Machine Learning (ML) Jobs

Machine Learning (ML) is a subset of artificial intelligence that enables computers to learn and make decisions without being explicitly programmed. This cutting-edge technology has a wide range of applications, from fraud detection to natural language processing and image recognition. By hiring Machine Learning Experts, clients can harness the power of ML to streamline processes, optimize operations, and gain valuable insights from complex data. Here's some projects that our expert Machine Learning Experts made real:

  • Developing advanced chatbot systems with realistic "talking head" implementations
  • Applying model compression techniques for efficient deployment on compact devices and platforms
  • Detecting and calculating crop area from satellite imagery for agricultural monitoring
  • Creating web-based machine learning applications for real-time anomaly detection in various industries
  • Classifying authentic versus fake product reviews to improve consumer decision-making
  • Building customized Python scripts for ML-powered data processing and analysis

The possibilities for integrating Machine Learning into a wide range of projects are vast and constantly evolving. Freelancer.com hosts a community of skilled ML professionals ready to tackle challenging tasks, whether it's implementing an advanced deep learning algorithm or streamlining data analysis pipelines.

Post your project today and tap into the expertise of our talented Machine Learning Experts on Freelancer.com. Harness the power of ML to drive your business or idea forward, unlocking new levels of innovation, efficiency, and competitiveness. Don't miss out on the benefits that Machine Learning can bring to your venture - join thousands of satisfied clients who have successfully unlocked the potential of ML with the help of Freelancer.com!

From 86,543 reviews, clients rate our Machine Learning Experts 4.85 out of 5 stars.
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    I need somebody to create a roobet crash predictor, to predict exactly what % it will crash with 99%+ accuracy every single time. Roobet website: login to view URLI (some countries may require VPN to access) If you can make a prediction with either of these websites, the reward will be GREAT No funds will be released until system is tested and working as it should first The reward will be given once I test the system for 3 days and proven it is working. Serious inquiries only

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    I'm in need of a skilled data scientist with a strong background in deep learning. The primary goal of this project is to implement and develop a sophisticated product recommendation system, leveraging deep learning techniques. Key Responsibilities: - Conducting data analysis to identify patterns and insights - Implementing and fine-tuning deep learning models for recommender systems - Working on a product recommendation system Ideal Skills and Experience: - Proven experience as a data scientist, particularly in the field of deep learning - Strong knowledge of recommender systems and their applications - Proficiency in implementing deep learning models for complex tasks In summary, the successful candidate will be responsible for developing a robust product recommendation system u...

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    I'm seeking a skilled developer to create an API that can recognize specific objects or logos in images, and provide real-time alerts based on this recognition. To accomplish this, you should be proficient in Python, Artificial Intelligence (AI), and the Azure Vision API. Key Requirements: - Develop an API for image recognition that specifically identifies objects or logos - Enable real-time alerts triggered by the API's recognition capabilities Ideal Experience: - Proficiency in Python is a must - Previous experience with AI and machine learning for image recognition - Familiarity with Azure Vision API is highly desirable - Strong understanding of real-time alerting systems This project will be pivotal in enhancing our monitoring and alerting capabilities, and we're loo...

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    As an experienced Python programmer with a focus on OCR and deep learning, I'm looking for a savvy Python developer who can help develop an OCR Model using machine learning or deep learning. The model will be used specifically for complex math equations. The details are as follows: - Dataset: Unfortunately, I currently do not have a dataset available. This will need to be sourced or created, so previous experience in this area would be highly beneficial. - Accuracy Level: The intended target for accuracy is a moderate level, between 80-95%. A capability to improve this rate in the future would be seen as a significant plus. My ideal candidate will have experience with: - OCR and ML/DL model development - Sourcing or creating datasets - Achieving optimal accuracy levels for OCR ...

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    I'm looking for a skilled developer to create a comprehensive stock screener and option calculator. This tool should provide real-time stock data and facilitate in-depth analysis of equities, ETFs, and index options. Key Features: - Real-time Stock Data: The tool should be able to fetch and display real-time stock information for the selected equities, ETFs, and index options by using APIs. - Customizable Filters: I need the ability to set up and save customized filters based on specific criteria such as price, volume, and market cap. - Historical Data Analysis: It is important that the tool can analyze historical data, enabling me to make more informed decisions. Ideal Skills and Experience: - Proficient in working with live stock data APIs. - Strong background in financial analys...

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    I am looking for an experienced individual to help me create an interactive web platform that will serve as a guide to various types of machine learning algorithms. The purpose of this guide is to cater to beginners and intermediate level practitioners who have a basic understanding of programming concepts. The ideal candidate for this job would have: - A strong understanding of machine learning algorithms and their practical applications - Experience in creating interactive web platforms - The ability to simplify complex concepts for a beginner audience - Good programming skills, as some technical programming knowledge will be required for creating the interactive elements Key requirements for the interactive web platform include: - Clear, concise explanations of various machin...

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    I'm looking for a proficient Python developer who specialises in Machine Learning. The chosen individual will be responsible for the selection and training of models, as well as predictive analysis. The ideal candidate possesses: - Mastery in Python programming. - Extensive understanding of Decision Trees for analysis. - Ability to effectively perform model selection and training. - Proven experience with predictive analysis. Please reference prior similar projects in your application. Serious, dedicated professionals only.

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    Logo Front End 6 days left
    VERIFIED

    Create a frontend system to ensure annotation of logo recognition already created can be done by a layman. To use the currently created system and integrate it into this frontend.' Amount: $ 250. 00 USD

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    I'm in need of a versatile data engineer who can tackle various aspects of data analysis, AI development, and data engineering. - The ideal candidate should be proficient in Python and knowledgeable about Machine Learning algorithms, as these will be crucial to the AI development aspect of the project. - Sound experience in working with structured databases (e.g., MySQL, PostgreSQL) is essential. Introduction: Join our team as a Data Engineer, where you'll have the opportunity to contribute to cutting-edge projects and drive significant advancements in data analysis and machine learning. We are looking for a highly skilled professional who thrives in a dynamic environment and is passionate about transforming large volumes of data into actionable insights. Responsibilities: De...

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    I am in need of an OpenCV expert who can help me with parking spaces detection tasks. The primary goal is detection of parking spaces in the video. This is a great opportunity for someone who wants to apply their OpenCV skills in a meaningful and challenging project. Please only apply if you have the necessary experience and skill-set.

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    I'm in need of an experienced web developer for my college project. This project entails creating a web platform with proficiency in various technologies. Key Responsibilities: - Proficient in HTML/CSS/JavaScript and Python/Django - Experience with React, Machine Learning, and APL Handling is required - Implement effective security protocols - Ensure smooth user experience across various devices and browsers As the primary goal is to design a web application for education purposes, the developer would ideally have prior experience in related projects. The candidate should clearly demonstrate an understanding of both frontend and backend development, as well as the ability to work independently and meet strict deadlines. A portfolio of similar work would be a plus point. We have our...

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    I have a back end code for a project of phishing website detection…it is a CNN vs LSTM comparative study …but I want a person who can develop a UI for that project as well as who can explain that code to us

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    I'm looking for an expert in Python to assist with implementing a GAN model for my small dataset, under 1,000 samples. The project involves three key components: - Data Preparation: You will be responsible for the initial preparation and cleaning of the dataset. This includes handling missing values, outliers, and ensuring the data is in a suitable format for the model. - Model Training: You will need to develop and train the Generative Adversarial Network (GAN) model using Python. The training process should be well-optimized for a small dataset to ensure the best possible results. - Model Evaluation: Following the training process, you will evaluate the GAN model's performance. This involves assessing metrics such as accuracy, precision, and recall. It's crucial that y...

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    Role Overview: We are working on a project and seeking a highly skilled individual with a strong background in deep learning and computer vision. This role involves developing advanced computer vision models, including CNNs and Vision Transformers, vision-language models, and large language models (LLMs). The ideal candidate will have extensive experience in Python and PyTorch. Skills Required: - Theoretical and practical knowledge of deep learning, specifically CNNs, Vision Transformers, vision-language models, and large language models. - Proven experience in Python programming and frameworks such as PyTorch; familiarity with PyTorch Lightning is preferred. - Demonstrated capability in research. A record of publications in top-tier AI/ML venues is highly desirable.

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    I'm seeking an expert in machine learning and technical writing to assist with my Ph.D. thesis on a text-based multilabel classification model. This project involves the following key elements: - **Model Development**: The core machine learning model is in place, but I need assistance with the writing and documentation surrounding it. Your help in creating a comprehensive thesis document is crucial. - **Incorporating Research Papers**: While I haven't specified a particular way to integrate research papers into the thesis, I'd like a freelancer who can analyze and incorporate these papers effectively. This might involve citing them as references, summarizing them in a literature review section, or making a detailed comparison of methodologies. The ideal candidate for this...

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    I'm seeking a Python expert specialized in Visual Studio Code.

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    I'm looking for an AI programmer, who's proficient in Python and experienced in Natural Language Processing, Machine Learning Algorithms, and Computer Vision. The primary goal of this project is to automate a series of processes. Key Responsibilities: - Utilize Natural Language Processing to understand and interpret human language for automation. - Develop and implement Machine Learning Algorithms to improve the automation process. - Apply Computer Vision techniques to recognize and process visual data. Ideal Skills: - Proficiency in Python is a must. - Proven experience in Natural Language Processing, Machine Learning Algorithms, and Computer Vision. - Strong problem-solving skills and the ability to work with complex algorithms. The goal of this project is to streamline an...

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    I have a college assignment where I need to perform a data analysis task using Python. I have a specific dataset that I will provide. Key requirements: - Data Analysis: The task involves in-depth data analysis - not just basic statistical analysis but also some intermediate data processing and visualization. - Python Proficiency: You must be skilled in Python for this project. Experience in using Python for data analysis is a definite plus. - Dataset: I will provide the dataset which you will be working with, so you should be comfortable working with provided data. this is the question : In this question, you will use the dataset made available to the public by: S. Moro, R. Laureano and P. Cortez. Using Data Mining for Bank Direct Marketing: An Application of the CRISP-DM Methodol...

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    In this crucial project, we aim to significantly improve the cybersecurity of data stored on the Google Cloud Platform (GCP), using cutting-edge artificial intelligence methods. Our main goals are as follows: - Use Machine Learning and Deep Learning to detect and mitigate any potential cyber threats before they occur. - Utilize AI to predict and intercept Unauthorized Access, Data Breaches, and Malware Attacks, thereby bolstering our defense mechanisms. The ideal candidate will be proficient in AI, specifically Machine Learning and Deep Learning, and have extensive knowledge of cybersecurity on clouds. Experience with GCP would be a valuable advantage. It's essential for the chosen freelancer to be adept at translating complex AI algorithms into practical cybersecurity solutions. Ac...

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    I'm in need of a machine learning expert who's proficient in deep learning and is passionate about tackling complex challenges. Key Requirements: - Demonstrate strong understanding of machine learning concepts - Able to develop innovative solutions for complex problems - Complete the entire work within a day Your main tasks will revolve around: - Understanding the requirements and objectives of the project - Researching and implementing relevant machine learning techniques Little experience is expected.

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    Detection algorithms that will provide the most accurate incident detection. You do not need to concern yourself about the specifics of the SIEM plugin or software integration, i.e., your task is to focus on accurate classification of malicious events using R. You are to test and evaluate two machine learning algorithms (each in two scenarios) to determine which supervised learning model is best for the task as described. Budget is fixed. Only comment if you able to do in this budget.

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    I am looking for a proficient Python developer extensively experienced in Deep Learning, particularly CNN (Convolutional Neural Network), for a critical cyber security project. Your task will be to develop a system capable of efficiently identifying network intrusions. Specifically: - The system will focus on the detection of anomalies within the realm of cyber security. - User behavior data will serve as the primary source of analysis in the effort to pinpoint these intrusions. - The detection algorithm must be highly accurate, maintaining an efficiency level above 95%. Ideal candidates must have: - Proven experience with Python and CNN Deep Learning algorithms. - Previous work on cyber security systems or similar projects is a major plus. - Firm understanding of user behavior data ...

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    Python programming and machine learning in 2 to 3 days. It requires data pre-processing and data cleaning. The machine learning model will need to be developed. And a relevant report will need to be completed, in 2 to 3 days. The data and details will be provided

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    I'm currently working on a project for one of my Artificial Intelligence courses and would like some assistance. The main objective of the project is to develop an AI search algorithm and implement AI solutions using Python. Requirements: - Knowledge of AI search algorithms - Implement AI solutions in Python - The project will focus specifically on machine learning, so a solid understanding of this area is essential Ideal Skills: - Proficiency in Python - Strong understanding of AI and machine learning - Experience in developing AI search algorithms - Ability to implement AI solutions in Python The project is quite urgent, so prompt availability would be appreciated. I'm looking for a professional who can provide high-quality and thorough work.

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    I have installed Tabby in my Windows. It seems running OK. I have also installed it ini VS Code. But it does not seem working. I need you to help me set up Tabby ML properly so that it works in Visual Studio Code or another coding tool. Key Responsibilities: - Configure Tabby ML to work seamlessly with Visual Studio Code The work has to be done remotely using a control software.

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    Pandas Data Filtering. 5 days left
    VERIFIED

    I have two Excel sheets that require data filtering using Python's Pandas library. The objective is to filter that data based on conditions and export it to a new Excel file. Key Responsibilities: - Data Filtering: Implement data filtering operations on the provided Excel sheets to extract relevant information for analysis. - Reporting: The final deliverable should be a new Excel file containing the filtered data, ready for further reporting. Ideal Skills: - Proficient in Python with a focus on Pandas library. - Strong understanding of data manipulation and filtering techniques. - Experience in data analysis and reporting. The successful candidate will demonstrate a high level of attention to detail, a proactive approach to problem-solving, and the ability to deliver accurate and r...

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    I'm looking for a skilled professional who can implement an AI into my Wordpress website. This AI will essentially be trained to generate and filter the most trending content from a set of topics, creating blog and video content to be automatically posted on LinkedIn, YouTube, and Facebook. Our website includes essential components such as a company profile section, detailing our identity as an AI startup. Our AI system is tasked with creating and publishing social media content covering a wide array of topics, including news, AI, Finance, HR, Cybersecurity, politics, and investing. Additionally, the AI undergoes training to identify the most trending news and produce approximately three blog posts daily. Among these posts, one is selected for video production, with the AI craftin...

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    I'm looking for a skilled AI engineer with experience in finance, proficient in Python, TensorFlow, and PyTorch. Key Responsibilities: - Design and implement machine learning algorithms to analyze financial data - Develop natural language processing models to process and interpret financial texts - Implement computer vision techniques for data visualization and pattern recognition Ideal Skills: - Proficiency in Python, TensorFlow, and PyTorch is a must - Experience in the finance industry is a plus - Strong understanding of machine learning, NLP, and computer vision techniques - Ability to work with diverse and complex datasets If you're a proactive AI engineer with a keen interest in finance and a proven track record of implementing AI solutions, I'd love to discuss this...

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    I'm looking for a skilled OCR specialist who can help me with a unique task. I need assistance with table extraction from financial scanned PDF Documents. The tables in these documents are complex, often containing merged cells and layouts that are more intricate than standard. Key Requirements: - Proficiency in OCR techniques, especially in relation to table extraction. - Experience working with scanned PDFs. - Ability to efficiently handle tables with merged cells or complex layouts. Your role will involve: - Utilizing OCR software to extract tables from scanned PDFs. - Ensuring the accuracy and completeness of the extracted data. - Solving any issues that may arise from the complexity of the tables. You need to be experienced in OCR and have a keen eye for detail to apply for t...

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    I'm in need of a skilled expert in machine learning, with a focus on supervised regression and extensive experience handling numerical data. Your primary task will be to develop a reliable algorithm that can predict continuous values - in this particular case, related to the project's data. I looking for machine learning algoirthm implementation to be trained and automatically draw schematic interconnection for 2 IC's or GPU. This project is basic college project. Key Requirements: - Proficiency in supervised learning techniques, particularly regression. - Strong experience in working with numerical data. - Ability to build a well-structured, efficient machine learning algorithm. This is a great opportunity to showcase your machine learning skills and contribute to a cut...

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    I'm looking for a skilled software developer with experience in image recognition algorithms and a strong understanding of Node JS. The mission is to design and implement an image-based product recommendation engine to improve the user experience on our mobile app. User captures an image and the search should result in related products. Your duties will include: - Designing a relevant and useful recommendation engine to power product recommendations to ecommerce app - Implementing this engine into our Node JS backed mobile app. A successful freelancer will: - Have experience developing recommendation engines, specifically image-based. - Demonstrate successful past work in this field. By enhancing the user experience, we aim to drive customer satisfaction up and excite our audienc...

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    We are seeking freelancer expert to write a new enhancement in our exosting an On-Prem AI Video analytics (VA) software. Existing products works on live feed, find EHS violations after running models on frames and insert into DB. It has an existing dashboard as well. New features will primarily focus on analyzing traffic violations. The new enhancement should be able to handle ANPR and Speed Violation detection based on a live video feed from inside plant roads. Key Features: The software should provide - check valid vehicle # with registered list for unauthorized entry. - Speed violation to handle 5 to 40 Kmph threshold - Violation Snapshot/Video will be stored on on-prem server. - Each violation with trigger Auto Email and/or SMS notifications....

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    I need an expert to further optimize my existing CNN model that currently has an accuracy rate of over 80%. Despite the high performance, I believe there's room for improvement. Required Skills & Experience: * Extensive experience with Convolutional Neural Networks (CNNs) * Proficiency with text data processing * Track record of improving the accuracy of machine learning models Job Scope: * Review the current model and identify potential areas for improvement * Implement strategies to increase training speed and minimize overfitting * Improve the model's overall accuracy * Maintain detailed documentation on the steps taken and their impacts Despite the model's high initial accuracy, I'm ambitious about reaching even higher stats. If you're a guru at impro...

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    Small object detection based on texture features classification and segmentation from images. I need this project in one week with satisfactorily results. I have uploaded a pdf and a image of model for your reference.

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    I'm currently looking for an expert in hybrid machine learning models, specifically for the ARIMA, GCN, and LSTM components. Key improvements needed: - ARIMA: - Improved accuracy of predictions - Reduced computation time - Better handling of seasonality - GCN: - More effective integration of graph structure - Enhanced extraction of features Skills and Experience Required: - Extensive knowledge in ARIMA, GCN, and LSTM - Proven experience in improving hybrid machine learning models - Proficiency in handling seasonality in data - Ability to work efficiently and reduce computation time. - Skilled in incorporating graph structure and improving feature extraction.

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    I'm in need of an expert with a keen ear and profound experience in music annotation, specifically music/no-music annotation, to assist with my project. As the ideal candidate, you should possess: - Extensive experience in music annotation, especially around music/no-music annotation. - A strong ear for differentiating music types. - An understanding and appreciation of various genres of music is a bonus. I look forward to seeing your applications. Please ensure to include details of your experience in music/no-music annotation in your bids to demonstrate your competency for this job.

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    Overview: We are seeking an experienced image processing specialist to develop a robust solution that can transform images of rugs on a transparent background into perfect rectangles. The rugs have wavy, squiggly edges, and some include fringes, adding complexity to the task. The goal is to standardize these images for better presentation and further processing. Responsibilities: Develop an algorithm or script using Python and OpenCV (or similar libraries) that can accurately detect the edges of rugs in images where the rugs are on a transparent background. Transform these images so that the rugs are reshaped into perfect rectangles, despite the presence of natural waves, curves, and optional fringes. Ensure that the transformation maintains the integrity and quality of the rug design, e...

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    I'm seeking an expert in Python who can help me build a system for object detection in images. I don't have a specific list of objects in mind as of now, hence your role will involve creating a flexible and adaptable model. Key Tasks: - Develop a Python program that can accurately identify the nature of objects in any given image. - Ensure the program is adaptable to a variety of objects. - Test the program extensively for accuracy. I'm not in a hurry for this project as I value quality over speed. However, we can discuss project timelines to suit both our schedules. Ideal Skills: - Extensive experience in Image Recognition and Python coding. - Good understanding of various machine learning algorithms suited for this task. - Proven history of creating flexible, high-perfo...

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    We're seeking an experienced professional to enhance our product recommendation system through image and text matching with embedding. More specifically: - We will utilize this upgrade to refine the accuracy of our e-commerce product suggestions. - Our current system deals with product images coupled with relevant text details. Your skills will be applied to this type of content. - An ideal candidate would possess ample experience in creating or optimizing visual search or recommendation algorithms. - A critical aspect of this project revolves around the detection and management of duplicate products. Proven experience in such tasks will significantly increase your chances of being selected for this project. We look forward to discovering new ways to accomplish our goals with your ...

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    I am looking for a competent AI assistant to aid me with data analysis, research, and the implementation of pilot codes. This AI assistant should be proficient in Python and C#, and have a working knowledge of Markdown. The assistant should be: • Able to parse and interpret huge amounts of data • Capable of conducting thorough web research independently • Experienced in pilot code implementation • Comfortable working within a Windows Operating system Ideally, the successful candidate will have experience in data analysis and machine learning. Experience with the Windows operating system is a must. Understanding of other platforms is a plus. This is a great opportunity for freelancers who have a knack for detailed analysis and have hands-on experience wi...

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    I am looking for an expert in prompting GPT 3.5 for solving a data analysis task.

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    I'm looking for an expert in machine learning who can build an algorithm to analyze a sizable set of numerical data- comprising over 70,000 samples. Your task will be to make use of the training and test data I will provide to yield the most accurate predictions for the test data. Although I'm open to recommendations, my initial thoughts are to base this on Classification or Clustering methodologies. Your expertise in selecting and utilizing the most efficient algorithm is crucial. Requirements include: * Proven experience in machine learning, specifically with Classification and Clustering algorithms * Strong understanding of how to handle and analyze numerical data * Ability to deliver accurate predictions using large datasets. In your bid, please detail your experience wi...

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    As an AI-driven project, I am seeking a freelancer experienced in machine learning to implement TensorFlow, scikit-learn, and PyTorch open-source tools to analyze and predict certain events. My project involves systemically analyzing data from different sensors, namely temperature (temp), relative humidity (RH), and other miscellaneous sensors. The outcome of this analysis should be predictive models capable of discerning behaviors, such as detecting when an AC unit has been turned on or off. Ideal characteristics: - Expertise in TensorFlow, scikit-learn, and PyTorch - Experience with influxdb / MQTT data handling - Strong statistical analysis skills - Knowledge in real-time data processing Your task would be to design systems that generate real-time notifications upon the occurrence o...

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    As a client looking to develop a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time and efficiently.

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    I'm in need of a Python script that can efficiently take addresses from an excel spreadsheet and search google maps locate solar panels on roof tops Ideal Skills and Experience: - Proficiency in Python programming - Experience with image processing and analysis - Familiarity with satellite image utilization - Understanding of data output and manipulation in Excel Key Features: - The script should focus on residential rooftops specifically, using satellite images to identify solar panels. - It should be able to iteratively search through said images, pinpointing and marking the locations of solar panels. - The final output should be an Excel spreadsheet containing the results of the search, detailing the coordinates of the identified solar panels. Please, only bid if you have a...

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    I'm looking for a Machine Learning Engineer with specialized skills in developing and training Zero-shot Learning models for image classification. Key Tasks: - Data Preprocessing: You'll be responsible for cleaning and preparing a dataset of 1,000 - 10,000 images for training the model. - Model Selection and Evaluation: Your expertise in selecting the most appropriate model for this task will be crucial. - Feature Engineering: Extracting and selecting informative features from the images will be a key part of the project. Ideal Candidate: - Strong background in machine learning, particularly with Zero-shot Learning models. - Proficiency in data preprocessing and feature engineering, particularly with image data. - Experience with model selection and evaluation in a similar con...

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    Reinforcement Learning -- 2 3 days left
    VERIFIED

    Reinforcement Learning Goal: - Optimize a specific task and write a journal for that Project Details: - The project is already half completed and I need someone to complete it further. - I have some code/files that will need modifications Preferred Skills and Experience: - Strong knowledge and experience in reinforcement learning - Proficient in Python programming language

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    I'm seeking an expert in Python programming, with emphasis on data analysis, to help with my final project for my university module. The module focuses mostly on plotting and manipulating numerical data. Specific areas that need to be addressed include: - Expert Python programming skills, with an emphasis on data analysis techniques and tools. - Experience in Jupyter software for data manipulation. - Guidance in selecting the correct Python libraries and tools. - Ability to write clean, efficient, and reusable code. - Clear and effective communication to ensure complete understanding of my project requirements and challenges. Please note, we're not focusing on a specific type of numerical data as this information was not provided so a wealth of knowledge across verticals is a ...

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    We need to detect if the axle is in the hinge or not with probablility of 99.9% at least. We need ready Python code that we can insert into our main routine. Recognition part gets image to process and returns result. Data set is available here: The system must perform object detection, with a critical requirement for real-time operation. Key tasks and requirements include: - Develop a high-precision hinge detection system, using Python programming language. - Implement object detection algorithms, ensuring accurate and real-time detection capabilities. - Ensure the system operates in real-time, with minimal to no delays in processing. - Utilize computer vision best practices to enhance the system's performance and accuracy. - Experience with computer vision, object detection, machi...

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