Keras clustering example jobs
I'm in need of a Python expert to develop a clustering model. This is a historical dataset with betting records from different accounts. Most accounts are not individual players but may belong to a specific group with similar betting behaviors. Please classify them accordingly. (Please check it in files callled ) I offered half of the ground truth, could use it for validation. but dont overfitting it is easy to tell since i will need the 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.
I'm looking for a talented machine learning expert to help me build a neural network using PyTorch. The primary purpose of this model will be clustering. Key Requirements: - Expertise in PyTorch, specifically in model building. - Deep understanding of neural networks. - Prior experience with building models for clustering tasks will be highly beneficial. If you have a passion for solving complex problems and have the right skills and experience, I look forward to your proposal.
...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...
I'm seeking for someone with expertise in deep learning...dataset. The goal is to pinpoint potential biomarkers for early cancer diagnosis. The project does not favor any specific deep learning framework, so proficiency in TensorFlow, PyTorch, or Keras is all welcome. Key Responsibilities: - Analyze multi-omic data including CNV, Methylation, somatic mutation, and gene expression. - Develop a deep neural network architecture to identify potential biomarkers. - Utilize XAI (Explainable Artificial Intelligence) techniques to provide interpretability to the model's predictions. Ideal Skills and Experience: - Proficiency in deep learning frameworks (TensorFlow, PyTorch, Keras). - Experience with multi-omic data analysis. - Background in cancer research is a plus. - K...
I'm in n...Optimization: It's crucial to optimize these models for both speed and accuracy, ensuring they can perform in real-time or near-real-time. - API Integration: A user-friendly API will need to be developed for smooth integration of this text extraction system into our applications. Required Skills and Experience: - Strong proficiency in Python and deep learning frameworks such as TensorFlow and Keras is essential. - Prior experience with computer vision and image processing techniques will be beneficial. - A solid understanding of text recognition techniques. - Excellent problem-solving and debugging skills. - Strong collaboration abilities. Please note that the specific image formats the system should support and the primary application for the system have not ...
Tiger logo like example with KUWA back of it The handle of the Kuwa will be in a reflective silver or silver. The handle tan or light gray. The head of the lion is similar to the picture- reflective black so to stand out on a black t-shirt.
roblem Statement for a Manual Coffee Grinder Hario Skerton Plus Ceramic Coffee Grinder is designed for coffee enthusiasts who value the freshness of hand-ground beans, especially in outdoor settings like camping or hiking. While it is admired for its portable size and manual operation, eliminating the need for electricity, the grinder has several design vulnerabilities when it comes to outdoor utility. Key components of Hario Skerton Plus are displayed in Figure 1, showcasing its current design. It features a cylindrical body made from materials like ceramic for the burrs and a combination of steel and glass for the rest of the structure. Despite these sturdy materials, the grinder’s construction presents issues during transport; its components are sensitive to damage, and the ...
Create an original graphic design based on the provided reference image, featuring a wine bottle and glass silhouette. The design will be cut out of metal and must meet specific aesthetic and technical requirements. Shape: The design should closely resemble a wine bottle and glass with accurate proportions and a refined silhouette. Line Weight: Lines must be bold and consistent, suitable for metal cutting. Intersections: Slight radius or curves at line intersections to ensure durability and manufacturing feasibility. Dimensions: Maximum width of 16 inches, with height proportionally scaled to match. Final graphic is delivered as a PDF file. The design should be black on a white background for easy CAD integration.
I'm looking to improve the efficiency of my two-wheeler ...looking to improve the efficiency of my two-wheeler delivery routes. The project involves clustering last mile facilities for a city customer and optimizing routes accordingly. Objectives: - Enhance delivery efficiency by minimizing travel time and distance - Utilize existing customer location data for clustering Skills and Experience Required: - Proficiency in data analysis and clustering techniques - Experience with vehicle route optimization - Familiarity with logistics and delivery systems Please note, I currently have customer location data available, but I do not have historical route data or real-time GPS data. This project will primarily involve working with the customer location data for cl...
I'm looking for a talented AI specialist who can create a model to emulate a girl influencer primarily on Instagram with a focus on fashion content. Ideal Skills and Experience: - Proficiency in AI model development, specifically in the realm of classification, regression, and clustering. - Deep understanding of Instagram's algorithm and influencer marketing. - Background or strong interest in fashion. - Previous experience in creating AI models for social media influencers is highly desirable.
I'm looking for a talented AI specialist who can create a model to emulate a girl influencer primarily on Instagram with a focus on fashion content. Ideal Skills and Experience: - Proficiency in AI model development, specifically in the realm of classification, regression, and clustering. - Deep understanding of Instagram's algorithm and influencer marketing. - Background or strong interest in fashion. - Previous experience in creating AI models for social media influencers is highly desirable.
I'm looking for a talented AI specialist who can create a model to emulate a girl influencer primarily on Instagram with a focus on fashion content. Ideal Skills and Experience: - Proficiency in AI model development, specifically in the realm of classification, regression, and clustering. - Deep understanding of Instagram's algorithm and influencer marketing. - Background or strong interest in fashion. - Previous experience in creating AI models for social media influencers is highly desirable.
...talented coder proficient in Python and PyCharm, skilled in both supervised and unsupervised learning. The specific algorithms and objectives haven't been decided yet, so I need someone who can help guide this process. The ideal freelancer should have rich experience in machine learning and data analysis, and should be able to implement various algorithms, such as Linear Regression and K-Means Clustering, as needed. Key Requirements: - Proficient in Python and PyCharm - Experienced in both supervised and unsupervised learning - Able to implement various machine learning algorithms - Capable of guiding project objectives and algorithm selection - Strong background in data analysis - Capable of efficiently manipulating and analyzing data using the Pandas library. this is my ...
I'm in need of a seasoned Data & AI expert, particularly proficient in machine learning, with a focus on Clustering and Predictive Learning, Key Responsibilities: - Develop and implement predictive models using machine learning techniques. - The construction of a statistical model in Python for clustering will allow the generation of synthesized data for a survey. Ideal Candidate: - Extensive experience in machine learning and data engineering. - Proven track record of working on predictive modeling projects. - Strong understanding of the technology industry. - Excellent problem-solving skills and attention to detail. The project will involve working with a specific dataset that I will provide and we dataset that we are getting. The expected duration of the projec...
...Specialist, to assist us in building a statistical model in python for clustering, which will allow the generation of synthesized data for a survey. Professional in engineering, economics, mathematics, physics and/or related careers. With at least 2 years of demonstrable work experience in data analysis, Artificial Intelligence (AI), use of Python for the creation of clustering algorithms, process automation, Machine Learning, and visualizations for executive reports and dashboards. Person with high analytical and numerical ability, excellent communication skills, with great attention to detail, proactive, passionate and critical. Technical requirements: * Advanced level of Python focused on data analysis, clustering and Machine Learning. * High analytical and num...
I need help creating written examples in the format of an informative report. Ideal candidates should have experience in report writing and can create engaging, informative content. Please note, I will provide a perfect example and you will learn from it. Your task will be to: - Generate written examples in the format of an informative report - Ensure the examples are not similar to AI generated content Skills Required: - Excellent written communication - Report writing experience - Ability to create engaging content
We need the attached 8 decal images put into a photo collage, like the one we had previously created (image attached) Simple Project.
Experience with machine learning frameworks like TensorFlow, PyTorch, Keras, or Scikit-learn. • Hands-on experience with cloud platforms such as AWS, Azure, or GCP. • Experience in Machine Learning and Neural Network architectures like Ensemble Models, SVM, CNN, RNN, Transformers, etc. • Experience in Natural language processing (NLP) tools: NLTK, Spacy, and Gensim. • Experience in MLOps tools such as Kubeflow, MLflow, or Azure ML. • Knowledge/hands-on experience with workflow tools like Airflow. • Experience with Microservices architecture. • Experience with SQL and NoSQL databases such as MongoDB, Postgres, Neo4j, etc. • Experienced with Rest API python frameworks such as Fast API/Flask/Django. • Excelle...
video editing from giving video data (5minutes) with for example nice zoom effect with some text overlays... video output: colorful and dynamic clip for spa
...Model Training To build a complex and advanced GPU-based training model, especially for deep learning, machine learning, data processing, and performance monitoring, the following libraries are recommended. 1. Deep Learning and Machine Learning Frameworks · • TensorFlow (with GPU support): tensorflow-gpu · • PyTorch (with GPU support): torch, torchvision, torchaudio · • Keras: keras · • XGBoost (with GPU support): xgboost · • LightGBM (with GPU support): lightgbm · &nb...
...Training To build a complex and advanced GPU-based training model, especially for deep learning, machine learning, data processing, and performance monitoring, the following libraries are recommended. 1. Deep Learning and Machine Learning Frameworks · • TensorFlow (with GPU support): tensorflow-gpu · • PyTorch (with GPU support): torch, torchvision, torchaudio · • Keras: keras · • XGBoost (with GPU support): xgboost · • LightGBM (with GPU support): lightgbm · ...
I'm looking for a freelance developer to create an AI-based Customer Relationship Management (CRM) system integrated with TeleCRM and capable of automating our digi...in identifying and categorizing our customer base for tailored marketing. - Digital Marketing Automation: Ultimately, the CRM should automate and provide signal platform for our digital marketing efforts, saving us time and resources. Ideal Skills and Experience: Programming Languages: Python, Java, JavaScript (for front-end), possibly R (for data analysis) AI Frameworks: TensorFlow, PyTorch, Keras Database Technologies: MySQL, PostgreSQL, MongoDB Cloud Computing: AWS, Azure, GCP API Integration: Experience with various APIs to connect different systems Data Science Skills: Data cleaning, feature engineering, m...
I need a skilled Python developer with deep learning experience to run my Keras-based project. Key Responsibilities: - Execute the deep learning project written in Python. - Use Keras as the primary deep learning framework. Ideal Skills: - Proficiency in Python programming. - Extensive experience with Keras. - Knowledge of deep learning concepts. - Ability to troubleshoot and optimize code.
I'm seeking assistance with Python code libraries tailored for machine learning, specifically for clustering tasks. Key Responsibilities: - Develop Python code libraries optimized for clustering algorithms. - Implement and test various clustering techniques such as K-Means, DBSCAN, and Hierarchical Clustering. Ideal Freelancer: - Proficient in Python with a strong grasp of machine learning principles. - Experienced in developing and utilizing code libraries for clustering tasks. - Familiar with a variety of clustering algorithms and their applications. Please note that while I have an interest in the aforementioned algorithms, I am open to suggestions for others that may be relevant.
...showing stock movements and forecasted changes for various timeframes (1 day, 1 week, 1 year). User Interface Design: Build a responsive, user-friendly UI with search functionality, stock filtering, and clear navigation. Ensure the interface allows seamless exploration of stock data and predictions for weekly decision-making. Requirements: Proficiency in Python and ML frameworks like TensorFlow/Keras for AI model development. Experience with financial data APIs (Yahoo Finance, Alpha Vantage). Strong skills in frontend development (HTML, CSS, JavaScript) to design an intuitive UI. Familiarity with stock trading concepts and financial market analysis. Preferred Skills: Experience in time-series forecasting models, particularly LSTM for weekly stock predictions. Knowledge of data ...
Job Description: We need a knowledgeable freelancer to install and configure RTPproxy, a high-performance software proxy for RTP streams. This proxy works with platforms like Sippy B2BUA, Kamailio, and OpenSIPS, supporting NAT traversal, RTP stream relay, and WebRTC compatibility. Responsibilities: Install RTPproxy, configuring i...configuring it with Kamailio/OpenSIPS for seamless integration. Enable advanced features like NAT traversal, session recording, and video relaying. Ensure compatibility with WebRTC modules (e.g., dtls_gw, ice_lite, rtcp_demux). Document the setup and provide support post-installation. Requirements: Proven expertise with RTPproxy setup and SIP/RTP protocols. Familiarity with Linux, WebRTC, and clustering. Link of the RTP Proxy :
I'm seeking an expert in data ...primary goal of this project is to compare different clustering methods using CVI's (silhoutte index, Davies-Bouldin Index, and Calinski-Harabasz Index). I already have a working code that clusters the load profiles per household using k-means. I would like to add on to the model by comparing different clustering techniques, and different types of normalization. I would like the output of the model to be a table of the CVI's per household cluster, comparing different clustering methods. Key Responsibilities: - Utilize various clustering techniques including K-means, Hierarchical, Fuzzy c-means, and Self-Organizing Maps (SOM). Ideal Candidate: - Proficient in data analysis and machine learning in Python. - Experie...
Python K-means Clustering for Customer Data
I'm conducting research and need a real example of a bound eSIM profile package from a US mobile operator. This could be from AT&T, Verizon, or T-Mobile. The package should be one that has been downloaded onto an Android smartphone, not a test package. Ideal Skills and Experience: - Access to an eSIM capable Android smartphone - Ability to download and identify the correct eSIM package - Understanding of eSIM technology and Android systems The package does not need to be activated and will be encrypted. So, I would not be able to read the encrypted contents (like IMSI and key K), but I will be able to read the metadata. Understanding the metadata for an operator eSIM profile is what I am interested in seeing. You can download these eSIM profiles over the Internet and...
I'm looking for an expert in machine learning, specifically in clustering techniques, who can help me with a project involving video data. Can you have to create similar code or find similar other source My goal is just to create a working module on a server or online webportal similar to this if you notice this video how it change Please note, the source of the video data has yet to be determined. Hence, flexibility and adaptability to different data sources will be an advantage.
I need an expert in deep learning with a strong grasp on few-shot learning. The objective is to set up a few-shot learning system that can reconstruct high quality images from low light sources. This system will be implemented on a desktop application. Ideal Skills: - Deep Learning - Few-Shot Learning - Low Light and Resolution Enhancement -...learning system that can reconstruct high quality images from low light sources. This system will be implemented on a desktop application. Ideal Skills: - Deep Learning - Few-Shot Learning - Low Light and Resolution Enhancement - Desktop Application Development Experience: - Proven track record in image enhancement projects. - Familiarity with various deep learning frameworks (TensorFlow, PyTorch, Keras). Please implement the system usi...
It's a simple and small project. It should not take more than 1 hour for an expert. My budget is AUD $15. Please message me for more details.
It's a simple and small project. It should not take more than 1 hour for an expert. My budget is AUD $15. Please message me for more details.
I have an example gif and need the same reproduced (background) but different character. I will give you my character in png and mp4. Movie character is preferred but if now still is fine. I will need it within a few hours. Will lead to more work.
I need a project that facilitates students in...airports. Key Project Aspects: - Utilizing public databases to gather data on nearby facilities. - The clustering algorithm should focus on the following types of facilities: gyms, restaurants, cafes, bus stands, and airports. - GPS will be the primary geolocation technology used for this project. Ideal Skills: - Expertise in geolocational data analysis and clustering algorithms. - Proficiency in utilizing public databases for data extraction. - Experience with GPS technology and geolocation software. - Ability to create a user-friendly interface for students to interact with the data. I'm looking for a freelancer with a strong background in data analysis, specifically in geolocational clustering, to help students...
I'm looking for a seasoned data scientist with a strong focus on machine learning. The main aim of the project is to utilize clustering techniques for customer segmentation, along with classification tasks and NLP (Natural Language Processing) methods. Key Responsibilities: - Implement machine learning techniques for customer segmentation - Use clustering methods to identify distinct customer groups - Apply classification techniques to categorize customer data - Incorporate NLP methods to analyze and interpret customer-related text data Ideal Skills and Experience: - Expertise in machine learning, particularly in clustering and classification - Proficiency in NLP - Strong understanding of customer segmentation techniques - Previous experience in implementing ma...
Looking for Linux admin* with strong expertise with Tanzu (VMWare) and Kubernetes (Clustering to manager Tanzu platform) support. Oversee the deployment, configuration, and maintenance of Linux systems and containers in both production and development settings. Linux system administration, installation, upgrades, and support for server applications. creation of scripts for routine work automation. Utilizing state configuration technologies like Terraform and other tools, deploy and maintain systems. To enhance and maintain program infrastructure, analyze the need for new technology and make necessary infrastructure improvements. daily analysis and assistance with server setups, general recurring maintenance, and troubleshooting operating systems and apps. Make relevant recommenda...
...experience in AI development and natural language processing. - Proficiency in understanding and working with the Cairo dialect of Egyptian Arabic. - Experience in creating scalable systems. - Previous work in developing customer service AI systems is highly desirable. Languages and Frameworks: Python: Commonly used for AI and machine learning development, and has robust libraries (like TensorFlow, Keras, or PyTorch) for building AI models. Natural Language Processing (NLP): Specifically for building language models that understand and respond in Egyptian Arabic. Look for skills with frameworks like spaCy or Hugging Face Transformers. Dialogflow (Google), Microsoft Azure AI, or Amazon Lex: These platforms provide pre-built conversational AI frameworks that can handle voice intera...
...experience in AI development and natural language processing. - Proficiency in understanding and working with the Cairo dialect of Egyptian Arabic. - Experience in creating scalable systems. - Previous work in developing customer service AI systems is highly desirable. Languages and Frameworks: Python: Commonly used for AI and machine learning development, and has robust libraries (like TensorFlow, Keras, or PyTorch) for building AI models. Natural Language Processing (NLP): Specifically for building language models that understand and respond in Egyptian Arabic. Look for skills with frameworks like spaCy or Hugging Face Transformers. Dialogflow (Google), Microsoft Azure AI, or Amazon Lex: These platforms provide pre-built conversational AI frameworks that can handle voice intera...
I'm seeking a seasoned finance/Machine Learning expert with academic credentials to refine my paper on crypto asset clustering. Key Requirements: - Proofread for grammar and style - Adjust technical content for publishability at major conferences Specific Areas of Focus: - Expert evaluation of data analysis and results - Enhancements to citations and phrasing Your proposal should include a paragraph demonstrating your knowledge of the abstract, as well as your edits to improve its publishability. The quality of your submission will determine the winner of this contest, and successful candidates willbe considered for larger projects in the future.
...Features: Visualizations of sales trends over time Comparison of sales performance by region and product Filtering options for deeper insights 2. Customer Segmentation Analysis Overview: Conducted a customer segmentation analysis to identify distinct groups within a customer base for targeted marketing. Tools Used: Python (Scikit-learn, Matplotlib), Power BI Key Features: Applied K-means clustering to segment customers based on purchasing behavior Created visual profiles for each segment in Power BI Provided actionable recommendations for targeted marketing strategies 3. Social Media Sentiment Analysis Overview: Analyzed sentiment from social media posts to gauge public opinion on a brand or product. Tools Used: Python (Beautiful Soup, NLTK), Power BI Key Features: Scraped...
I'm looking fo...The project should be structured with the entire setup in a single directory. This includes API routes and a chat example within the SvelteKit structure. - The function call flow should be as follows: 1. A user asks a question. 2. The API sends the request to OpenAI. 3. OpenAI invokes an internal function (e.g., get_data1 or get_data2). 4. The function runs and returns data to OpenAI, which continues its computation. 5. The final response is streamed back to the user. - The functions get_data1() and get_data2() should fetch static data. - The chat functionality should be able to handle basic text messages only. Tech Stack: - SvelteKit Deliverable: A working example of the above setup, clearly demonstrating the interaction and function calling...
...basic exploratory data analysis, present and comment key summary statistics, etc. DO NOT standarise the data and Choose the optimal number of customer segments/clusters using the Elbow Method, After having identified the optimal number of clusters, estimate the clusters using both K-means++ and Agglomerative Clustering. Provide tables presenting the cluster centers (all 7 variables) and customer counts for both clustering techniques. Interpret each of the identified clusters (for both clustering techniques) in terms of customer attributes, i.e. profile the clients in each cluster E.g. there may be a cluster of university educated females living in a mid-sized city. Provide some suggestions regarding marketing strategies and techniques that could be used to target cu...
Similar like this url: you need to be able to configure shin guards for football players - pick a background - add a picture - change the colors of the background It's for shin guards for football players also able to make payment main site will be shopify, not sure if this need to be linked or if this could also work seperately please show me similar work in order for me to have a configuration with you to see if you're qualified
I'm looking for an expert in time series predictions using LSTM (Long Short-Term Memory) to forecast future values based on multivariate data...level, precipitation datasets. I will provide all data. The data has also gaps within. This project primarily focuses on predicting future subsidence trends using historical data. Key aspects of the project: - Utilize LSTM for forecasting future values from the subsidence data - Experience with multivariate datasets is a must - matlab or Proficiency in Python and relevant libraries (TensorFlow, Keras, etc.) is crucial - Prior experience with time series predictions using LSTM will be highly regarded - Ability to interpret and visualize data insights Please include examples of previous relevant projects in your proposal. Looking forwar...
...highlight key trends. Customer Segmentation For the customer segmentation part, I’ll skip standardizing the data and instead focus on determining the optimal number of customer segments using the Elbow Method. Once I’ve identified the best number of clusters, I’ll apply both K-means++ and Agglomerative Clustering techniques to categorize the customers. This will involve presenting tables that show the cluster centers across all seven variables and the customer counts for each clustering method. I’ll also provide insights into what each cluster represents, profiling the typical customer in each group (e.g., a cluster of university-educated women in mid-sized cities). Additionally, I’ll compare the segments identified by both methods to see if...
I am looking for an expert in deep learning to create a custom AI model for my needs. The specific goals of the model, the dataset for training, and the preferred deep learning framework are all open to discussion and will be determined collaboratively. Ideal Skills And Experience: - Proficiency in deep learning - Experience with AI model development - Familiari...deep learning to create a custom AI model for my needs. The specific goals of the model, the dataset for training, and the preferred deep learning framework are all open to discussion and will be determined collaboratively. Ideal Skills And Experience: - Proficiency in deep learning - Experience with AI model development - Familiarity with various datasets - Expertise in TensorFlow, PyTorch, and Keras - Strong collaborat...
...need a data scientist who specializes in data clustering. The data to be clustered will primarily consist of IT metrics, events, logs, and traces. Key Responsibilities: - Perform data clustering, classification and predictive algorithms on IT metrics, events, logs, and traces - Use AWS Glue for data preparation and processing. Experience using Aws sagemaker, bedrock. - Expert in Python and R - Create synthetic data if necessary Ideal Skills: - Proficiency in classification, clustering, and prediction algorithms - Extensive experience with AWS managed services, particularly AWS Glue - Ability to generate and work with synthetic data - Strong background in data preparation and processing If you're a data scientist with a knack for clustering and a soli...
