10 Algorithms Machine Learning Engineers Need to Know
Want to know the most commonly used algorithms which can be applied to any data issue? Here's the list.
...`contador_dia`, `contador_mes`: integer counters - `ultimo_reset_minuto`, `ultimo_reset_hora`, `ultimo_reset_dia`, `ultimo_reset_mes`: datetime fields to control resets #### 1.3 Token Validation For each request the API must: - Check whether the token exists and is active - Check that `data_expiracao` has not passed (if not null) - Check all configured limits (per minute, hour, day, month) before processing If any limit would be exceeded, no process in the request should be handled. *** ### 2. API Endpoints #### 2.1 Main Endpoint: `POST /consultar` **Request JSON:** ```json { "token": "abc123xyz", "processos": [ { "numero": "4001323-38.2025.8.26.0505", "tipo": "primeiroGrau" }, ...
I want to turn my Bac Bo tables into data and real-time insight. The bot’s core mission is to analisar padrões de jogo so it can spot profitable moments and push clear signals before a new hand is dealt. What it must detect • Sequência de vitórias/derrotas para cada lado • Padrões de apostas dos jogadores ao redor da mesa • Qualquer outro possível padrão relevante e, quando encontrado, já sugerir a entrada correspondente How I need the findings delivered • Relatório em PDF gerado automaticamente no fim de cada sessão • Atualização em tempo real numa interface simples (web ou desktop) • Notificação instantânea por email e via Telegram — a ...
I need an app developer to create an application with artificial intelligence capabilities. The app should be able to identify specific parts of images and pixelate them at varying levels. The ideal freelancer should have experience in AI development, image processing, and app creation. Portuguese-speaking developers are preferred. --- Preciso de um desenvolvedor de aplicativos para criar um aplicativo com recursos de inteligência artificial. O aplicativo deve ser capaz de identificar partes específicas de imagens e pixelizá-las em diferentes níveis. O freelancer ideal deve ter experiência em desenvolvimento de IA, processamento de imagens e criação de aplicativos. Desenvolvedores que falem português são bem-vindos.
...well. Project Proposal: Chat Consultation System for CannabisLink (Version 3.0 - Enhanced) 1. Current Context of the CannabisLink Platform (EXISTING) CannabisLink is a platform built on WordPress. Currently, it already has: Registration System: Doctors and patients are registered users on the platform. Scheduling and Payment: It uses FluentBooking for appointment scheduling and online payment processing. Current Consultations: Consultations are conducted via video call (Google Meet, Zoom, etc.). Content: It has a contact area and a blog with relevant posts. Registered Doctors: Currently, it has 4 registered doctors. Current Challenges: The cost of consultations (R$250.00) and the video call format are perceived as barriers. The transition to a chat-based model aims to reduce co...
...clone of our server will be provided if you think it’s necessary, but there will be some configurations to change, but full access will be given to the chosen coder. Only after everything is done and tested we will allow the coder to place things online. Testing Policy (For Developers) We are not the testers. Developers must test their work before submitting. All features, including payment processing, digital signature flows, CRM validation, and chat functionality, must be fully tested by the developer before delivery. Any simple or avoidable error that clearly shows lack of testing may be grounds for arbitration. You are expected to deliver tested, working modules. If something cannot be tested (e.g., due to environment restrictions), please communicate that clearly w...
Quero automatizar meu WhatsApp para ler e-mails e responder alguns e-mails específico no WhatsApp para as pessoa quando pergunta
The VetroGuard software is the system's brain, responsible for processing images and videos to detect and classify defects in glass and mirrors. It utilizes advanced computer vision and machine learning algorithms to identify a wide range of defects, from scratches and stains to bubbles and deformations. Additionally, the software generates detailed reports with information about the detected defects, aiding in quality control and production process optimization. Image Processing Software: Image pre-processing algorithms for lighting correction, noise removal, edge enhancement, and defect segmentation. Computer vision algorithms for defect detection such as scratches, stains, bubbles, deformations, and inclusions. Feature extraction algorithms for extracting cha...
...a step-by-step guide on how to do this: 1. Set Up a Python Environment with rembg First, you need a Python environment with the rembg library installed. You can install rembg by running: bash Copiar Editar pip install rembg This will allow you to remove backgrounds from images using Python. 2. Create a Python API with Flask or FastAPI You need to create a simple Python API to handle image processing. Flask is a lightweight option, and FastAPI is a fast and modern option. Here’s an example of how to create a simple Flask API: (Flask Example) python Copiar Editar from flask import Flask, request, jsonify from rembg import remove from io import BytesIO import base64 app = Flask(__name__) @('/remove-bg', methods=['POST']) def remove_background(): ...
...Include predictive analytics to forecast potential order issues. Email Classification & Sorting Module:Utilize NLP to classify incoming emails into categories (e.g., Sales, Support, Urgent).Automatically sort and label emails, optionally triggering auto-responses or alerts for urgent messages. Smart Operations Analytics & Optimization Dashboard:Provide real-time KPI monitoring across modules (processing times, error rates, etc.). Offer predictive analytics, alerts, and AI-driven recommendations for process for custom reporting and integration with popular BI tools. The platform will integrate seamlessly with existing ERP, CRM, and email systems via robust APIs. It must be secure, scalable, and capable of continuous learning and improvement. Project Scope & Delive...
Estou procurando um bot totalmente automático que possa enviar sinais relacionados ao jogo de cassino Bac Bo para meu canal Telegram. Os requisitos incluem: - Envio de sinais de início de jogo, sinais de aconselhamento de apostas e atualizações de resultados. - Utilizando meus adesivos pré-desenhados de vendavais e verdes para as mensagens. - Operando de forma totalmente autônoma, sem a necessidade de entradas manuais. As habilidades ideais para este projeto incluem experiência em desenvolvimento de bots, familiaridade com a API do Telegram e compreensão de jogos de cassino, especificamente Bac Bo. Este projeto requer um desenvolvedor que possa criar um bot envolvente e funcional que possa aprimorar a experiência de acompanhar ...
...and WhatsApp integration with the purpose of automating my lead screening process. This integration aims to improve my lead generation methods and enhance customer support efficiency. Key Features: - Natural language processing to understand and respond to customer queries effectively. - Sentiment analysis to gauge customer reactions and needs. - Lead qualification to determine the likelihood of a lead becoming a paying customer. Our preferred development language for the AI agent. Ideal Skills: - Experience in AI system development - Knowledge of natural language processing, sentiment analysis, and lead qualification - Experience in WhatsApp API use and integration Your role would involve designing an AI Agent for this purpose and integrating it seamlessly with What...
...DC-DC Step-Up Boost converter with the following specifications: Input Voltage: 20 to 30V Output Voltage: Adjustable from 35 to 52V Current: Support up to 8A Specific Requirements: Maximum Voltage Adjustment: The board must include a method for adjusting the maximum output voltage limit. Current Limit Adjustment: Implementation of a system for adjusting the current limit through a 0 to 3.3V input signal, where 3.3V corresponds to the maximum limit of 8A. Shunt Resistor and OPAMP: Incorporation of a shunt resistor with OPAMP, including potentiometers for fine calibration. On/Off Function: The board should allow the option to switch between input voltage (off) and amplified output voltage (on), controlled via the shunt resistor. Automatic Voltage Control: Ability to automatically...
...managing and controlling trading operations. The focus is on accuracy, efficiency, and the ability to process multiple sheets in parallel. Key Features: Integration with Excel: Continuous querying of an Excel spreadsheet to check for new orders and update the status and results of existing orders. Capability to process multiple sheets simultaneously, with specific configurations per sheet (processing URL, access token, update interval). Order Execution and Management: Order creation based on criteria such as date, time, value, price, stops, status, transaction ID, type of operation, and currency pair. Order updates with information like PNL, status, confirmation of registration, and execution status (open, executed, closed), as well as the date of the last check. ...
...managing and controlling trading operations. The focus is on accuracy, efficiency, and the ability to process multiple sheets in parallel. Key Features: Integration with Excel: Continuous querying of an Excel spreadsheet to check for new orders and update the status and results of existing orders. Capability to process multiple sheets simultaneously, with specific configurations per sheet (processing URL, access token, update interval). Order Execution and Management: Order creation based on criteria such as date, time, value, price, stops, status, transaction ID, type of operation, and currency pair. Order updates with information like PNL, status, confirmation of registration, and execution status (open, executed, closed), as well as the date of the last check. Data Collect...
preciso que a aplicação NODERED rodando no linux cadastre em uma tabela no banco de dados MARIADB uma mensagem enviada ou recebida pelo aplicativo android SIGNAL.
The main goal is to finishing a incomplet program developed in C++ with the FFmpeg library to capture streams (Audio and Video). The program is almost finished (~80%), thus it is required to finishing the program and perform extensive tests to find bugs and to ensure the program robustness. The program runs on a Linux server and its processing is control via Cgroups, due to the high load processing of streams. Advanced knowledge of C++ coding is required and it is also required at least a basic knowledge of the FFmpeg library. Basic Linux knowledge is also desirable. The payment may be discussed. _______________________________________________________________ Finalizar um programa desenvolvido em C++ com a biblioteca FFmpeg para captura de streams (Áudio e Ví...
Programación orientada a objetos en c++ para processing
Olá! Tenho um trabalho de faculdade que por não ter conhecimentos em código não consigo realizar. O objetivo do trabalho é uma animação realizada em código no Processing (JavaScript) para colocar numa plataforma/ site da cadeira. Esta animação tem que conter interação. A minha ideia seria começar com uma imagem simples e ao clicar no rato ou numa tecla começaria a existir manchas estilo pintura em movimento e de diferentes cores que ocupariam toda a animação, depois, ao clicar outra vez na interatividade surgiria outra mancha ou imagem. Muito obrigada!
...base para a geração dos nossos mapas. English ---- I would like a logo that represents my business. With the logo I hope to receive a manual exemplifying its use, showing restrictions of use, spacing, color motivations, flow of ideas and justifications for the forms used. Everything must make sense within our context. Our name is AtlasMap. Our company operates in the area of image processing obtained through drones, generating maps, orthomosaic, three-dimensional models and reports based on multispectral models. Photogrammetry is a key word of our business. Our main competitors are: Pix4d, Dronedeploy, Methashape, Oneatlas (boeing). We think of a modern logo, which is applicable on embroidered fabric, and has a version for backgrounds with images...
Eu preciso de você para desenvolver um algoritmo em Python que faça traduções do inglês para português para conteúdos sobre o jogo de xadrez. Como o jogo de xadrez tem termos específicos, as traduções ficam muito ruins em tradutores comuns. Este trabalho exigirá conhecimento em Machine Learning e Natural Language Processing, entre outras skills. Conhecimento em xadrez é algo desejável.
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[REACT NEXT] Special Layout for Desktop Tasks * On our web project project, we have 2 UI’s with the same component structure: * http://localhost:4000/createSignal * http://localhost:4000/updateSignal * Both of the UI’s require the implementation of the “Signal template form” on a side bar with a fixed width, that should be placed next to the chart * For the full layout impact follow the design specs on Zeplin and here: * * Quality factors * Apply high precision on making margins and paddings according to specs * Make use of Shopify layout components * Map all text and labels to the language file Acceptance
...para manter e dar continuidade ao desenvolvimento e implantação de um sistema em arquitetura Open Source GIS com ferramentas PostgreSQL, PostGIS em ambiente linux compatível com os padrões de mapeamento do Consórcio OpenGIS (OGC) tais como: - WMS - Web Map Service - WFS - Web Feature Service - WFS-T - Web Feature Service Transactional (ability to edit) - WCS - Web coverage service - WPS - Web Processing service - WMTS - Web Map Tile service...
Eu preciso de um aplicativo para iPhone e Android . Eu já tenho um projeto para isso, eu só preciso que ele seja construído.
Tenho um Robô de Forex (EA) que utiliza sinais de alguns indicadores e realização operações automáticas. Preciso realizar alterações nos sinais de entrada e saída das operações. O Robô se baseia nessa estratégia disponibilizada no link abaixo
...search's output and the HTML. Link: Performance target: 250,000 searches per day. Management features: parallel execution, play, pause, restart, resources management, e.g., it should be possible to tweak the application to deploy additional resources in order to boost performance, real time processing visualization. Resources: the delivered system may use third party providers to solve CAPTCHAs or manage proxies (e.g., anti-captcha and Luminati). Architecture: the delivered system must be scalable via docker and AWS. Preferred languages are Python, Java, C# (.NET). Preferred databases are SQL databases, MongoDB or Elasticsearch. Use case: we should be able to input to the system huge lists
...etapas. IMPORTANTE: Caso tenha interesse no trabalho, favor solicitar via chat/mensagem os codigos e artigo para analise. De seu lance FINAL. ######################################## I'm looking for a decoder / programmer for a freelance job (Home Office). The Freelancer must have knowledge in MatLab. Preferably, more not necessarily, to know Computer Networks, Digital Image Processing and Mathematical Modeling for future works. The service consists of reproducing results of a study / article, where the codes (MatLab) I have with me, and later help me to propose improvements in the code, such as reproduce the same results, being in real-time videos. (I have the codes). The service will be divided into the following steps: 1- Understand the prop...
image processing, matlab, vc++, mobile app
Hi danilogbotelho, Vi seu perfil no Freelancer e gostaria de saber se você não estaria interessado em usar suas habilidades com Python para captar apenas alguns poucos dados do TSE, filtrá-los e fazer algumas relações. São dados de apenas 8 senadores. se quiser saber mais, entre neste link do projeto: https://www.br.freelancer.com/projects/Data-Processing/Analisar-Dados-13047683/#/details Caso queria mais detalhes, sobre como que eu quero que os dados se relacionem e como gostaria que as tabelas funcionassem conversamos e te mando exatamente o que eu tenho interesse. Att, Luan Azevedo.
To do Data Processing,Data Entry into a Excel Datasheet.
client assistance via email, translations English-Portuguese, CRM, data entry, data processing
Desenvolvimento de aplicação para plataforma Android com a biblioteca OpenCV. Eclipse ou Android Studio. Visão computacional de Image: Processing, Detecion e Tracking. Mais informações com os profissionais pré-selecionados. Interessados, enviar propostas!
Escopo: - Requer um servidor de cartao de transação para troca com os seus existentes cartões de pagamento em ambiente de testes; - Preferencia para java glassfish servidor localhost e PostgreSQL DB Servidor Descrição - Cartão de Débito para processamento de transação online para Comerciantes & P...cartão conta saldo de edição seja crédito ou débito - Balanço das Contas - Módulo de Emissão de Cartão - VISA e/ou MASTERCAD emissão, CV2/CVV, Prazo de Validade, 3DSecure SecureCode e/ou Verified by Visa - Propósito a cumprir Pagamentos comerciante online para Pagamento Instância website. Requer que o projeto seja integrad...
...onboarding flows so new distributors can sign up, purchase their starter packs, and instantly see their dashboard. • Accurate, automated commission calculation and distribution covering four independent income streams: Direct sales income, Referral bonus, Rewards on achievement, and Community growth incentives. • Robust product management with real-time inventory tracking and streamlined order processing. What I expect from you – A responsive web application (PHP/Laravel, comfortable proving secure and scalable). – Cleanly structured compensation engine that can be edited from the admin panel. – Distributor back-office with genealogy/tree view, wallet balance, and payout history. – Admin tools for adding products, adjusting stock, pu...
...verification 3. **Bank Statements** - Balance verification, income deposits 4. **ID/Driver's License** - Identity verification, expiration checks Each document type needs: - Template detection - Field extraction rules - Fraud detection rules specific to that document type - UI integration --- ## Technical Requirements ### Must Have - Strong Python experience (5+ years) - Experience with OCR post-processing and text extraction - Regex and NLP for unstructured text parsing - FastAPI or similar async Python frameworks - PostgreSQL - Understanding of financial documents (paystubs, bank statements) ### Nice to Have - Experience with Google Document AI or AWS Textract - Fraud detection or fintech background - React experience for minor frontend adjustments --- ## Deliverabl...
...must integrate: • Microcontroller • DC-DC converter • LDO regulator • IMU • Operational Amplifiers • JTAG header • All required connectors for power, sensors, and external actuators Scope of work 1. Schematic capture with component selection that balances size, efficiency, and heat dissipation. 2. PCB layout optimized for a tight wearable form factor—minimal footprint, clear signal integrity, and robust grounding. 3. Generation of manufacturing deliverables: Gerber files, assembly drawings, pick-and-place files, and a complete BOM. 4. Design review iteration to address any EMI/EMC or routing feedback before final release. Key preferences • Clean separation between high-current motor lines and sensitive IMU...
I run a software platform that matches biotech companies with the right academic researchers, and I’m ready for a fresh logo that instantly says “data-driven life-science innovation.” Here’s what I need: 1. Must feel human-crafted, not AI-generated. 2. Clean, minimalist aesthetic in cool blues and greens 3. Should signal trust, clarity, and advanced tech (some language to inspire you here would be "data flows" or "networked nodes" to speak to our software core), while also nodding to biotech collaboration—think paired shapes, intertwining paths, or other abstract references that make viewers picture scientists and industry working side by side. 4. The company name is IntellisAI Core deliverables: A. Primary logo in vector (AI,...
...revenue reporting • Content moderation tools ⸻ 9. File & Media Management • Cloud storage for generated audio • Audio project management • Download and sharing options ⸻ 10. Performance & Scalability • Queue-based audio processing • Load balancing for AI generation • CDN integration for faster delivery ⸻ Technical Requirements Preferred Tech Stack (Developers can propose alternatives with justification) Frontend • React / / Vue.js • Tailwind / Material UI Backend • Node.js / Python (FastAPI / Django) • REST or GraphQL APIs AI & Voice Processing • Integration with: • ElevenLabs / Coqui / Azure TTS / Custom models • Voice cloning model integration Database • Pos...
I want to turn a clean, minimalist concept for a spectacle case into a ready-to-print 3D model. The case must hold standard-sized eyewear securely, but the real headline is style: a refined, pared-back shape that looks good...bulk • Print-orientation and support strategy baked into the design so it comes off a desktop FDM printer cleanly Deliverables • Parametric CAD source (Fusion 360, SolidWorks, or similar) • Optimised STL/3MF ready for 0.2 mm layer FDM printing • High-quality render showing the black biodegradable finish • Short assembly/print note highlighting ideal infill, layer height, and any post-processing steps The project wraps when the file prints successfully on a standard 220 × 220 mm build plate and my pair of glasses fits w...
...driver-based financial model that lets me see how an e-waste recycling recycling business will perform quarter by quarter. The core objective is to project future profits and losses, so please structure the workbook around a fully linked Income Statement, Balance Sheet, and Cash-Flow Statement. Scope • Time horizon: at least three years, broken out quarterly • Assumptions tab: volumes collected, processing yield, commodity resale prices, refurbishment margins, capex schedule, fixed & variable opex, financing terms • Dynamic outputs: headline KPIs (EBITDA, gross margin, cash burn, ROIC) update automatically when assumptions change • Scenario toggles: base, optimistic, and downside cases to stress-test the model Deliverables 1. Excel file with cl...
I want to commission a purpose-built high-frequency trading engine focused exclusively on stocks and driven by a momentum strategy. The system must ingest real-time streaming market data, react in microseconds, and execute orders with minimal slippage. Key expectations • End-to-end architecture: ultra-low-latency market data capture, signal generation based on momentum indicators, smart order routing, and risk controls. • Exchange connectivity: direct API or FIX gateways to major equity venues; the code has to be exchange-agnostic enough to let me plug in additional venues later. • Deterministic performance: consistent round-trip times under heavy load, with benchmarks and profiling evidence. • Safety nets: position limits, kill-switch, and detailed logg...
...customers. The core objective is straightforward: convert visitors into buyers through an intuitive shopping experience that showcases each bouquet, stem, and seasonal special at its best. Key functions I want in the first release: • Product catalogue and search that lets shoppers filter by occasion, colour, price or delivery date • Smooth cart and checkout flow with secure credit/debit card processing and bank-transfer options (I may add PayPal later, so please build with that in mind) • Real-time stock control, order confirmations by email, and a back-office dashboard where I can adjust prices, upload new photos and track fulfilled deliveries • Delivery-date selector with postcode validation and automatic shipping-rate calculation • Responsive ...
...it downstream for ETL processing. The transfer works, but network-level performance is far below what I need. Here is what I’m looking for: • Diagnose the current ADO.NET-to-Oracle connection, identify any network, buffer, or packet-size bottlenecks, and benchmark the baseline throughput. • Tune the SSIS data flow (buffers, rows per batch, commit size, async settings, etc.) and, if necessary, adjust the Oracle driver or provider configuration. • Provide an updated package or detailed change list so I can reproduce the performance gains in other environments. • Produce a concise report summarizing findings, before-and-after metrics, and next-step recommendations. Source: another Oracle database accessed via ADO.NET. Goal: reliable, high-speed E...
...in batch, purché il risultato finale sia la pubblicazione di tutti i prodotti online. Consegnami alla fine: - Conferma di upload riuscito (screenshot o report di Amazon senza errori critici). - Eventuali segnalazioni di campi che Amazon dovesse richiedere nuovamente. Cerco qualcuno che conosca bene Seller Central, i fogli di caricamento massivo e sappia muoversi tra error codes, feed processing e gestione inventario. Il lavoro è rapido, quindi chiedo precisione e nessuna perdita di tempo....
...and hardware-level integration. Required Qualifications Extensive experience with PX4 firmware development Strong background in embedded systems (C/C++) Proven experience working with UAV flight controllers Deep understanding of MAVLink protocol and flight control architectures Experience integrating GPS/RTK systems (Ublox preferred) Experience with PWM output control and hardware-level signal integration Experience designing safety-critical systems and fail-safe logic Strong knowledge of swarm drone coordination systems Ability to work directly with hardware manufacturers and engineering teams Preferred Qualifications Experience with Skybrush (open-source drone show software) Experience in drone light show systems Experience integrating pyrotechnic fire control sys...
...implement a specific part of a kids project. The project focuses on AR filters, where the child sees the content in front of them in the real world using the mobile camera, not as a regular video on the screen. During the experience: • Eye / face movement tracking • Capture an images at a specific moments • Send the images to an existing backend The backend is already implemented and handles image processing. No backend work is required. Scope of work: • Implement AR camera filters • Eye / face tracking • Image capture and API integration • Mobile side only Platforms: • Android (ARCore) • iOS (ARKit) Preferred experience: • AR Filters • Camera / Face or Eye Tracking • Android , iOS development (Flutter) The p...
I need a skilled Flutter developer to plug a very specific feature set into my existing kids-focused mobile app. The task is all on the client side: build AR camera filters that work with ARCore on Android and ARKit on iOS, track individual eye movements in real time, ...the functionality itself. Deliverables • Flutter module(s) that expose AR filters, advanced eye tracking, video capture, and an async upload call • Clean, well-commented Dart code plus any native Swift/Kotlin snippets wrapped with platform channels if needed • Quick README explaining integration points and outlines for build settings on both platforms I already handle all server-side processing; I just need this mobile piece integrated and tested on one recent ARCore phone and one ARKit devi...
I’m about to launch a healthy range under my snack brand and the hero product will be rice-puff namkeen chips. The goal is a light, crunchy chip that satisfies the Indian “namkeen” profile while staying firmly in the better-for-you space. I selected the “Healthy” category and specified “rice puffes namkeen chips,” so every element—from flavour to processing—needs to reinforce that positioning. For the “main vegetable” prompt I entered “Snacks”, which simply means I’m flexible on a vegetable inclusion if it improves nutrition, colour, or texture. Feel free to suggest beetroot, kale, sweet-potato, or any other option that maintains a clean label. What I need from you is a full, production-ready formul...
Want to know the most commonly used algorithms which can be applied to any data issue? Here's the list.
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