Machine learning data quality products trabalhos

Website Development for products display

...models—profile creation, event creation, and matching events with user profiles—on devices using DistilBERT, let's detail each component, including the practical data flow and model interactions. This structure will ensure privacy, efficiency, and adaptability of the system in real-world scenarios. 1. Profile Creation Model Architecture: Input Layer: Takes raw user data including textual descriptions and user activity logs. Processing Layer: Utilizes DistilBERT to extract features such as interests, professional background, and preferences from textual data. Output Layer: Produces a structured user profile with categorized data such as interests (e.g., AI, outdoor activities), professional background (e.g., software developer), and preferre...

I'm in need of an AI expert with a knack for creating virtual fashion models. The models will be exclusively kids for my brand. Key tasks include: - Designing AI-generated kid mod...need of an AI expert with a knack for creating virtual fashion models. The models will be exclusively kids for my brand. Key tasks include: - Designing AI-generated kid models - Equipping these models to pose in different styles using AI technologies - Making the models 'wear' brand clothes taken from photos To be successful in this project, you'll need experience in image recognition and machine learning. This project involves creating up to 10 different clothing styles for the AI generated fashion kids models to pose in. Interested in turning this creative, innovative e...

...into the secrets of the natural world, learning about plant and animal life, ecosystem dynamics, and sustainable gardening practices. Through hands-on activities, games, and guided exploration, campers hone their detective skills while uncovering new discoveries every day. Join us as we ignite curiosity and inspire the next generation of nature lovers! A Bug’s Life" Summer Camp: Dive into the enchanting world of insects at our Bug’s Life Summer Camp! Children will explore the fascinating lives of bugs, from buzzing bees to graceful butterflies. Through hands-on activities like building Bug Villages and putting on Bug Plays, campers delve into the miniature world of bugs, discovering their essential role in our ecosystem. Join us for a week of fun, learning...

I am in need of a skilled end to end website developer and designer and content writer to create a comprehensive company website. Key Aspects: - The website's primary purpose is to provide detailed information about the company's products and services. - Important sections to include would be: a Products section showcasing fewer than 10 products, a Services section detailing our offerings, Case Studies to demonstrate our competence, and a Contact Us section for queries and support mechanisms. Ideal Candidate: - The ideal freelancer for this task is someone with strong skills and experience in web design, development, and content creation. - Knowledge on e-commerce integration despite a minimal product list is a plus, as well as understanding of effective w...

I require a script that leverages Selenium to automate text and image postings across different segments of Facebook: personal account, a business page or Facebook groups I'm not the admin of. The script, to be written in Python, should be deployable on Heroku to avoid local machine usage and needs to be accessible as an API. It should be available as an API which I can sent the following parameters to: - facebook email address - facebook password - text (for the post) - image as a file (for the post, this should be an optional field) - url for the personal account to post on (optional field) - url for the business account to post on (optional field) - url(s) for the groups to post in (can be one or multiple - optional field) The API should return a success or failure messag...

...to assist in building a General Regression Neural Network (GRNN)-GA hybrid specifically for prediction modeling. The model will be 15 inputs variables with 5 outputs variables. The ideal candidate should have experience with: - Python: A strong grasp of Python is essential. - Machine Learning & Neural Networks: Experience with machine learning concepts and neural networks, particularly GRNNs, is a huge plus. - Data Analysis: A background in data analysis is highly desirable, as the project involves translating data into predictive models. - Database Integration: Experience in integrating Python applications with existing databases is crucial as the project will entail integrating the GRNN-GA hybrid model with an existing database. ...

...historical data from space missions. The goal is to build a comprehensive dataset that can be used to evaluate past mission trajectories, orbital maneuvers, burn times, and other relevant parameters. This dataset will not only help identify potential areas of improvement for past missions but also aid in developing sophisticated software for future space mission planning. This software will leverage machine learning to predict and optimize mission outcomes. Task Objectives: 0. Data sourcing. Find sources. Sources of this data could include NASA, ESA, Roscosmos, and other space agencies' official databases, academic journals, and verified public datasets. Create summary Excel table with link to source, info how to get data, data exam...

I want diabetes prediction using all types of algorithm -svm, knn, linear regression logistic regression, naive bias, random forest, regression analysis, ensemble learning. All of the model should show the accuracy rate of prediction. A graphical pie chart showing which model is giving how much accuracy and validation loss. So that we can say that ml algorithm is best for diabetes prediction. I want a tableau visualization showing all of these predictions correctly A webapp using flask and a jotform for user to use and predict easily. If you can successfully deliver I would like to work on a thesis paper for publication

I'm seeking a Construct 3 game designer to create a casino slot machine game with a specific theme. Key Requirements: - Expertise in Construct 3 - Experience in designing slot games - Creative, with a knack for engaging themes The game should have a specific theme which will be discussed in further detail. The ideal freelancer for this job should be able to understand the nuances of slot games and be able to translate these into an engaging digital experience.

I'm in search of a React JS trainer with expertise in the fundamentals. The primary goal of this training is to understand the basics of React JS. I'm a beginner and want to ensure I have a solid foundation. Key Requirements: - Experience: Proficiency in React JS and experience in teaching beginners. - Delivery: I prefer live online sessions so I can ask questions and receive real-time...solid foundation. Key Requirements: - Experience: Proficiency in React JS and experience in teaching beginners. - Delivery: I prefer live online sessions so I can ask questions and receive real-time support. - Curriculum: The trainer should be able to design a course that covers the fundamentals of React JS thoroughly. - Communication: Clear communication is key for effective understanding ...

We need to add 1,000 products. Each product has 4 images that will be sent to you (so total is 4,000 pics). Your work is to add these 1,000 products. All products have the same variations (these are shoes size). They all have the same description and same price. You can install and use a plugin if you want to bulk import, but we will only pay for the freelancer job price. Please bid your exact price for this job, we will not contact you to bargain the price. Best regards

I am seeking a professional with expertise in HVAC design for a medium-sized church. The design should predominantly and effectively enhance the indoor air quality. Key responsibilities will include: - Creating an HVAC design that ensures optimal indoor air quality - Providing a design that abides by all guidelines and standards for public buildings - Considering various factors including occupancy level, room layout, and system efficiency Ideal candidates should: - Possess significant experience in HVAC design for public spaces, churches preferably - Showcase proficiency with industry-grade design software - Have a deep understanding of air purity management within HVAC design - Show a commitment to timely and professional services.

I'm in need of a skilled logo designer who can help bring my vision to life. Key Details: - My company, Big City Concrete, is focused on offering high-quality craftsmanship. - I'm looking for a logo that reflects this focus. - While I haven't nailed down a particular style, I'm open to suggestions for something that will resonate with clients in the construction industry. Requirements: - Proven experience in creating impactful and memorable logos, particularly for construction or related industries. - Ability to understand and translate a company's focus into a visual representation. - Strong communication skills to ensure our collaboration is smooth and efficient. If you think you're the right fit for this project, I'd love to see your port...

...pronunciation. - **Learning Goals:** My primary aim is to be able to communicate effectively in a professional environment. This means I'm particularly interested in business vocabulary and phrases. - **Preferred Teaching Style:** I learn best through conversation practice, so the tutor should be comfortable conducting role plays, simulated work conversations, and similar activities. Ideal Skills and Experience: - **Fluency in Spanish:** The tutor should be a native or near-native speaker of Spanish. - **Experience in Teaching:** Previous experience in teaching Spanish to beginners, especially those with a focus on work-related language, is a strong plus. - **Interactive Teaching Style:** The tutor should be able to engage me in conversation and create a comfortable lear...

I'm seeking ...consultant, with a focus on machine learning for predictive analytics, particularly working with time series data. Key responsibilities: - Consult on the machine learning process, ensuring the project aligns with best practices and industry standards. - Help in selecting the right algorithms for predictive analytics using time series data. - Providing guidance on model training, testing and validation. Ideal skills: - Proven experience in machine learning, specifically in predictive analytics. - Strong understanding of time series data and how to work with it. - Excellent communication skills to explain complex AI concepts to non-experts. This project is an exciting opportunity for an AI consultant to g...

...forecasting within the Amana Pilot platform. The feature encompasses both front-end and back-end development, enabling the processing and display of forecasted results based on a company's historical cash flow data. Forecasts will be generated using machine learning models, such as regression, leveraging financial data from previous months. Front-End Features: - Implementation of a cash flow tracking table, displaying the evolution of cash flow for previous months and forecasts for upcoming months (e.g., 4 months, 6 months, etc.). Past data will be represented by solid bars, while forecasted data will be represented by empty or hashed bars. - Allowance for user modification of forecasted values. For example, users can adjust predicted val...

...focused on Drinkware, Barware, and Home Furniture products. These blog posts will target hospitality businesses, Wholesalers, Traders Retailers, Showroom Owner, bars, hotels, and restaurants. Key Requirements: - The content should be engaging, well-researched, and tailored specifically to the needs and interests of businesses. - Knowledge of the hospitality industry and the products in question is a definite plus. - Experience in content creation for a B2B audience, particularly in the hospitality sector, is highly valued. The aim is to provide valuable and relevant information to these businesses, ultimately encouraging them to consider our range of products for their establishments. This not only includes the features and benefits of the products but als...

...should work seamlessly across different operating systems. - Payment Integration: The app should allow users to make deposits using a secure, reliable payment gateway. - User-friendly Interface: The app should have an intuitive design, making it easy for users to navigate and complete transactions. - Security: It's imperative that the app is built with robust security features to protect users' data and transactions. - Device Compatibility: The app should be optimized for use on both mobile phones and tablets, ensuring a consistent user experience across different devices. Ideal Skills: - Proficiency in app development for both iOS and Android platforms. - Experience with cross-platform app development frameworks (e.g., React Native, Flutter). - Strong understanding of...

I'm looking for a skilled marketer that can help me craft a comprehensive strategy to increase customer engagement through our social media platforms. Key Project...qualities in their bid. Project Description: The project is originated in Monterrey, Mexico. Here we have a the culture to charge for parking at any place. Sometimes when you are in the parking lot is very hard for you to leave because of the traffic thats its made because of the cars trying to pay the ticket in the machine. Thats why we are trying to implement an app that you basically deposit money and the gates open automatically this is made through a device called TAG that a machine recognizes and will open the door automatically for you. Every time you go into a gate the price of the parking is redu...

I am seeking an expert in Amazon product listing optimization to specifically enhance my product descriptio...all necessary information on using the product is clear and concise. - Enhancing Product Images: I also need help improving the quality and relevance of the images associated with the product. - Optimizing Customer Reviews Section: Your expertise in managing and optimizing customer reviews would be invaluable. I am looking for someone who has a proven track record of improving Amazon product listings, preferably in a similar niche. You should be able to demonstrate an understanding of consumer behavior and have a knack for persuasive writing that motivates potential buyers. Your work should ultimately drive sales and enhance the overall performance of my products...

I am in need of a Python expert who can perform a deep dive into the performance of various Learning Management Systems (LLMs) under different conditions. The main focus of this task is to benchmark different LLMs and evaluate their performance against each other. Key responsibilities: - Conducting performance tests on LLMs. - Analysing the results and comparing them to identify the best performing system. - Providing recommendations on how to optimize the performance of the chosen LLM. - Set up a local testing environment (chatbot, playground dashboard, Jmeter 5.5) - Set up a cloud server (API server) - Google Colab, Jupyter Notebook - All configuration, test scripts in python, bash and exe) - Dockerized images for future implementation - Our Korean dataset of 20,000 published t...

I'm a newbie in JavaScript programming and I'm interested in learning either Angular or React JS to create specific projects. I'm looking for an experienced professional to guide me through getting up to speed with either Angular or React JS. Key Requirements: - Strong experience in either Angular or React JS. - Proven ability to teach beginners effectively. - Understanding of the nuances of JavaScript programming. Ideal Skills: - Proficiency in Angular or React JS. - Teaching/training experience. - Good understanding of JavaScript fundamentals.

I'm seeking a skilled data scientist for my ongoing project. I need assistance in creating a personal LLM model using my own unprocessed textual data, which is in English. Key tasks include: - Cleaning and preprocessing raw text data. This includes conducting removal of stop words and punctuation, stemming, lemmatization, and tokenization. - Building and training the LLM model on preprocessed data. Ideal candidates will have: - Proficiency in English - Familiarity working with raw textual datasets - Experience in Natural Language Processing (NLP) - Knowledge of advanced data preprocessing techniques - Proficient in Language Modeling This is an excellent opportunity for those interested in enhancing their skills in text-based machine ...

...adult viewers. - It needs to be tailored to suit the video formats of each platform, ensuring optimal visibility and user engagement. - High-quality content that is both informative and visually appealing. - Incorporate relevant graphics, animation, or other visual aids to enhance the educational aspect and maintain viewer interest. Skills and Experience: - Proven experience in creating educational content, particularly for social media. - Expertise in video editing and production, with a portfolio of high-quality work. - Familiarity with the specific requirements and best practices of Facebook, Instagram, and YouTube. - Understanding of adult learning principles and how to effectively convey information to this audience. - Strong storytelling and visual communic...

...jaali designs and 3D engraving. The ideal candidate will have a strong understanding of design principles, proficiency in using ArtCAM software, and a keen eye for detail to produce high-quality designs suitable for CNC machining. Responsibilities: Designing intricate jaali patterns and 3D engraving designs using ArtCAM software. Collaborating with clients or project managers to understand design requirements and specifications. Creating prototypes and mock-ups to present design concepts for approval. Ensuring designs are optimized for CNC machining processes, considering material constraints and machine capabilities. Fine-tuning designs based on feedback and iterating until the desired result is achieved. Maintaining organized files and documentation of design iteration...

As a registered Amazon seller, I'm diving into the gym products market. I'm keen on sourcing and manufacturing my own line of gym items rather than reselling existing brands. I'm searching for an Amazon FBA expert who: - Understands the gym product market well - Has proven experience with listing and selling gym products on Amazon - Can assist me in effectively managing the whole FBA process - Has experience with product sourcing and manufacturing strategies - Can advise on pricing, inventory management, product descriptions, and answer customer queries effectively Knowledge of fitness-oriented products is a plus. This project requires strong problem-solving skills and a thorough knowledge of Amazon's policies and procedures. If you're a deta...

Someone stole some btc from my wallet late last year, and I need a bitcoin blockchain analysis forensic expert to help track it down, or identify any clues that will lead to the perpetrators. I think the btc was stolen via anydesk I have the anydesk target machine ID, and the transaction One of the transactions was The funds ended up in this wallet: Can you connect this to a kyc wallet? Or identify next steps? Please bid if you have experience recovering bitcoin or blockchain analysis. because of scams, please show examples of your previous

...need of a Python Engineer with experience in TensorFlow to develop a Desktop application Stock Analysis System. The system is intended to perform real-time stock data analysis and would utilize an AI-driven stock selection algorithm, derived from Indexes, Sectors, ETF's, and subsections. Key requirements include: - Implementation of real-time stock data analysis capabilities - Development of an AI-driven stock selection algorithm - Proficiency in Python, with a strong preference for TensorFlow - Experience in creating Desktop applications Ideal candidates for this project should have a solid background in machine learning, particularly in using TensorFlow for AI applications, as well as a strong understanding of stock market principles. They sh...

...Our Team: Expert Course Creator Needed ? Are you a seasoned course creator with a knack for crafting engaging, transformative learning experiences? Do you thrive on the challenge of turning complex ideas into clear, actionable content? If so, we want you on our team! We're on the hunt for a highly proficient Course Creator to join us in developing a groundbreaking program: the "3-Day Weekend Reset." This course is designed to address overuse of behaviors or substances, offering participants a comprehensive toolkit for reclaiming balance and wellness in their lives. As our Course Creator, you'll be tasked with bringing this vision to life across various Learning Management Systems (LMS) platforms, including Podia, Kajabi, Thinkific, UpSkill, and more....

In effort to bolster my technology website's SEO footprint, I am seeking a knowledgeable individual familiar with SEO best practices and strategies. I need assistance with acquiring guest post backlinks on: - High-authority news websites - Niche-specific blogs - General-interest blogs The target websites should have a sol...backlinks on: - High-authority news websites - Niche-specific blogs - General-interest blogs The target websites should have a solid domain authority ranging from 50-70. Ideal candidates should possess: - Proven experience in successful link-building - Strong knowledge of SEO tactics - Experience working with tech content is a plus If you are a seasoned SEO expert with a knack for earning quality backlinks/mentions on these type of sites, this proj...

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I want to add Machine Learning features , algorithm to my online electricity bill management system, which currently handles billing and payment processing, energy usage tracking, and customer database management. The programming language used in the project is PHP. The enhancement includes: 1. Predictive analysis for energy consumption 2. Customer segmentation 3. Load management optimization The predictive analysis for energy consumption specifically involves energy consumption forecasts. Ideal Skills and Experience: - Proven experience with PHP - Strong understanding of Machine Learning concepts - Experience with user registration systems, billing systems, and payment processing - Adept at enhancing existing codebases - Ability to create a seamless and secu...

I am looking for a sizable tabular dataset that consists of over 50,000 records and more than 100 features. The data should include a balance of categorical and numerical data types. Being specific, it could be related to the Healthcare or finance industry. It could be used for Data analysis, machine learning. I am open to diverse datasets that could support various investigations. The ideal freelancer for this project would be someone with impressive experience in data gathering or data creation, particularly in the healthcare field. They should have good knowledge of categorical and numerical data, and a good understanding of sizable databases. They should also be committed to maintaining the integrity and confidentiality of the i...

Freelancer Wanted: Cloud & Virtual Workspace Architect Upgrade your business infrastructure with a secure and efficient virtual workspace! We are seeking a skilled cloud computing and virtual machine (VM) expert to design and set up a secure virtual workspace for our growing business. The ideal candidate can: Analyze our business needs and recommend the optimal cloud platform (e.g., AWS, Azure, GCP) for our operations. Design and configure a secure virtual workspace using VMs, ensuring smooth operation of essential applications. Optimize our cloud setup for cost-effectiveness and scalability to support future growth. Provide ongoing maintenance and support, guaranteeing optimal performance and security. Bonus points if you: Have experience with Paper Sp...

I'm currently experiencing an issue with my electric tabletop produce container folding machine design. The motors aren't powerful enough to handle the speed at which we try to run the machine, often leading to unwanted breakage of teeth. Here is a video of one of the machines we've built when it was working: The attached video shows the problem occurring. The 4 motors we are currently using are from CQRobot, 102:1 geared down motor CQR37D24V-J. I need an experienced/skilled mechanical engineer who can: * Evaluate the current motor setup in depth * Design a robust solution that adds enough strength to the motor * Ensure the new design does not add any complications like overheating * Ensure new design does not drive

I'm looking for a professional to enhance my existing machine learning code. I have done the following steps: 1.) data download 2.) EDA 3.) Features engineering 4.) Model training Next (Todo) Given a new schedule of upcoming matches (live data) 1.) Make Live predictions. This involves preprocessing a new (unknown) dataset using the features engineering methods above. 2.) Apply (new_preprocessed_data) and model.predict_proba(new_preprocessed_data)

I'm looking for a skilled app developer to build a Remote Desktop Protocol (RDP...deep understanding of the Android SDK is crucial. - Knowledge in RDP: Having a clear understanding and experience in working with Remote Desktop Protocol is a must. - Experience in working with multi-touch gestures: The app should support multi-touch gestures enabling users to interact more intuitively. - Sound redirection capableness: The app must be able to redirect audio from the remote machine to the local device. - Multisession handling capabilities: The application must effectively handle multiple simultaneous sessions. - Remote control functionality: The application should also allow for remote control of the device from afar. Please provide evidence of similar projects you've co...

I'm looking for an experienced and skilled individual to help me with advertising my Shopify products. - Advertising Channels: At the moment, I'm primarily focusing on influencer marketing. Your expertise in this area is crucial to our success. - Goals: My main objective is to boost sales. I need your help to turn my Shopify store into a revenue-generating machine. - Target Audience: My products are tailored towards professionals aged 25-40. Understanding this demographic and being able to strategically target them will be key to our success. Ideal skills and experience for this job include: - Proven track record in influencer marketing - Proficiency in Shopify product advertising - A deep understanding of the professional demographic - Excellent marketin...

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I'm aiming to present an analysis that reviews the historical transformation of manufacturing quality - from the onset of Industrial Revolution 1 to the present. An integral part of this is to explore the impact of artificial intelligence (AI) on manufacturing quality. Given the importance of the Saudi market, the presentation will cater to this regional focus. Key Aspects: - Start from the first Industrial Revolution, tracing the changes that manufacturing quality has undergone up to the present day. - Define key milestones, challenges and opportunities in the enhancement of manufacturing quality, such as: - The introduction of quality control methods - The implementation of Six Sigma methodology - The adoption of ISO standards Ideal Ski...

I am in need of a quality document to be created, targeted at our internal employees. The focus of this document is to design and develop new quality processes. These processes are of moderate complexity and require thorough documentation to ensure all necessary steps are captured. Ideal candidates for this project should possess the following skills and experience: - Proficiency in creating comprehensive quality documents. - Previous experience with process development and design. - Familiarity with Visio for process flow creation. - Ability to understand and work with moderately complex processes. - Strong communication skills to ensure the document is user-friendly and easily understood by internal stakeholders.

I need a specialist who can provide me with a comprehensive database of 1,000 Learning & Development (L&D) heads verified leads specially from Mumbai, Delhi, Bangalore The database should include: - Contact details - Work experience - Email IDs - Company name - Company email id - Linkedin id Perfect for those with experience in: - Research - Database creation - Data mining in the corporate sector - And preferably with a strong existing network Accuracy, up-to-dateness and confidentiality of data is instrumental for this task.

BUDGET: UP TO $300 MAX - The bid of best quality and price will win. TIMELINE ASAP I am in need of an experienced course writer who can help me rewrite my course content to improve its clarity and student engagement. This course is already 100% written by AI and the content is good. We only need to make it HUMAN. Key Requirements: - The course currently exists in a combination of text documents written with AI. We need to rewrite it so that it is not detected as AI written and looks at LEAST 90% human content. You should be comfortable working with and enhancing this format. - A thorough understanding of the course material is essential. You will need to be able to break down complex topics into digestible and engaging content. - The goal is to make the course more engaging fo...

Hello! I have created a custom reinforcement learning (RL) environment using open ai's gym. I would like to transition this project from something that is readable by myself only, to a wider audience. The environment puts the agent in control of an F-16 aircraft. The task is to maneuver through "Tunnel" without hitting the walls. With some minor debugging and package install, the code should run. Here's what I'd like help with: 1. Simplification. I made this for my research. Thus there are likely portions that could be cut if it's a general environment. Also open to reorganization of the environment if there's a better way to accomplish. 2. "Branding." My plan is to make RL with high performance aircraft as accessible as Atari, M...

Project Title: Creation of a Labeled Hair Color Dataset Description: The objective of this project is to create a high-quality, diverse, and labeled hair color dataset. The dataset will be used for the development and testing of machine learning algorithms related to hair color recognition and classification. This project will take place in two steps: Step 1: Initial Testing Phase We require a collection of 500 high-quality images, with 100 images for each of 5 distinct hair colors.(Black, Brown, Blond, Red, Gray) This initial batch is intended for quality assurance to ensure our requirements are met. Step 2: Expanded Dataset Upon satisfactory completion of the first step, we would proceed to the second step which involves the collection and labelin...

I'm looking for a skilled developer who can create a healthcare chatbot for my platform. Key Responsibilities: - Develop a responsive chatbot capable of answering frequently asked questions - Implement a symptom analysis tool - Provide a comprehensive detailed project proposal detailing your approach to building this chatbot Ideal Skills: - Proficiency in chatbot development, machine learning or AI - Experience in healthcare chatbot development will be a plus - Strong communication and problem-solving skills. Please provide a detailed project proposal to demonstrate your understanding of the task and how you plan to tackle it. Your proposal should include a rough timeline, technology stack, and any relevant prior experience.

...functionality and limitations. Learning Resources: You will be required to watch training videos related to the tool's usage to familiarize yourself with its current capabilities and intended use cases. Development of Statement of Work: Post review and learning phase, you will draft a detailed Statement of Work (SoW). This SoW should outline the project scope, milestones, and deliverables based on your understanding and the improvements proposed. Technical Specifications: Core Functionality: The tool must function as a hex viewer capable of loading and viewing physical disks, files, various image container types, and file systems supported by a tool similar to Sleuthkit. Access Modes: Must feature toggles for read-only and read-write modes to protect data i...

I need an experienced data scientist or AI specialist to assist with evaluating a Korean dataset using OpenAI API calls. my goal is to set up a good testing template I can repeat Key Aspects: - Inference Speed: Achieving a balance of optimal inference speed is vital for this project. The desired inference speed for the evaluation stands at a moderate level when considering 2000 users. - Total Processing Accuracy: I'm looking to ensure the total processing accuracy of this evaluation is high. - TPA (Total Processing Accuracy): Aspects of TPA are crucial for this project; we aim for a balanced importance between total processing accuracy and inference speed. (<1 /s is imperative) - Implement this on a shared googleColab or Jupyternotebook for on-demand use of the application ...

I need an expert to manually promote my products on Facebook. This job doesn't include paid advertisements, rather just cleverly engaging the audience to create product-trend awareness. Ideal candidates should have: - Proven experience in product promotions or digital marketing sans paid ads. - Excellent knowledge of Facebook algorithms & organic reach tactics. - Strong understanding of young adult preferences, tastes and online behavior aged 18-25. Your responsibility is strategizing, creating and posting engaging content specifically targetting the younger demographic on Facebook. The goal is to increase engagement, create awareness, and ultimately boost product sales.