan aspek, yakni sebagai berikut: 1. Efektivitas Respons 2. Kualitas Respons 3. Efisiensi dan Kecepatan Respons Namun, apabila terdapat data yang tidak membahas aspek di atas maka data tersebut dapat dilabeli secara GENERAL atau umum. Freelancer yang diharapkan adalah Ahli Bahasa Indonesia yang memiliki pengalaman di bidang Natural Language Processing (NLP) atau Data Scientist dan familiar dengan topik analisis sentimen. Dimohon untuk melabeli data secara MANUAL karena dataset akan digunakan sebagai Data Training dan Testing. Pelabelan dibagi menjadi 3 kategori saja, yaitu Positif, Negatif, dan Netral. Apabila terdapat informasi yang kurang jelas, feel fr...

- Project sekaligus untuk menyusun skripsi sehingga mohon bantuan dan bimbingannya dalam penyusunannya - skripsi terdiri dari 6 bab - selain pengembangan software, dapat membantu penyusunan skripsi - Gambaran Software: - Pengembangan Sistem Rekomendasi dalam menentukan Dosen Pembimbing Skripsi dan Penguji Skripsi dengan menggunakan ML/NLP/Text Minning. - Metode dibebaskan, dari worker dapat menyarankan metode apa dan alasan menggunakan metode tersebut. - Pengembangan menggunakan bahasa pemrograman apa saja dibebaskan. - Kemungkinan terdapat panel super admin, panel dosen, panel mahasiswa - Bisa membantu scraping judul publikasi dosen pada google scholar dan ieee. Referensi:

saya ingin melakukan read dan write data localhost dengan menggunakan spark / pyspark di jupyter notebook

Saya ingin melakukan orkestrasi komponen tools-tools big data dengan docker kubernetes. Sehingga sy membutuhkan image setiap tools big data (Apache hadoop, kafka, ambari, spark, zookeeper, spark mlib, pig) dan pengerjaannya bisa di remote dari server sya.

Halo Saya sendang mencari yang dapat membuat ML analis sentiment yang hasil akhir/outputnya dapat di tampilkan di web local host. Terimakasih

Di butuhkan NLP Programmer untuk mendesain dan membuat modul Text to Speech

Sistem mencakup mengenai NLP (Natural Language Processing), yaitu membuat sistem Analisis Sentimen Berbasis Aspek, menggunakan Python. Bersedia untuk bekerjasama hingga pekerjaan selesai. Proyek sederhana ini untuk membantu saya menyelesaikan tugas akhir Tesis. Cakupan proyek mengenai data mining.

Program dengan bahasa python, framework django. Program mengubah kata baku menjadi kata tidak baku , contoh : -kata tidak baku : sy mkn siang td pg. Diubah menjadi... -kata baku : saya makan siang tadi pagi. Program yang saya buat, perbandingan akurasinya masih kurang bagus sekitar 50-60%. Semoga ada yang bisa menambah atau memperbaiki akurasi ini menjadi lebih bagus :)

selamat pagi Pak Jony, saya ada tugas mengenai NLP mengenai pencocokan kata menggunakan algoritma soundex. Dibandingkan antara soundex dan soundex namun dari hasil pengujian akurasi hanya mencapai kurang lebih 60%. Apakah Pak Jony bisa bantu saya?

Sebagai fotographer dari merry riana motivator wanita nomor 1 di asia, memotret event andreas passolympia yaitu seorang spesialist NLP dan hypnoteraphy, menghier sosial media branding dan photographer ' rahasia berjalan alami'

PT Denso Indonesia Corporation atau biasa disingkat dengan DIC adalah salah satu industri manufaktur yang menghasilkan produk berupa spare part atau suku cadang kendaraan. Salah satu produk yang dihasilkan adalah spark plug. Spark plug/busi terdiri dari part-part meliputi, insulator, housing, talk ring, ring forming, gasket ring, terminal nut lathe, washer dan cup cutting .Sebuah kesempatan bagi Anda untuk bergabung dengan perusahaan kami dengan persyaratan sebagai berikut : Kualifikasi: 1 . Pria / Wanita 2 . Maksimum usia 22 tahun 3 . Pendidikan SMA/K Sederajat 4 . Pengalaman dan non- pengalaman 5 . Sehat jasmani dan rohani 6 . Tinggi badan minimal pria : 165cm, wanita : 157cm Lampiran lamaran sebagai berikut : - Fotocopy Ijazah - Fotocopy SKHUN - Fotocopy KTP ...

I'm in need of a highly skilled AI developer with expertise in natural language processing (NLP), computer vision (CV), and machine learning. The core objective of the project is to develop an AI-based recommendation system. Key Tasks: - Implement NLP techniques - Develop CV application - Integrate robust machine learning algorithms A significant aspect of this project is UI design – specifically the construction of user-friendly dashboards. I am looking at someone who can visualize the machine learning processes and outputs in an engaging manner. Desirable Skills: - Expertise in AI technologies (NLP, CV, ML) - Experience in building AI-based recommendation systems - Proven ability in creating user-centric UI, specifically dashboards.

...15-45, worldwide demographic - Type: Wordmark logo, modern and minimalist - Feel: Exclusive, Professional, trustworthy, cutting-edge - Color Palette: Primary: #EC6A5E, #5156D4, Accent: #EC6A5E (given color palette is preferable, can use any other if you wish) - Typography: Clean and modern sans-serif fonts; should be easy to read - Logo Elements: An element of exclusivity such as a star icon, spark, crown, or any other creative idea you can think of - Iconography: Abstract symbol or icon that represents exclusivity for contributors/audience Deliverables: Colored logo (Icon in gradient preferable) Black logo (single tone) White logo (single tone) Icons (Square icon without brand name, in multiple resolutions) File formats: PNG, .AI The design should be versatile enough to be us...

I'm in need of a skilled professional who can craft a corporate logo and bring it to life with an animated touch. Key Requirements: - Advanced Logo Maker: The project requires the use of an advanced logo maker to create a professional, corporate-style logo. - Logo Animation: The animation video should focus on bringing the logo ...Skills and Experience: - Proficiency in utilizing an advanced logo maker is crucial. Prior experience with corporate branding is a plus. - Proven track record in creating captivating logo animations. Knowledge of motion design principles is highly preferred. It's vital to have a good eye for design, as the logo's corporate style must be maintained throughout the animation. If you have a creative spark and the necessary technical skills, I...

I'm looking for someone skilled in both data science and natural language processing (NLP). The tasks at hand involve sentiment analysis, text classification, and named entity recognition. Key Requirements: - Your experience with sentiment analysis should be strong. - You should have a solid background in text classification and be able to manage a medium-sized dataset. - Experience in named entity recognition is essential for this project. Dataset Details: - The dataset you'll be working with is stored in text files. This is a medium-sized dataset, containing between 1,000 and 10,000 data points. The successful completion of this project will require deep expertise in NLP techniques, a keen eye for detail, and the ability to deliver accurate and efficient an...

I'm in need of a highly skilled AI developer with expertise in natural language processing (NLP), computer vision (CV), and machine learning. The core objective of the project is to develop an AI-based recommendation system. Key Tasks: - Implement NLP techniques - Develop CV application - Integrate robust machine learning algorithms A significant aspect of this project is UI design – specifically the construction of user-friendly dashboards. I am looking at someone who can visualize the machine learning processes and outputs in an engaging manner. Desirable Skills: - Expertise in AI technologies (NLP, CV, ML) - Experience in building AI-based recommendation systems - Proven ability in creating user-centric UI, specifically dashboards.

I'm looking for an experienced developer to create an AI customer service chatbot for my business. You wil...Functionality: The primary function of the chatbot should be to accurately answer customer's FAQs. - Language Support: I am not sure if multiple languages will be required at this stage, but the ability to add this in the future is a plus. Ideal Skills and Experience: - Proficiency in AI chatbot development, particularly for website integration. - Strong understanding of natural language processing (NLP). - Proven experience in developing chatbots that effectively handle FAQs. - Flexibility to potentially add multi-language support in the future is a plus. If you have experience in similar projects and believe you can meet these requirements, I'd be intere...

I am looking for an expert in AI, specifically with fine-tuning experience in Convolutional Neural...Networks (CNN). My primary focus is on improving the accuracy of specific tasks in the field of Natural Language Processing (NLP). Key tasks for this project include: - Evaluate the current performance of the CNN on specific tasks - Implement fine-tuning protocols to enhance accuracy - Validate and optimize the model for our specific dataset Ideal freelancer must have: - Extensive knowledge and experience in Artificial Intelligence - Proficient with Convolutional Neural Networks - A strong understanding of Natural Language Processing - Proven track record with AI fine-tuning. Your core responsibility will be to adapt our current AI model to enhance its task accuracy in an NLP...

I need assistance with an AI project that focuses on Natural Language Processing (NLP). The crux of the project is Sentiment Analysis and therefore, I am in search of a proficient AI specialist with a strong background in this area. Key Skills & Experience: • native places people • 3 month projects. • Ability to work under deadlines while ensuring accuracy. • Strong problem-solving skills in AI-related issues. Your role: • Assisting with the design of an effective sentiment analysis tool. • Fine-tuning results for accuracy. • Assisting with potential issue troubleshooting and resolution. I expect the finished project to be well-designed, efficient and accurate in its readability and interpretation of sentiment from textual data.

...augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app - whisper transformers for stt ttl - AWS S3 bucket for file serving Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) will also be a strong advantage. Your understanding of text generation and the specific functionalities mentioned will be key to the success of this project. If this sounds like a task that fits your skill set, I'm looking forward to your bid.

I'm looking for a talented individual who can help me develop an LLM text model which behaves like a virtual girlfriend. This text model must be engaging in intelli...model can be trained from scratch or, if you have knowledge of current models, adapt it to your needs. - The person must know how to configure the backend of the model to limit illegal content or prohibited dialogue contexts. Ideal skills and experience for this job include: - Proven experience in developing AI-driven chatbots or virtual assistants - Proficiency in natural language processing (NLP) and machine learning - Strong understanding of emotional intelligence and how to incorporate it into AI models - Master Python * If you have any questions, you can write to me and coordinate a test. We will also prese...

I'm seeking an expert in Python for a Natural Language Processing project focusing on text classification of social ...posts. Key Project Features: - The goal is to build a Python coding notebook that can efficiently classify different types of text within social media posts. This will require a deep understanding of NLP principles and techniques. - The project primarily demands the use of Python for its implementation. Ideal Skills and Experience: - Expertise in Python programming is a must. - A strong background in NLP, particularly in the area of text classification, will be highly beneficial. - Prior experience working with social media text data would be a plus. If you're confident in your Python and NLP skills and have experience in text classifi...

...particularly in Natural Language Processing (NLP), who can assist in developing a solution using Python, Vector DB, Neo4j and GPT API. The main goal of this project is to create a sophisticated NLP solution that can work with text data such as documents and emails. Key Requirements: - Strong background in AI/Machine Learning, specifically in NLP. - Experience with Python, Vector DB, Neo4j and GPT API. - Ability to deploy the solution on a Local Server. Your tasks will involve: - Developing an AI/Machine Learning solution using the specified tools. - Ensuring the solution is optimized for processing text data. - Deploying the final solution on a Local Server. Ideal candidates should have a proven track record in AI/Machine Learning projects, especially in the ...

...personal details and then coping the rest of the text into our format. We would want to be able for the AI to use the template we create and it check it each time to make sure we havent updated anything. We would drop the resume / CV into one folder then it would be added to another folder formatted. Ideal Skills and Experience: - Strong background in AI and Machine Learning - Experience in NLP and chatbot development - Proficiency in creating customizable sections for user-friendly interfaces - Understanding of how to analyze user's skills for personalized output Key Deliverables: - Implementation of an automatic template selection feature - Ensuring that the AI adequately analyzes user's skills for template selection - Testing and refining the algorithm to optimi...

I am in need of a developer who can assist me in converting my existing Flask API into an Assistant GPT openai. The ideal candidate will be skilled in Python and GPTs Assistant and have a proficient understanding of Flask APIs. As the project involves converting the API into an Assistant GPT, experience with AI and NLP models will be a huge plus. Please note that there was a technical error in the questions, hence the repeated skips. It is highly important that the converted system maintains the functionalities of the original API while being able to run as an Assistant GPT.

I am looking for a skilled professional with expertise in text analytics, specifically with a focus on word and sentence embeddings for natural language programming....sentence embeddings for natural language programming. Key Tasks: - Utilizing and manipulating word and sentence embeddings for natural language processing tasks Ideal Skills and Experience: - Proven experience in text analytics and natural language processing - Strong background in word and sentence embeddings - Familiarity with tools and techniques for NLP tasks This project is best suited for someone with a deep understanding of NLP and a track record of successful text analytics projects. If you're confident in your expertise and can deliver top-notch results in this area, I'd love to discuss th...

I'm looking for an experienced developer to create a responsive website that can effectively interact with a LLM AI model. This model should be able to provide prompt-based responses to users who interact with it via a chat interface. Key requirements for this project include: - Implementing an NLP AI model: You should have a solid understanding of NLP concepts and be able to integrate this into the website effectively. - Chat interface development: The chat interface should be user-friendly and engaging, allowing users to receive responses to their prompts seamlessly. - Basic customization: Although we seek a simplistic design, the chat interface should still maintain a professional and appealing look. This means including preset themes for customization. We have a mo...

I'm seeking a skilled social media content creator, primarily for Instagram and Facebook. The purpose of the content is to promote a product or service in an elegant and luxurious style. Key Responsibilities: - Craft visually appealing and engaging social media posts. - Edit and create short videos for Instagram. ...Proven experience in social media content creation. - In-depth knowledge of Instagram and Facebook. - Proficiency in video editing software. - Strong understanding of luxury branding and marketing. - Ability to work well under tight deadlines. - Excellent communication skills to understand our brand's vision and translate it into captivating content. If you have a keen eye for detail, a creative spark, and a passion for creating sophisticated content, I'...

I'm looking for an AI expert to help me improve an existing AI model. This project requires full-time engagement to achieve the best results possible. Specifically, I'm looking for someone with experience in Natural Language Processing (NLP). This project will involve analyzing large datasets of text and quotes, in order to develop a powerful natural language processing model. The model should have the ability to classify quotes by sentiment, recognize intent and extract entities from the text. There will also be opportunities to explore new techniques for natural language understanding and machine learning. The right candidate should have excellent problem-solving skills, knowledge of machine learning and natural language processing algorithms, as well as experience wi...

I'm seeking a skilled writer with solid knowledge in basketball, baseball, and National Hock...rivalries. The aim is to illustrate the dynamics of these sports as they've evolved overtime, highlighting remarkable events. Key Requirements: - Must have in-depth knowledge of basketball, baseball, and NHL - Proven experience in sports writing - Ability to deliver work within a month - Ability to analyze and comment on historical data effectively - Excellent storytelling skills, ability to spark reader interest This writer must be passionate about these sports and have a knack for uncovering lesser known facts, bringing to life the excitement and tension of earlier periods. If you're the one, let's create sports history narratives that will resonate with enthu...

...suggestions. 3. **Test Interface**: - A user-friendly interface with AI-generated hints and real-time feedback. 4. **Feedback System**: - An intuitive interface for interviewers with AI-suggested feedback and scoring. ### AI Technologies to Implement: - **Machine Learning Models**: For generating code suggestions, detecting plagiarism, and monitoring behavior. - **Natural Language Processing (NLP)**: To analyze and generate problem statements, hints, and feedback. - **Computer Vision**: For real-time proctoring and monitoring. - **Data Analytics**: For providing insights and optimizing test performance. ...

I have a Python notebook containing well-structured code that effectively translates a sample of a large dataset from English to Arabic. However, the current code cannot handle the entire dataset due to its size. using : model_name = 'Helsinki-NLP/opus-mt-en-ar' Tasks: - Modify the existing Python code in the provided notebook to translate the entire dataset from English to Arabic. - Ensure the translated data is saved in two formats: Comma-Separated Values (CSV), and Apache Parquet (.parquet) - Provide the CSV and parquet files after saving (most run and give results)

I own a beautiful property (house + land) in a fabulous location (North West Ire...have yet to start. I have loads of ideas and I've done loads of research into it. I am very confident it would be a huge success. Your role will be crucial in managing the campaign from the ground up. Tasks: - Kickstart the project from scratch, as it has yet to begin - Set the strategic direction for advertising and promotion, employing out-of-the-box methodologies to generate attention and spark engagement The ideal candidate: - BASED IN IRELAND - Proven experience in executing successful raffle campaigns, particularly focusing on the advertising and promotion aspect - Strong skills in project management, able to efficiently oversee and deliver the campaign duration potentially last...

...Reinforcement Learning Speech-to-Text and Text-to-Speech (and Deep Learning in this Relation) Robotics Limits of AI, Deepfake, and Ethics Practical Guide - Tools ChatGPT for Beginners Image Creation Tools with AI (DALL-E, MidJourney, Assistants - Market Overview) & Computer Vision Data Analysis in Enterprises with AI Python - Introduction and First Overview Additional Books Natural Language Processing (NLP) AI in Healthcare Autonomous Vehicles and AI AI in Finance and Trading Please start your offer with the answer to this question: What is 3+4? In your offer, explain why you are qualified for this project. Ideally, you are either a technical expert with AI knowledge, a writer with a strong AI background, or both. Remember, while ChatGPT can assist with generating content, ...

I'm looking to e...intend to use the ChatGPT API where I'll send text and image data for processing. The desired outcome is a response that can be used to engage with users. Ideal Skills: - **Spring Boot**: A strong understanding of Spring Boot is crucial to ensure seamless integration of ChatGPT within my application. - **ChatGPT API**: Experience working with the ChatGPT API or similar natural language processing (NLP) tools is highly desirable. - **Q&A Functionality**: Knowledge of creating Q&A systems or similar chatbot implementations would be beneficial. The end product I'm looking for is an integrated system where users can ask basic questions and receive relevant responses from the ChatGPT engine. The goal is to make user interaction within the appli...

I have a Ubuntu 22.04 server, currently with spark running perfectly. I want, however, integrate spark with Hive warehouse. In this project, you're required to perform the installing of Hadoop and hive and, after that, update settings in spark so it can connect with hive warehouse properly. You'll be provided with remote access via TeamViewer or anydesk.

I am in need of a skilled copywriter to craft clever and digestible content aimed at educating the general public about a certain technology topic. This is not a hard sell, but an opportunity to expand knowledge and spark interest. Your words need to be clear, engaging, and easy to understand for non-tech savvy readers. The ideal candidate will: - Have a background in technology or a strong grasp of tech industry concepts. - Have proven experience in copywriting, especially with informational and educational content. - Be intuitive in understanding the best way to communicate complex ideas to a general audience. Your mission will be to make an often intimidating subject matter approachable and intriguing. If you have a knack for breaking down complex information into enjoyable...

...Elvis Presley. It's intended for a radio show, so integration with MP3 is essential. Key Requirements: - Conversational AI: The primary aim of this project is to have an AI that can engage in meaningful and charismatic conversations similar to Elvis Presley. The AI should be able to handle various topics and respond naturally to user input. - Natural Language Processing (NLP): It's crucial that the AI incorporates advanced NLP techniques to ensure its responses are coherent, contextually relevant, and sound like Elvis. Ideal Skills: - Experience with creating conversational AI interfaces. - Proficiency in Natural Language Processing. - Familiarity with integrating AI solutions with MP3 platforms. Please include in your proposal your experience with similar pr...

...looking for functionality related to Language modeling and retrieval augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) will also be a strong advantage. Your understanding of text generation and the specific functionalities mentioned will be key to the success of this project. If this sounds like a task that fits your skill set, I'm looking forward to your bid.

...instrumental. - Collaborate with our music and tech teams to refine and enhance the AI’s capabilities. - Integrate the AI system into our existing platform for seamless user experience. - Continuously monitor and improve the AI’s performance based on user feedback and advancements in AI technology. **Requirements:** - Proven experience in AI development, particularly in natural language processing (NLP) and machine learning. - Strong understanding of music theory and lyrical composition. - Proficiency in programming languages such as Python, TensorFlow, and PyTorch. - Experience with audio processing and analysis. - Ability to work independently and collaboratively in a remote team environment. - Strong problem-solving skills and attention to detail. **Preferred Qua...

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I'm in need of an original NLP model that can match the performance of XLNet but with a unique approach. The project is intended to be utilized as part of my BTech project. Key Project Elements: - The NLP model should be tailored for social media data from Twitter, Facebook, and Instagram. - It should be designed to tackle sentiment analysis, text classification, and named entity recognition tasks, similar to XLNet. - The model must be unique in its approach and not a reiteration of XLNet or any existing model. Ideal Freelancer: - Proven experience in creating NLP models from scratch - Extensive knowledge of XLNet and other advanced NLP models - Familiarity with social media data processing - Strong background in sentiment analysis, text classification,...

As part of my btech project, I'm seeking a talented Natural Language Processing (NLP) expert, ideally with strong background in XLNet or similar models, to help me develop a performance-enhanced version of XLNet. Our goal is to employ this model for text classification, specifically focusing on sentiment analysis. Key Job Requirements: - Expertise in NLP and familiarity with XLNet - Strong understanding of text classification techniques - Competency in sentiment analysis The final model must exhibit: - Enhanced performance attributes similar to XLNet - Improved accuracy over its predecessors - Better compatibility with existing systems This innovative model will serve the core purpose of effective sentiment analysis through text classification based on user sentiment...

...detailed analysis of several 3D planner software platforms to compare their offerings and pricing structures. The goal is to provide a comprehensive, visually appealing summary that highlights key features, subscription plans, and costs associated with each software. Scope: Competitors: The platforms to be analyzed include Saninet 3D Planner, MATICAD DOMUS3D, PALETTE CAD, TILE LOOK, VISOFT, and SPARK VISION. Data Collection: Extract detailed information from the competitors' websites, focusing on: Price Features Customer Support Compatibility Cost Type of Subscription What is included in each type of subscription 3D Modeling Costs: Gather information about the costs associated with 3D modeling for new products, including the data required for the modeling process. Requirem...

...functionalities, integrate AI components, and implement NLP techniques. Additionally, I'm looking for a talented Software Developer proficient in Python, Java, JavaScript, and C#, who has experience in chatbot development, both Front-End and Back-End Development, and API Integration. Ideal Skills: - Proficiency in Python, Java, JavaScript, and C# - Experience in Front-End and Back-End Development - Familiarity with Dialogflow and Microsoft Bot Framework - Strong knowledge in AI, Machine Learning, and NLP - Previous experience in chatbot development Roles and Responsibilities: - Develop and train machine learning models for chatbot functionalities - Integrate AI components into the chatbot for automated decision-making - Implement NLP techniques to...

I am in need of ...model will analyze are photographs. The model should be specifically designed to handle and extract text information from photos. Ideal Skills and Experience: - Experience in training AI models, specifically in the area of image to text conversion. - Proficiency in deep learning frameworks and tools, such as TensorFlow, PyTorch, or similar. - Strong knowledge of natural language processing (NLP) techniques. - Proven track record of achieving high accuracy levels in AI model training. I'm looking for a professional who can help me with this project, providing training, testing, and optimization for the AI model to ensure it meets the required standards. If you have the right skills, experience, and commitment to high accuracy AI training, I'd lo...

As part of my urgent project, I'm looking for an AI developer proficient in automatic scoring an...writing sections of the IELTS exam - Identifying areas of improvement for each test-taker - Providing detailed individual feedback - Including evaluations for reading and listening sections For success in this project, familiarity with Natural Language Processing (NLP), Machine Learning, language testing, and proficiency in various AI programming languages is essential. Previous experience in educational AI software development such as automated grading systems will be highly regarded. Required Skills: - AI development - NLP and Machine Learning - Knowledge of IELTS exam - Proficiency in AI programming languages Let's discuss further if you can deliver this mul...

For article I need a Technical Writer to support me in documenting the methodology and results/conclusi...specifically in Natural Language Processing - Strong technical writing skills, with a background in documenting methodologies and results in the field - Ability to understand and interpret Python code in the context of NLP - Experience in conducting evaluations and drawing conclusions from NLP projects The main objective of the Python code is not specified, but the writer will need to make sure the documentation is comprehensive and covers the methodology used, the results achieved, and the conclusions drawn. The successful candidate will need to work with me to understand the code and the NLP task it is being applied to, in order to create an accurate and informa...

I'm working on a Python project that involves ML and NLP. The code currently has a number of errors that need to be rectified. Key Points: - The errors are a mix of syntax, runtime, and logic errors. This will require a comprehensive understanding of Python and how it works within the context of ML and NLP. - The code utilises TensorFlow and Keras for the ML components. Experience with these libraries are essential to identify and fix errors. - The input format for the code is text data, so experience in handling and processing this kind of data is necessary. If you're a Python expert with experience in ML, NLP, TensorFlow and Keras, and you're confident in your debugging abilities, I'd love to hear from you.

...analizar la información sobre las interacciones de los usuarios, con el fin de mejorar continuamente la precisión y la eficacia del asistente virtual. Tecnologías Utilizadas: Lenguajes de Programación: Python, JavaScript, entre otros según las necesidades del proyecto. Frameworks de Desarrollo: TensorFlow, PyTorch, Dialogflow, entre otros. Tecnologías de Procesamiento del Lenguaje Natural (NLP) y Reconocimiento de Voz. Herramientas de Desarrollo de Interfaces de Usuario (ui/ux). Objetivos del Proyecto: Diseñar y desarrollar un totem virtual innovador con capacidades de inteligencia artificial que satisfaga las necesidades y expectativas de los usuarios. Implementar un asistente virtual inteligente que ofrezca respuest...