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!

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    105 jobs found, pricing in USD

    I'm in search of a talented Data Engineer/Data Scientist to help me with the creation of a Data Extraction Pipeline. The pipeline will be responsible for extracting data from documents in PDF/Image format, primarily for the purpose of data cleaning and preprocessing. Key responsibilities include: - Building a robust data extraction pipeline using Python - Implementing data cleaning and preprocessing techniques effectively Ideal candidates for this role should possess the following: - Proficiency in Python, with a strong understanding of data extraction and cleaning - Need to have experience with paid tools and clear understanding among different paid tools. - Can develop a Entire Data pipeline/Extarction system from scratch that can accomodate 50k users with less latency. - Experien...

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    I'm looking for a talented freelancers to create me a portal with ALL 40s functionalities. UI/UX Design will provided by us.

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    For my project, I'm using Twitter's API version 2.0 along with Python for analyzing tweets. However, I've encountered a "403 Forbidden" error, pertaining to the Tweepy library that I need resolved. - Ideal Skills:Experience with Twitter's API, especially version 2.0, is critical. The freelancer should also be proficient in Python programming and have specific knowledge about the Tweepy library. - Other Information: Please note that, aside from Tweepy, no other libraries or frameworks have been employed for this project.

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    I'm seeking a skilled developer to create a sophisticated machine learning system aimed at predicting heart risk issues for patients. This system is intended to primarily benefit doctors, patients, and admin workers in the medical field. Key Responsibilities: 1. Developing Predictive Models: The main objective of this system is to efficiently predict the likelihood of a patient having heart-related issues, specifically coronary artery disease, heart attacks, and arrhythmia. Expertise in machine learning algorithms and predictive modelling is crucial. 2. Integration of Data Sets: The system must be able to handle vast sources of patient data to generate accurate predictions. These include patient's medical history, lifestyle information, as well as real-time health data. Extens...

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    I am in need of a proficient Python coder who can develop a robust object recognition system for me. The key tasks for this project are as follows: - Create a Python code able to recognize and detect people and vehicles. - The code not only needs to detect these objects but also provide specific information about them, including flagging any instances of jumping signals via license plate detection. - Additionally, it should be able to identify instances of multiple riders on two-wheelers, whether the riders are Indian or foreign, again using license plate detection. Algorithm 4 different Deep learning Algorithm and tell the best * Yolo * other than Yolo any 3 Deep learning network model The ideal freelancer for this project should demonstrate previous experience in Python c...

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    As a major part of my project, I'm looking for a specialist well-versed in both sentiment analysis and named entity recognition. You'd be perfect for this project if: - You have substantial experience in Python programming. - You have worked with the Natural Language Toolkit (NLTK). - You have demonstrated skills in sentiment analysis and named entity recognition. Your role would primarily involve working with the NLP tasks, using Python and NLTK. You would play a key role in executing sentiment analysis and named entity recognition for the data. An understanding of these processes, and the ability to work with them efficiently, will be key to the successful completion of this project.

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    We are seeking a skilled Python language tutor to provide online tutoring sessions for a group of three individuals consisting of two students and their teacher. The course will cover beginner to intermediate level Python programming concepts over four sessions, spread across 15 days. Each session should be a minimum of two hours and no longer than three hours. Responsibilities: - Develop a comprehensive curriculum covering fundamental Python programming concepts. - Conduct engaging and interactive online tutoring sessions for the group. - Provide clear explanations and examples to facilitate understanding. - Offer assistance with coding exercises and assignments. Requirements: - Proficiency in Python programming language. - Previous experience in tutoring or teaching Python to beginners...

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    AI Engineer 6 days left

    As an AI Engineer, I'm looking for a specialist to develop an AI system that is proficient in machine learning and computer vision. In particular, I need the system to excel in image recognition and data analysis. Ideal Skills: - Proficiency in machine learning and computer vision - Extensive experience with image recognition and data analysis - Skilled in Python, TensorFlow, and PyTorch The AI Engineer must also have a solid understanding of the Python programming language, as well as experience working with TensorFlow and PyTorch frameworks. The ideal candidate will be able to demonstrate a strong track record in developing and implementing AI systems that can successfully perform image recognition and data analysis tasks.

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    I'm looking for a proficient data scientist or machine learning expert to support me with a predictive analysis project. Key Project Details: - Objective: The primary goal of this project is to conduct a comprehensive predictive analysis. - Data Type: The data used will be categorical, and I need the freelancer to have expertise in handling and analyzing this type of data for predictive purposes. - Application: The results of this analysis are intended to inform important business decisions. Ideal Skills and Experience: - Profound expertise in machine learning algorithms, particularly in the context of predictive analysis. - Strong background in handling and analyzing categorical data. - Proven experience in making data-driven business decisions. I'm looking for a profession...

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    I'm in need of a skilled data analyst experienced in machine learning methodologies for a medium-sized project. The task will include: - Working with a dataset comprising both numerical and categorical data - Applying data analysis methodologies to draw insightful conclusions I have a code for 3 classifiers , but the valuse for classification report is the same i want you to solve my problem

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    I'm in need of a seasoned Data Science Trainer who can cover extensive topics, with a strong grounding in machine learning along with data visualization and statistical analysis. With a target audience of professionals, I seek bespoke, advanced level training. Hours of commitment are flexible, so ideally you would be able to accommodate varying schedules. Skills and experience necessary for this project: - Expertise in machine learning concepts and applications - Proficiency in data visualization techniques - Well-versed in statistical analysis - Experienced in teaching professionals - Open availability Note - 8+ years of experience required as a data scientist Take only Only weekend Classes for Work Professionals

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    I'm seeking a skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. Please only apply if you can ...

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    I'm in need of a skilled python developer who can craft a bot that generates proposal outlines based on a set of keywords I provide. Key Requirements: - The bot should be able to analyze a set of keywords I provide and generate a preliminary proposal outline accordingly. - This outline should be based on basic templates with placeholders that will later be edited by me to fit the specific project. The ideal candidate for this project should have: - Proven experience in developing AI, NLP, and machine learning algorithms. - Strong Python skills, particularly in the area of developing bots. - Excellent communication skills and the ability to understand and implement detailed requirements.

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    I require an experienced software developer well-versed in Python to update the existing Sketch2Code program. The essence of the project is the revision and incorporation of fresh code. Despite the platform was not clarified, having diverse compatibility skills might be advantageous. Key Requirements: - Familiarity with Sketch2Code or similar tools. - Demonstrable proficiency in Python programming language.

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    I need a seasoned GNN specialist, highly skilled in machine learning and data analysis. The project requires support as domain expertise, rather than specific application to finance, healthcare or marketing. Key Responsibilities: - Act as a domain expert - Guide through broader concepts of GNN Ideal skills and experience: - Proficient in Machine Learning - Strong Data Analysis abilities - Deep understanding of Graph Neural Networks - Prior experience acting as a domain expert within GNN projects would be a bonus.

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    I'm seeking an experienced developer to create a ChatGPT4-enabled chatbot that will be embedded into my own HTML page for personal use. The chatbot needs to: - Understand natural language for efficient dialogue - Offer text-based chat capabilities - Be capable of uploading documents for chat interactions Some key elements for this job include: - Familiarity with ChatGPT4, an advanced language model - Expertise in HTML for seamless embedding of the chatbot - Strong understanding of natural language processing Keep in mind that user authentication is not required, and the chat will not be tailored for various user inputs - it's purely for individual chats based on documents I upload. Looking forward to working with someone who can transform this idea into reality.

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    I am seeking an intermediate Research Assistant to help me with several tasks related to a research project I'm working on. The following tasks are required: - Data collection - Literature review - Finding suitable journals - Modeling and coding - Finding related talent - Scripting Ideal candidates will be proficient in the above areas, especially with data collection and literature reviews, and be able to identify suitable journals for publication. Basic to intermediate modeling, coding, and scripting skills are also necessary. In terms of communication, I would like to be updated on the project status via daily emails. Please ensure your ability and availability to do this. Requirements for this role: - Intermediate level experience in research assistance in ML/DL domain ...

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    I'm in need of someone with solid expertise in predictive modeling using machine learning and artificial intelligence. Key Project Details: - The project's primary aim is to create a predictive model. - The model will work with data, though the specifics are not provided. - The expected accuracy level for the model has not been specified. The ideal candidate should: - Possess considerable experience in creating predictive models. - Have a strong background in machine learning and artificial intelligence. - Be able to adjust model creation strategy based on type of data to be used. - Have a history of delivering effective predictive models. Please provide examples of your previous work in the field and any relevant qualifications that showcase your capacity for this project.

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    I'm looking for an experienced data analyst with expertise in python and data modelling to apply a model and predict greyhound results either winner / loser or position. I have attached a data file 8000+ races and 68 data features. The last two columns contain a finishing 'position' and winner classification. Once you have a model that you think is working I will send you a new data file which your model has not seen and you can provide your predictions. If the model work wells then I am happy to pay for it.

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    I'm looking for a Python developer who has experience working with ONNX runtime and Huggingface's Transformers model. The primary application of the ONNX model is for vision-language tasks. Key requirements for this project include: - Exporting an ONNX runtime web model from a Huggingface Transformers model - Enabling real-time inference with the ONNX model Ideal candidates will have: - Strong proficiency in Python - Familiarity with ONNX runtime - Prior experience with Huggingface's Transformers - Knowledge in handling vision-language models Your responsibilities will include: - Developing and testing the ONNX runtime web model - Ensuring the model is capable of real-time inference - Providing documentation for the model's deployment

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    Description: We are looking for a skilled Python developer with experience in machine learning and data science to help with a project involving sign language translation. The project is built using Jupyter notebooks and several Python scripts that integrate TensorFlow, scikit-learn, and other libraries. Responsibilities: make a tutorial how to run this project the sign to text part only Proficiency in Python and familiarity with Jupyter notebooks. Strong background in machine learning, particularly with TensorFlow and scikit-learn. Ability to troubleshoot and debug complex codebases. Excellent problem-solving skills and attention to detail. Good communication skills and ability to provide clear documentation. Project Duration: This is a short-term project expected to few hours , depe...

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    I am looking to develop an AIOPS system that primarily focuses on user behavior logs for proactive monitoring. Here's a brief outline of my requirements: - The main objective is automated incident management, efficient anomaly detection, active threat detection and generating tailored training programs to teach the solution. - The system should exclusively work with user behavior logs. Ideal candidates will have a proven track record in implementing similar systems and should have extensive experience working with AIOPS systems, threat detection, and manual neutralization strategies. Knowledge and experience with user behavior logs will be a significant advantage.

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    I need a Python project completed and a detailed project report made on business analytics. - Main Objective: The main objective of the project is business analytics. - Data Type: The data to be analyzed is stock data. - Expected Output: The report should be based on the data analysis and should be according to the questions given. Ideal skills and experience: - Strong Python programming skills - Experience in business analytics - Proficiency in writing detailed project reports - Understanding of stock data and its analysis -The write ups in report can not be AI generated or plagiarized. -I will provide the datasets. Please bid if you're confident in completing the project and writing a comprehensive report based on the analysis.

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    I'm looking for a skilled digital marketer who can help me attract more students for my coaching sessions focusing on C, HTML, and Basic Python. Key Responsibilities: - Devise and execute a comprehensive digital marketing strategy to increase student enrollment. - Implement various digital marketing tactics to generate leads and conversions. - Leverage appropriate channels to target potential students interested in learning C, HTML, and Basic Python. Ideal Skills & Experience: - Demonstrated success in digital marketing, especially in the educational sector. - Expertise in lead generation and conversion, specifically for educational services. - Proficiency in using digital marketing tools and platforms to reach target audiences. - Understanding of C, HTML, and Basic Python is a ...

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    We are seeking a Microsoft Autogen Studio expert to join our team on a freelance basis. As a Microsoft Autogen Studio expert, you will be responsible for designing, developing, and deploying Microsoft Autogen Studio systems for our clients. Responsibilities: Design and develop Microsoft Autogen Studio systems for a variety of use cases Train and fine-tune Microsoft Autogen Studio models Integrate Microsoft Autogen Studio systems with existing workflows Provide ongoing support to clients Qualifications: Experience with Microsoft Autogen Studio Proven ability to design and develop AI models Strong understanding of machine learning principles Excellent communication and collaboration skills Benefits: Competitive hourly rate Flexible work schedule Opportunity to work on cutting-edge AI pro...

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    I'm seeking an AI specialist to build a YOLOv8 model for early detection of breast cancer on mammography images. This project aims to automate the identification of cancerous regions, ultimately improving the accuracy of breast cancer diagnoses. Key Requirements: - Extensive experience in developing medical image analysis algorithms, particularly with a focus on mammography images. - Proven skills with Python and expertise in working with YOLO algorithms. - Knowledge of breast cancer and its typical representations in mammograms would be highly beneficial. To be successful in this project, optimal performance in precision, recall, and F1-score is expected as outcomes from the YOLOv8 model.

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    I need a project to be done where the model can give me the count of buttons on a cloth given an image. When there are no buttons the mkdel should return count as zero.

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    I need assistance with my Python code. My goal is to automate a specific task: extracting and transferring data from one script to another. - You would have to understand data manipulation through Python, as it's very crucial for the successful execution of this task. - Extensive experience with Python libraries and automation is highly desirable. - Familiarity with data extraction would be beneficial. Ultimately, your job would be to streamline the task in such a way that it becomes completely automated, requiring little to no manual intervention. If you're a proactive problem-solver who can think on your feet, apply now.

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    I am working on a research project. I need more efficiency of the model that is already trained.

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    I'm seeking an online tutor experienced in delivering Python programming lessons for my 9th-grade child, a beginner in Python. Key focus areas would be: - Basic syntax and setup - An introduction to data structures - Problem-solving and fundamentals of algorithms The ideal tutor should have previous experience in teaching Python to teenagers, and be skilled in making complex concepts simple and engaging. Staying patient, consistent, and adaptable to different teaching methods according to the student's progress and understanding are important attributes. Kindly mention any relevant experience you have had in Python tutoring while placing your bid.

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    Dear Freelancer Community, VRAS (Virtual Reality Advanced Simulations) is an ambitious startup pioneering the future of defense training through cutting-edge VR simulations. We're currently seeking a seasoned Senior Machine Learning Engineer to join our team and lead our efforts in integrating machine learning technology into our VR simulations. This unique opportunity offers an equity-only partnership initially to facilitate the Proof of Concept (POC) phase. During this period, the partner's contribution will be instrumental in securing further funding, already committed by an investor. Upon successful completion of the POC, we'll transition to full time position at the company and a payment structure, starting at $6,000 per month for the first year with opportunities for g...

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    I'm on the lookout for an AI engineer, specifically experienced in Natural Language Processing (NLP) and chatbot development. This project primarily focuses on: 1. Developing a sophisticated chatbot 2. Using NLP techniques for effective communication It would not be for a website or mobile application but needs to be integrated within a local system. Skills & Experience: - Expertise in Natural Language Processing - Experience in chatbot development - Knowledge of integrating chatbots on local systems Your mastery in NLP and chatbot creation will be crucial to the success of this project. Looking forward to your innovative thoughts and exemplary proficiency.

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    I'm seeking a seasoned developer to create an AI system that can produce optimised schedules for my business. The primary objective of this system is to enhance operational efficiency. Key Features: - Machine Learning: The system should be based on machine learning principles. - job swap Handling: A crucial feature is the system's ability to manage and accommodate job swaps. Staff should be able to drop jobs on a schedule while maintaining the overall operational efficiency. - Optimization: An essential goal of the system is to optimize schedules, ensuring that they are efficient and well-organized for the business's needs. Ideal candidates for this project should have a strong background in AI and machine learning, specifically in the context of workforce schedul...

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    FCN8 implementing at Python 4 days left
    VERIFIED

    Hello.I have train/image, train/groundtruth, val/image, val/groundtruth folders including images and labels. Images are 3band RGB and labels range is 0-1. The aim is detect non-ground points. Before i implemented morphological filters to find non-ground candidate places. Then i want to train FCN with initial pixels. After the FCN i want 224x224 image,non-ground pixels set to 1 other 0. Here is example image and labels.

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    Machine learning project 4 days left
    VERIFIED

    I am working on a research project. I need more efficiency of the model that is already trained.

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    I need a visual representation of the system architecture for my .ipynb file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification. The main purpose of this diagram is to provide an overview of the system architecture, similar to how it is in research papers. It should be clear, detailed and well-annotated to help me understand the flow of data and the various components involved in the process. Key Requirements: - The diagram should be in PNG format. - Include detailed annotations to help me understand the components, their interactions and the flow of data in the system. - Proven experience in creating architecture diagrams, especially in the context of machine learning or deep learning projects, would be highly beneficial.

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    I need a versatile programmer who can work with Python, C or any other programming language to develop a system for identifying Distributed Denial of Service (DDoS) attacks with the help of machine learning algorithms. Skills and Experience: - Extensive experience in Python, C, or similar programming languages - Knowledge of Machine Learning algorithms - Experience in network security would be beneficial - Proven track record in detecting cyber threats in a small network environment. Your success will be judged by your ability to create a reliable, data-driven system capable of efficiently detecting DDoS attacks in a small-scale network.

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    I'm looking for a seasoned Python developer capable of performing rigorous data analysis on financial data. I have a python code, I'm not a programmer and the code has issues i would like a z*o*o**m where I can explain to you what the code is supposed to do and you fix it. its not a very long or complicated code for a programmer (I presume), the code is related to data analysis (Stock Data) it takes its data from an excel sheet that I have. Specific requirements include: - Proficient in Python with a strong background in data analysis libraries. - Extensive experience working with financial data. - Ability to generate predictive models as an output from data analysis. - Strong grasp of forecasting and projection methods, with a knack for generating accurate and data-driven p...

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    I have a Python application which uses a pre-trained YOLOV8 model for detecting vehicles and some emergency vehicles like ambulances. However, we now want to add sound recognition to recognize siren sound of ambulances in the existing program. I need a skilled Python programmer to help me with this. Key requirements include: - Excellent Python skills, with experience in machine learning and AI - Good understanding of how YOLOV8 works This job requires a meticulous eye for detail and solid machine learning skills. Applicants must have prior experience in machine learning and computer vision projects, particularly with the YOLOV8 model.

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    NLP Developer for RAG Chatbot 4 days left
    VERIFIED

    Please DONT APPLY of you dont have the experience and skills! I'm looking for an NLP Developer who has experience with parsing PDF files, integrating OpenAI and other LLM providers APIs, and building RAG (Retrieval-Augmented Generation) applications. The main objective of this project is to build a chatbot based on a repository of documents. Key Responsibilities: - Implementing PDF parsing capabilities to extract textual data for processing - Integrating OpenAI APIs to enhance the chatbot's responses - Building a RAG-based chatbot system for providing contextual answers The ideal candidate should have: - Proficiency in NLP and experience with developing language models - Strong skills in integrating APIs - Previous experience in building chatbots or conversational AI systems - ...

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    I'm looking for a seasoned data scientist with a strong background in machine learning and healthcare. The objective of this project is to analyze public health data and identify discrepancies in the patient's health records. Key project details: - We will be using public health datasets as our primary source of data. - The main focus of the project would be to identify discrepancies within the patient's health records, especially issues related to CBC reports like low RBC or WBC counts. - Create a webapp interface with ML functioning integrated. The ideal candidate should: - Have a proven record of working on machine learning projects with a healthcare application. - Be proficient in data analysis, specifically in working with public health datasets. - Demonstrate experi...

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    I'm seeking a proficient Python data analyst who can unlock interesting trend patterns within a dataset using machine learning models. Your expertise will be instrumental in making sense of the underlying trends that the raw data contains. The main responsibilities will include: - Scrutinizing the datasets rigorously in order to identify trend patterns - Deploying machine learning models for an in-depth analysis The nature of the data is undisclosed at this juncture, which adds an element of challenge to the project. Therefore, a flexible analyst capable of working with different data types will be ideal for this role. Remember, the key objective is to highlight trend patterns within the given dataset efficiently and accurately. Someone with experience in data analysis using Pyth...

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    I'm seeking a proficient Python data analyst who can unlock interesting trend patterns within a dataset using machine learning models. Your expertise will be instrumental in making sense of the underlying trends that the raw data contains. The main responsibilities will include: - Scrutinizing the datasets rigorously in order to identify trend patterns - Deploying machine learning models for an in-depth analysis The nature of the data is undisclosed at this juncture, which adds an element of challenge to the project. Therefore, a flexible analyst capable of working with different data types will be ideal for this role. Remember, the key objective is to highlight trend patterns within the given dataset efficiently and accurately. Someone with experience in data analysis using Pyth...

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    Python Programmer Wanted -- 4 3 days left
    VERIFIED

    I am looking for a skilled Python programmer to assist with various tasks. Experience with data analysis and visualization, web scraping and automation, as well as Python application development would be preferred. The purpose of this project is not specified, so a versatile skill set is required. Proficiency in Python, Django, and Flask would be advantageous.

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    Your expertise will contribute to a cutting-edge project that combines music generation with voice cloning to create songs sung by virtual personas. We want our app to have the following features. - Create unique music based on user input information (speed, type, length...). - Create music based on the voice provided by the user - Change the voice of music provided by the user to the voice provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience...

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    I'm in need of a skilled professional who can help in segmenting brain CT images for disease diagnosis. Here's a more detailed explanation of the project: - Purpose: The primary goal of this project is to assist in diagnosing diseases using CT images. The segmentation process needs to be precise, as it plays a critical role in identifying abnormalities accurately. - Expected Accuracy: I'm looking for a moderately accurate segmentation, as this will primarily be utilized for research purposes. The results should be reliable and consistent. - Image Type: The CT images to be segmented are specific to the brain. Therefore, experience with this type of image segmentation is highly desirable. Ideal Skills and Experience: - Proficiency in medical image segmentation, particularl...

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    Hi everyone, I have assignment to do. Just write simple code to analyse the dataset and tell me which code represent which of the following:- 1) Data Understanding and Pre-processing 2) Data Wrangling Operations 3) Descriptive Analytics 4) Diagnostic Analytics 5) Predictive Analytics 6) Recommendations The link of the dataset is

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    I'm in need of a talented and reliable developer who can implement a machine learning model in .NET Core for a simple time series prediction task. Key Requirements: - You'll need to utilize machine learning techniques to create a model capable of predicting daily /hourly visitors as we have data for each enterance. - The model must be suitable for .NET Core and efficiently integrated into the existing system. Ideal Skills and Experience: - Proficient in .NET Core - Strong understanding of machine learning algorithms, particularly those suited for time series prediction. Please note that the specific machine learning algorithm to be used was not specified, so you'll need to have a versatile understanding of various algorithms. Your ability to work independently and del...

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    I'm seeking a skilled developer to build a speaker identifier using Python and the Siamese Network model. It must be able to: - Differentiate between multiple speakers in a single audio clip - Identify the same speaker across different audio clips The developed system should accept .WAV as the input format. It's crucial for the prospective freelancer to be proficient in Python, with a deep understanding of Siamese Networks and audio processing. Sound knowledge of Machine Learning principles and techniques would also be a plus. ** explain the code

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