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    [Deadline Saturday 5 pm EST] Hello, I am trying to create some supervised models in Python based on this Kaggle data set I have started however struggling to finalize the code; Preliminary Data Exploration: Explore the data, and provide some basic summary statistics and two or three visualizations. Describe/show something interesting and/or surprising about the data. This exploration should not be exhaustive, just a highlight of a few interesting things about your data set. If you need to reduce the size of your data to fit now is the time to do that. Data Exploration: shall include a bulleted or numbered list of proposed specific data explorations you intend to carry out (include visualization). These insights are things that

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    The brandname is CerminBro. Car windscreen repair and replacement. I'm in need of a professional and elegant logo that can be used across a variety of platforms - primarily online, in print and on merchandise. Key Project Requirements: - Design an elegant style logo - Ensure the logo is versatile for use across different mediums - Provide design files and source files for future editing Ideal Skills: - Proficiency in graphic design - Experience in creating versatile logos - Understanding of branding and logo use across different mediums Your creativity will be a great asset here, as the logo should be both eye-catching and adaptable. Looking forward to your proposals!

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    We're looking for experienced female UGC creators to help us showcase our innovative medical scrubs designed specifically for Hijabi/Muslim women. What you'll do: - Create high-quality image and video content for TikTok and Instagram Reels. - Highlight the functionality, comfort, and style of our scrubs. - Share your experiences as a Hijabi medical professional including the challenges you face with regular scrubs (optional). Who you are: - Experienced UGC creator with a strong portfolio. - Based in Kuwait or Dubai. - Bonus points: Registered nurse or doctor with experience using medical scrubs. Note: We understand that some creators may not be comfortable showing their faces. You can still apply! We welcome creative approaches to showcasing our scr...

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    i have a list of 11,000 car part numbers. need to find the image from each one, if you type the part number in google you'll find the image for that part.

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    1. *Data Collection and Analysis:* Gather historical and real-time cryptocurrency market data, cleaning and processing it for meaningful insights. 2. *Algorithm Development:* Utilize Python's machine learning libraries to create predictive models capable of identifying potential trading opportunities. 3. *Risk Management Integration:* Implement risk mitigation strategies within the algorithm to minimize potential losses during volatile market conditions. 4. *Backtesting and Optimization:* Test the algorithm's performance using historical data to refine and optimize its effectiveness. 5. *Live Testing and Deployment:* Gradually introduce the algorithm to live market conditions, continuously monitoring and fine-tuning its performance.

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    I am in need of an experienced Django developer to debug and troubleshoot issues within ...Specifically, I have been encountering issues with the nginx server. Key Responsibilities: - Debug and troubleshoot existing Django project - Resolve issues related to the nginx server Ideal Skills and Experience: - Proficient in Django web framework - Expertise in troubleshooting and debugging Django projects - Experience with nginx configuration and troubleshooting - Strong understanding of database models, views, and templates in Django - Ability to efficiently integrate third-party libraries if necessary Please note that this project is primarily focused on fixing issues within an existing project rather than creating new features. Your ability to quickly identify and resolve problems i...

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    I need to modify the software of the speedometer and DVD touch screen in my Honda Grace 2018 EX. Both are...touch screen in my Honda Grace 2018 EX. Both are currently in Japanese, and I'd like them to be changed to English. The main tasks for the project include: - Changing the speedometer language from Japanese to English - Modifying the software of the DVD touch screen, also from Japanese to English Since I don't have the necessary tools or software for these modifications, I'm looking for a professional who can provide the expertise and tools required to complete this task. Ideal skills and experience for this job: - Proficient in software modification for car devices - Experience in Honda car systems is a plus - Abilit...

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    ...Provision of precise estimates for the identified properties - Use AI (GPT-Vision, Claude Opus, etc...) to analyze listing images and derive more feature data about the listing for the model The ideal candidate will have access to and expertise in utilizing the following data sources for training the model: - Public real estate data - MLS listings - Home sale records - Census data Development should primarily be done in R, and the open source model provided at this link () could be used as a starting point. The successful completion of this project will involve creating a robust and reliable machine learning model that can accurately predict real-estate prices in Butte County, CA. Experience in property valuation models or related fields will

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    Seeking an artist to create a female manga character in a style reminiscent of Chrono Crusade's Rosette (for face). See the "Art_Request" attachment for example of what I want to receive for this request. I only need a front, back and side. Intention is to make a 3D model from this 2D art. I will be making the 3D model, just need the 2D manga art. No color. Just black and white inked drawing just like traditional manga. Female character 23 years old Outfit should be the same as shown in attached files Hair should be the same as shown in attached files

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    I'm seeking a professional capable of driving immediate revenue and setting up sustainable income streams for my e-commerce website. - Revenue Models: - I aim to create generational income, rather than focusing on one-time sales. Your task will be to: - Create and sell digital products - Build a loyal customer base for repeat purchases - Implement successful affiliate marketing programs - Expertise Required: - Proven experience in e-commerce revenue generation - Proficiency in setting up and managing digital product sales - Strong track record in customer retention strategies - Successful implementation of affiliate marketing schemes If you have the right skills to drive revenue and set up sustainable income streams, I'm excited to...

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    I'm in need of an experienced 3D modeller who is proficient in Autodesk Revit. My project requires: The Conversion of 3D laser scans with BLK360 into high quality, detailed Revit models. The objects is the survey of information of a structure of 335m2 in plan made up of two levels, the first level consists of a structure of 6 columns that are part of a system of frames resistant to moments, on an articulated base. On the second level there are two structures to support the air coolers, in each one there are 4 fans and they are made up of 15 columns working in a system of gantries with concentric braces. The information that the survey must contain is: Geometry, profiles, connections, gas pipes, equipment or elements that may present interference in case of reinforcement. The...

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    I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and well-commented code.

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    I need a striking and insightful billboard design to feature my Scalp Micropigmentation business. The design shou...loss) - Contact information - Must also include: UK's leading Scalp Micropigmentation Centre & Academy now in Cyprus - Scalp Micropigmentation details: - Male or Female Pattern Baldness - Surgical or Hair Transplant Scarring - Thinning Hair - Alopecia - Most importantly, before and after treatment images to showcase the benefits achieved (attached) Ideal freelancers would have expertise in graphic design, specifically for billboard advertising. Knowledge and understanding of Scalp Micropigmentation will be an advantage. A highly seasoned designer with a good grasp on brand identity and a knack for visual storytelling is k...

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    I'm in need of a skilled 3D designer who's proficient in Blender to assist with some adjustments to three related scul...assist with some adjustments to three related sculptures. It's crucial to note that these are not new designs, but rather modifications on existing STL files. Key Details: - The task involves resizing and tweaking small details on all three models. - One of the key requirements is to increase the size of the sculptures. - Specific dimensions for the increase will be provided. Essential Skills: - Proficient in Blender program. - Experience with modifying existing 3D models. - Attention to detail for small adjustments. Timeframe: The adjusted models are needed by Monday, hence I'd appreciate someone who can c...

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    I'm in need of a skilled cross-platform app developer to create an application for my car cover company. This smart home app will control WIFI lights and fans specifically. Key functionalities include: - Ability to control lights - Control fans - Monitor humidity This application is all about automation, so it requires a development team with a strong background in cross-platform app development, specifically working on smart home apps. Awareness of IoT would be beneficial, given the smart home focus. Considering user experience, the app should be intuitive, easy to use, and visually appealing, therefore, UX/UI design skills are critical. This project is an interesting opportunity to work on an application that moves beyond standard functionalities and delves into ...

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    I'm seeking a blog writer to create content focused on different types of bras and their benefits, mainly targeting a female audience. The tone should be informative and educational. Key Requirements: - In-depth knowledge and understanding of various types of bras. - Proficiency in creating engaging, SEO-friendly content. - Prior experience in writing for a female audience, particularly on the subject of lingerie or fashion, is highly desirable.

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    ...An interface to let students select a suitable instructor, for their subjects based on the instructor's predetermined disciplines, then select date/time according to Instructor's calendar availability. There is an ability for the student to schedule a set of sessions for a whole subject or many subjects, with a specific Instructor, then determine date/time according to the Instructor Calendar. The Student who created the session, can also invite other students to his created session(s), in this case the Cost is different & shared. The Online Session: It is an online video lectures, where some teaching tools are shared such as; a white board, text-based materials (eBooks), interactive quizzes, shared screen and Other teaching models (will be d...

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    ...solution for a resource allocation problem that involves both the Knapsack Problem and linear programming (LP) models. Key Requirements: - This project is focused on resource allocation, so the main goal is to craft an algorithm that can efficiently solve the classic Knapsack Problem. - You will also be required to incorporate LP models in the solution to enhance the resource allocation process. Skills & Experience: - Proficient in Python for algorithmic problem-solving and have a solid understanding of optimization techniques. - Experience in working with LP models and understanding of how to apply them in real-world resource allocation problems. - Previous experience in developing command-line interfaces for solutions - as this project ...

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    Hi, I'm Courtney Cunningham from Ride Candy. I'm looking for a proficient web developer to help enhance our website's Slingshot rental return process. - **Interactive Elements**: I require a chatbot for customer support, an interactive map for locating rental return locations, and an animated slider for showcasing our Slingshot models. These elements will make our site more dynamic and customer-friendly. - **UI Improvements**: I'm open to your suggestions on how to improve the user interface. This could involve optimizing the navigation menu, ensuring consistent branding elements throughout the website, and enhancing the overall visual design and aesthetics. - **SEO Optimization**: While I haven't provided specific requirements...

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    I'm looking to create several pages for my website, with the primary focus on About and Technology. Home page for my website is already created. The specific requirements are as follows: - About Page: I already have content prepared, so this will mostly involve structuring and formatting. - Technology Page: This should highlight the technologies we work with, and ideally include a section on our technology partners. Additional page requirements include: - Career page - Development Lifecycle page - Development Methodology page - Engagement & Partnership Models page - Inquiry Form page - Technology Partners Page I also have a few other smaller tasks that need to be completed. Skills and experience necessary for this project: - Proficiency in web deve...

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    Attached is a file explaining the project. I am looking for a freelancer with a strong skillset in both Python programming and data science, specifically with a focus on finance who can help complete a project within the next 7 days. Here are the key skills and qualifications I think might be required to successfully complete this project, although I am not experienced in Python so you might find this easier and possible to do well without using as much. > Python Proficiency, as it is the primary tool for this project. > Familiarity with essential Python libraries such as pandas, NumPy, (Matplotlib, Seaborn?), Scikit-learn > Data Science and Analysis: - Data Manipulation: Ability to clean, preprocess, and manipulate large datasets. Skills in visualizing and understa...

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    As a client, I'm looking for a talented product design expert to help improve my initial design for a home electronic appliance. Your tasks will include: - Review and refine my preliminary design - Create a clear, user-friendly, and innovative product design - Suggest materials and other construction details - Deliver high-quality 3D models of the final design Ideally, you have: - Solid experience in home appliance product design - The ability to create detailed, functional designs - Proficiency with 3D design software - Strong understanding of manufacturing processes and materials. Please include examples of previous electronic home appliance designs in your proposal.

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    ...symptoms --> FOR WOMEN : Fatigue, Weight gain/loss, Mood swings, Sweats, Menstrual irregularities, Premenstrual Problems, Acne, Libido decline, Hair loss, Hirsutism, Menstrual Migraine, and Sleep --> FOR MEN : Lowered libido, weight gain, mood changes, sweating The recommendations should be individualised and based on the symptoms identified. A sleek and intuitive user interface I'm looking for a freelancer with expertise in AI development and a proven track record in healthcare or similar fields. Excellent communication skills and a proactive approach to problem-solving are highly valued. Key Deliverables include - Technical Specifications Document: Outlining the project requirements, timelines, and milestones. - Data Preparation P...

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    I am on the hunt for an experienced talent manager who can efficiently manage models. It would just be myself. I'm would also book gigs that you can get commissions from setting up the bookings and meetings. I own a company fulltime and modelling is my part time hence the need for an manager. I have an agency but want to cover all grounds. I would require someone who is capable of: - Booking gigs - Scheduling auditions - Booking meetings - Dealing with my schedule - Negotiating best prices for us - Communicating to anyone interested to work with me I believe it's crucial to have an individual who has a strong backdrop in the model management. My ideal candidate should: - Have extensive industry connections - Be experienced in booking gigs - Unders...

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    ...modeler to create detailed characters, buildings, and products for use in video games, animations and visual presentations. - The models need to be of high quality and realistic, making them suitable for a wide range of uses. - You must be able to create models that are optimized for game engines and animation software, ensuring they are both visually appealing and functional. - Experience with creating characters with a variety of expressions and poses, as well as a good understanding of architectural design and product modeling is highly desired. Your profile should demonstrate a solid portfolio of 3D models, showcasing a high level of detail. Proficiency with industry-standard software is a must. Experience in designing for video g...

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    I require a specialized 3D character modeler for my animation. The model is expected to be low-poly, maintaining a balance between performance and detail. The model will be the central asset for this animation project. Ideal skills include: * Proficiency in 3D modeling, particularly low-poly character models. * Previous work in animations is preferred. * Expert in modeling non-human 3D characters. Remember, quality performance is a must despite the low-polygon model. Looking forward to seeing your previous work.

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    ...title teaser for an entertainment project. This teaser should be set in a realistic forest environment and convey a mysterious and dark atmosphere. Key Points: - Entertainment Purpose: The main goal of this project is to create a teaser that captivates and engages the audience, setting an intriguing tone for the content to come. - Realistic Style: The forest setup should be modeled in a realistic style to enhance the immersion and believability of the teaser. - Mysterious and Dark Atmosphere: The teaser should convey an overall eerie and enigmatic mood, setting a mysterious tone that hints at the entertainment content without revealing too much. Ideal Skills and Experience: - 3D Motion Graphics: Proficiency in creating engaging and captivating 3D motion graphics is esse...

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    I'm in search of a professional in deep learning, preferably a PhD, who can serve as a mentor for various aspects of neural network design, such as: - Designing neural networks - Explaining and ensuring a deep understanding of deep learning concepts - Training and fine-tuning of models for optimal performance The ideal candidate should possess: - A PhD in the field of deep learning - Previous experience in designing neural networks - Strong communication skills to effectively explain complex concepts in a clear manner You would be expected to help me navigate the intricacies of neural network design, understand the nuances of deep learning concepts, and assist in optimizing models for best performance. Your expertise in Convolutional Neural Networ...

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    Plants/Gardener, Car, Bike, Gym, Petrol, Bank, Investment, Gold, Stock Market, Train/Metro, Bus, Transport, Mobile phone, Dining out, Food delivery, Gift

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    I'm looking for a Google Ads expert to help me increase leads for my car rental business, specifically targeting local customers. Key Requirements: - Proven experience in running successful lead generation campaigns on Google Ads - Strong understanding of local SEO and how to target customers in my area - Experience in the car rental or automotive industry would be a plus Your main task will be to create and optimize Google ads that will drive potential customers to our website, where they can learn more about our services and hopefully convert into leads. Your expertise will be crucial in ensuring we're reaching the right audience with the right message. In your bid, please outline your previous experience with similar campaigns and how you plan ...

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    I'm in search of a Google Ads expert to help me create a campaign that's focused on generating more leads for my local car rental company. Key Requirements: - Experience with Google Ads: Proven track record of creating, optimizing, and managing successful Google Ads campaigns that have significantly increased leads for businesses. - Understanding of Local Audience: Ability to target and engage with local customers effectively. - Knowledge of the Car Rental Industry: It would be a great advantage if you have worked with car rental companies before or have a good understanding of the industry. The goal of this project is to increase the number of potential customers who show interest in renting our cars and eventually convert into actual booking...

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    I'm looking for a skilled content creator to help manage my cosmetic brand's online presence. Key Responsibilities: - Create engaging social media posts for Instagram, Facebook, and Twitter that resonate with our female audience - Develop and produce informative and visually appealing video tutorials for our products Ideal Skills: - Proven track record in creating engaging social media content - Ability to produce high-quality video content - Understanding of the beauty and cosmetics industry, particularly as it pertains to women This is a long-term project, so I'm looking for someone who can consistently deliver high-quality, on-brand content. A passion for beauty and cosmetics would be a bonus.

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    I am seeking a freelancer to contribute to a project I am designing for medical image classification, leveraging a Convolutional Neural Network (CNN) for optimum results. Key responsibilities will include: - Developing and implementing CNN architecture - Deploying deep learning models for image classification tasks - Ensuring robust medical image classification with accurate results As this project requires specialized skills, the ideal freelancer will have the following experience: - Proficient knowledge in leading AI and machine learning programming languages, especially Python - Experience with CNNs and a solid understanding of deep learning methodologies - Demonstrable expertise in the classification of medical images If you have extensive experience i...

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    ...complex databases. You should be able to clean and transform the data efficiently for integration into the dashboard. - Dashboard Design and Development: An eye for design is key. You will be creating a visually appealing and user-friendly dashboard, with the ability to customize as needed. - AI Model Integration: Extensive experience with AI integration is a must. You should be able to develop and integrate advanced AI models within the dashboard effectively. The main source of data for this project is a database, so experience in working with databases is essential. The project is considered to be of an advanced level, with a focus on custom visuals and extensive AI integration. Ideal skills and experience for this job includes: - Strong backgroun...

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    ...startup in the early stage with a working prototype. Currently, I'm looking for a venture capital investor to help me fund the product development phase of the business. Key requirements: - Experience with venture capital and funding for technology startups. - Proficiency in understanding business models and potential for growth. - Ability to provide strategic guidance on our product development. Your responsibilities will include: - Conducting market research and financial analysis. - Advising on funding options and helping secure investment. - Potentially providing strategic guidance for our product development efforts. I'm looking for a skilled professional with a proven track record in securing funding for tech sta...

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    We're looking for experienced female UGC creators to help us showcase our innovative medical scrubs designed specifically for Hijabi/Muslim women. What you'll do: - Create high-quality image and video content for TikTok and Instagram Reels. - Highlight the functionality, comfort, and style of our scrubs. - Share your experiences as a Hijabi medical professional including the challenges you face with regular scrubs (optional). Who you are: - Experienced UGC creator with a strong portfolio. - Based in Kuwait or Dubai. - Bonus points: Registered nurse or doctor with experience using medical scrubs. Note: We understand that some creators may not be comfortable showing their faces. You can still apply! We welcome creative approaches to showcasing our scr...

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    I am in need of a machine learning expert who can develop a model for table detection. The model should be able to run on various types of images, including scanned documents, natural images, and synthetic images. Key Requirements: - I'm looking for a 'moderate' level of accuracy in the table detection (80% - 95%) across various image types. - Please incorporate Convolutional Neural Networks (CNN), along with Support Vector Machines (SVM) and Random Forests in the model. Ideal Skills and Experience: - Proven experience in developing and implementing machine learning models, particularly in image processing and object detection. - Proficiency in working with Convolutional Neural Networks (CNN), Support Vector Machines (SVM) and Random Forests. - Strong...

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    ...seeking an AI/ML specialist with a strong background in full-stack development to work on an exciting project. Key Requirements: - Proficiency in AI/ML methodologies and algorithms. - Hands-on experience in full-stack development. - Ability to seamlessly integrate AI/ML with the front-end and back-end of web applications. Your responsibilities will include: - Developing and implementing AI/ML models for specific tasks. - Ensuring the AI/ML components work effectively with the existing tech stack. - Enhancing the overall efficiency and effectiveness of the application through AI/ML capabilities. Please provide examples of relevant projects you've worked on in the past, especially those where you've combined AI/ML and full-stack technologies. Experience with Py...

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    I'm in need of a skilled audio engineer who c...can help me with sound editing, mixing, and mastering for my car show. The estimated duration of this project is less than 1 hour. Key Responsibilities: - Sound Editing: You will be required to edit the recorded audio to ensure it aligns with the feel and message of the car show. - Mixing and Mastering: Your role will also involve mixing different audio elements and mastering the final product to ensure it's of professional quality. Ideal Candidate: - Extensive experience in sound editing, mixing, and mastering. - Familiarity with the car show genre or a willingness to learn about it. - Ability to complete the project in a timely manner. Looking forward to working with a competent professional who can ...

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    I require an experienced Web Developer to undertake a project we have. The website we need is a comparison website for Coach hire. This will entail a booking system where Coach companies (Operators) will bid/tender for work etc. Below are the features. User Registration and Authentication: • Users can sign up using their email or social media accounts. • User accounts store personal information, trip history, and preferences. Operator Registration and Authentication: • Coach operators can register and provide details about their services, pricing, preferred locations, etc. User Dashboard: • Users can submit trip details including location, and passenger count. • Users receive quotes from multiple operators. • Users can view and ma...

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    I'm seeking to secure funding for a multi-industry workers' accommodation project. The accommodation caters to construction, seasonal farm, wind farm, abattoir, and gold mine workers. For this, I need a professionally crafted project proposal and a corresponding financial model in Excel. Ideal freelancers for this project should possess: - Proven experience in drafting project proposals related to housing or accommodation - In-depth knowledge in the creation of financial models using Excel - A strong understanding of multi-industry accommodations - Great analytical and strategic thinking skills - Familiarity in the Construction, Agriculture, Energy, Food Processing, and Mining Industries would be advantageous.

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    I'm in need of a talented 3D artist to take my clothing designs and bring them to life as realistic 3D models. These renderings will be used for my e-commerce website as product images. The ideal freelancer for this job should have: - Experience in 3D modeling, specifically with clothing items - Ability to create realistic, high-quality renderings - Understanding of e-commerce product image requirements - Strong attention to detail and ability to work efficiently I look forward to seeing your portfolio and discussing further details.

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    I'm seeking a highly skilled Power BI professional to assist with creating interactive dashboards and generating data visualizations. The selected expert will be expected to work with data from both Excel spreadsheets and SQL databases, so experience with these sources is crucial. I will be looking for an advanced level of expertise, as the job will involve complex data modeling and designing sophisticated, interactive visual reports. A strong understanding of data analysis and visualization techniques is essential. Key responsibilities and qualifications include: - Creating interactive dashboards - Generating data visualizations - Working with data from Excel spreadsheets and SQL databases - Demonstrable advanced level of Power BI experience - Advanced knowledge of data mod...

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    I'm seeking an expert in Solidworks design to create instrument GA drawings for water quality analysers. Proficiency in mechanical instruments and knowledge of water quality analysers is indispensable for this task. Key responsibilities will include: - Designing comprehensive water quality analyser models using Solidworks in 3D & 2D GA. - Incorporating specifics of mechanical instruments in analyser designs. - Adapting designs based on functional aspects of analysers. Ideal applicants should be seasoned Solidworks designers with hands-on experience in mechanical instruments. Understanding of water quality analysers would make a perfect fit. If you are meticulous and adept at interpreting technical standards, I'd be glad to work with you.

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    ...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, and named entity recognition - Excellent communica...

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    !!!Important for the mockup! We would like to at least see the design on the LEFT side view until the final decision is made. The winner of the competition must then prepare the design for all 3/4 pages accordingly!!! Just as important - WE DO NOT NEED A NEW COMPANY LOGO (you can find our company logo as lettering and also as a picture in the attached ZIP_ FILE!) We have a motorhome (DETHLEFFS A6971) with which we travel to motocross events but also to quad tours and other events. The motorhome has the basic color white, with some original stripes that can be removed. We would like to use the motorhome as an “advertising space” for ourselves and are looking for the right design. The basic requirement is that we can cut or plot the whol...

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    ...content live shows. The system should allow for easy broadcasting and viewing of these shows, ensuring a seamless experience for both performers and viewers. - **Subscription-Based Access**: Your task will be to integrate a subscription model for users. This means that users will pay a recurring fee for access to these private shows. The system should be able to handle multiple subscription tiers. Ideal Expertise: - **Live Streaming Development**: Experience in developing live streaming platforms, specifically those dealing with adult content. - **Subscription Model Implementation**: Proficiency in creating and integrating subscription-based models into platforms. - **User Experience Optimization**: Ability to ensure a smooth and intuitive experience...

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    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...

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    ...will subsequently be used to develop aesthetically pleasing MP4 video presentations for jewellery pieces. Key Deliverables: - Creation of finely detailed 3D OBJ files for specific jewellery designs. - Conversion of these 3D models into 360-degree rotation MP4 videos showcasing the designs. Ideal Skills: - Proficiency in 3D modelling software to create detailed OBJ files. - Significant experience in video animation/rendering, specifically with jewellery. - A keen eye for detail and a strong aesthetic sense to capture the allure of the jewellery pieces. Your portfolio showcasing previously created 3D models and MP4 videos will be highly appreciated. I believe this project offers an exciting opportunity for creative individuals who are passionat...

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