Keras binary classification일자리

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    2,000 keras binary classification 건의 일자리 확인, 급여 기준: USD

    Aim: Need to identify different types of skin discolorations like Nevus of Ota, Mongolian spots, Nevi, Albinism, and Melasma. Suggested Techniques: Binary conversion, color image conversion, gray-scale conversion, watershed method, noise reduction methods, K nearest neighborhood, morphological operation: erosion-dilation, clustering, Median filtering, edge detection, pixel count, object recognition, and threshold analyzing methods are used in this research to disclose the skin pigment discoloration information I am seeking a professional to execute an image segmentation project. The primary objective is to enhance, segment, and isolate areas of interest within a variety of medical images. Given that the type of medical imaging isn't specified, an ideal candidate should have...

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    As the head of this exciting project, I’m searc...and interactive mobile application that uses CNN, MobileNet, and VGG architectures for melanoma detection. Key Deliverables: • Design and implementation of a robust and efficient deep learning model, capable of increasing the accuracy of melanoma detection. • The model should be built on platforms like Keras, PyTorch, and TensorFlow. Skills and Experience: • Extensive experience with deep learning and neural networks, particularly with CNN, MobileNet, and VGG. • Proficient in using Keras, TensorFlow, and PyTorch. • Proven track record in mobile application development, preferably experienced with creating interactive interfaces for complex applications. If this project sounds right up you...

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    ...Python developer to build an ultra-fast Convolutional Neural Network (CNN) model for a tabular dataset. The primary purpose of this model will be classification for a big dataset( 500MB) The output of the classification will be in 3 stages classification : - binary - 8 classes - 48 classes Key deliverables: - A highly efficient and fast CNN model - Clear documentation of the code and steps involved in the development process. - The dataset classification needs alot of balancing Preferred Experience and Skills: - Strong expertise in Python programming - Proven experience in CNN model development for data classification - Familiarity with Keras, TensorFlow, or PyTorch is a plus, although it's not mandatory since I haven'...

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    For this project, I need a skilled Verilog programmer with FPGA implementation experience. The key task is to encode a 4x4 binary (black and white) image into an 8x8 image using least significant bit replacement. Key Responsibilities: - Implementing a least significant bit replacement algorithm. - Delivering clean and efficient Verilog code. - Ensuring compatibility with FPGA hardware. Required Skills and Experience: - Proficiency in Verilog code - Understanding of LSB replacement - Experience with FPGA implementation - Working knowledge of image processing, specifically with binary images.

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    I'm seeking a high-level Python expert to create an advanced sentiment analysis algorithm. This project inv...expert to create an advanced sentiment analysis algorithm. This project involves processing less than 1GB of text data. The primary application of the algorithm will be in text classification and topic modeling. Key Responsibilities: - Design and implement an ensemble learning algorithm for sentiment analysis. - Validate the algorithm using sample datasets. - Address potential issues related to data volume. Skills and Experience Required: - Proficiency in Python. - Solid understanding of ensemble learning algorithms. - Extensive experience in text analytics and sentiment analysis. - Familiarity with text classification and topic modeling. - Experience in handli...

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    I am seeking a proficient AI developer to create an image recognition model specifically designed to classify images into the "Buildings" category with a high degree of accuracy. Desired Skills: • Strong experience in AI model design and implementation • Expertise in image recognition technology • Familiarity with image classification within the category of buildings • Track record of achieving high accuracy in complex categorization tasks Please provide examples of similar models you've developed in the past. Be prepared to discuss your strategy for ensuring high-level accuracy.

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    I'm searching for an Artificial Intelligence expert to develop a program that can understand and interact with my local database. Your work will involve; - Training the AI to perform data classification, clustering, and prediction. - Programming the AI to utilize this data to generate new documents. - Specifically, these documents will be engineered judgment reports. Ideal skills would include proficiency in AI, machine learning, data processing, and report generation, with a penchant for accuracy, detail orientation, and understanding complex engineering terms and concepts.

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    Project Description: We are seeking an experienced and highly skilled machine learning engineer or data scientist to develop a transformer-based model for the classification of audio datasets provided by the DCASE (Detection and Classification of Acoustic Scenes and Events) challenge 2023. Project Goals: 1) Transformer Model Development: Design and implement a transformer-based neural network architecture suitable for processing audio data. The model should be capable of effectively capturing temporal dependencies and patterns present in audio sequences. 2) Data Preprocessing: Conduct comprehensive preprocessing of the DCASE 2023 audio datasets to ensure compatibility with the transformer model. This includes data cleaning, feature extraction, normalization, and any other ...

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    I'm in need of a skilled Data Science engineer with deep understanding in Machine Learning. The ideal candidate should be proficient in: - Supervised Learning techniques - Deployment of these techniques specifically for Classification tasks. Your responsibility would be to leverage your skills in these areas to fulfill the project requirements. Proficiency in these skillsets is expected for optimal project results. If you have a proven track record in Machine Learning and Classification tasks, this project is for you. Mercedes-Benz Greener Manufacturing .. Course-end Project 1 Description Reduce the time a Mercedes-Benz spends on the test bench. Problem Statement Scenario: Since the first automobile, the Benz Patent Motor Car in 1886, Mercedes-Benz has stood for imp...

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    ...in MATLAB. Your key responsibilities will be: We are seeking a skilled freelancer to undertake a project titled "Fault Detection and Classification Using Machine Learning (using SVM Algorithm) in MATLAB." This project involves creating a MATLAB Simulink model and SVM code for importing two datasets. The primary objective of this project is to develop a fault detection system capable of determining whether a fault has occurred in a transmission line. The first dataset will be utilized for fault detection purposes, providing input to the machine learning model to determine the presence or absence of a fault. Additionally, the project entails fault classification using the second dataset. Various types of faults, including line-to-ground, line-line-ground, line-li...

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    ...Your key responsibilities will be: We are seeking a skilled freelancer to undertake a project titled "Fault Detection and Classification Using Machine Learning (using SVM Algorithm) in MATLAB." This project involves creating a MATLAB Simulink model and SVM code for importing two datasets. The primary objective of this project is to develop a fault detection system (code and Simulink model)capable of determining whether a fault has occurred in a transmission line. The first dataset will be utilized for fault detection purposes, providing input to the machine learning model to determine the presence or absence of a fault. Additionally, the project entails fault classification using the second dataset. Various types of faults, including line-to-ground, line-line-g...

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    I need a specialist to create a platform for binary option trading. You must have: - Experience in developing similar projects. Please note that your responsibility will be to create this platform, focusing on the development aspect. Handling real-time market data, risk management tools, and multiple trading options is beyond the scope of this particular project due to skipped specifications. Your application should highlight your experience in this area.

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    Hello, We have wordpress website, we need to integrate the site with external API that will import and sync the courses details into the site. We have to add these courses in inner page with side bar with custom filters (Date, Category, Methodology. etc.) Also, we will add these products as carousel in home page You will find the API in the foll...with side bar with custom filters (Date, Category, Methodology. etc.) Also, we will add these products as carousel in home page You will find the API in the following link: and you can see previous project using the same API, we need the same data with creative design:

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    I'm seeking an expert to create a system that employs surface Electromyography (EMG) signal classification for prosthetic control. This system should be capable of: - Working in real-time, instantaneously translating EMG signals to prosthetic movements - Handling surface EMG signals specifically Your expertise in biomedical engineering, signal processing and machine learning will be of great significance to this job. Knowledge on prosthetic design and control would also be a plus. Your deliverables will include a user-friendly interface and well-documented code for further modification. I am looking forward to your proposals.

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    Greetings!!! We are GMG, the project team of Pocket Option, an online binary options trading platform. Due to our expansion into the South Korean market, we are looking for talented and energetic freelancers who are ready to help us find bloggers to advertise on popular platforms such as Instagram, YouTube, Naver and Kakao. Your responsibilities will include: Finding popular bloggers that are a good fit for our audience and our product. Establishing contact with bloggers and agreeing on an advertising partnership. Organizing an advertising campaign with the selected bloggers. Tracking results and providing feedback to the Pocket Option team. We are ready to discuss various payment options for your work, including a percentage of revenue from each blogger or a fixed amount. If yo...

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    보다 자세한 내용을 확인하시려면, 회원 가입 또는 로그인 절차가 필요합니다.

    I'm in need of a proficient AI and machine lea...responsibilities will include: - Developing an algorithm for classifying plant diseases through dynamic fusion-based federated learning. - Prioritizing the classification of fungal, bacterial, and viral diseases. - Ensuring accurate disease detection through advanced machine learning strategies. The timeline for this project is within a week, so I need someone who can dedicate a good amount of time to this project in the immediate future. Essential skills and experience: - Proficiency in Python - Extensive knowledge and experience in AI and Machine Learning - Familiarity with federated learning - Background in plant disease classification or a related area. Link for dataset:

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    I'm in need of an expert in Machine Learning and API operations who can deftly extract fields from text messages. The goal is accurate extraction regardless of the text's format. Note -> After extracting those fields, need to categorise the message based on predefined categories. Please don't bid if u haven't worked in similar projects. Key Attributes: - Adeptness in handling up to 5...worked in similar projects. Key Attributes: - Adeptness in handling up to 500 characters length in messages irresepective of message formats. - Ability to classify extracted data into 20 predefined categories. Ideal Skills and Experience: - Proven track record in Machine Learning algorithms application. - Proficient in working with APIs. - Excellent text mining skills. - Experien...

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    I'm seeking a skilled developer to create a binary option broker platform with a robust, user-friendly interface. Our platform will focus on providing real-time market data and multiple asset options to our users. Essential Skills & Experience: - Proven experience in developing web-based financial platforms. - Deep understanding of real-time market data integration. - Familiarity with creating an intuitive and user-friendly interface. - Capable of developing a platform that can handle multiple asset options. Interested freelancers should include relevant past work and their detailed experience in their application. It is essential to provide a detailed project proposal, which outlines how you plan to execute the project's requirements. Please note: This project...

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    ...API will be available from C++, Java, and Python applications. The architecture must be able to locally cache data/commits in the event access to Azure is temporarily unavailable, as to not interfere with production. The data will automatically be pushed to Azure when connectivity is restored. The type of data includes traditional SQL-type record storage with several related text (~1Mb ea.) and binary (~250Mb ea.) files per device manufactured. The current total data store (SQLite databases and related files) is approximately 600Gb. Transaction frequency is relatively low; on the order of minutes during device manufacturing and fulfillment, with manufacturing periods lasting several weeks. Access concurrency is also relatively low. The API, architecture and storage model are nego...

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    I'm lookin...specifically designed for swimming analytics. The primary focus will be on: - Object detection: Able to accurately detect swimmers in the pool - Facial Recognition: Can identify individual swimmers - Image Classification: Can distinguish between different types of swimming strokes The system should be capable of measuring and analyzing a wide array of metrics such as stroke count, lap times, swim speeds, reaction times, breakout distances, turn indexes and notably count breaths per lap. I look forward to working with freelancers who are proficient in computer vision, image classification, facial recognition and have a strong background in creating artificial intelligence systems. Your ability to apply these skills specifically to a sporting context will ...

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    We are developing a web-based tool that allows users to upload car images and have them automatically placed in a pre-defined 3D showroom environment. This API will require the following functionalities: Image Classification: Distinguish between car images showing the exterior or interior. Images identified as interior will be excluded from further processing. Background Removal (Exterior Images Only): Remove the background from car images classified as "exterior." 3D Bounding Box Generation: Analyze the remaining image to detect the car's orientation and create a corresponding 3D bounding box. Virtual Showroom Integration: Utilize WebGL or Blender to generate a rendered image of the virtual showroom environm...

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    ...Master's or Ph.D. in Computer Science, Electrical Engineering, or a related field, with a strong focus on machine learning and computer vision. - Proven experience (3+ years) in developing and optimizing computer vision models, specifically in key point detection using OpenPose and other relevant technologies. - Proficient in machine learning and deep learning frameworks such as TensorFlow, PyTorch, Keras, etc. - Strong programming skills in Python and familiarity with C/C++. - Experience with GPU programming and optimization techniques. - Solid understanding of image and signal processing. - Demonstrated ability to work collaboratively in a team environment and communicate effectively. - Creative problem-solving skills and a passion for innovation. What We Offer: - A dyna...

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    ...classifying satellite images. Key Project Requirements: - Develop an innovative hybrid image classification model using CNN and ESN. - The model will classify satellite images to identify different types of terrain. - Additionally, the model should create a customized library that can store the weight adjustments and biases for later implementation. - Resourcefulness in gathering a dataset of labeled satellite images for training the model is expected, as currently, a prepared set does not exist. Ideal Freelancer: - Proficient in Python and deep learning libraries - Hands-on experience with Convolutional Neural Networks and Echo State Networks - Knowledge of image processing and classification - Familiar with satellite images and capable of obtaining relevant datasets -...

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    This project primarily focuses on recognizing different types of vehicles on highways. Having expertise in object recognition particularly in vehicles is a must. As a freelancer, you will work on: - Analysing image data taken from highway...different types of vehicles on highways. Having expertise in object recognition particularly in vehicles is a must. As a freelancer, you will work on: - Analysing image data taken from highway scenes - Labelling the images efficiently to help in object (vehicle) recognition - Enhancing the accuracy of the system through precise labelling The ideal candidate will have an understanding of image classification and video analysis and have previous experience in similar projects. A background in machine learning and computer vision would also be b...

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    ...images, and videos. The blog page must also allow for attachment uploads such as PDFs, Word documents, voice recordings, and Zip files. Here's what I need exactly: - A clean, user-friendly interface conducive for showcasing different forms of content (text, images, and videos) - The capability to upload and download various types of attachments (PDFs, Word documents, audio files, and other binary files) Skills & Experience: - Proficient in WordPress development - Experience in creating multimedia blog pages - Familiarity with different digital media format Your job is to give me a blog page that reflects my versatile content-creating activities in a highly organized and intuitive manner. Your experience in WordPress page customization will be highly appreciated. I...

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    ...can understand the complexities and improve the categorization process. Key items to note: - The desired accuracy for classification of images is moderate. I understand the complexities involved in an image classification problem of this size and the limitations of achieving high accuracy, hence moderate accuracy should suffice. - The output format I prefer is a CSV file. This file should contain the image name and its respective classification. Other details like processing time or score do not need to be included. Ideal skills for the job: - Proficiency in Python and familiarity with image processing libraries and AI models. - Prior experience with image classification, particularly in skin color determination. - Ability to optimize to achieve moderate...

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    I'm in need of a skilled binary code developer with a specialty in creating charts for data visualization. In this project, you will be developing a chart view tool to analyze binary data visually. This tool will help us better understand our data, so it's essential that it's both accurate and user-friendly. Key Responsibilities: -Binary code programming -Creating a robust graphical interface -Data visualization Ideal Skills: -Prior experience in binary code programming -Understanding of data science principles -Experience in GUI design Your experience in creating user-friendly interfaces and your understanding of data visualization will be crucial to the success of this project. see example only the trading view, other functionality does

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    I'm looking for a professional who can expertly annotate image data using bounding boxes. The ultimate goal of this task is to facilitate image classification. Key Requirements: - Proficiency in image data annotation - Experience with bounding boxes technique - Familiarity with tasks geared towards image classification This project involves meticulous attention to detail, as accuracy is paramount in data annotation. An ideal candidate has a solid background in data science related to image processing.

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    I'm in need of an advanced specialist knowledgeable in computer vision and machine learning, specifically with experience in object detection, image classification, and deep learning. OBJECTIVE: The main goal of the project is to create robust object tracking. The programming language of choice for this project is Python. REQUIRED SKILLS: - Expertise in Python programming. - Advanced understanding of Object Detection and Image Classification. - Deep Learning expertise. - Experience in developing Object Tracking systems. APPLICATION: The developed solution will be applied to a comprehensive object tracking project. Thus, your previous experience and success in this area will be highly advantageous for a successful bid.

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    보다 자세한 내용을 확인하시려면, 회원 가입 또는 로그인 절차가 필요합니다.

    I'm searching for a highly skilled developer specialized in artificial intelligence, deep learning, and computer vision. This project involves creating a software system that examines medical images to classify types of leukemia. Key Functionalities: - The software should automatically classify leukemia types. - It needs to perform detailed visual examinations of medical images. Output: - The software should provide a visual representation where it has analyzed and classified leukemia, preferably with annotated images. Ideal freelancers will have prior experience in AI, particularly deep learning and computer vision, as well as a background in developing software for medical diagnoses. Knowledge or experience in analyzing medical images would be highly beneficial.

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    ...developer to construct a binary indicator based on a 1-minute timeframe. This tool will vastly improve our compounding accuracy, becoming a critical asset to our work. Our indicator should generate signals for the next candle based on the existing one. Key Requirements: - Include a combination of technical analysis and news events to provide signals. - Incorporate Moving Averages, Relative Strength Index (RSI), and Stochastic Oscillator into the technical analysis part. Candidate should be experienced with the principles of binary trading and knowledgeable in both technical analysis and news event incorporation. Familiarity with the aforementioned technical indicators is a must. An understanding of how to masterfully translate this knowledge into a functional, accurate ...

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    I am seeking a proficient writer with a strong background in Natural Language Processing (NLP) and science, particularly Cause-effect extraction from texts. The project entails conducting a comprehensive literature review on these areas of interest. Key re...on these areas of interest. Key responsibilities: - Understanding the topic in detail - Conducting extensive research on relevant literature - Providing a systematic analysis of collated literature - Writing an in-depth review report Ideal skills: - Strong expertise in Science and NLP - Proficiency in academic research and referencing - Exceptional writing skills - Experience in Text Classification and Named Entity Recognition Please place a bid if you possess these skills and are able to deliver a high-quality literatu...

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    ...across various European countries. The success of this project hinges on the accuracy and reliability of the data collected, which will be crucial for optimizing the routes for overland freight transport. Project Objectives: Toll Station Identification: Locate all toll stations in the assigned countries. Geographic Coordinates Registration: Document the precise coordinates of each station. Classification by Highway: Compile a list categorized by highway with the gathered information. Deliverables: A comprehensive list of toll stations with the highway name and geographic coordinates. Documentation on the data collection and verification methodology. Files in CSV or Excel format containing the compiled information. Additional Information: We include a sample file to guide the r...

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    I am in need of a proficient developer with advanced skills in Shopify and Google Docs operations. The project involves uploading specific data from a Google Doc into predefined product categories on my Shopify store. This role does not require handling images, as the project only involves text-based data. Demon...a Google Doc into predefined product categories on my Shopify store. This role does not require handling images, as the project only involves text-based data. Demonstrated ability to structure and manipulate data accurately in both Google Docs and Shopify is crucial for this task. Your job will be to ensure that all data are correctly and efficiently imported while maintaining the order and classification of the data. Proven prior experience in similar roles will be a defi...

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    I need a technically proficient freelancer to design a script or program tailored specifically for a Windows system. This system will optimally scan and organize both electronic and paper invoices. Here are the essential requirements: - Capable of reading and interpreting both electronic and paper invoice...requirements varying from supplier, invoice number, or the date of the invoice, based on our analysis or reporting needs. Ideal Skills and Experience: - Strong knowledge of Windows based script or program development. - Previous experience with OCR technologies and invoice processing. - Detail-oriented, with an understanding of business reporting needs. - Fluence in data categorization and classification. Feel free to bid if you match this profile and are ready to tackle thi...

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    I need a technically proficient freelancer to design a script or program tailored specifically for a Windows system. This system will optimally scan and organize both electronic and paper invoices. Here are the essential requirements: - Capable of reading and interpreting both electronic and paper invoice...requirements varying from supplier, invoice number, or the date of the invoice, based on our analysis or reporting needs. Ideal Skills and Experience: - Strong knowledge of Windows based script or program development. - Previous experience with OCR technologies and invoice processing. - Detail-oriented, with an understanding of business reporting needs. - Fluence in data categorization and classification. Feel free to bid if you match this profile and are ready to tackle thi...

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    The vital purpose of this machine learning project is to classify numerical data correctly. I am looking for professionals proficient in Machine Learning and MCDM who are able to apply sophisticated algorithms and techniques for optimal classification. Although the method of measuring the accuracy of the classification results was not specified, I would be open to your expert recommendations. An understanding of various performance metrics like confusion matrix, precision-recall, or area under curve could come in handy.

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    Here is a NodeJs package that is used to decrypt media files received on WhatsApp messages for our clients. This works well, however, it decrypts file into binary data which is saved on hard disk. This takes a lot of memory for large files. We need to modify this script so as to return stream instead of data. We should be able to use the stream in a pipeline/pipe. I have a small NodeJS script with above code, that you should take a look at and let me know if you can do it. To accomplish this, you should definitely have: - Experience with advanced NodeJS development and general decryption algorithm - Try not using other external packages, if possible - Ask me for the nodejs project in private message - Should be easy task for someone experienced

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    In need of a proficient CRM developer to build an application dedicated to extracting information from the feedin data. Key points to remember in this project 1) The extracted file will have to be on Notepad 2) The data lengt...There are some fields which are mandatory to be feedin, some are non mandatory and some are conditional. Hence logic should be applied as accordingly. 5) The data length of each and every fields should be exactly the same as it has been marked on the PDF Manual. While the type of data to be entered has not been explicitly defined, the ability to handle a variety of data types (numerical, textual, binary) might be necessary. The final purpose of the extracted file is for batch file submission. READ THE PROJECT AND SHARE YOUR UNDERSTANDING ON YOUR COVER LETT...

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    My business is in need of expertise in tax preparation, specifically tailored to Australian laws. This encompasses a variety of tasks, namely: - Transaction entry and classification - Reconciliation of bank account - just 5 transactions - fix financial report issue that is appearing. The ideal candidate will possess a firm understanding of the Australian tax system and strong skills in tax preparation, bookkeeping, and account reconciliation. Practical experience handling similar projects would be a significant advantage. Efficiency, accuracy, and attention to detail are required for this role.

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    I need someone to write the topics so I can study from them. -Sensors - general principles of operation and classification -Sensors for gathering information about the environment. -Executive mechanisms - general principles of action. -Executive mechanisms - types and applications. -Three-layer model of the Internet of Things. General principles and description. -Approaches to gathering information through the Internet of Things. -Protocols for ensuring the communication environment for the Internet of the things. Comparative analysis. -Basic procedures and principles of building a mechatronic system. - Basic key elements of a mechatronic system. - Basic principles of automatic control. - Connecting the dynamic units and converting the structural diagrams. - Types of robots. Me...

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    My project requires a proficient programmer familiar with Excel VBA and MySQL integrations. I'm seeking a solution that incorporates: - Database creation, modification, and up...seeking a solution that incorporates: - Database creation, modification, and updating - Data import and export via Excel VBA The VBA code should be capable of following tasks: - Reading data from the MySQL database - Writing data to the database - Updating existing data - Deleting data I'll be working with various kinds of data, including: - Text data - Numeric data - Date and time data - Binary data Knowledge of Excel VBA programming and MySQL database management forms the crux of this project. Experience in handling different data types and proficiency in database operations will be of par...

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    I need a proficient Python developer with machine learning expertise to create a script for a classification model. This exercise will involve using a dataset based on demographic details. Key Requirements: - The script should primarily focus on 'Occupation', 'Education', 'Income', and 'Ethnicity' elements within the dataset to make predictions. - Develop this with the objective of making data-driven decisions, identifying patterns, and making predictions of future outcomes. Ideal Skills and Experience: - Comprehensive experience with Python and machine learning. - Strong data analysis abilities. - Proven track record of working with demographic data. Please note that the expected output of the model wasn't specified, so I will loo...

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    Supervised classification of satellite images from Planet Scope, either in Qgis or Arcgis Pro. I especially welcome ideas for the classification of waters (because in my area the river is covered by trees)

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    I am seeking a highly skilled and experienced Python Developer with proficiency in image classification and echo state network. Your main responsibilities will include: - Understanding and interpreting complex project requirements - Coding customized Python library to perform specific functions - Application of machine learning for image classification tasks - Implementation of Echo State Network The primary feature of the customized library should be its ability to denoise speckles from images, ideally preserving the image details in the process. This role requires a developer who is capable of not just understanding machine learning at a high level, but applying it effectively to meet the project's specific goals. A solid understanding of handling large datasets woul...

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