Keras unsupervised clusteringlavori

SIamo una startup del mondo del calcio con esperienza internazionale (Amazon, Bloomberg, BCG, McKinsey). Al fine di individuare i segmenti target per l'app, stiamo partendo con una survey di 2000 respondents gestita tramite Qualtrics. Stiamo cercando un professionista con esperienza nelle analisi clustering delle ricerche di mercato che possa valutare la correttezza del questionario e che poi, dopo 7 giorni, effettui l'analisi quantitativa (clustering) che ci porti ad identificare i vari segmenti di utenza interessati all'app.

SIamo una startup del mondo del calcio con esperienza internazionale (Amazon, Bloomberg, BCG, McKinsey). Al fine di individuare i segmenti target per l'app, stiamo partendo con una survey di 2000 respondents gestita tramite Qualtrics. Stiamo cercando un professionista con esperienza nelle analisi clustering delle ricerche di mercato che possa valutare la correttezza del questionario e che poi, dopo 7 giorni, effettui l'analisi quantitativa (clustering) che ci porti ad identificare i vari segmenti di utenza interessati all'app.

Sono uno studente, ho bisogno di qualcuno che mi spieghi come funziona Pytorch da zero in chiamata su google meet e che mi aiuti a tradurre una rete neurale da keras a pytorch.

...momento sono Installate quasi tutte (tranne n. 2) su un infrastruttura VmWare. La Virtualizzazione con VmWare ce l’ho sia su un server che ho installato materialmente nel mio ufficio sia su un server dedicato che ho Affittato presso un Host. Il Mio Scopo Ultimo è quello di: Installare e Configurare un sistema di virtualizzazione usando il software Proxmox allo SCOPO di creare un sistema di Clustering e BackUp delle mie macchine virtuali (circa 10) Per Installare e Configurare Proxmox credo sia necessario diverse attività che avuto cura di specificare nel dettaglio nel documento che trovi in allegato al progetto. Per Favore leggi con cura i dettagli del progetto contenuto in allegato e fai una proposta solo se pensi di saper fare il lavoro con Professionalit...

...fare questo si sfrutta la quantizzazione del colore (riduzione drastica del numero di colori), e infine l'apprendimento neurale per far si che la rete apprenda da immagini pre-etichettate e sappia poi riconoscere le tre classi in un'immagine qualsiasi. Quello che accade a "basso livello" è: - Ogni immagine viene quantizzata (processo di riduzione drastica dei colori) attraverso l'algoritmo di clustering K-Means - Dopo aver quantizzato tutte le immagini presenti nel dataset, le immagini vengono ricostruite con soli 10 colori - Una volta finita questa fase, inizia la fase di apprendimento durante la quale si addestra mediante un training-set la rete neurale (usando come informazione l'istogramma del colore dell'immagine) - successiva...

L’algoritmo di clustering delle k-medie `e di partizionare n osservazioni in k clusters (gruppi), dove ogni osservazione appartiene al gruppo in cui cade la media piu` “vicina”. La “media” (detta centroide) serve come “prototipo” del gruppo. Il centroide che rappresenta una categoria viene in questo caso calcolato come la media degli oggetti del gruppo e ne costituisce il prototipo. In generale il problema `e NP-hard, ma la variante “euristica” di Lloyd dell’algoritmo k-medie `e una soluzione abbastanza buona ed efficace. Una limitazione dell’algoritmo k-medie `e che il parametro k deve essere specificato dall’utente in anticipo. Il vostro compito `e di construire una libreria Common Lisp ed una libreria Prolog ch...

I'm in need of a data scientist to help me with a data sourcing/clustering project, the data will consist of surface level details about all of the current modular training facilities in Europe and the UK. To summarize, there's a finite number of schools and I need a database created. The following information about each school will need to be obtained: - cost of training - duration of training - training facilities within the school - success rates The main goal of this project is to obtain a clear database providing details all of the modular pilot training facilities in Europe and the UK. Key Tasks: - Data sourcing: you will be responsible for sourcing data from flight schools - Data clustering: Utilize your expertise in data science to cluste...

We're seeking Python developers t...edit the generated LaTeX code if modifications are needed. They can then download the result as a docx, doc, or LaTeX file. Additionally, there should be a copy-to-clipboard icon for easy use. - An easy-to-understand UI will be appreciated. Key Skills: - Proficiency in Python programming language. - Experience with machine learning and deep learning frameworks such as TensorFlow, PyTorch, or Keras. - Strong understanding of computer vision techniques and OCR algorithms. - Web development skills using frameworks like Flask or Django or Streamlit. - Familiarity with image processing libraries such as OpenCV. - Excellent problem-solving and communication skills. If you have already worked on similar task. please attach work samples in your ...

...examples of similar work you have done in the past. #Machine Learning Algorithms# -Linear regression -Logistic regression -Decision tree -SVM algorithm -Naive Bayes algorithm -KNN algorithm -K-means -Random forest algorithm -Dimensionality reduction algorithms -Gradient boosting algorithm and AdaBoosting algorithm #Types of Machine Learning Algorithms# -Supervised Learning -Unsupervised Learning -Semi-supervised Learning -Reinforcement Learning I need totally 14 article. Each article must consist of 1500 words. Python should be preferred as the programming language. A minimum of two-three images should be used to support each article. Also each article should be a guide for people new to Machine Learning. You can find the datasets to be used for these...

I am seeking a skilled professional to improve my website's performance. While specifics are yet to be outlined, the key focus lies in enhancing the overall performance. An ideal candidate should have: - Proficiency in web performance best practices. - Extensive background in website optimization. - Excellent problem-solving skills. Being able to work unsupervised while identifying key areas for improvement is crucial. As details were not provided on whether speed, user flow, mobile optimization, or specific pages need more focus, I encourage freelancers with a broad set of skills in website performance enhancement to apply.

I'm in need of an expert in Machine Learning with a strong proficiency in Python. The successful candidate will be assisting me with various stages of my project. Key Tasks: - Data Preprocessing: You will be tasked with cleaning, transforming, and preparing the raw data for analysis. - Mo... - Prior experience with data preprocessing, model development, and model evaluation. - Excellent problem-solving and analytical skills. - Strong communication skills to effectively communicate complex concepts. - The ability to understand business objectives and translate them into technical requirements for ML models. - Familiarity with libraries and frameworks like TensorFlow, scikit-learn, Keras, etc. Please provide examples of previous work in the field of Machine Learning and Python...

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

...Please provide examples of similar work you have done in the past. #Machine Learning Algorithms# -Linear regression -Logistic regression -Decision tree -SVM algorithm -Naive Bayes algorithm -KNN algorithm -K-means -Random forest algorithm -Dimensionality reduction algorithms -Gradient boosting algorithm and AdaBoosting algorithm #Types of Machine Learning Algorithms# -Supervised Learning -Unsupervised Learning -Semi-supervised Learning -Reinforcement Learning I need totally 14 article. Each article must consist of 1500 words. Python should be preferred as the programming language. A minimum of two-three images should be used to support each article. Also each article should be a guide for people new to Machine Learning. You can find the datasets to be used for these article...

I'm seeking a freelancer to assist with the implementation of a small scale natural language processing (NLP) pretraining experiment. We want to experiment with pretraining SLMs on clustered data. Required skills: - Transformers and language models - MOE architecture, including upcycling from dense models - SLM pretraining, using commmon frameworks - large text dataset clustering - Huggingface Your task will be to guide and implement the chosen experiment professionally and effectively. I look forward to your bids.

...developer who is keen on completing and elevating an existing project to new levels of efficiency and user engagement. Your expertise will help us deliver a top-tier product to our clients! SKILLSET 1. **Advanced Programming Skills**: Proficiency in programming languages commonly used in AI development, such as Python, Java, or C++. Knowledge of frameworks and libraries like TensorFlow, PyTorch, or Keras can also be crucial for AI and machine learning implementations. 2. **Experience with Natural Language Processing (NLP)**: Since the application involves analyzing and processing resumes and cover letters, expertise in NLP is essential. This includes familiarity with text classification, sentiment analysis, and machine learning models that handle language data. 3. **Software...

I'm seeking a machine learning wizard, proficient in diverse tasks including Classification, Regression, and Clustering. Ideal Candidate: - Expert in Python programming. - Comprehensive experience with prominent machine learning libraries including Scikit-learn, TensorFlow, and PyTorch will be essential. This project will require the development and fine-tuning of diverse machine learning models, hence requiring considerable expertise in the same field. Your role will not only involve model creation but also optimization and performance evaluation. Your ability to handle complex multi-dimensional dataset will be integral in this project. Please only apply if you possess these capabilities and are prepared for a power-packed machine learning project.

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**Project Description:** Title: AI-Based Keyphrase Extraction Using BERT and Unsupervised Embedding Approach **Overview:** This project focuses on developing an AI-based keyphrase extraction system for scientific documents. It aims to address the challenge of extracting keyphrases from longer documents by leveraging advanced NLP techniques. The project utilizes the S20RC dataset and incorporates tools like GROBID for document preprocessing. **Objectives:** 1. Implement a keyphrase extraction system using BERT and unsupervised embedding approaches. 2. Utilize the S20RC dataset for training and evaluation. 3. Evaluate the system's performance using the F1 score metric. 4. Integrate GROBID for structured data extraction from PDF documents. 5. Develop a pi...

...Go to the notebook and obtain the dataset. 1.B Build an object detector. • using YOLO, and SSD. (need two separate notebooks) • Using the dataset, train, or fine-tune (a pre-trained model) to create an object detector. • Test on the test split of the dataset and report the results. • Show image examples of the detection performance. • Note, all platforms, i.e., mxnet, pytorch, tensorflow (and keras), have pre-trained models. You can use them, but you'll need to fine-tune and show your edits to obtain your own results. TASK 2 • Machine translation and seq2seq modeling • Build a seq2seq model for machine translation (English to French) • Using the example in , build your own model. • The notebook shows how to load the dataset. &...

...particularly Convolutional Neural Networks (CNN), and experience with popular frameworks like Tensorflow and Keras. The project will revolve around object detection using images as the primary data source. Key Requirements: - Object Detection: The primary goal of this project is to accurately detect objects in images. It is important that the model is able to identify objects of a specific size, so having experience in this area will be crucial. - Deep Learning Expertise: You should be well-versed in deep learning concepts, particularly CNNs. This will be essential in developing an effective object detection model. - Framework Proficiency: Experience working with frameworks like Tensorflow and Keras is a must. You should be able to leverage these tools to implement the ...

I have clustering deep model, I think it is not working properly.

...efficiency, and fuel emission are correct. I then need to apply Principal Component Analysis (PCA), Clustering, and Partial Least Squares (PLS) regression techniques to the data. Key Requirements: - Data Cleaning: Ensuring all values are in their correct form - Feature Selection: Focus on Car model, Engine size, Fuel efficiency, and fuel emission values - Principal Component Analysis (PCA): For dimensionality reduction - Clustering: To identify inherent patterns and groupings within the data - Partial Least Squares (PLS): For regression analysis Ideal Skills and Experience: - Strong proficiency in data cleaning and analysis - Previous experience with Principal Component Analysis, Clustering, and PLS - Expertise in working with large datasets - A background in the ...

...Forest 5. Gradient Boosting Machines (GBM) 6. K-Nearest Neighbors (KNN) 7. Naive Bayes 1. Linear Regression 2. Polynomial Regression 3. Ridge Regression 4. Lasso Regression 5. Elastic Net Regression 6. Support Vector Regression (SVR) 7. Decision Tree Regression 1. K-Means Clustering 2. Hierarchical Clustering 3. DBSCAN (Density-Based Spatial Clustering of Applications with Noise) 4. Mean Shift Clustering 5. Gaussian Mixture Models (GMM) 6. Agglomerative Clustering 7. OPTICS (Ordering Points To Identify the Clustering Structure) Looking forward to seeing your proposals!...

I'm seeking a skilled freelancer in Python programming with a deep understanding of machine learning algorithms. The main goal...machine learning algorithms. The main goal of this project is to create a machine learning model with Python that can be used for classification, regression, or clustering. It's important that the freelancer is able to provide explanations of the code and the underlying algorithms used. This is crucial as I'd like to understand the process and logic behind the model. Chat with me for full project details. Ideal skills and experience for this project include: - Proficiency in Python - Strong background in machine learning algorithms - Ability to clearly explain complex topics - Previous experience with classification, regression, and clus...

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I am seeking a proficient data scientist, well versed in Python, to develop an anomaly detection model for my project. The model should have the ability to: - Detect unusual behavior patterns - Identify potential failures ...requires a balance of critical thinking and technical skills to effectively identify system anomalies and potential issues. Your keen understanding of microservice observability data will be crucial in the success of this project. I have some ideas and reference papers on what techniques can work but we would like your expertise to filter, implement and build a usable model which is generic and unsupervised. Project Milestones: 1. Plan - 5% 2. Data cleanup (not much) & feature engineering - 20% 3. Model development - 50% 4. Test A - 70% 5. Test B - 85% 6....

I seek a solution-oriented software developer to create a specialized software for my Windows system, which can apply multiple prediction models to an Excel sheet. Key Functions: - Incorporating various prediction models: This includes not only regression, classification, and clustering models, but also decision trees, neural networks, random forests, and support vectors. Ideal Candidate: - Expertise in developing Windows compatible software - Strong understanding of data prediction models - Knowledgeable in Excel functionalities - Ability to integrate sophisticated prediction algorithms The final outcome should be a user-friendly software that enhances my productivity by allowing me to apply versatile prediction models to my data effortlessly.

...implement CNN model in such system: --- Whether to build a CNN model directly for error detection, or to build a CNN model that recognizes elements, therefore, error detection will be done by pre-programmed algorithms. --- Is a single-class CNN model or a multi-class CNN model works better in situations where CNN model must detect formatting errors in textual documents. Experiments must be done with Keras or TensorFlow or similar library. Data sets will be provided for training and for test after request....

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I'm in need of a deep learning expert to develop a safet...specific platform compatibility is required at this stage. The system's primary goal is to ensure the safety of workers by accurately identifying if they are wearing safety helmets or not. While there are no explicit freelancer prerequisites for past work and detailed project proposals, expertise in the following areas would enhance your application: - Deep learning frameworks (like TensorFlow, Keras, PyTorch, etc.) - Computer vision - Image and video processing Understanding of workplace safety protocols would be a plus. Your task will involve developing the algorithm and training it with data sets to ensure maximum accuracy and efficiency in the real-world environment. Please apply if you can uphold the objecti...

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

Your task involves application of k-Means clustering in Orange data mining software with the aim to segment and profile the churners in Customer Churn file. By applying the k-Means clustering you need to explore how many types of churners exist and what characterizes those types. More specifically, this assignment consists of two tasks:  Task a (Segmentation): Establish how many types of churners there are and the size of those types. This involves dividing the churners into segments.  Task b (Profiling): Profile and appropriately name the identified types of churners based on the values of their shared characteristics, i.e. variables. Your submission ought to include: 1. Orange workflow1 containing the k-Means clustering analysis of segments and profiles. 2. Summar...

I’m seeking a proficient developer with experience in open source model registration on Azure ML. The task involves using a multimodel RAG to provide API's, designing verification and validation for the model, as well as working with the front and backend development team. Key Requirements are: - Expertise in Azure ML and open source frameworks. While TensorFlow, PyTorch, and Keras are all options, preference will be given to freelancers who are versatile and can recommend the best approach based on their experience. - Past work. Please provide examples of previous projects involving Azure ML and API implementation, especially those which required collaboration with a larger development team. - Collaboration capabilities. Direct collaboration with the front and ba...

I require an expert in Asterisk and FreeSWITCH development, along with experienced system engineering skills. Specifically, I need help with: - Asterisk and FreeSWITCH development - Integrating VoIP - Setting up Call routing and IVR (Interactive Voice Response) - CTI - Skill group base call routing to agents. Apart from these, the implementation of Asterisk and FreeSWITCH clustering as well as Call Center Reporting is required. The technology stack should be Linux, PHP, MySQL along with postgresql and API knowledge. The freelancer should have considerable experience in these to meet the project's specific requirements.

I'm looking for a skilled AI developer, with a specific focus on machine learning. A well qualified candidate will be experienced in: - Implementing Unsupervised Learning systems - Specializing the machine learning model towards Anomaly detection An ability to navigate the complexities of AI and adeptly apply machine learning frameworks and libraries is important. Practical experience in applying Anomaly detection methods in Unsupervised Learning scenarios is crucial. If this describes you, I'd love to hear from you. Let's revolutionize my project together with your machine learning proficiency!

Freelancer Project Description: Im...ideal candidate should have extensive experience with Google's E-A-T guidelines and the production of AI-generated content. Key requirements: Immediate availability for project commencement. Demonstrated success in the furniture niche with a robust network. Expertise in white hat strategies to achieve rapid and sustainable results. Proficient in advanced SEO tactics such as internal link juice clustering. Ability to collaborate using project management tools like Jira to organize and track tasks. Capability to devise strategic SEO plans and establish strong link networks without relying solely on purchasing links. We are looking for a strategic partner who can seamlessly integrate with our existing team to drive tangible improvements in ou...

I'm looking for a face clustering solution that can group similar faces together in personal photo collections. Key Requirements: - The solution should be capable of processing a large number of images in a batch, not real-time. - The primary objective is to identify and group faces with similar features together. Ideal Skills: - Proficiency in machine learning and computer vision. - Previous experience in developing face clustering algorithms. - Ability to handle large-scale image processing. If you have a solid track record in this field and can deliver an accurate, efficient, and scalable solution, I'd love to hear from you.

I'm looking to develop a real-time Arabic Sign Lan...educational resource, specifically to cater to the needs of the general public. - **Deployment Platform:** The final model will not be deployed on any specific platform but will be available for training and inference in a .ipynb notebook. Ideal Freelancer: - Proficient in Python and MediaPipe for real-time hand tracking - Experience in developing machine learning models, especially in TensorFlow/Keras for the .ipynb and .h5 formats. - Familiarity with sign language, particularly Arabic sign language, would be advantageous. - A background in educational technology or experience in creating educational resources is a plus. Please make sure to include any related experience, projects, or research that you think would be relev...

...an specific custom ai tool for single user/propt private usage,give turbo organic internet traffic on my same as AdWords work .before post this project.I already serach about 'build ai custom model 'and I found many platform allow to build dataset/host/run custom model free of cost ,like tensorflow/pytorch/colab/teachable machine /diagflow/streamlit/kaggle/clarifai/python anywhere/keras etc,I can't build because i haven't knowledge of programming,don't make me I have analytic account and several AI tool available for found where traffic come on organic internet traffic generator ai tool.i like appreciate if anyone responded is fixed because no need to buy any types of online is available free of cost .the feature of my private ai

...enhance efficiency, and provide a competitive edge to our clients. Data Analysis and Visualization: Harness the power of Python libraries such as Pandas, NumPy, and Matplotlib to perform in-depth data analysis, extract actionable insights, and visualize complex data sets effectively. Machine Learning Solutions: Develop machine learning models and algorithms using Python frameworks like TensorFlow, Keras, and Scikit-learn to enable predictive analytics, pattern recognition, and automated decision-making. Web Development: Create dynamic and responsive web applications using Python-based frameworks such as Django and Flask, ensuring scalability, security, and a seamless user experience. Integration and Automation: Integrate disparate systems, automate repetitive tasks, and streamlin...

I am looking to develop a machine learning algorithm for an e-commerce-t...hats. Data Sourcing: * I will rely on your expertise to guide the process of finding an appropriate dataset. This will be our starting point, so experience in sourcing and analyzing datasets is critical. Algorithm Development: * After the data is collected, an unsupervised learning approach should be adopted to build the algorithm. This will involve determining the structure of our data and looking for those hidden patterns that will drive our marketing strategy. Important Skills and Experience: * Machine Learning (Unsupervised Learning) * Data sourcing and Analysis * E-commerce industry knowledge If you’re confident in these processes and have previous experience, don’t hesitate to bi...

...existing CNN-based breast cancer detection code to include the VGG16 model. This will involve: - Complete refactoring of the code. - Implementation in Python using both TensorFlow and Keras. - Creating detailed comments to provide robust explanation and understanding of the code. Max Budget--> 2500 Min Requirement --> An equivalent implementation using any of VGG16 or VGG19. Link of the Project : The ideal candidate for this job would possess extensive experience in Neural Networks especially in VGG models, Python, TensorFlow, and Keras. Understanding of breast cancer detection methods would also be beneficial. I'm seeking a professional who can provide quality assurance, and ensure the refurbished code remains

Objective: We are seeking an individual or company skilled in neural networks and Keras to develop a predictive model. This model will forecast the occurrence of a phenomenon based on historical data. Requirements: Data Acquisition: Historical data required for training the model will be fetched via an API from our comprehensive database, which is updated multiple times weekly. Data Processing: All retrieved data will be processed to facilitate effective model training. This includes Exploratory Data Analysis (EDA) to identify impactful data, outlier detection for data quality, and feature engineering to determine the final model inputs. Model Development: Train two types of models using Deep Neural Network (DNN) and Long Short-Term Memory (LSTM) architectures: A classification mo...

I am seeking a developer to create an algorithm that can make a single prediction based on data from existing datasets. I have looked at the available choices and decided that numbers will be the best form of data to have inputted into my algorithm. The goal of this algorithm is for it to make a single prediction, rather than statistical clustering or a range of predictions. The inputs available to the algorithm will be data from existing datasets. This algorithm needs to be powerful, accurate, and efficient while making reasonable predictions. The ideal developer will be skilled in utilizing machine learning, deep learning with neutral network and artificial intelligence, and other related technologies to help create the best possible algorithm.

I am seeking a developer to create an algorithm that can make a single prediction based on data from existing datasets. I have looked at the available choices and decided that numbers will be the best form of data to have inputted into my algorithm. The goal of this algorithm is for it to make a single prediction, rather than statistical clustering or a range of predictions. The inputs available to the algorithm will be data from existing datasets. This algorithm needs to be powerful, accurate, and efficient while making reasonable predictions. The ideal developer will be skilled in utilizing machine learning, deep learning with neutral network and artificial intelligence, and other related technologies to help create the best possible algorithm.

Hello, I'm in need of a creative designer who can expertly craft two separate logos for upcoming programs within my company, 'Organize'. These logos must tie into our existing company logo, and be representative of the unique nature of each individual program. Key Responsibilities: * Conceive and create two modern, minimalist logos * Ens...create two modern, minimalist logos * Ensure the designs harmonely link with our current brand image and company logo * Generate initial concept ideas independently Ideal candidate has the following skills: * Proven experience in modern and minimalist design * Strong portfolio highlighting their ability to create logos that align with existing brand identity * Ability to work unsupervised and bring unique cr...