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    I am looking for an experienced developer to build server application to do real-time fine tuning for Whisper ASR model(tiny), which will provide REST API to the user’s device to train a small set of voice command data for farm automation control. This project will include 1. optimizing whisper’s pretrained data to Korean and Farm automation command set. 2. real time(less than 30 seconds) fine tuning of voice common(less than 5 seconds voice) under AMD Ryzen 9 7950X and GTX4090 system. 3. REST API to user’s device ( upload training data and downloading trained model) if you don't have necessary hardware setup, you can access my on-premise server or we will set up a cloud server for this. The multi-language dataset for Korean is not provided in huggingface but...

    $549 (Avg Bid)
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    16 bids

    ...Moreover, in many cases, it is an important attribute that customers use to assess the product size before purchasing. However, measuring the length of a product manually can be time-consuming and error-prone, especially for large catalogs with millions of products. You will have access to the product title, description, bullet points, product type ID, and product length for 2.2 million products to train and test your submissions. Note that there is some noise in the data. Task You are required to build a machine learning model that can predict product length from catalog metadata. Dataset description The dataset folder contains the following files: : 2249698 x 6 : 734736 x 5 : 734736 x 2 The columns provided in the dataset are as follows: Column name

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    Need a VA to do tasks for my agency, I will train you and show you what needs to be done.

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    What is the main focus of your startup? Both technology and social impact Which stage is your startup currently in? Development stage What type of support are you seeking for your startup? Technical expertise ********Must be spanish speaking or have the ability to train the model on spanish data************ ******** This is a partner position, equity offered in Startup****************

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    ...you to help me by posting a screenshot of how to do a certain task in azure machine studio classic. I have about 20 questions and I can pay $50. I’m a very beginner in azure machine learning studio classic. I m working on a project and I just have few questions. So I have may be 25 questions. I can pay $50 if you can answer my questions. For example : I have a dataset that has data that I want to train the model to study and then I have results in the same column. How can I tell the model to study these rows and the answers are in these rows. These are the types of questions. I just started using azure and I don’t have enough time to take a complex course....

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    I am looking for someone who can train me to work in the spring Boot field. Kubernetes, Jenkins, Git

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    ** I WILL DECLINE AUTO-BOT OFFERINGS FROM PEOPLE THAT DONT READ THE PROJECT DESCRIPTION ** Opportunity for you to help us train a machine learning model that can classify visual patterns in newspaper articles. We need someone to create a command-line tool (using Python, Java, or other suitable programming language) that can detect the coordinates and regions of each article within a given newspaper page. This tool will be based on a large dataset of PDF/JPG newspaper pages that we will provide. To give you an idea of what we're looking for, we've attached some sample newspaper pages that illustrate the kind of visual patterns we're interested in. Your tool should be able to analyze these pages and generate an output in JSON format (or XML) that specifies the coordi...

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    I am looking for an experienced developer to build server application to do real-time fine tuning for Whisper ASR model(tiny), which will provide REST API to the user’s device to train a small set of voice command data for farm automation control. This project will include 1. optimizing whisper’s pretrained data to Korean and Farm automation command set. 2. real time(less than 30 seconds) fine tuning of voice common(less than 5 seconds voice) under AMD Ryzen 9 7950X and GTX4090 system. 3. REST API to user’s device ( upload training data and downloading trained model) if you don't have necessary hardware setup, you can access my on-premise server or we will set up a cloud server for this. The multi-language dataset for Korean is not provided in huggingface but...

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    You should have a male tenor or tenor 2 range. Record 200-400 song sections unattended while listening to a track. Pay rate is $15 per song, minimum $3000,or more depending on how many songs are needed. Your voice syllables will be modeled for computer-created speech. The project will require about 15-20 hours of recording time on your own depending on your efficiency. Must have good home recor...on your own depending on your efficiency. Must have good home recording setup. Pay is by the song. Get custom auditions Yes Script for custom audition Demos not accepted. You must record the just the first verse and chorus of 2 of the following songs, a capella. Do not mix your voice with the backing track: Sucka - Jonas Brothers, As it Was - Harry Styles, Babylon - David Gray, Say Goodbye by ...

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    Trophy icon Dog Training Logo Needed Ended

    RESTARTING THE CONTEST I am looking to have a logo designed for my dog training business. The business name is Obedient K9 Academy. The concept is a school for dogs where we train them to learn. Here is my instagram for more inspiration @obedient_k9_training

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    ...dashboard using Excel VBA or Google Sheets Work with stakeholders to identify key metrics and develop data visualization tools to display progress Automate data collection and analysis to ensure real-time updates on project progress Develop macros and scripts to streamline data entry and analysis Collaborate with other departments to ensure the dashboard aligns with company goals and objectives Train users on how to use the dashboard effectively Troubleshoot and provide technical support as needed Qualifications: Minimum of 3 years of experience in Excel VBA or Google Sheets development Experience designing and developing complex spreadsheets and dashboards Strong analytical and problem-solving skills Ability to automate data collection and analysis using macros and scripts Exc...

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    ...dashboard using Excel VBA or Google Sheets Work with stakeholders to identify key metrics and develop data visualization tools to display progress Automate data collection and analysis to ensure real-time updates on project progress Develop macros and scripts to streamline data entry and analysis Collaborate with other departments to ensure the dashboard aligns with company goals and objectives Train users on how to use the dashboard effectively Troubleshoot and provide technical support as needed Qualifications: Minimum of 3 years of experience in Excel VBA or Google Sheets development Experience designing and developing complex spreadsheets and dashboards Strong analytical and problem-solving skills Ability to automate data collection and analysis using macros and scripts Exc...

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    Translation into FR and IT - the text about Steam Train 2.5D Puzzle

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    We are looking for Dutch or French or German Speakers residing in Belgium to read and record short sentences using our Appen Mobile application. In this project, Appen collects voice data to train and develop artificial intelligence algorithms. Your audio recordings will be used to improve voice recognition technologies. Project Description: Your session contains a total of 800 short sentences that you must read on a screen and record using the Appen Mobile smartphone application. You just have to follow the sentences written, it is not necessary to create your own sentences. Example of a sentence you will need to read: “Ok Alexa, I need directions to work”. Task Duration: Each sentence will take an average of 3-6 seconds. In total, for the 800 recordings, please ...

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    I am looking for a Windows Server and Microsoft 365 expert to assist with testing backup software. The primary goal of this project is to find any bugs or errors in the software to help train our tech team. The ideal candidate would have intermediate expertise in this area. This project will be ongoing and we are looking for someone who can commit to working with us over time. The skills and experience required for this project include: - Windows Server and Microsoft 365 expertise - Strong understanding of backup software - Experience with functionality, performance, and security testing - Ability to work collaboratively with a team - Strong attention to detail and ability to identify and troubleshoot issues effectively. start your bid with 'tech'

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    ...looking for a talented and experienced GAN Network Developer to join our team. The ideal candidate will have a strong background in machine learning, computer vision, and deep learning. As a GAN Network Developer, you will be responsible for designing and implementing GAN models and training them to create generative images. Responsibilities: Design and implement GAN models for image generation Train GAN models using large datasets to generate high-quality images Optimize GAN models to improve their performance and efficiency Collaborate with other members of the team to integrate GAN models into larger systems Stay up-to-date with the latest developments in GAN networks and image generation techniques Qualifications: Bachelor's or Master's degree in Computer Scien...

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    SEO SPECIALIST JOB -TO CONDUCT SEO ON WEBSITE - TRAIN A MEMBER OF THE TEAM TO SPREAD THE WORKLOAD - Ai use - BLOGGING (YOU DO NOT NEED TO WRITE THE BLOGS) - 5DAYS PER WEEK 7HOURS - 1 DAY 4 HOURS Preferably with software background SALARY 110 - 150SD / MONTH RISING TO 500+ USD / MONTH AFTER 7 MONTH UPON EXPERT SERVICES RENDERED PLEASE GET IN TOUCH. Telgram: saracendoesit

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    Every Month 1 Full Session at Hotel, 1 Session at our Office. For 3 Months. In Full session will do some games, and other, we provide food to the staffs. Total strength of the staff is less than 15.

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    I'm looking for an experienc...provide timely solutions according to customer specifications. Scope: - Understand our business requirements and design SharePoint solutions that meet our needs. - Create our custom work flows on Microsoft SharePoint and Forms. - Automate workflows, data management, and reporting needs. - Use Power Apps to create suitable apps for automating tasks. - Document and present solution design to us. - Train our team on how to use SharePoint solutions. - Troubleshoot issues and provide timely solutions according to our specifications. If you think that you have the qualifications and experience needed to successfully complete this project, I invite you to apply. This is an excellent opportunity to demonstrate your skills and expertise and to earn a co...

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    USA Applicants encouraged but not required! We're looking for a reliable person WHO IS VERY COMFORTABLE TALKING ON THE PHONE AND WRITING WITH EXCELLENT GRAMMAR. Candidate should be in the United States or Philippines or islands near USA to train for ongoing daily customer service work, including talking to prospects and customers on the telephone and assisting them with use of our company's products/services. Position is as an independent contractor so you must have your own reliable computer, internet, headset, quiet work environment, etc. Applicant must have EXCELLENT English communication skills, both verbal and written. Such includes having excellent grammar and 45+ wpm typing abilities. Please do not apply if you cannot write and speak English VERY well. You will be ...

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    I have an image dataset on kaggle and a (not yet working) jupyter notebook to train an object detection model via the TF models repository. The dataset contains images that have exactly one object in it. Therefore, no bounding boxes exist. The model should detect many objects in an image. I am looking for someone to edit that code in Python for a Jupyter Notebook that uses Tensorflow Object Detection. I need the model to be trained, but my timeline is flexible. You should be an experienced programmer, comfortable writing in Python and knowledgeable about Tensorflow and Jupyter Notebooks. With an kaggle account, you can run it asynchronously and no need to run it on your own machine. You can either edit my notebook or create your own.

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    I'm looking for an experienced data scientist to help train a deep learning model using Chatgbt4 on my documents and data. The desired model should be text generation with an accuracy range of 80%-90%. I already have the necessary data available and will provide it upon request. This project requires someone who is highly knowledgeable in data science and AI models and who is comfortable working with text generation, classification and object detection. The successful candidate will have strong data science skills and will be experienced in model prototyping and deploying models to production. This is an exciting and rewarding project; the successful candidate will help me reorganise my data on the Chatgbt4 platform, and make possible the preparation of new proposals and...

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    I need assistance training a ChatGBT4 model on my documents. The documents that are required to train are text documents, some spreadsheets and a few images. I will be providing my own documents, and I need to train on more than 50 of them.

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    ...the Subreddit Mods. You'll have to post in all chosen Subreddits every day and track the posted content. You'll have to engage with people on Reddit by replying to DMs and comments from followers on Reddit properly (no spam messaging) Your goal is to lead people on Reddit to the Model's OF account. Requirements & job details: - Experience with promoting OF models on Reddit. We might be able to train you if you're committed to work and understand how Reddit works. - Needs to be able to get the models verified quickly (1-3 days max after receiving verification pictures) - Needs to post on 10-20 subs manually every day and on 50-100 subs with an auto post scheduler like SocialRise Postpone. - Needs to be very organised and careful when posting on multiple su...

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    I am looking for an experienced developer to build server application to do real-time fine tuning for Whisper ASR model(tiny), which will provide REST API to the user’s device to train a small set of voice command data for farm automation control. This project will include 1. optimizing whisper’s pretrained data to Korean and Farm automation command set. 2. real time(less than 30 seconds) fine tuning of voice common(less than 5 seconds voice) under AMD Ryzen 9 7950X and GTX4090 system. 3. REST API to user’s device ( upload training data and downloading trained model) if you don't have necessary hardware setup, you can access my on-premise server or we will set up a cloud server for this. The deliverables should be available via github and implemented on the a...

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    The project description is: Train one dataset and create a model. Use that model to predict other datasets. The data cannot be mixed as we are only going to use one dataset for training. A model must be createdfor testing. We want to deep learning and also Random Forest and Decision tree. We will also need to use some feature selection algorithms such as ANOVA or CART or some other for selecting he features. I also need visualistion of the various performance statics such as the AUC and confusion matrix etc..

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    I am looking for an experienced developer to build server application to do real-time fine tuning for Whisper ASR model(tiny), which will provide REST API to the user’s device to train a small set of voice command data for farm automation control. This project will include 1. optimizing whisper’s pretrained data to Korean and Farm automation command set. 2. real time(less than 30 seconds) fine tuning of voice common(less than 5 seconds voice) under AMD Ryzen 9 7950X and GTX4090 system. 3. REST API to user’s device ( upload training data and downloading trained model) if you don't have necessary hardware setup, you can access my on-premise server or we will set up a cloud server for this. The deliverables should be available via github and implemented on the a...

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    We are looking to integrate ChatGPT with WhatsApp Business to enable automated responses to customer inquiries. We seek a professional who can establish this connection and guide us on how to train the system effectively.

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    ...services, specials, answer questions, and book appointments. The solution should be built using ChatGPT, and we are looking for a POC to be created within 2 weeks. Responsibilities Create a POC using ChatGPT that will allow us to test the solution Integrate the solution via API / Web hooks with our CRM (GHL - Go High Level) and eventually build our own UI and/or integrate with other solutions Train the solution using provided FAQ, generic info, and conversation samples to enable it to learn and adapt to new interactions Requirements: Strong experience in AI, ML, and ChatGPT Ability to build a conversational solution autonomously from any platform Experience with integrating solutions via API / Web hooks Familiarity with CRM systems such as GHL Ability to work collaboratively wi...

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    ...looking for a talented and experienced GAN Network Developer to join our team. The ideal candidate will have a strong background in machine learning, computer vision, and deep learning. As a GAN Network Developer, you will be responsible for designing and implementing GAN models and training them to create generative images. Responsibilities: Design and implement GAN models for image generation Train GAN models using large datasets to generate high-quality images Optimize GAN models to improve their performance and efficiency Collaborate with other members of the team to integrate GAN models into larger systems Stay up-to-date with the latest developments in GAN networks and image generation techniques Qualifications: Bachelor's or Master's degree in Computer Scien...

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    I am looking for a software developer who can create a software for searching, using knowledge graph embeddings. I prefer the use of Python as the programming language for this project. As for the type of knowledge graph embeddings to be used, I am not sure and would appreciate suggestions from the developer. There is already an implementation of the model using the knowledge graph, need to train the model using a dataset containing a list of scientific papers and predict relevant papers. The project involves creating a basic GUI used to search for scientific papers built using knowledge graphs. Ideal skills and experience for the job include: - Proficiency in Python programming language - Knowledge and experience in working with knowledge graph embeddings - Ability to suggest an...

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    I am looking to hire an individual who can serve as a Trainer English Accountant. The primary goal of this position is to teach English accounting principles to clients. The successful candidate must have experience in this area in order to train those seeking to increase their learning and understanding about the field. The position is for a Trainer qualified in English. Candidates should have working experience in teaching, preferably in the accounting field. Experience in the field is also preferred. The candidate should be able to communicate effectively to explain financial accounting concepts and be able to help students learn how to use their accounting skills in the field. We seek a qualified individual with the skill set to explain financial and accounting principles to ...

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    ...a strong background in natural language processing (NLP) and machine learning (ML) and can develop chatbots that can accurately answer users' questions and provide personalized assistance. Responsibilities: Develop AI chatbots that can understand natural language and provide helpful responses to users' queries Design and implement chatbot conversation flows based on user intents and entities Train chatbots using ML algorithms and fine-tune their performance to improve accuracy and effectiveness Integrate chatbots with various platforms, including websites, mobile apps, and social media Test and debug chatbots to ensure they are functioning correctly Provide ongoing support and maintenance for deployed chatbots Requirements: Bachelor's or master's degree in ...

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    ...tenants with an opportunity to relax, socialize, and recharge. The recreation area should include comfortable seating, a television, and games such as foosball or ping pong or carroms. Reception+Visitor Seating: A reception area that provides a welcoming and professional entrance for tenants and visitors. The reception area should include a reception desk, visitor seating, and access to a community bulletin board. Suggestions - Cost effective (very important) - Use existing elements of the space such as ceiling - Add green (use plants) - Use colors - Mix it up Attachments - Floor Plan - Photos Deliverables - Conceptual design: Floor plan, 3D rendering - Rough Budget estimate - Submission deadline - 2 weeks Note: This is for a project based in Kerala, India. This wil...

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    I am looking for a freelancer who can help me with a project that involves searching for scientific papers using knowledge graphs. I would prefer the project to be completed using Python programming language. There is already an implementation of the model using the knowledge graph, need to train the model using a dataset containing a list of scientific papers and predict relevant papers. The project involves creating a basic GUI used to search for scientific papers built using knowledge graphs. For further information send a message to get a detailed explanation. Ideal Skills and Experience: - Strong proficiency in Python programming language - Familiarity with knowledge graphs. - Experience in searching for scientific papers using knowledge graphs - Knowledge in the field of sc...

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    ...medical practice is unique, and we tailor our services to meet your specific needs. Whether you are a small clinic or a large hospital, our flexible solutions are designed to fit your requirements, helping you achieve your financial goals. Cost Savings: Outsourcing your medical billing can significantly reduce your overhead costs. You no longer need to invest in expensive billing software, hire and train billing staff, or deal with employee benefits and payroll. Our cost-effective outsourcing services provide a scalable solution that can save you time and money. Focus on Patient Care: By outsourcing your medical billing to us, you can free up your time and resources, allowing you to focus on providing quality patient care. Our efficient billing processes help you minimize billi...

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    I am looking for an experienced QA automation trainer to join my team. The ideal candidate will to train candidates on JAVA/QA automation/QE on a part time basis. The candidate should be flexible with timings and should have good communication skills along with an experience of working in the same field

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    ...users to upload a large number of files to a file storage system. It utilizes the Pinecone/Vector database to index the uploaded files and leverages the GPT API to perform queries against the indexed files. The main objective is to develop an efficient coding structure for LangChain and GPT coding utilizing pinecone/vector DB. To achieve this, I need the assistance of an expert to customize and train the model for my particular use cases. Additionally, I would like to work closely with the programmer to ensure that the coding language meets the required standards. If you possess the necessary skills and experience to assist me, please do let me know so that we can discuss the project in further detail. I will require the work to be done together over Zoom or Anydesk or other re...

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    I am looking for a freelancer who can deploy a machine learning model for our digital hiring product. The ideal candidate will have experience with text data and be proficient in Python programming language. The project will involve working with large amounts of data, so experience with handling big data is preferred. The free...a machine learning model for our digital hiring product. The ideal candidate will have experience with text data and be proficient in Python programming language. The project will involve working with large amounts of data, so experience with handling big data is preferred. The freelancer should also have experience with deploying models on cloud platforms such as AWS. Model should be able to train based on 50-100+ resumes of candidates. Must be based in I...

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    Do not submit a proposal unless you have had experience doing responsibilities for a similar company. Job Summary: The SEO specialist is responsible for implementing and managing search engine optimization (SEO) strategies to improve the visibility and ranking...including link building, to improve website ranking and visibility. • Monitor and analyze website traffic and user behavior using web analytics tools, such as Google Analytics. • Identify and implement improvements to website structure, navigation, and user experience to improve SEO performance. • Monitor and report on SEO performance, including keyword ranking, traffic, and conversion rates. • Train and mentor staff on SEO best practices and techniques, and delegate tasks as appropriate to ensure the te...

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    ...latest version (5.3.1). Leptonica should also be built from source separately from Tesseract, as there will be a version of Tesseract with Leptonica and Leptonica separately from Tesseract. To build the programs, I want to use only SW software and Microsoft Visual Studio with no other programs installed. The program should be built on a Windows computer. In addition, I need to be taught how to train Tesseract and I must test the training tool to ensure it is working. The installation process should be similar to what is contained in the following video: I have attempted to follow these steps but have been unsuccessful, so I need someone who understands this process well. I have a few autohotkey scripts that use Tesseract OCR, and I'm requesting

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    Virtual Part-time Assistant About Us We are a Series-A startup solving the biggest problems Indian Railway passengers face on a daily basis – quality of food in trains and waitlisted train tickets. Our team consists of 3 Founders from IIT, IIM and ISB. To know more: (mobile only) What will you get? Role type: Part-time, shared resource Location: Remote (prefer Mumbai based candidates) Compensation: Upto 15k per month What will you do? Scheduling appointments and managing calendars Responding to emails and phone calls Manage travel arrangements Data management Event planning and coordination Online research to find, compare products & services Vendor negotiation & management Managing and arranging gifting, pick-up and delivery Document management & form filling...

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    ...sponsored displays and sponsored brand campaigns. As a unique bonus opportunity, you will be attending our upcoming courses and training, offered exclusively to our team members. You will have the chance to help us create advertising teams, get certified by international organizations we collaborate with, and enhance your career prospects. Additionally, you will have the opportunity to mentor and train individuals, sharing your expertise and contributing to their professional growth. Responsibilities: 1. Develop, manage, and optimize Amazon PPC campaigns - Perform comprehensive keyword research and create targeted campaigns - Manage bulk operations to efficiently scale and maintain campaigns - Analyze campaign performance and implement data-driven optimization strategies - Co...

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    ...SAME typography as shown within the reference attachments. Use this as a reference as to what type of detail thumbnail we're after. DO NOT COPY THE THUMBNAILS AND MODIFY - THIS IS ONLY A REFERENCE. The only part of these references that you need to replicate will be the typography font. The task is simple, we're after 2 thumbnails: How To Beat Bullet Train + How To Beat Everything Everywhere All At Once. Here's the Wiki link for Bullet Train for convenience on the film: (film) Here's the Wiki link for Everything Everywhere All At Once for convenience on the film: The lettering will be uppercase and both thumbnails need a representation of the artwork from their own corresponding films

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    Production company looking to hire an IT consultant in order to train a non-tech-savvy senior citizen who is a subject in an upcoming documentary production. Said contractor would need to be comfortable appearing on camera as part of the scene within the production. We're looking for someone who is comfortable coaching a non-savvy user in basic smartphone device use: navigating apps, communicating via social media etc. This will be for a half day of work or less on one day between 4/24-4/27 with the exact date & time TBD. The shoot will take place in Los Angeles. We're looking for real qualified professionals as this is for a documentary (not fictional).

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    ...work for 1 month contract only. must possess the following skills: - wordpress cms - know what is good design so can approve or reject designer banner Job scope - GA setup for all web and app - GA report in a list (google sheet) - Tell me and explain to me 1 SEO tools weekly - offpage seo to post in high ranking website and record it down in google sheet - search competitor and do a report - Train a new guy hire by me. - Assign data entry a job to help you. - Assign content writer to write something about long tailed keyword after your research. Rules of work. - work full time 5 days per week, 6 hours per day (24 day per month) - hire in freelancer.com only. Why work with us * permanent job. * recruit your team after you success in any website ( we pay for your team) ...

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    Vividoptimizers have permanent full-time opportunities and the schedule we are currently hiring for is 5 days a week with a rotational schedule between the business operating hours of: Monday to Sunday: 7am to 9pm CDT. Successful candidates must be available to start. Actively looking for applicants for a Completely Remote Position. Train from home and work from home. We offer PAID TRAINING, and a COMPETITIVE SALARY. Eligible for bonuses and full commission Successful candidates must provide and use their own equipment. As a condition of employment, the device must meet the requirements. Interested applicants are required to provide proof of minimum specs (outlined below) by attaching their validated completion. The device must: Support Windows 10 (1803 or higher) Have at le...

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    I'm looking for a booking system for Indian railways tickets. I need to book tickets online, in Sleeper class, efficient enough to provide me with a Tatkal ticket when I need one. I am also looking for a reliable phone number I can call to make the booking. The number I have is [Removed by Freelancer.com Admin for offsiting - please see Section 13 of our Terms and Conditions] for train ticket and tatkal tickets. This schedule should be convenient and user-friendly. I would like the ability to compare different times and prices, as well as get an estimate of the time it will take to travel from A to B. The booking process should be straightforward and hassle-free, with easy payment options. Moreover, I should be able to track the progress of my booking as well as save and mana...

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    Hello, I need the help of someone knowledgeable about NLP & transformers. I have a dataset to summarize texts. I want to make a transformers model on it to summarize the texts Without contributions or great work! I have the code for every part of the TensorFlow library with measurement Rouge1 Rouge3 RougeL RougeSum loss validation & loss train. I have an initial dataset available, so the task is to utilize this dataset to help craft the AI model. Please, I don't have much time, and if you are not good enough, don't put in an offer for me. The specified amount does not exceed $100. The period does not exceed seven days.

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    The Global Acupuncture Project (GAP) has been working in Uganda since 2003. (More recently we have expanded into Mexico; see as well as our group and page on Facebook). We train healthcare providers how to use a simple form of acupuncture to provide treatments to those who have limited to no access to healthcare. The challenge is to maintain an adequate supply of needles and other treatment-related supplies. Until we get the Uganda Ministry of Health to agree to purchase these supplies, GAP has to to do it. As a volunteer-run, nonprofit organization, we rely on donations for the funding of the trainings and the purchase of supplies. Currently, our Trainees in Uganda have nearly run out of supplies, and so we need to raise $5000 to purchase them. One idea is to use

    $332 (Avg Bid)
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