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    2,000 spam detection using machine learning jobs found, pricing in USD

    I'm seeking a skilled content writer with expertise in SEO and familiarity... - Knowledge of SEO best practices and ability to optimize content accordingly. - Experience in creating engaging, informative, and unique content using ChatGPT. - Capability to work with feedback and make adjustments as necessary to align with our brand voice and SEO goals. **Deliverables**: - An SEO-optimized article of approximately 1200-1500 words using the identified LSI keywords. - Documentation on the process used for keyword extraction and content optimization. Candidates should bid only if they are confident in their ability to deliver high-quality work within the specified timeframe. I look forward to reviewing your proposals! Using this method at:

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    I'm looking for a proficient expert to assist in implementing deep learning with Nvidia and federated learning. This project involves: - Implementing federated learning techniques to enhance model accuracy using NVIDIA - Managing a medium-sized dataset for the training process. Ideal candidates should have experience in implementing deep learning models, particularly with Nvidia hardware. Experience with federated learning and handling medium-sized datasets would be a significant advantage.

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    I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that's nowhere el...

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    I'm facing an issue with my WooCommerce product category URLs not displaying the products. I'm looking for a WooCommerce expert who can resolve this problem. Key Tasks: - Investigate and identify the root cause of the issue - Fix the problem with the product category URLs not populating with products Ideal Candidate: - Experience in working with WooCommerce - Familiari...identify the root cause of the issue - Fix the problem with the product category URLs not populating with products Ideal Candidate: - Experience in working with WooCommerce - Familiarity with resolving issues related to product categories - Strong problem-solving skills and attention to detail Feel free to ask any additional questions if needed. Add Woocomm23 to your bid or it will be con sidered spam...

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    I'm seeking a skilled blockchain developer with expertise in Solidity programming and Ethereum Virtual Machine (EVM) for the development of a decentralized application (dApp) with DeFi functionalities. We want to build this: With some changes: - colors, branding - different EVM blockchain (Base) I have the codebase, and the contract. What I need is: - for you to modify codebase for new contract, and new design. - host it (on Netlify, or something similiar if you think it is better). Or explain me how to host it. - assist me with testing on testnet.

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    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 dashboar...

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    I am running a Docker container on my local Linux machine. Recently, I made some network settings modifications and since then, the container is not restarting. When I attempt to restart it through Portainer, I am getting a 404 error. Key tasks include: - Investigating the network settings I've made and how they might be stopping the container from restarting. - Resolving the 404 error in Portainer so I can restart the container without issue. - Providing a brief explanation of what went wrong and how it was fixed, for my own understanding. Ideal candidates should have: - Proficiency in Docker, particularly managing containers and network settings. - Familiarity with Portainer, able to diagnose and fix common errors. - Strong troubleshooting abilities to understand and resolv...

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    I need an animator to help create educational content for preschool children (ages 3-5) which encompasses all subjects with a spotlight on rhymes. The primary objective is to make learning engaging and fun. Key tasks include: - Designing and animating an entire episode with a heavy focus on rhymes - Incorporating educational aspects within the animation, including math, science, language arts etc. Quality animation, creativity, and understanding of children's psychology and learning patterns are paramount for this project. Ideally, the freelancer should have prior experience in educational content creation for young children and a portfolio showcasing such works. Familiarity with incorporating math, science, and language arts in a child-friendly manner. Plus our prima...

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    ...Storyline expert to create an exciting, interactive game-based learning module targeted at adults. Requirements: - The module should have a moderate level of interactivity, including quizzes and drag-and-drop elements - The content must be engaging and challenging for adult learners, it should be both informative and entertaining - Attention to detail is crucial, the module should flow well and be free from technical errors - You are encouraged to bring creativity and originality to the project, it should not be a standard, uninspired e-learning module Ideal Skills: - Expertise in Articulate Storyline is paramount - Experience in developing game-based learning modules is a major plus - Understanding of adult learning principles and how to make t...

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    I am looking for expertise in React Native. The first module of the application is straightforward: it involves taking a picture and saving it to a local folder. Subsequently, the pictures need to be uploaded to Google Drive or a similar shared drive. The goal is to take pictures, extract data using machine learning and OCR. I can make payments, but they will be small and incremental. Additionally, I am looking for someone proficient in leveraging ChatGPT and other AI/LLM development tools. Looking forward to your prompt response.

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    I am in need of an articulate storyline expert to help with the gamification of training materials for employees in a specific industry. The pro...gamification of training materials for employees in a specific industry. The project involves: - Integrating moderate levels of interactivity: The training materials should include quizzes and simple interactions to ensure employee engagement and comprehension. These interactive elements should be designed to enhance the learning experience without compromising on the content's clarity. I am looking for an experienced professional with a solid understanding of gamification principles, learning methodologies and the ability to create engaging and interactive content. Your expertise in articulate storyline is crucial to the su...

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    This is for my College final project, I need to develop a simulation of AI based threat detection.

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    To avoid the AI bid, place the sentence at the front of the sentence. "I like popcorn". I'm seeking an AI developer with proficiency in Natural Language Processing and Machine Learning Algorithms to work on a project that primarily involves Image Recognition and Data Analysis. Key Responsibilities: - Develop and implement cutting-edge machine learning models for image recognition. - Create solutions for data analysis utilizing AI technologies. Skills Needed: - Exceptional knowledge in natural language processing and machine learning algorithms. - Proficiency in Python and C++. - Solid understanding of image recognition and data analysis. The ideal candidate will have a proven track record in AI development, particularly in the sp...

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    I am looking for a experience digital marketing specialist for can help manage Facebook and Instagram ads for some of our clients. You will need to have experience in increasing brand awareness and the ability to generate leads, and grow website sales. We are not looking for someone who is still learning, but rather a person who already has the skills and can help bring something to our team. Please mention *SOCIAL* in your bid, and only bid if you are an individual with experience.

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    I'm looking for a skilled email marketer to create and manage a campaign focused on generating leads. Key Requirements: - Experience in email marketing, specifically in the realm of lead generation - Ability to create engaging and effective email content - Proficiency in data analysis and reporting to optimize campaign performance - Strong understanding of email best practices, including CAN-SPAM and GDPR compliance It's important to note that although I have more than 5,000 contacts in my database, I'm looking for quality over quantity. I'm open to suggestions on how to segment and target this large list to ensure the best possible return on investment in terms of lead generation.

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    I'm seeking a skilled programmer to create an engaging dance game on Roblox, targeting 11-15 year olds. Key Requirements: - To create a game teaching various dance moves especially Ballet, Contemporary, Lyrical, Jazz, and Acrobatics (tumbling). - No s...Acrobatics (tumbling). - No storyline is required for the game, focus should primarily be on the gameplay. Ideal Skills: - Proficiency in Roblox Studio and Lua scripting - Experience in creating interactive games for the target age group - Knowledge of various dance forms, particularly Ballet, Contemporary, Lyrical, Jazz, and Acrobatics - A strong grasp of UX/UI to ensure engagement and ease of learning. Looking forward to engaging with passionate game developers who love dance just as much as creating fun, interacti...

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    I'm looking for a seasoned and skilled instructional designer to create an interactive presentation. Our training focus is on enhancing the product knowledge of our intermediate level sales staff. Key Elements: - Interactive Design: The presentation should be engaging and interactive, enhancing the learning experience by incorporating quizzes, scenarios, and other interactive elements. - Product Knowledge: The main aim of this training is to ensure our sales team has a deep understanding of our products, their features, advantages, and unique selling points. - Target Audience: The presentation should be tailored to intermediate level sales staff. It should provide valuable insights and knowledge that can be easily applied in a real-world sales environment. Ideal Skills: - Pr...

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    Need someone to create Php script that can be used to create domain and subdomain using cpanel api

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    Project Title: AI Image Processing for User Face Image with Clothing Overlay I am looking for a freelancer who can utilize AI techn...suitable API for the task. Final Output: - The final output should be a single image that contains the user's face image with clothing overlay. - The clothing overlay should include a t-shirt from a second image and pants from a third image. Ideal Skills and Experience: - Proficiency in image processing algorithms and techniques. - Familiarity with AI technology and its applications. - Experience in using APIs for image manipulation and overlay. - Strong attention to detail to ensure seamless blending of the user's face image with the clothing overlay. Please provide examples of previous projects or relevant experience in image processin...

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    I'm looking for an experienced ML expert...for an experienced ML expert who can help me set up a model for audio analysis. This project is aimed at audio processing, with the goal of predictive analysis, pattern recognition, and potentially fraud detection. Key requirements: - Proficiency in Machine Learning: You should have a strong background in machine learning, particularly in audio analysis. - Experience in Predictive Analysis and Pattern Recognition: The ideal candidate will have experience in both predictive analysis and pattern recognition. - Familiarity with Fraud Detection: While not a must, familiarity with fraud detection would be an advantage for this project. The project duration is estimated to be between 1-3 hours. ...

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    I have an existing Arduino and BBC Micro:bit devices and I'm seeking a skilled freelancer to help me connect them for a home automation project. Key Responsibilities: - Implement a system that can control lighting, monitor temperature and provide security surveillance - Ensure the system can be powered using solar, wind, battery and be connected to the internet. The ideal candidate should have experience in: - Arduino and BBC Micro:bit programming - Home Automation projects - Solar and wind energy integration - Internet of Things (IoT) connectivity - Strong understanding of security surveillance systems Your role will involve setting up a reliable, efficient and user-friendly home automation system. The ability to integrate multiple power sources and ensure the system is in...

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    I'm looking for a dedicated and knowledgeable curriculum developer to cr... Ideal Candidate: - Proven experience in developing vocational training curricula, preferably in the healthcare or wellness sector - Sound knowledge of post natal care, basic nursing, and massage therapy - Excellent research skills to keep the course content up-to-date and relevant - Strong communication skills to create engaging and informative course materials - Understanding of adult learning principles and how to apply them in curriculum development. I'm looking for a candidate who can not only create the curriculum, but also provide guidance on how to effectively deliver the content in a vocational training setting. If you have experience in similar projects, please feel free to shar...

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    As a professional in computational chemistry or biophysics, I'm currently looking for an expert mentor in the field to guide me through various aspects of molecular modeling and simulations. Key Responsibilities: - Provide advanced expertise in Protein structure prediction, Mo...Molecular simulations, Coarse-grain modeling - Proven experience in mentoring or teaching - Excellent communication skills and the ability to convey complex technical information in a clear and concise manner Your guidance will be crucial in helping me deepen my understanding of these topics and improve my practical skills. I'm particularly interested in a structured, systematic approach to learning and problem-solving in the area. Looking forward to finding an experienced mentor to guide me t...

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    ...registration fee. -- NOTE: this position does not currently provide Paid Leave, Health Insurance, Retirement Programs, or other employee allowances. ROLE RESPONSIBILITES -- Conduct engaging and interactive online tutoring sessions for K-12 students within designated hours through personalised learning plans based on students' grade level, needs, and academic goals. -- Utilise diverse online instructional strategies, tools, and resources to create an interactive and stimulating learning experience, adapting when necessary to drive student growth. -- Provide clear and effective instruction, guidance, and feedback to enhance students' comprehension and to inform future tutoring sessions. -- Maintain accurate records of tutoring sessions, including att...

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    SEO Audit tool need to make using google lighthouse Hello, 1, We want to make an SEO audit tool, by the help of integrating the google lighthouse to generate an SEO Audit report. Here is a link to how you can do it. Here is an example how these people have integrated and using google lighthouse to generate reports. We need exactly the same. 2, need an admin panel where admin can add or import the list of the website url,and website owner name , number and email address. So report can generated by the system and keep sending the email pdf report to the owner of the website like its work in front side for this site

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    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 dashboar...

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    I'm seeking to expedite CHSP application process for home care services. The successful freelancer should have the following skills and experience: - Expertise in navigating aged care systems, particularly with CHSP applications. - Extensive knowledge on aged care regulations. - Proven experience in consultancy for home ca...seeking to expedite CHSP application process for home care services. The successful freelancer should have the following skills and experience: - Expertise in navigating aged care systems, particularly with CHSP applications. - Extensive knowledge on aged care regulations. - Proven experience in consultancy for home care services. - Excellent communication and advisory skills. Looking forward to learning from your expertise. Please bid ASAP. Let's m...

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    I'm seeking a talented Android app developer to create a comprehensive educational platform. The app will focus on engaging the user in their learning process through interactive quizzes. Key Features: - Development for Android platform Ideal Skills and Experience: - Proficient in Android app development - Experience in building educational apps would be a plus - Familiarity with integrating interactive quizzes - Strong understanding of UI/UX for educational purposes Your role will be instrumental in shaping a platform that combines educational content with interactive assessments. This is an opportunity to make a significant impact in the field of mobile education.

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    Fixed cost & developers from Uttar Pradesh only . I'm looking for a skilled freelancer who can help me develop a real-time temperature display system using NodeMCU ESP8266. Key Project Requirements: - Integration with 3 or more Bluetooth BLE sensors - Real-time temperature display on an LCD screen - Parsing advertisement data from nearby paired BLE sensors - Data sheet will be supplied for reference Ideal Skills/Experiences: - Proficient in programming with NodeMCU ESP8266 - Experienced in working with Bluetooth Low Energy (BLE) technology - Familiarity with parsing advertisement data - Knowledge of connecting and operating LCD displays This is a fixed cost project with a budget under $100. Please provide your quote for the project, along with your relevant experience...

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    I need a tool that will help me process a large amount of images by cropping them automatically to a landscape format. Project UI Link: Key Features: - Image formats supported: JPEG, PNG - Output dimensions: landscape (width > height) - Automatic detection and cropping of the main subject of the image is preferable or that can be selected as need. Ideal Freelancer: - Proficient in image processing and recognition - Experience with automation scripts - Strong background in image data manipulation - Familiarity with JPEG and PNG file formats. If you have the skills and experience necessary to develop such a tool, please get in touch.

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    I need a PHP script to update an existing PDF file with data from a form. - The purpose is to update information in the PDF file, not generate new ones. - The edited PDF will be displayed once, not saved for future reference. - The data that I'll be entering into the form is a bit more complex than just text. It includes text, images, tables, etc. The ideal freelancer for this project should have: - Strong understanding of PHP. - Experience with PDF manipulation in PHP. - Ability to work with various data types in PDFs. - Attention to detail to ensure the PDF retains its original style, font, spacing, etc.

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    many lesson slides similar to power point created for spelling and reading

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    ...object detection and tracking 3 cameras at restaurants. Your task will be creating AI models with some rules: In the restaurant, there are three areas with cameras: 1) kitchen: staffs must wear hat, food drop on the floor, and food dropped on the floor and pick up for customers 2) cashier: stuff cash into pocket 3) at the door: customers walk in and the time they are seated. - Alerting staff when any tasks compliance aboved (ex: people with no hat, food is dropped, dropped food is put back on dishes to serve customers. Each AI model should provide an immediate visual notification, aiming for rapid response times. Additionally, the system should automatically notify the manager to ensure immediate action. For this project, proficiency in AI programming, particularly around objec...

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    I have a desktop application made using Electron software for electrochemistry experiments and I'm looking for a skilled front-end developer to help with software packaging and COM port detection. Ideal Skills and Experience: - Expertise in Front-End Development, specifically with Javascript and HTML - Experience with Electron software - Prior experience with arduino and python, a bonus - Strong understanding of software packaging in Electron applications The application should be compatible with Windows operating system. I need help fixing certain issues like the selecting the COM Port, the functionality needs to be re-written so that it is performed by Electron's WebAPI rather than Python(current). The start-up image must be the company logo. I need help in ...

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    Educatoon is a pioneering educational company committed to providing high-quality educational cartoon videos for children worldwide. Our mission is to foster learning and development in young minds by delivering engaging content in multiple languages. Currently, we offer educational materials in six languages, including English, Arabic, Pashto, Persian, Urdu, and Dari, with plans to expand to encompass 100 languages in the future. - The main purpose of the site will be to showcase our educational cartoon videos. There won't be nursery and childcare services offered through the website, it's strictly for displaying our work. - Visitors should be able to interact with the site in a way similar to the YouTube Kids platform. This means they should be able to watch the videos ...

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    ...HTML5 and jQuery and REST/API integration • To understand and work with various page-layout and eCommerce plugins and to add images, icons, and vectors that function on desktop- and mobile-friendly web pages • Interest in conducting research and learning new things to overcome challenges • Conducting website performance tests • Monitoring the performance of the live website • Experience optimizing web pages and improving page speed • Collaborate with internal teams to produce software design and architecture • Write clean, scalable code using NET programming languages • Test and deploy applications and systems • Revise, update, refactor and debug code • Improve existing software • Serve as an expert on applica...

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    I require an experienced web developer to build an e-learning web application. The primary audience will be college students. Key Features: - User authentication for security - Course management system for curriculum organization - Progress tracking to monitor student development Learning Resources: - Videos and interactive exercises for active, engaging learning - Quizzes to assess understanding and retention. The ideal candidate will possess a proven track record in web development, specifically with e-learning platforms, and a deep understanding of user experience design for educational purposes.

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    I'm in need of a skilled professional who can set up a custom...responsive across different devices - mobiles, tablets, and desktops. This is crucial for ensuring a good user experience and high engagement. Ideal Skills and Experience: - all the technical tools to ensure that emails get to the inbox - You are ONLY required to send emails to the addresses we send you. - This is not cold marketing, our emails have over 81% user engagement if they don't go to spam. - Possibility to make a mailing starting from 5000 emails at once - Not manual sending of emails - With our one of the most effective email marketing strategies you can easily earn from 1100$ in the first week. You get 25% of every sale. You can earn from $9000 monthly. If you feel you're up to the task, I...

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    ...Experience: - **Game Development:** Proven experience in developing interactive and engaging games, particularly for young children. - **Web-Based Platforms:** Familiarity with creating games for web browsers, ensuring compatibility and smooth performance across various devices. - **Educational Game Design:** A background in designing educational games or content for children, with a focus on language learning. The goal of this project is to create a series of fun and educational language games that can be easily accessed and played by preschoolers on a web browser. The ideal candidate will have a passion for creating high-quality, child-friendly content and a strong understanding of early childhood todevelopment and language acquisition. The language is Aramaic and english we ...

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    I'm seeking a professional to design an educa...presentation. The exact subject or intended audience is yet to be defined, hence versatility and adaptability are vital. Key Responsibilities: - Brainstorming creative educational contents - Creating engaging and educational PowerPoint slides Skills and Experience: - Prior experience in educational content creation - Exceptional PowerPoint and graphic design skills - Creativity and an understanding of learning strategies - Flexibility in subject matter coverage - Able to work with minimal guidance and broad parameters. Your proposal should illustrate your experience in educational content creation and showcase your ability to create an engaging, visually appealing PowerPoint presentation. Please share examples of previous wor...

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    I'm looking for a Turkish language specialist to improve the phrases and sentences us...with a strong understanding of the nuances and idiomatic expressions used by teenagers - Prior experience in localizing or adapting content for language learning purposes - Understanding of game mechanics and how language affects player immersion Key responsibilities will include: - Reviewing and revising the existing Turkish language file in the game - Enhancing the phrases and sentences to be more natural and appealing for teenagers - Ensuring that the language used is suitable for written dialogues or subtitles within the game, to aid language learning The successful candidate will play a vital role in improving the language learning experience for players while helping th...

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    I'm looking to build a website to expand my vending machine business into the online space. The site's main purpose will be e-commerce, aiming to sell our range of product worldwide, with a particular focus on customers in Australia. Key Features: - Showcases our product range: plush toys, bouncing balls, and toy capsules. - User-friendly shopping experience. - Able to process payments in multiple currencies. Ideal Skills & Experience for the Job: - Proven experience building e-commerce websites - Familiarity with international shipping, specifically to Australia - Excellent understanding of user experience design.

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    ...getting the functionality completed. 1). Detailed Time series analysis of a dataset. 2). ARIMA/SARIMA ( handling seasonality) with forecasting. I may be interested in getting more reports created if viable. DATA SCIENCE EXPERTS /ANALYSTS ONLY please. No agencies. I am not making a web site so if your resume is not focused on data science then your bid will most likely be ignored. Spam/placeholder bids will be ignored. A sample python report will be sent with a small bug to show the style we need and to ensure a basic skill level. You'll need to fix the bug! Please explain when applying what you can do to make these reports the best they can be and the number of hours you expect to produce the two. Speed is important so need an imme...

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    ...visibility of my website on a national scale. This project requires: - Generating 400 backlinks per month from domains with a DA more than 20. Techniques for generating these links should include guest posting, social bookmarking, blog commenting, article links, image links, forum links, classified links, and business list links. - Avoiding any websites with gambling or adult content, low-quality, spam, or DA less than 20 in the backlink creation process. Also will not be counted links from same websites (domain) used during previous 2 months (or last 2 monthly reports), links from different subdomains of a same used domain (Ex: and ), similar names of webdomains (Ex.: , , etc) - Creating a unique article of at

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    1 Need to build a website monitoring program to monitor changes in sub-pages of the landing page Detailed requirements: The website needs to have SQL function because batch site monitoring needs to be uploaded. 2 Identify the link to the final sub-page login keyword such as Proxy function and mobile phone UA because mobile phone batch UA is required Multi-thread monitor...monitoring needs to be uploaded. 2 Identify the link to the final sub-page login keyword such as Proxy function and mobile phone UA because mobile phone batch UA is required Multi-thread monitoring 3 Filter duplicates and monitor changes in subpages of the website Set a custom time to refresh the web page 4 Send the new URL of the subpage change to the created group through the telegram machine

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    I'm currently seeking a proficient freelancer in Google Cloud Platform (GCP) who specializes in Infrastructure setup, Virtual Machine management, and Data storage and management. Key Tasks: -Setting up a secure and efficient GCP Infrastructure -Managing and optimizing Virtual Machines -Handling Data storage and management effectively The freelancer needs to have: -Sound knowledge and experience in GCP -The ability to implement advanced automation in GCP Programming Skills: -High-level proficiency in Python -Competency in Shell scripting is necessary This project is for those who are passionate about cloud technologies and eager to help initiate an advanced level of automation within my GCP environment. Please, only those with the relevant skills apply.

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    Machine Design 6 days left

    mechanical designer for fully automatic machine, for open mouth bags

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    I'm looking for an expert to help configure my Cyclecloud HPC cluster. This is a specific project with the following requirements: - Configuring the cluster for machine learning and simulations tasks - Ensuring the cluster can handle large data processing in a timely manner - Implementing efficient resource utilization strategies - Validating the performance of the cluster with real-world workloads The ideal candidate for this role should have: - Proven experience in configuring Cyclecloud HPC clusters - A strong understanding of machine learning and simulation requirements - The ability to optimize resource utilization and improve scalability - Excellent communication and problem-solving skills read the specs: What I would like to do is to set up a...

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    I'm looking for a Python expert who can help me preprocess and normalize a CSV dataset for a machine learning project. Key Responsibilities: - Loading the CSV dataset - Adjusting timestamps - Merging data from a single file - Normalizing the data using Min-Max scaling Ideal Skills and Experience: - Proficient in Python programming - Solid understanding of data preprocessing techniques - Experience with handling and merging large datasets - Familiarity with statistical analysis and machine learning modeling This project is crucial for setting a solid foundation for the subsequent machine learning analysis. The freelancer who takes on this role should be able to execute these tasks accurately and efficiently, with a strong eye for det...

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