Support vector machines for classification and regression일자리

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    2,000 support vector machines for classification and regression 건의 일자리 확인, 급여 기준: USD
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    Hello, my name is Emil Price and I am an online English teacher on Facebook (). I am looking for a quote on a website. This website will need to be able to stream live broadcasts, upload contents for viewers to purchase and view within the website and sell products and memberships to customers. We will also develop a phone application to support the websites content and so they must also be compatible. I will explain every part of the website in more detail. Home page – The home page will promote new events and guide users towards our 5 main sections. About • About 에밀티쳐(Emil Teacher) - The about section will give users information about 에밀티쳐 • Our vision- Information about our visions and goals &bu...

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    Want to develop some kind of Video Call App on Android. However, the Android Phone of Calller's Video won't be show on the screen. just show callee's Video & Voice only. Need to support at least 1year for un-expected error for our business.

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    I'm in need of an expert who can create a custom education and training platform that mirrors the functionalities and user experience of platforms like Udemy. Basic programming language php laravel.11 Key Features: - Course Creation Tools: I need the system to have user-friendly tools to enable easy content creation and updating. - Student Progress Tracking: Implementation of tools that monitor and track the progress of the students as they move through the courses. - Discussion Forum: A forum that allows students to interact with each other, ask questions, and discuss topics related to the course material. Content Offered: - Video Courses: The platform will have video lectures. - Text-based Courses: Supporting materials in text format. - Interact...

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    I'm looking to integrate a b...process bank transfers from customers on the website. - **Single Currency Support**: The payment system should only be set up to manage transactions in a single currency. Ideal Skills and Experience: - **API Payment Integration**: Prior experience in integrating payment APIs, particularly those for bank transfers, is crucial. - **E-commerce Development**: A strong background in e-commerce development and understanding of online purchase flows. - **Security**: Knowledge of how to implement secure payment solutions and adhere to industry standards. - **Compliance**: Familiarity with financial and online payment regulations would be advantageous. I'm looking for a freelancer who can ensure a smooth c...

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    ...looking for an expert mentor in the field to guide me through various aspects of molecular modeling and simulations. Key Responsibilities: - Provide advanced expertise in Protein structure prediction, Molecular simulations, Coarse-grain modeling - Support in understanding complex concepts - Assist in practical implementation and problem-solving Ideal Experience and Skills: - PhD in Computational Chemistry or Biophysics - Has publications in international journals - Strong background in Protein structure prediction, Molecular simulations, Coarse-grain modeling - Proven experience in mentoring or teaching - Excellent communication skills and the ability to convey complex technical information in a clear and concise manner Communication...

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    ...The deployment is hybrid, so familiarity with Windows, macOS, and Linux is ideal. - **Purpose**: The primary aim of the deployment is for text ebedding (vector db) and generation. - **Requirements**: Specifically, I'm looking for functionality related to Language modeling and retrieval augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) will also be a strong advantage. Your understanding of text generation ...

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    ...between Raspberry Pi and Panasonic Servo Driver (Model Number: MDDLT55SF) - Setting up CC-Link IE TSN communication between Raspberry Pi and Mitsubishi Driver (Model:MR-J5W3-222G) - Writing code for controlling the servo driver from the Raspberry Pi - Testing and debugging the system - Providing support for any issues that may arise during the project Previous experience with Raspberry Pi and Panasonic Servo Drivers is a must. Additionally, the ideal candidate will have a strong understanding of programming in Python, as well as a background in robotics or industrial automation. GUI in Raspberry Pi will have START button. When we click on start button: Step 1: Communicate with Start Panasonic Servo Driver 1 to rotate the Servo motor ...

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    ...(Basic Income Statement, Balance Sheet, change of Equity, and cash flow) as of 2024 March 31st (Year End 31-03-2024) 2. Maintain the company account and record transaction recorded (e.g: Journal Enters) 3. Recording and reconciliation of banking, AP, and AR transactions 4. prepare the accounting schedule (The “schedules”); A. Account Receivable, B. Account Payable, C. Payroll (Included MPF) D. Loan, E. Accrued expense. F. Amount due from/to G. Bank transaction. H. Fixed asset (with depreciation) 5. Prepare monthly financial statement (with the schedules Above) "Additional Scope" (I want you to do) 6. Using the accounting system "Odoo" for better recording process A. The Ideal scenario is keeping all the records at the Od...

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    ...markets due to high air and sea freight costs. To support these farmers and producer groups, our organization provides upfront funding for freight expenses. However, the existing process lacks a robust database system with simple bookkeeping features. We need a comprehensive solution that streamlines the entire process, ensures transparency, and automates accounting and reporting tasks. 2. Solution: Commodity Transportation and Funding App Key Features: User Registration and Application: Commodity growers, shipping companies, and airline carriers register through a user-friendly web interface. User details, including CRM data, are captured during registration. Freight Tracking and Reimbursement: Record transportation...

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    ...of the Awuor Support Initiative based in Uganda, dedicated to uplifting underprivileged children through education. Today, I'm reaching out to you with a heartfelt plea to support three remarkable children - Alice Alyeko, Ben Otim, and Emma Mukutu - in their educational journey. Education has always been my passion and driving force. Growing up in Uganda, I witnessed firsthand the transformative power of education in breaking the cycle of poverty and empowering individuals to create better lives for themselves and their communities. It's this belief that led me to establish the Awuor Support Initiative, aiming to provide equal educational opportunities to children who are often overlooked and underserved. Donate ...

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    I am looking for a business professional to help me with the financial projections for vending machines to be placed at an apartment complex. This is a straightforward task that requires the creation of a profit and loss statement and chart. Key requirements: - Develop a profit and loss statement and chart for the vending machines (Snack, Beverage, Laundry and ATM) to be placed at the apartment complex - Focus on evaluating the profitability of this project Ideal skills and experience: - Proven experience with financial projections, specifically profit and loss statements and charts - Strong business acumen - Familiarity with the vending machine industry is a plus, but not mandatory.

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    I have an AI generated image. I need someone to correct the text and add / fix the image such as the bicycle being in 2 parts. It should be done as a vector in layers ready for screen printing.

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    ...should comprise multiple worksheets showing the models, the regression analysis summary, the comparison of model performance, the decision tree, and the calculations you used to answer the task questions that require you to complete in Excel USING SOLVER. -report should be mainly for the economic order quantity (EOQ) analysis and the answers to the qualitative questions. No introduction -1900 word report -There should be at least FOUR worksheets in the Excel workbook. Two of them should show the following two demand forecasting methods that you are required to use to forecast the demand of 5 kg ice bags at Caltex, a petrol station in Melbourne. 1. Moving average 2. Static method. for the other two: summary of the regression analysis for...

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    Salesforce Support 6 일 left
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    ...highly skilled and experienced Salesforce freelancer to join our team and provide up to 12 hours a week of exceptional support for a variety of Salesforce Clouds, including: Sales Cloud Service Cloud Financial Services Cloud Experience Cloud Responsibilities: Manage and resolve incoming Salesforce support tickets with a focus on efficiency and accuracy. Diagnose issues across various Salesforce Clouds and recommend solutions. Leverage your expertise in Lightning Web Components (LWC), Flows, and Automation tools to streamline processes and improve functionality. Collaborate closely with internal teams to ensure seamless ticket resolution and customer satisfaction. Maintain a comprehensive understanding of Sale...

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    • Description I'm looking for a part-time administrator to assist with data entry and VAT calculations for half an hour per month initially. Initially, we need monthly half-hour administration support to: 1) Copy and paste the Revolut bank statement into a spreadsheet. Then, select the appropriate category for the item. You also have to copy and paste or calculate the VAT for the item. 2) Copy and paste the bank statements (an estimated 6 bank accounts) and select the appropriate category for each item. • Delivery You will be given a Google Sheet template and bank statements to work on. You will work autonomously with minimal supervision. • Workplace You will be working online rem...

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    • Description I'm looking for a part-time administrator to assist with data entry and VAT calculations for half an hour per month initially. Initially, we need monthly half-hour administration support to: 1) Copy and paste the Revolut bank statement into a spreadsheet. Then, select the appropriate category for the item. You also have to copy and paste or calculate the VAT for the item. 2) Copy and paste the bank statements (an estimated 6 bank accounts) and select the appropriate category for each item. • Delivery You will be given a Google Sheet template and bank statements to work on. You will work autonomously with minimal supervision. • Workplace You will be working online rem...

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    ...residing in Pune who can support me with managing emails, scheduling appointments, and help in daily activities. The role will require 50 hours of work per week. Key responsibilities: - Responding to emails and managing my inbox - Scheduling appointments and managing my calendar - Assisting in daily activities and other office related tasks as needed The ideal candidate for this role will have: - Proven experience in managing emails and scheduling - Proficiency in Microsoft Office suite - Strong organizational skills - Previous experience in customer service would be a plus Candidate has to be from Pune, India Your ability to prioritize tasks, communicate efficiently, and maintain a high level of confidentiality will be critic...

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    ...cutting-edge Geographic Information Systems (GIS) Specialist/Subject Matter Expert skilled in Arc GIS Pro and Online products and experience with workflow integrations and other Esri service offerings. Show off your advanced skills and experience in Arc GIS Online to provide a sophisticated mapping solution that can support real-time updates and customizable layers on these interactive maps that support workflows that update plotted objects visually. Key Responsibilities: - Generate interactive maps making use of appropriate data sources using Arc GIS Pro, Imagery Analyst Extension, Site Scene, Workflow Manager and other ESRI products to support the project outcome. - Conceptualize and establish raster layer...

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    NDA (비밀 유지 계약서)
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    I'm seeking a talented and experienced illustrator who specializes in cartoon-style art for a children's book project. The project includes the creation and design of characters. Key elements include: - Designing and illustrating less than 10 pages of a children's book in a cartoon style. - Creation of unique and captivating characters to support the narrative. - Full-color illustrations that are engaging for young readers. Ideal candidates should have a strong portfolio demonstrating their ability to create cartoon-style characters and environments. Experience with children's book illustration will be highly regarded, but isn't essential. Creative input is welcomed.

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    ...Title: Full-Stack Developer for WordPress, .NET Middleware, Azure Integration, and SDK Development Job Overview: We are seeking an experienced Full-Stack Developer to spearhead the development and integration of key system components within our e-commerce platform. The successful candidate will lead initiatives to enhance user interactions by developing a WordPress plugin, building a robust .NET middleware API, and integrating advanced Azure-based messaging services. Additionally, the role involves creating an SDK to facilitate easy integration for third-party AI bot services. This position is crucial for ensuring that our platform not only meets current technological standards but also adapts to future advancements and user needs, enhan...

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    ...looking for a skilled web developer who can create a custom raffle/lottery website script with the following features and specifications: - Cryptocurrencies: The platform should support Bitcoin, Ethereum, Litecoin, BNB, USDT, AVAX, SOLANA, and TRX. If we can add other cryptocurrencies, will be so nice. - Winner Selection: The system should randomly select a winner from the first 1-6 numbers of the raffle/lottery tickets. If admin wants to choose the number which will be result after lottery, should have access to do it. - External API Integration: The website should be integrated with: - Crypto payment gateways for seamless and secure transactions. - Email notification services for communicating with participants. - Real-time chat ...

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    I'm looking for a talented and experienced web developer to enhance my existing betting website with new features and a fresh design. The primary goal is to make the site more engaging for users and ultimately boost its profitability. Key Project Details: - Fix the user interface - Integrate automatically payments - Implement API connectivity: Successful candidates should be able to seamlessly connect the website to relevant APIs to support the new features. Requirements: - Proven experience in web development, particularly in the betting industry, is highly preferred. - Proficiency in UI/UX design to ensure the website is not just functional but aesthetically pleasing. - Familiarity with API integration is a must. - Knowledge of sport...

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    ...The primary goal of our organization is to raise funds to support our cause. The ideal candidate will have prior experience in creating and implementing successful fundraising strategies for non-profits. - Online Campaign Expertise: We are particularly interested in exploring online campaigns as a means to reach a wider audience and raise more funds. The selected freelancer should be well-versed in the latest digital marketing techniques, online fundraising platforms, and campaign management. - Social Media Fundraising: We intend to focus on social media as our primary platform for online fundraising. The candidate should have a proven track record of utilizing social media effectively for fundraising purposes. Ideal candidates for...

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    I am in need of a developer to assist me in setting up a system that will automatically remove users from my Discord server when they unsubscribe from my Stripe payment system. Key Requirements: - I need an automatic removal process; I would prefer th...my Discord server when they unsubscribe from my Stripe payment system. Key Requirements: - I need an automatic removal process; I would prefer that it is triggered when a user unsubscribes from my Stripe. - The system should match Stripe customer data with their Discord username. - This is primarily for customer support purposes, not intended for any other usage. Ideal Skills and Experience: - Proficient in Stripe and Discord API integrations. - Experience with user management systems and data ...

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    I'm in the process of launching a new business and I need an experienced web developer who can help me create a top-notch e-commerce platform. It will be a user-friendly, secure, and professional online store where customers can easily browse and purchase products. Key Features: - Integration of Credit Card payment gateway: The primary payment method on the platform will be Credit Card. It's crucial that our developer is familiar with integrating this into an e-commerce system. - International Shipping Support: The site should support worldwide shipping. It will be essential that the developer ensures that shipping quotes are accurate and that the system properly calculates shipping costs for each order. I'm looking for...

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    I am looking for an expert web developer well-versed in designing highly effective, SEO-optimized websites with a knack for understanding the tax relief industry needs. Key Features: - Integration of an online contact form, live chat support, and a space for showcasing client testimonials. - Design the website drawing inspiration from high-traffic sites within the industry like Omini Tax Relief and Optima Tax Relief. Ideally, you should have: - Significant experience in creating successful, high-traffic websites. - A sound understanding of SEO principles and direct experience in implementing them. - The ability to make effective design decisions in line with the industry's expectations and current trends. I am open to the dev...

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    I am looking for a Cantonese-Spanish translator to accompany me on a daytime business trip to Guangzhou in June (06/28, 07/1-2-3). The trip will last less than a week and involves business negotiations. Ideal candidates should be: - Speaks Cantonese and Spanish fluently. - Strong in industry-specific terminology, particularly in business. - If possible, have some experience in exports. Your main responsibility will be to help me with translations during the different business meetings that are scheduled. Their role is crucial to ensure fluid communication. Your support will be greatly appreciated.

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    ...that would support live TV streaming specifically. Here are the project specifics: - **Primary Feature**: The main function of the app is to support live TV streaming. This is the core feature that will require meticulous implementation. - **Content Categories**: The live streaming feature will specifically focus on TV content. This includes channels that cater to TV shows, documentaries, or other related TV broadcasts. - **Device Compatibility**: The app should be compatible with Samsung and LG smart TVs. The ability to ensure the app runs smoothly across different models of these brands is crucial. Ideal candidates should have: - Proven experience in developing TV applications - Advanced knowledge of live streaming protocols and technologies - Familiar...

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    ...seeking an expert in Python for a Natural Language Processing project focusing on text classification of social media posts. Key Project Features: - The goal is to build a Python coding notebook that can efficiently classify different types of text within social media posts. This will require a deep understanding of NLP principles and techniques. - The project primarily demands the use of Python for its implementation. Ideal Skills and Experience: - Expertise in Python programming is a must. - A strong background in NLP, particularly in the area of text classification, will be highly beneficial. - Prior experience working with social media text data would be a plus. If you're confident in your Python and NLP skills and ...

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    I'm in need of a Point of Sale (POS) interface that works on both Android and iOS devices. The main functionality requirement for this interface is barcode scanning. Additionally, I need this POS interface to support multiple user profiles, each with their unique access levels. Key Project Requirements: - Develop a Point of Sale interface that functions on Android and iOS platforms. - Implement barcode scanning capabilities within the interface. - Create a multi-user system with different access levels for each user. I'm looking for a developer with experience in: - Android and iOS development - Barcode scanning integration - User management systems

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    I'm in need of a grant application speci...assist with a government grant application. This grant is meant to support our operational costs. Key Responsibilities: - Find and apply for grants application - Ensuring all necessary documentation is included - Submitting the application within the specified timeline - Ensure the grand payout Ideal Candidate: - Proficient in grant writing, particularly with government grants - Experience with operational cost grants is a plus - Excellent attention to detail to ensure all necessary documents are included - Strong communication skills to ensure smooth submission process All the necessary documents are prepared so you can dive straight into the application process. Looking forward to your expertise in securing this gra...

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    I need a skilled developer to create a WordPress plugin that enables the preview of .3mf, .stl, and .obj 3D files on my website. Requirements: - The plugin should support previewing of .3mf, .stl, and .obj 3D files. - The 3D file previews should be interactive and visually appealing. - The plugin should be compatible with WordPress. Ideal Skills: - Proficiency in WordPress plugin development. - Experience with 3D file handling and rendering. - Strong understanding of front-end technologies for creating visually appealing 3D file previews.

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    I'm actively seeking virtual assistants proficient in using advanced software tools, including cloud storage and project management software. Essential tasks that need to be managed are: - Data entry: Accurate and efficient data input is required, particularly into project management software. - Email and calendar management: Duties include organizing my inbox, prioritizing emails, and managing my schedule. I anticipate requiring support for more than 20 hours a week. As such, freelancers should be available to commit to a significant amount of time. Ideal candidates will have a proven track record in similar roles and excellent references.

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    I need a CRM solution designed around the latest version of Odoo, Odoo 13 or Zoho. I'm looking for developers with specific skills and experience customizing Odoo CRM or Zoho Creator (CRM). Key features I need to integrate: - Contact management - Management of the Contracted Services pipeline - Customer support tickets - Agenda management with confirmations via automation via email and Whatsapp - Patient Medical Records - Integration and Management of WhatsApp messages - Built-in video calling appointments Additionally, the project requires specific design and branding elements that will be explained in more detail during the selection process. An eye for detail and a creative mindset are required to meet the specifics of the ...

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    ...professional who can help me draft a comprehensive business plan for my digital library project. The plan will play a crucial role in securing a sponsor to support our objective of promoting literacy and education through a digital platform, targeting the general public. The Idea of the project is to translate sceintific papers/articles onto the Arabic language. Articles will be primerly from the English language for the time being but the longer aim is to include more languages, like chinese/russian/german/french..etc. some articles will require permissions but we can start with open source articles as a start. the articles will be published after translating them into arabic in a website and then they will be available to read for free, but ...

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    Trophy icon JPEG to Vector 2 일 left

    Hello, I want Logo like picture.

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    We are seeking a highly skilled and experienced WordPress developer to handle the migration of an existing website to a new hosting provider. This role also involves updating the WordPress core software and all plugins, ensuring the security and integrity of the site, and providing ongoing maintenance. Responsibilities: 1. Migrate the existing WordPress website to a new hosting provider. 2. Update the WordPress core and all installed plugins to their latest versions. 3. Verify the security of all plugins and scripts. 4. Identify and remove malware to clean up the website, which is currently flagged on up to 8 malware sites. 5. Address and resolve any 3rd party malware reports. 6. Provide ongoing WordPress maintenance and secu...

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    ...Designer / Publisher ? Please read the entire project and respond only if you are the right candidate and agree with the salary. Automated bids will be ignored. About the Role: Are you a passionate WordPress enthusiast who loves design and development? We are looking for a Remote Part-Time WordPress Developer / Publisher to join our dynamic team. This role offers the flexibility to work from anywhere in Pakistan, collaborating with team members to create and maintain stunning WordPress websites. Responsibilities: Design & Development: Crafting visually appealing and fully functional WordPress websites. Content Management: Publishing and updating content across WordPress sites efficiently. Blog Management: Editing, publishing,...

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    NOTE: PLEASE MESSAGE ME IF YOU ARE AN EXPERT AND INTERSTED IN THE PROJECT. I'm currently seeking an expert in AI/Machine Learning, particularly in Natural Language Processing (NLP), who can assist in developing a solution using Python, Vector DB, Neo4j and GPT API. The main goal of this project is to create a sophisticated NLP solution that can work with text data such as documents and emails. Key Requirements: - Strong background in AI/Machine Learning, specifically in NLP. - Experience with Python, Vector DB, Neo4j and GPT API. - Ability to deploy the solution on a Local Server. Your tasks will involve: - Developing an AI/Machine Learning solution using the specified tools. - Ensuring the solution is optimized for processing tex...

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    ...details FOR EXPERTS WITH EXTENSIVE EXPERIENCE IN THE FIELD ONLY Objective: Scoring Algorithm for evaluating potential investments Data Source: 200+ proprietary historical records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) • Implementation methods for feature selection (e.g. correlation Analysis, feature importance, etc.) • Identify and run different algorithms (e.g., logistic regression, decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation • Performa...

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    I have a logo in a PDF format that I need converted to a vector format. In your application, please include your experience with similar projects. Please note, I do not require any specific color adjustments. Just a direct conversion from the PDF to a vector format.

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    I'm on the lookout for an experienced GDPR solicitor who can provide sound advice and representation on legal issues primarily concerning data breaches. My organization routinely deals with a considerable volume of potentially sensitive phone call records. Here are the main tasks that the right candidate should be prepared to handle: * Legal Guidance: I need expert advice on how to navigate legal disputes related to potential data breaches involving phone call records. * Legal Representation: The ideal candidate must be well-versed in representing an organization during any potential legal dispute, with an emphasis on data breaches. If you have a thorough understanding of GDPR compliance, with a particular emphasis on data breach protocols - I would like to hear from y...

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    I need a machine learning model developed in Python. This model should ...machine learning model developed in Python. This model should be able to evaluate prospective student applications by comparing them to historical data sets. The goal is to classify and sort the new applicants efficiently. Key Requirements: - Develop a classification-based machine learning model in Python - Understand and work with historical data sets to evaluate new student applications - Deploy the model in a web application format for ease of access Ideal Skills and Experience: - Strong background in machine learning and Python - Previous experience in developing classification models - Ability to understand and work with large data sets - Prior experience...

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    Logo needed for brand offering fundraising services for charitable causes. Designs should include iconic logo and text. *Important; only *creative and original* designs that you yourself have created should be entered. *Please do not duplicate the designs of other contestants. If a winning design has been duplicated, the award will go to the original design. > Brand name >> Causes for Caring << > Brand theme; love, caring, and charity with subtle connection to medical care > Brand Colors: We would like to see a variety of appropriate color options for the brand (see brand theme above), 2 -3 colors per design > The design should be effective in black and white as well as color > The design should be ...

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    ...service on business and educational websites. In order to effectively address this requirement, the chatbot should be AI-powered. Key Requirements: - Development of a customizable chatbot SaaS platform: The chatbot needs to be easily adaptable and integrable for both educational institutions and businesses. - AI-powered Chatbot: The chatbot should be equipped with AI capabilities to facilitate efficient and effective customer service. - Integration Capabilities: The chatbot should seamlessly integrate with CRM software for customer management and live chat support. Ideal Skills: - Proficiency in chatbot development, particularly SaaS platforms. - Expertise in AI and machine learning to deliver an AI-powered chatbot. - Expe...

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    ...design and build a highly specialized mobile platform. The platform should be able to adapt to various unique applications. This platform should be intuitive, user-friendly, and able to support a range of features. Key Features: - Natural Language Processing: The platform should possess advanced natural language processing capabilities. - Voice Chat: The ability for the platform to support voice-based communication. - Image and Multimedia: The platform should support a range of multimedia options, from text to photo uploads. Platform Support: The mobile application should support the interface and experience similar to that of Pi from Inflection AI or ChatGPT from OpenAI. Design: The design should be sleek and...

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    ...solutions for small businesses, including CRM, marketing automation, graphic design, and print solutions. Our goal is to streamline operations and drive growth with smart, reliable, and professional tools. Design Guidelines: Concept and Style: Modern and Professional: The logo should reflect a contemporary and professional look. Innovative and Smart: Emphasize the innovative and intelligent nature of our automation solutions. Fluidity and Flow: Incorporate elements that suggest smooth operations and efficiency. Color Palette: Primary colors: Consider using blues, greens, or grays to convey trust, innovation, and reliability. Accent colors: Orange or silver can be used as accent colors to add vibrancy ...

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    I'm looking for an expert developer proficient in creating chat systems that run smoothly on both websites and mobile apps. The chat system should support engagement between up to 10 users simultaneously. To keep things simple and focused, the functionality of this chat system will strictly be text messaging, no file-sharing or video calling required. Ideal skills and experiences include: - Proven track record in developing chat systems - Expertise in cross platform compatibility - Efficient and clean coding practices

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    I am looking for the long term project support. Ideal preference would be to have experience in SAP EWM topics and be able to support in Functional specification design

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