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    2,000 neural networks baltimore artificial intelligence jobs found, pricing in USD

    I'm in need of a generative artificial intelligence that can analyze given text inputs and provide suggestions based on the analysis. The main purpose of this AI would be for data analysis. Key Requirements: - The AI should be primarily text-based. - It should be able to process and analyze the supplied text. - The output should be suggestions derived from the analysis. Ideal Skills and Experience: - Previous experience in developing generative AI systems. - Proficiency in natural language processing and data analysis. - Strong understanding of machine learning algorithms.

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    I'm in need of a minimalist style AI logo designer. I'm looking for a logo that is simplistic yet communicates the essence of artificial intelligence. Key points: - The logo is aimed at establishing brand recognition and should be designed with a professional representation in mind. - The design should be centered around the color green. - Experience in creating logos for tech or artificial intelligence companies would be a plus. Looking forward to seeing your proposals.

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    I'm in need of a skilled, motivated Sales Person to help me sell my service. The target market for this service is both businesses and consumers. Key responsibilities include: - Prospecting new clients both through onli...clients both through online and offline methods - Managing and maintaining existing client relationships - Closing sales deals and meeting monthly quotas The ideal candidate should have: - Proven experience in a sales role, preferably selling services to both B2B and B2C markets - Excellent communication and negotiation skills - Prior experience using direct sales, online sales, and partnership networks Your role is crucial in growing my business. If you're a dedicated and results-driven sales professional who's ready to take on this challenge, I...

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    ...in need of a desktop application that automates sperm analysis, leveraging the power of AI. This software will be used to create spermograms. Key Requirements: - Automation of Sperm Analysis: The software should be able to fully automate sperm analysis. This includes motility, morphology, and concentration analysis. - Utilization of AI: The software should harness the capabilities of Artificial Intelligence to improve the accuracy of the analysis. - Creation of Spermograms: The main purpose of the software is to create spermograms. This requires the software to be able to present the analysis in an organized and understandable way. Ideal Freelancer: - Proficient in AI and machine learning, particularly in the healthcare or biological fields. - Experience with developin...

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    3d video creation 6 days left
    VERIFIED

    Looking for 1 person to help me create several short videos for marketing advertising on social networks. Here I leave you an example of animation:

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    ...trustworthiness. * Empowerment: Enabling clients to harness the power of data and cloud technologies to achieve their marketing goals. * Collaboration: Working closely with clients to understand their needs and deliver customised solutions. Design Direction: * Clean and minimalist design * Incorporate elements that symbolise data, clarity and improvement * Consider subtle elements that denote intelligence and technology Usage Guidelines: * The logo should be scalable and recognisable in both small and large sizes. * Ensure the logo is versatile and works well across various backgrounds. * Consider how the logo will appear in both digital and print media. Deadline: * 7 days * Code: Readit! Additional Notes: * The logo must be a unique and original design * Avoid overly comple...

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    ...finance (DeFi) Experience in running complex projects to success including several moving parts. The candidate should have the working knowledge to plan, execute, and monitor the success of articulated and multi-dependency projects. Exceptional and demonstrated negotiation and people management skills. Soft Skills Required Outstanding communication and presentation skills Sharp emotional intelligence. Capability of thriving in an ever-changing and unpredictable environment. Ability to operate independently in a decentralized, unstructured environment. Strong teamwork capabilities and a collaborative spirit. Skilled in relationship management and conflict resolution. Adaptability to rapidly changing technologies and market conditions in the blockchain space. Visionary thinking...

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    I'm looking for an experienced Google Ads specialist to manage a campaign promoting our company. The ideal professional should possess a good understanding of both Google Search and Display networks, as well as experience in video advertising on YouTube. Key Requirements: - Proficiency in Google Ads: Extensive experience in setting up, managing and optimizing campaigns across Google Search, Display, and Youtube is crucial. - Creative approach: Ability to create compelling ad copy and engaging video content. - Results-driven: Capable of increasing website traffic, generating leads, and improving brand awareness through the campaign. - Weekly updates on the ads. - Time-management: The project should be completed within a month. Ideal Skills and Experience: - Proven track rec...

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    I need a competent writer with a strong understanding of computer science to help me research and write content for a web-based system. Key Requirements: - Proficiency in various areas of computer science, particularly in Artificial Intelligence, Data Science, or Cybersecurity. - Ability to thoroughly research and cover a range of topics within computer science, such as Machine Learning, Algorithms, or Network Security. - Excellent writing skills and the ability to articulate complex technical concepts in an engaging and easy-to-understand manner.

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    IT Project Research Writer 6 days left
    VERIFIED

    I need a capable and experienced writer to research and write about an IT-related topic for me. Key requirements: - Expertise in relevant IT fields such as Blockchain technology, Artificial intelligence, or Internet of Things - Strong research skills to ensure the content is informative, accurate and up-to-date - Ability to write in an engaging yet professional manner

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    SEO Content Generation 6 days left
    VERIFIED

    Objective of the project The goal of the project is to develop an automated system that generates high-quality content related to beauty, cosmetics, skin and hair products, and makeup. This system must: Collect content from various sources (URL, RSS, XML) configurable by a Super User. Filter and process such content using artificial intelligence (AI) to improve it. Automatically publish enhanced content to a WordPress blog and various social networks. Provide an intuitive administration panel for managing system sources and configurations. Technologies and Tools Used Backend: Django Frontend: React Database: MySQL or PostgreSQL Monitoring: Prometheus and Grafana Containers and Orchestration: Docker and Kubernetes This project is already validated by AI tools to corr...

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    ...company Office 365 emails and SharePoint files via Azure API; store the data in long-term memory of the AI; and have autogpt agents, chat gpt and custom gpts with chaacter limits that can aswer questions on company emails and documents and also alert you when you or any staff forget to respond to something important. Ideal Skills and Experience: - Strong background in machine learning and artificial intelligence - Proficient in developing applications that can integrate with Office 365 - Experience with building applications that can scan emails and files - Knowledge of setting up alerts and chat functionalities - Ability to create agents for automated responses Please note that we're open to suggestions regarding the best programming languages and frameworks for ...

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    ...websites and dedicated adult content creator platforms. - Scout Requirements: - Exceptional eye for talent that fits within the adult industry. - Excellent communication skills to confidently discuss potential opportunities with new talents. - Having prior experience and connections in the adult content creator industry is highly desirable - you will need to have an understanding of the networks and content options available. The ultimate aim is to build a diverse talent pool that will invigorate our adult content platforms with fresh and engaging personalities. Your ability to understand and adapt to the ever-changing trends of the industry will be critical to your success in this role. Primary Objective: Identify and recruit top-tier adult content creators in t...

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    I'm looking for an experienced affiliate marketer to help me promote physical products targeting both men and women. Because this is a physical product, the ideal candidate should have experience in this area. Key responsibilities for this project include: - Identifying suitable affiliate networks for physical products - Crafting and implementing an effective affiliate marketing campaign - Managing and maintaining relationships with affiliates - Monitoring and analyzing campaign performance If you have a proven track record in this field, I'd love to hear from you. Please provide examples of successful physical product affiliate marketing campaigns you've managed in the past.

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    a better formated pdf for this text is attached: I'm looking for a skilled freelancer to create a series of short ebooks/scripts about artificial intelligence. Below are the project details: Content Scope: The series should consist of 15 scripts, covering topics from Beginner to Medium levels. We make no books for AI-experts. Pages: 15-25 per script You can use ChatGPT for this Writing Guidelines: You can utilize ChatGPT or similar AI tools to assist in writing the content. Ensure all content is original and not copied from other books to comply with copyright laws. Write in a conversational style, as the scripts will be converted into audiobooks. Free visual graphics are welcome but not mandatory. If you use images, ensure they are properly licensed and provide the lic...

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    ...com, but before I proceed, I need a thorough background check on the company and its owner. The ideal freelancer for this job should: - Have expertise in Open-source Intelligence methods - Be able to investigate and provide comprehensive information on the company's reputation, the owner's background, and the overall trustworthiness. - Have the ability to cross-check for financial fraud, legal issues, and misconduct. - Be able to cover a global perspective in their research, especially focused on the regions of United States, Europe, and Asia. Please provide details on your relevant experience with Open-source Intelligence, as well as any similar tasks you've completed in the past. Your familiarity with conducting such research on companies will be a s...

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    I'm in searc...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 Networks (CNN) and R...

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    I'm seeking a proficient developer to enhance my Admob settings on an Android platform. The scope of the project includes boosting revenue and setting up mediation. Key project aspects include: - **Increasing Revenue**: - Implementing strategies to optimize ad revenue. - Enhancing ad plac...project includes boosting revenue and setting up mediation. Key project aspects include: - **Increasing Revenue**: - Implementing strategies to optimize ad revenue. - Enhancing ad placements for better monetization. - **Mediation Setup**: - Setting up mediation in Admob to increase fill rates. - Suggesting and integrating ad networks best suited for my app. I don't have specific ad networks in mind; hence, your expertise in recommending effective networks...

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    I am looking for a freelancer to help me in drawing the developed Artificial Neural Network (ANN) which will predict data related to education. The visual representation of the selected parameters and the predicted data versus the actual data will be shown in the form of spreadsheets. Your role will be to: - Draw the developed ANN for education prediction - Show the selected parameters for the developed ANN - Visualize the predicted data versus the actual data in spreadsheets Ideal skills and experience: - Solid understanding of Artificial Neural Networks (ANN) - Experience in data visualization, particularly using spreadsheets - Familiarity with educational data or at least a background in developing predictive models in a related field - Ability to c...

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    I need to provide Amazon assessment team with a detailed network diagram flowchart. I'm seeking an experienced network architect to help me create a detailed network architecture diagram flowchart that encompasses. 1) Network firewalls or access lists that limit networks that can connect to networks and zones which host client data 2) Restricted zones or subnets to isolate zones which handle client data 3) A specific "allow" list of clients that may connect to subnets hosting customer data (host to host ACLs) 4) restrict network interfaces on servers or workstations (Which process client data) from being connecting to more than one network at any time 5) encryption as well as data minimization when transferring data between tiers Key Requirements: - Incorpor...

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    I'm on the hunt for a skillful coder proficient in web scraping, specifically for Website A. The goal of this project is for obtaining valuable and significant data for analysis, competitive intelligence, and price comparison. While there's no explicit mention of the type of data to be scraped, I anticipate that a capable offering will cater to a variety of needs such as: - Text content - Image content - Metadata Ideal Experience and Skills: - Proven experience with web scraping - High proficiency in handling large data sets - Comfort in navigating Website A - Ability to collect comprehensive data categories Looking forward to a potential collaboration to achieve this goal!

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    I'm seeking expert to assist in configuring a Site-to-Site VPN on my Zyxel USG Flex 50, ensuring secure and reliable communication between our networks. Key Tasks: - connect to a already existing site - configure usg flex to not use dhcp and other option. just need vpn. i have a box behind Ideal Skills and Experience: - Proficient with Zyxel USG series - experience in VPN connection

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    [NO AUTO GENERATED APPLICATIONS… WILL BE DELETED] I need someone familiar with affiliate marketing networks and sites. Someone that can find me some good affiliate products for me to ask. I'm hoping you can find impressive products that have potential to go viral. Tell me some good affiliate products into Instagram. REQUIRED: In your application tell me about some products that you have found for previous clients. Also name the affiliate networks that you have worked with.

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    at "" I'm seeking a professional who can provide Marketing and sales for my Cloud and Cybersecurity Architecture services Ideal Skills: - Proven experience in Cloud Infrastructure design and Cybersecurity. - Proficiency in Cyber Threat Intelligence Analysis. - Demonstrated success in developing effective Security Strategies. - Previous experience working with small organizations is a plus. Please provide relevant samples of your previous work and outline your approach to addressing our unique needs.

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    I'm seeking an expert in Python to help me with an Artificial Neural Network (ANN) implementation. Key Responsibilities: - Developing a comprehensive ANN tailored to our specifications. - Ensuring that the ANN is thoroughly trained. Ideal Skills and Experience: - Extensive experience with Python, particularly in the context of AI, neural networks, or machine learning. - Proven track record of successful ANN implementations. - Proficiency in the field of data science is highly advantageous. Please note that a strong grasp of neural networks and machine learning concepts is crucial for this project. Your ability to troubleshoot and debug effectively will be highly valued. Should you choose to bid, please provide examples of your previous work...

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    ...analysis of the black beans market in the city. - Identify and document the pricing trends of black beans in the local market. - Complete the questionnaire we provided Target Audience: - Consumers: Understand their preferences, purchasing habits, and expectations. - Retailers: Identify key players, their pricing strategies, and market positioning. - Distributors: Explore current distribution networks, challenges, and opportunities. - wholesale market of agricultural products - Agricultural supermarket - Ideal Candidate: - Located in Mexico City for on-ground research. - Strong background in market research and analysis is a plus. - Understanding of the food industry, specifically beans, is a plus. - Proficient in Spanish and English for accurate data collectio...

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    I'm looking for a skilled professional to help write a research blog on Artificial Intelligence (AI) and create an accompanying infographic. Ideal Skills and Experience: - Proven track record in writing engaging blog posts related to technology, specifically AI - Excellent graphic design skills to create a visually appealing and informative infographic - Familiarity with creating content for a tech-savvy audience The blog should be well-researched, informative, engaging, and easy to understand for a tech-savvy audience. The infographic should visually represent the key insights from the blog in a concise and clear manner. Please include any relevant samples of your previous work in your bid.

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    I'm looking for a professional who can create and execute an online survey to measure practitioners' acceptance of using artificial intelligence in educational contexts, and then analyze the results. Key Responsibilities: - Develop an online survey in line with current industry standards and best practices - Ensure the survey is engaging and encourages high completion rates - Analyze the results to draw meaningful insights - Provide a comprehensive report of the findings Ideal Skills and Experience: - Proven experience in survey design and execution - Previous work in the field of education and/or artificial intelligence - Strong analytical skills and the ability to draw actionable insights from survey data - Excellent written and communication skill...

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    ...resumes and job applications. Perform reference checks as needed. Provide a positive candidate experience throughout the hiring process. Requirements: Proven work experience as an HR Recruiter or similar role, preferably within the BPO industry. Familiarity with Applicant Tracking Systems (ATS) and resume databases. Strong knowledge of sourcing techniques, including social media and professional networks. Excellent communication and interpersonal skills. Ability to prioritize and complete projects within deadlines. Bachelor's degree in Human Resources, Business Administration, or related field preferred. Preferred Qualifications: Experience recruiting for BPO Sales roles such as CSR, RM, and Telesales. Knowledge of employment laws and regulations. Strong decision-making sk...

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    ...Mexico City. - Conduct a thorough competition analysis of the black beans market in the city. - Identify and document the pricing trends of black beans in the local market. Target Audience: - Consumers: Understand their preferences, purchasing habits, and expectations. - Retailers: Identify key players, their pricing strategies, and market positioning. - Distributors: Explore current distribution networks, challenges, and opportunities. Ideal Candidate: - Located in Mexico City for on-ground research. - Strong background in market research and analysis. - Understanding of the food industry, specifically beans, is a plus. - Proficient in Spanish and English for accurate data collection and reporting. - Excellent communication skills to interact with different stakeholders. This...

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    You must to be at least 16 years old and live in Latin America or Eastern Europe. ✻ NO EXPERIENCE REQUIRED ✻ You do not need any experience whatsoever, but you must be clever and eager to learn. No. I am *not* being charitable. I am being practical. ✻ PAYING YOU TO LEARN ✻ No. You aren't dreaming. I value intelligence and problem-solving ability over experience. I'd prefer to work with someone who is clever and learns quickly rather than someone experienced but is not very intelligent and/or does not solve problems scientifically. Would I hire an Isaac Newton or an Albert Einstein even if he had no programming experience? Of course I would. ✻ TESTS ✻ You must pass several difficult logic tests to work with me. The first logic test you complete for me will be an unp...

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    Need to find a programmer who understands computer networks and knows c# or python programming

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    I'm seeking an expert in dynamic routing of capsules networks with a focus on accuracy. This project involves: - Enhancing the dynamic routing algorithm to achieve higher accuracy in image data analysis, primarily for healthcare applications. - Applying the improved algorithm to four distinct datasets for thorough evaluation. Key skills and experience for this project include: - Proven expertise in dynamic routing of capsules networks. - Strong background in medical image analysis. - Familiarity with the healthcare domain and the unique challenges it presents. The goal is to push the boundaries of current dynamic routing techniques to deliver a more precise and reliable method for medical imaging. A successful project will not only result in improved accuracy but w...

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    Smart Tennis Program with AI 4 days left
    VERIFIED

    I am seeking a highly skilled developer with expertise in AI neural networks, particularly in Python, for a challenging project. Key Tasks: - Develop a sophisticated AI neural network - Create an intelligent program using open-source AI - Analyze tennis data for the program The primary goal of the program is to enhance player performance analysis through the use of AI. Ideal candidate: - Proficient in Python - Experienced in developing AI neural networks - Skilled in analyzing and interpreting data - Knowledgeable about tennis and sports analytics would be a plus

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    I'm looking for a skilled landscape designer to create a modern, sophisticated layout for my small entrance area (under 100sq ft). I am keen to incorporate elements such as artificial grass, tiles, white stone and plants. Ideally, you will have: - Proven experience in landscaping, specifically with modern designs - Ability to work with a small space and make it look larger - Expertise in choosing and arranging suitable plants - Knowledge of how to incorporate requested elements elegantly into the design - An eye for contemporary aesthetics and a knack for utilizing space creatively. I look forward to seeing your innovative and modern interpretation of my front entrance landscaping.

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    ...data to ensure it is clean, consistent, and free of errors. Data Annotation: Label the data appropriately for training machine learning models. 3. Model Development Feature Engineering: Identify and create relevant features from the raw data that will be used to train the machine learning models. Algorithm Selection: Choose appropriate machine learning algorithms (e.g., decision trees, neural networks) for the task. Model Training: Train the models using the prepared dataset, ensuring they learn to accurately diagnose hormone imbalances. Model Tuning: Fine-tune the models to improve their performance, adjusting parameters and using techniques like cross-validation. 4. Integration with Medical Data and Devices EHR Integration: Develop mechanisms to integrate wit...

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    I'm in searc...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 Networks (CNN) and R...

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    ...concepts and disciplines. Knowledge of enterprise information management processes and methodologies. Skills in database design, data security, and data lifecycle management (i.e., gathering, cleansing, publishing, archiving, back-up and recovery, and purging) for large enterprise systems. Familiarity with master data, metadata, reference data, data warehousing, database structure, business intelligence principles and processes, and technical architecture. Knowledge of database management systems, metadata management tools, cloud storage, and associated security considerations. . Combinations of experience and education will be considered on a case-by-case basis. Experience in data warehousing and governance. Practical experience in enabling data usability, availability, and effi...

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    I am looking for a skilled programmer proficient in artificial intelligence to build a chatbot as an website . - Specifics: The Chatbot's primary function must be to assist visitors in booking appointments. Its AI capabilities should include understanding and interpreting user input to provide a seamless scheduling experience. - Desired Expertise: Experience with AI programming, chatbot development and website integration is highly expected. Knowledge of conversational website chatbot for appointment booking systems will give you a significant advantage for this job. Successful completion of this project may lead to more future collaboration for enhancing the chatbot's functionalities.

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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 in these areas and a p...

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    ...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 ability to tune accuracy in the 80% - 95% range. - Familiarity with working on diverse image types, including scanned documents,...

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    ...follow instructions. Ideal skills would include strong communication, organizational and time management abilities. The most important thing is your willingness to learn and your reliability. Please only apply if you can commit to the specified hours and are serious about this opportunity. Having a computer is mandatory Should have at least 1 year of Virtual Assistance experience + Social networks experience is important + Jobs website handling is beneficial+ Ready to work 100% remote / work from home + Flexible hours + 6 days a week + Full time + Good computer + Good Internet connection + Start Immediate + From any country ( Indonesia / Bangladesh / Philippines / Asia / Africa countries / China / Russia / Bulgaria / Colombia / Peru / Venezuela / South America e...

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    I'm seeking a skilled market researcher to provide a comprehensive analysis of the potential market for a school discovery platform in the UAE. Pr...to better assist parents and schools in making informed choices. Disclaimer Regarding Payment Terms: Payment for the services provided under this research brief is contingent upon the fulfillment of all specified criteria within the scope of work. It is imperative that the research data supplied is genuine, up-to-date, and collected through authentic methods. Research generated through artificial intelligence or any automated systems will not be accepted. Additionally, the statistics and insights must be current and reflective of the latest market conditions. Failure to meet these standards will result in non-payment for ...

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    Project Title: Comprehensive Market Research for School Discovery Platform Overview: Our startup operates a school directory platform specifically d...better assist parents and schools in making informed choices. Disclaimer Regarding Payment Terms: Payment for the services provided under this research brief is contingent upon the fulfillment of all specified criteria within the scope of work. It is imperative that the research data supplied is genuine, up-to-date, and collected through authentic methods. Research generated through artificial intelligence or any automated systems will not be accepted. Additionally, the statistics and insights must be current and reflective of the latest market conditions. Failure to meet these standards will result in non-payment for the s...

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    SEO for the following keywords on for : bet of the day ai tips automated football tips football ai football ai software football artificial intelligence football predictor football tips ai soccer ai ai football predictions ai betting tips banker of the day euro football tips world cup football tips ucl tips

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    website: target: keywords: bet of the day football artificial intelligence bankers of the day

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    ...understanding of the technology's purpose and benefits. Key Points: - The video should be tailored for a general audience and potential investors. While the technology is designed to exceed government communication security requirements, it should be presented in a way that resonates with the general public. - The video should convey my background as a communications intelligence security officer. It must highlight my intelligence credentials, emphasizing my expertise and experience in the field. - The technology itself should be explained thoroughly, covering its main features and why it's necessary in today's cyber landscape. - The video should showcase the four key features of the technology and communicate its unique selling points. The ideal candida...

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    ...to outages, and scale clusters and storage solutions. Your Profile: Experience in System Administration You are proficient with Linux shell and GNU tools and understand network protocols and data routing. • knowing your way around a terminal Linux shell and GNU tools • being able to interpret system logs, reason about error conditions and mitigating/solving them on your own • knowing how networks work and communication/data routing • being able to work with IaC definitions (e.g., Terraform, Ansible, Kubernetes Manifests) • knowing some database administration foundational principles Knowledge in Container Orchestration You have experience in setting up Kubernetes clusters and dealing with persistent storage (in this case: a ceph cluster). DevOps Cu...

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    In this project, I'm searching for an experienced Python Developer who exhibits strong proficiency in web scraping, artificial intelligence, and machine learning. Key Responsibilities: - Utilize your expertise in Python, specifically focusing on AI-related tasks. - Web scraping will also be a significant part of the project, though details on the targeted data type are yet to be defined. Ideal Skillset: - Extensive experience with Python - High proficiency with AI and machine learning algorithms - Proven record of successful web scraping projects Please include samples of relevant Python, AI, or web scraping projects you've completed as part of your bid. I look forward to collaborating on this project.

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