Keras classification example jobs

I'm seeking an expert in Azure Machine Learning to develop a classification model aiming at customer segmentation from structured data. Key Requirements: - Proficiency in Azure Machine Learning - Expert in developing classification models - Experience in handling and processing structured data - Knowledge in customer segmentation techniques Your role will be to analyze the structured data and build a predictive model that effectively segments different types of customers. Your expertise will help in understanding customer profiles and predicting their behaviors. Please provide your relevant experience in your proposal. This is a simple POC project that has to be completed in 2 days time

Need to create a new website this is my current website and this is example I want the same Quality like example all graphics needs to be like the example as well write " GREEN " in your bid if u can do

I'm looking for an expert in neural networks for a predictive modeling project. The focus will be on working with structured data, specifically tabular data. The ultimate goal is to develop a model that can generate regression values. Ideal Skills: - Proficiency in neural networks and predictive modeling - Experience with structur...modeling project. The focus will be on working with structured data, specifically tabular data. The ultimate goal is to develop a model that can generate regression values. Ideal Skills: - Proficiency in neural networks and predictive modeling - Experience with structured, tabular data - Skills in generating and interpreting regression values - Familiarity with Python and libraries like TensorFlow or Keras - Strong statistical analysis and problem...

I'm seeking a proficient Python developer with a strong background in machine learning, specifically in classification tasks. The project involves creating a Python application that interacts with a database and then compiling it into a single application that can be hosted as a website. The zip file below includes a sample I need to create for my product which I can eventually host on a website. Key Requirements: - Development of a classification model using Python - Compilation of current code as shown in as a sample video - Creation of a website with interactive dashboards Ideal Skills and Experience: - Proficiency in Python and machine learning - Experience with database management - Web development skills - Ability to create interactive dashboards The website ...

...through experimentation, hyperparameter tuning, and model evaluation Stay updated with the latest AI and machine learning research trends to apply cutting-edge technologies and techniques. Implement best practices in coding, version control, and continuous integration for AI/ML projects. Required Skills & Qualifications: Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Keras, Scikit-learn). Troubleshoot and resolve issues related to machine learning models and AI applications Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field Strong proficiency in programming languages such as Python, Java, or C++ Solid understanding of AI techniques, including supervised and unsupervised learning, reinforcement ...

...through experimentation, hyperparameter tuning, and model evaluation Stay updated with the latest AI and machine learning research trends to apply cutting-edge technologies and techniques. Implement best practices in coding, version control, and continuous integration for AI/ML projects. Required Skills & Qualifications: Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Keras, Scikit-learn). Troubleshoot and resolve issues related to machine learning models and AI applications Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field Strong proficiency in programming languages such as Python, Java, or C++ Solid understanding of AI techniques, including supervised and unsupervised learning, reinforcement ...

I'm in need of a specialist who can integrate PayPal for marketplaces into my website or app. Your expertise should not just be in PayPal Business, but specifically in the intricacies of PayPal for Marketplace. I will need to see an example in your proposal where you have done this, otherwise please don’t apply I will not reply to your proposal.

...ads to be published per month. If the user exceeds this number, he can purchase additional publishing opportunities through a paid service. Professional account: A paid account through which the user gets 35 ads per month. The user can choose to pay monthly or annually, and when the number of ads is exhausted, he can purchase additional publishing opportunities. Points system and account classification Each new account gets 25 points upon registration, and accounts are classified based on the number of points earned as follows: Untrusted account: less than 20 points (red color). Regular account: from 21 to 70 points (blue color). Premium account: from 71 to 160 points (purple color). Gold account: more than 160 points (gold color). Points are earned or lost based on user...

...Design a SharePoint structure that mirrors the existing file server’s setup and migration plan. - Perform the migration of files from the physical file server to SharePoint. FIDO2 Implementation: - Configure Microsoft Entra (formerly Azure AD) and set up policies for FIDO2 authentication. - Roll out FIDO2 keys (30 keys in total) for secure user authentication. Data Classification: - Map out requirements for data classification and create necessary policies. - Implement and roll out labels for classifying data within the organization. Microsoft Intune Configuration: - Create and configure policies for device management using Microsoft Intune, including: - Compliance policies - Configuration policies - App protection policies - Conditional access policies - Device r...

This assignment focuses on a classification problem that encompasses all stages of the machine learning process. The goal is to predict advanced fibrosis status (positive or negative) in liver patients using a dataset containing 34 features. The process begins with splitting the dataset into 80% training and 20% testing subsets to ensure that the model’s performance can be evaluated on an independent dataset. During model training, it is crucial to standardize the features to ensure all variables are on the same scale. This standardization must only be applied to the training data and incorporated into the cross-validation process to avoid data leakage, which could lead to misleading results. Various machine learning algorithms and hyperparameter combinations will be explored ...

...Streptococcus zooepidemicus at an undergraduate level. (APA format; minimum of 10 pages, excluding bibliography, typed, Calibri, double spaced, font size 12) Ideal Skills: - Strong background in Biology - Excellent research and writing skills - Ability to work under tight deadlines Here is table of contents: Introduction Background and significance Objectives of the research Taxonomy and Classification Classification within the Streptococcus genus Comparison with related species Morphology and Physiology Structural characteristics Growth conditions and metabolic properties Genomics and Molecular Biology Genome structure and sequencing Key genes and their functions Virulence factors Pathogenesis Mechanisms of infection Host-pathogen interactions Clinical manifestations i...

I'm looking for a machine learning expert to write me a research paper focused on supervised learning, specifically on classification algorithms and also optimization . This paper should include an in-depth analysis of decision trees and neural networks random forest. Ideal skills and experience for the job: - Extensive knowledge and experience in machine learning, particularly supervised learning and classification algorithms - Proficiency in writing academic research papers - Ability to conduct thorough research and analysis on decision trees and neural networks - Familiarity with the principles of machine learning and its applications in real-world scenarios

I'm in need of a seasoned AI developer to build an advanced software so...incorporate a user-friendly interface into the solution. Specifics of the Project: - The AI solution needs to be compatible with Whole Slide Images (WSI). - The training of the AI model will be conducted using raw images without annotations. Ideal Skills and Experience: - Deep Learning Frameworks: The ideal candidate will have a strong background in using frameworks such as TensorFlow, PyTorch, or Keras. - Model Development: Hands-on experience with Convolutional Neural Networks (CNNs) and Transfer Learning is a must. - UI/UX Design: Prior experience in user interface design is an advantage. This project is a unique opportunity to contribute to a critical health solution, and I look forward to seeing ...

My budget is fixed. Kindly do not send a bid if you do not agree to the budget. I need an AI bot that acts as a resource optimization advisor (in farming sector). This project involves developing a custom AI model that utilizes advanced classification and clustering techniques. Tips: It is important to note that this bot supports Extension Agents working with farmers. Sample app: Attached is an interface section I'd like to see. Also note that this app is to be used as a practical, not really made for an organization.

I have approximately 2,000 financial transactions that I need to have extracted and organized from 47 screenshots (in JPG/PNG format) and two Excel files into a single, consolidated Excel file. The finishe...the transactions. Please note: - Transactions from the two Excel files should be marked as "Trust" or "Sole Trader" in the Bank column. - The final deliverable would ideally be completed within 12 hours. Please note that the transactions will include a mix of personal expenses and business transactions. I will provide a specific naming convention for the consolidated Excel file. The classification into general income and expense categories will suffice. Transactions should be classified flexibly but in a consistent manner, ensuring all similar trans...

...By leveraging OCR and Machine Learning, we aim to reduce manual data entry errors, improve efficiency, and create structured outputs for seamless ERP integration. Objectives - Scan Supplier Invoices: Develop a system that can accept scanned images or PDFs of supplier invoices. - Data Extraction: Utilize OCR with Machine Learning to accurately extract key information from the invoices, For example: - Vendor Name - Invoice Number - Invoice Date - Total Amount - Line Items (Description, Quantity, Price) - Tax details - Other details - Output Format: Generate structured output files in both CSV and XML formats for easy import into our ERP system. - Error Handling: Implement validation checks to ensure data accuracy and flag any discrepancies for review. - User Interfa...

...data privacy. Adjust and test the existing model to incorporate privacy features without compromising the anomaly detection capabilities. Continue to provide detailed documentation and regular progress updates throughout this phase. - Ideal Candidate: 1- Proficient in Python with a strong background in both Deep Reinforcement Learning and Federated Learning. 2- Experienced in numeric data classification and handling security-related tasks in IoT environments. 3- Knowledgeable about privacy-enhancing technologies, especially in the context of federated learning systems. 4- Capable of following a phased development approach, with a strong emphasis on achieving high accuracy in anomaly detection and privacy. - Additional Requirements: 1- Demonstrable experience with libraries li...

I'm looking for a data scientist who can implement the k-Nearest Neighbors (kNN) algorithm, Decision Trees, and Random Forest to classify the Wisconsin Breast Cancer dataset. Key Requirements: - Utilize all available features in the dataset for model training. - Output classification results in an Excel file. - Provide a detailed output including the confusion matrix for model evaluation. Ideal Skills: - Proficiency in Python or R for implementing machine learning algorithms. - Experience with cancer datasets is a plus. - Strong understanding of model evaluation metrics. Please use the original version of the Wisconsin Breast Cancer dataset. Please use Python with scikit-learn for implementing the algorithms. No feature engineering or data preprocessing is needed; use the d...

This project involves developing a BERT-based text classification system to categorize customer complaints into predefined categories (Product ID). Despite successful training, the model currently achieves zero accuracy due to issues in the dataset or training pipeline. The goal is to debug the existing pipeline, address dataset problems, and improve model performance. • Analyze why the training script is resulting in zero accuracy. • Debug model initialization and weights setup. • Fine-tune the training script for better learning. • Acceptance Criteria: 1. Ensure the model starts learning, as evidenced by decreasing loss during training. 2. Improve training metrics (accuracy, precision, recall, F1-score) to acceptable levels. • Tasks: 1. Verify data...

I need a personalized training for 10th grade high school student on Convolutional Neural Networks (CNN) and Image Classification in Python. The main goal of this training is to implement a simple project: object detection and classification with custom images. Key Requirements: - Expertise in teaching CNN and Image Classification - Proficiency in Python - Experience in guiding project implementation - Ability to tailor lessons for a 10th grade student The ideal freelancer for this project should be able to make complex concepts accessible and enjoyable for a high school student. Your role will be to guide the student through the project, helping them to understand the necessary concepts and how to apply them in Python. You will work with the student to create a cus...

Here is exactly what is in my mind to do: Application should be Android. You will be working on creating an AI bot that acts as a resource optimization advisor (in farming sector). This project involves developing a custom AI model that utilizes advanced classification and clustering techniques. My primary focus is on ensuring that the app is functional, with seamless integration of the AI model, effective application or website design, and robust database integration. Additionally, you are to provide well-structured source code with detailed comments to facilitate understanding and maintenance. One of the main concerns is the input and output functionality of the bot. You will ensure that users can easily input relevant data and receive clear, actionable insights in return, tha...

If you are an ML, computer vision, and Python expert and have experience in completing such projects, I need your service to update an existing code. let's talk and discuss the project details.

Hello, I have been working in data annotation for almost 3 years, gaining extensive experience in annotations. This makes me a valuable addition to your team. In addition, I have much experience in image annotation, segmentation, bound...image annotation, segmentation, bounding boxes, polygons, key points, 2D and 3D annotations, and even LIDAR annotations. Tools: CVAT Roboflow LabelImg Labelbox VGG Doccano Label Studio Annotation Solutions: Bounding Boxes Image annotation Object labeling/tagging Semantic Segmentation Polygons Annotation/masks Polylines Annotation Key Points annotation Sentiment, Text & Topic Analysis Image classification and categorization Object Tracking Data Ann...

I'm looking for a Machine Learning expert to assist with a project focused on classifying text data. The primary goal is to develop an efficient algorithm for data classification. Ideal Skills: - Proficiency in Machine Learning techniques - Experience with text data classification - Strong programming skills, preferably in Python or R - Familiarity with libraries like scikit-learn, pandas, or NLTK Please provide evidence of your prior work in this area.

I have a dataset consisting of integers and I need a proficient deep learning professional to assist me in developing a model that can pre...Clear and succinct explanations of the code Ideal Skills: - Expertise in deep learning and neural networks - Proven experience with ResNet models - Excellent understanding of classification tasks - Strong coding skills with clear communication I have specific steps for preprocessing this dataset. The steps include normalization, standardization, feature engineering, and general data preprocessing. Hence, I am not in need of suggestions nor will I handle the preprocessing myself. Please note, there is no preferred framework for this project. Your expertise in any deep learning framework such as TensorFlow, PyTorch or Keras will be gre...

Project Description: I am looking for a designer to create a badge/stamp based on the provided example. The stamp will be used on a website to highlight the quality and popularity of a product. Requirements: The stamp must include the following German slogan: “Empfohlen von tausenden Käufern aus Deutschland und Österreich” The design must incorporate two flags: German flag Austrian flag The badge should be visually appealing, professional, and suitable for use on a website. Final files should be delivered in the following formats: PNG (with transparency), JPG, and a vector format (e.g., SVG or AI). Additional Information: I will provide an example design for inspiration. The badge should convey professionalism and trustworthiness to website visitors....

I'm looking for a skilled NLP expert to carry out sentiment analysis on product reviews. The reviews are in English and your task will be to determine the sentiment expressed in these reviews. Ideal skills for this job include: - Proficient in Natural Language Processing techniques - Experience with sentiment analysis - Familiarity with text classification - Proficient in Python and libraries like NLTK, pandas, sklearn etc. - Ability to present findings in a clear and concise manner. Please provide samples of previous similar work in your proposal. The sentiment analysis results should categorize reviews as Positive, Neutral, or Negative.

thank you for being here; Here is code Would appreciate if this could be done within 2 hours, and ideally we can keep the hourly budget to a maximum of $10. I'm hoping this can be a quick task, so that we can establish a good working relationship and potentially collaborate in the future. terraform apply runs If aws vars are ready “use them” and "run code" and "proceed" if not then check If vault vars are ready “use them” ” and "run code" and "proceed" If neither vault or aws vars exist then exit Would appreciate if this could be done within 2 hours, and ideally we can keep the hourly budget to a maximum of $10. I'm hoping this can be a quick task, so that we can establish a good working relationship...

I'm seeking a professional with expertise in OpenCV and image processing to collaborate on a project. Key Responsibilities: - Develop a robust web application using OpenCV for image processing. - Implement advanced image processing techniques focusing mainly on object detection, image...a professional with expertise in OpenCV and image processing to collaborate on a project. Key Responsibilities: - Develop a robust web application using OpenCV for image processing. - Implement advanced image processing techniques focusing mainly on object detection, image enhancement and image classification. Ideal Skills: - Proficient in OpenCV and image processing. - Experience in web application development. - Strong understanding of object detection, image enhancement, and image class...

...behaviors. Please classify them accordingly. (Please check it in files callled ) Detail Rules: 1. Each miner_uid should belong to one and only one group. 2. If a group has fewer than three uids, merge those uids into an 'others' group. 3. There should be at least five groups, but no more than fifteen. 4. What I need is a uid-to-group mapping, a visualization of the classification results, the model training process, and the code for the model itself that can be used. 5. The task will be considered successfully completed if the clustering model achieves 80% accuracy to the ground truth I have at hand. first come, first served. Key Requirements: - Basic data preprocessing: The model should handle basic preprocessing of the mixed data. - Algorithm flexibility: You can

I'm looking for an expert in data analytics who can work with my operational data from PostgreSQL. The main focus will be on predictive analysis using various models. Key Responsibilities: - Analyzing operational data to uncover trends and patterns. - Developing and implementing...with my operational data from PostgreSQL. The main focus will be on predictive analysis using various models. Key Responsibilities: - Analyzing operational data to uncover trends and patterns. - Developing and implementing predictive models. The ideal candidate should have: - Extensive experience in data analytics and working with PostgreSQL. - Proficiency in developing regression models, classification models and time series forecasting. - Strong problem-solving skills to diagnose issues and pro...

I'm looking for an expert in AWS and TensorFlow to help deploy my Natural Language Processing application. This project involves multiple components of NLP, including: - Text classification - Sentiment analysis - Entity recognition Ideal candidates should have extensive experience with NLP applications and AWS deployments, and a deep understanding of TensorFlow. A proven track record in working with the components listed above will be a significant advantage.

...handle large-scale data efficiently. Required Technical Qualifications: 1. Experience: Minimum of 2 years of professional experience in computer vision, with a proven track record of working on complex image processing and ML projects. 2. Programming Skills: Proficient in programming languages such as Python, C++, and MATLAB. Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. 3. Algorithm Expertise: Strong understanding of computer vision algorithms and techniques, including but not limited to convolutional neural networks (CNNs), object detection (e.g., YOLO, Faster R-CNN), image segmentation (e.g., U-Net), and feature extraction. 4. AI/ML Knowledge: In-depth knowledge of machine learning principles and experience with supervised, unsupervised, and rei...

...handle large-scale data efficiently. Required Technical Qualifications: 1. Experience: Minimum of 2 years of professional experience in computer vision, with a proven track record of working on complex image processing and ML projects. 2. Programming Skills: Proficient in programming languages such as Python, C++, and MATLAB. Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. 3. Algorithm Expertise: Strong understanding of computer vision algorithms and techniques, including but not limited to convolutional neural networks (CNNs), object detection (e.g., YOLO, Faster R-CNN), image segmentation (e.g., U-Net), and feature extraction. 4. AI/ML Knowledge: In-depth knowledge of machine learning principles and experience with supervised, unsupervised, and rei...

I need a deep learning specialist who can help me implement a surrogate model based on a research paper, but using a different dataset. This project will involve: - Utilizing both MATLAB and Python (Spyder) programming environments. ...a different dataset. This project will involve: - Utilizing both MATLAB and Python (Spyder) programming environments. - Employing a custom dataset for model training and validation. - Creating and optimizing scattering parameters using the model. Ideal candidates should have a robust understanding of deep learning frameworks, with preference given to those skilled in TensorFlow, PyTorch, and Keras. Prior experience with surrogate models and custom datasets will be a significant advantage. In short implement paper as it is using different dataset c...

I need one Page in Wordpress to be created from an example ! Urgent work only under 12 Hours , please dont bid when you can make it in this time ! Requirements: Rearranging content based on the provided template Adjusting font sizes and colors according to specific instructions Familiarity with web design platforms Elementor Effective communication and adherence to deadlines If you are interested and have the necessary skills, please send me a message with your portfolio and an estimate of the time required for completion. I look forward to your proposals! Price and Time !

I'm in need of a skilled professional to assist with the setup and deployment of Microsoft Purview. Key areas of this project include: - Setting up a data catalog: Your role will involve establishing a comprehensive data catalog to facilitate efficient data management and accessibility. We will also need support deploying policies, data classification etc. Ideal candidates for this project should have proven experience with Microsoft Purview, particularly in deployment and setup. A strong background in data governance and security is essential. You should also possess the ability to create effective data management systems and policies. I see this relationship being an ongoing project. I am happy to agree milestones so that payments are fair and transparant. The project ne...

...assistance to finalize it and make it production-ready. Here are the necessary fixes and improvements: Simplify the Architecture API Service: Handle CRUD operations (cameras, ROI setup, etc.) in a single service. Ingestion Service: Separate this service to handle video processing (detection, tracking, overlay) on the GPU. Consumer Service: Handle metadata processing (bounding boxes, object classification, alerts) from the ingestion service. Optimize Camera Handling Replace thread-based camera handling with a GPU-optimized pipeline. Pipeline flow: Camera → GPU Ingestion Service → Redis (metadata) → CPU Consumer (logic/alerts). Secure the APIs Add authentication mechanisms (API keys, OAuth, IP whitelisting) to secure the APIs. Scalability and Resource Allocation...

If you are an ML and Python language expert and have experience in completing such projects, I urgently need your service to update an existing code in 10 hours. let's talk and discuss the project details.

I have a project where I need to overlay a list of 1900 addresses onto a PDF zoning map and update the CSV file to show data fields of the assigned zoning designation. By having the zoning assignments of every lot I can then produce a scatter plot map where x axis=lot size and y axis=sum of house sqft. And dot on the plot is the color of the zoning classification. Key Details: - Zoning map is in PDF format. - Zoning designations are already defined within the PDF. - Prefer an automated geolocation process to match zoning designations to addresses. Ideal Skills & Experience: - Proficient in using geolocation tools and software. - Experience with PDF editing, data overlay and CSV file updating or Excel spreadsheet updating. - Familiarity with zoning maps and understanding of zon...

...payment (in EUR). Pay_Amount_1 = amount paid in September, 2021; Pay_Amount_2 = amount paid in August; …; Pay_Amount_6 = amount paid in April. Using the above dataset prepare a classification model for predicting payment default. Choose features, create a new feature (or several new features) based on the past pays and check the importance of variables. Check the distribution of the dependent variable. If needed, balance your data. Based on the problem/data characteristic try out several techniques and hyperparameter settings. Evaluate the models and report the results. Choose the most appropriate classification method/algorithm. The file is a table of 30,000 rows. Submission • All the steps in Altair AI Studio should be included in one single process, which...

I'm seeking a professional in image processing and machine learning who can assist me with pattern recognition in photographs. The main focus will be identifying and classifying objects, specifically vegetables...vegetables and fruits. Key Responsibilities: - Develop and implement a machine learning model to classify various types of fruits and vegetables from photographs. - Recognize specific patterns within the images to facilitate the classification process. Skills and Experience Required: - Proficiency in image processing and pattern recognition. - Extensive experience with machine learning models, particularly for object recognition. - Prior work with classifying images of fruits and vegetables will be a significant advantage. - Knowledge of general object classificat...

I'm looking for a professional experienced in Azure Data Bricks and A...professional experienced in Azure Data Bricks and Azure Fabric who can assist me with a real-time project focused on machine learning. Key Responsibilities: - Utilizing Azure Data Bricks and Azure Fabric for a real-time machine learning project. - Handling both structured and unstructured data. - Focusing on classification tasks within machine learning. Ideal Skills: - Proficiency in Azure Data Bricks and Azure Fabric. - Strong background in machine learning, particularly in classification tasks. - Experienced in working with both structured and unstructured data. I'm eager to collaborate with someone who can help me navigate this project successfully. The expected duration of the project ...

I need someone to organize and classify 5 to 6 columns of data in Excel, based on provided screenshots. The screenshots will be in JPG/PNG format. You will be provided with a sample template for categorizing transactions into various expenses or income categories. There will be about more than 1500 rows of data. - Needs in 12-hours please. - Use ChatGPT t...categories. There will be about more than 1500 rows of data. - Needs in 12-hours please. - Use ChatGPT to assist with the task, but check its work for accuracy. - Any discrepancies in the data must be flagged for review. Ideal skills for this job include proficiency in Excel, attention to detail, and good judgement for identifying data discrepancies. Experience in data analysis or financial data classification would be an ...

...App Store, and review websites. - Include metadata like review content, ratings, user location, and timestamp to filter reviews country-wise. Analysis Goals: 1. User Sentiment Analysis: - Classify reviews into positive, negative, and neutral categories using NLP techniques. - Utilize sentiment analysis algorithms such as VADER, TextBlob, or advanced models like BERT for precise classification. 2. Key Factors Influencing Sentiments: - Apply Latent Dirichlet Allocation (LDA) for topic modeling to uncover recurring themes in user feedback. - Use LDA to identify latent topics across reviews that indicate drivers of user satisfaction or dissatisfaction. - Employ TF-IDF and word cloud visualizations to highlight frequent keywords and phrases. 3. Country-Spec...

...automate selective interactions via WhatsApp Web while maintaining the use of our current WhatsApp Business account (no API subscription). The system will be locally hosted on our workstation. Key Responsibilities: 1. AI Messaging System: • Integrate ChatGPT API for engaging warm leads with personalized promotional messages. • Implement logic to allow selective AI engagement based on chat classification (e.g., warm leads vs. general inquiries). 2. Google Calendar Integration: • Use Google Calendar API to: • Display and book available time slots for appointments. • Automatically create and update calendar events upon client confirmation. • Pull appointment details to schedule WhatsApp reminders. 3. WhatsApp Web Automation: • Develop a...

I'm seeking a skilled data scientist or machine learning engineer proficient in Python, particularly with the nimpy library. Key Tasks: - Develop a supervised learning model for classification tasks using the provided Python GitHub repository viggle.AI. Ideal Skills and Experience: - Extensive experience in machine learning model development, specifically supervised learning. - Proficiency in Python, with a strong understanding of the nimpy library. - Prior experience in the development of classification models would be highly advantageous. - Knowledge of GitHub for version control and collaboration.

I am seeking a skilled professional in computer vision with a robust understanding of image classification techniques. The project will primarily focus on the classification of images. Though the specific type of images has not been determined yet, the ideal candidate will have the flexibility to adapt to various content types and understand the nuances of different classification tasks. Key requirements: - Proficiency in computer vision and image classification - Experience with various types of images - Ability to adapt to different content types - Knowledge of different classification tasks - Strong problem-solving skills

... Milestone 4: Deployment and Testing Deploy models to Azure Virtual Server. Perform server testing and ensure readiness for live use. Deliverable: Scalable, deployed models. Timeline: 2 days. Key Models Involved Keyword Extraction using Reverse ASIN Analysis: Extract keywords dynamically based on Amazon product ASINs. Includes sentiment classification and relevance ranking. Ad Campaign Optimization: Use CNN-based models for keyword classification (Profitable, Neutral, Non-Profitable). Automate bid suggestions and adjustments using Amazon’s API. Product Listing Optimization: Optimize bulk listings by analyzing performance data and competitor analysis. Enhance listings for better visibility and ad performance. Amazon API Integration API Documentation Reference...

...entire code. if you find it easily to train a model that works. that mean you are suitable, just dm me. Detail Rules: 1. Each miner_uid should belong to one and only one group. 2. If a group has fewer than three uids, merge those uids into an 'others' group. 3. There should be at least five groups, but no more than fifteen. 4. What I need is a uid-to-group mapping, a visualization of the classification results, the model training process, and the code for the model itself that can be used. 5. The task will be considered successfully completed if the clustering model achieves 80% accuracy to the ground truth I will provide for comparison. Key Requirements: - Basic data preprocessing: The model should handle basic preprocessing of the mixed data. - Algorithm flexibilit...