Data scaling and normalization in machine learningεργασίες

Έχω φτιάξει ένα μοντέλο deep learning με transfer learning για sound event prediction. Έχω θέμα με το να το ενσωματώσω στο raspberry και να μου βγάζει προβλέψεις κάθε δευτερόλεπτο.

I create an experiment on a coffee machine in which I want to control with many options on a display the extraction ever stops and how much water is running in phase. I am technically complete, I want to adapt this code to a board, my machine will work. With the scenario I give 90% is OK it definitely has many errors and many gaps, I want you to identify me and suggest me which arduino board or something else economical and which spare parts I will need further, such as screen. I can send you here an attachment where I show a simulation and a script How I want it to work. Δημιουργώ ένα πείραμα πάνω σε μι&al...

Θα ήθελα τη δημιουργία λογοτύπου για κέντρο διά βίου μάθησης με το όνομα Lifeacademy. Το website είναι υπό κατασκευή αυτή τη στιγμή Το νόημα του ονόματος είναι το lifelong learning. Όλα τα σε&...

I need to hire someone for a project regarding online marketing and promotion of eLearning courses that are hosted in a Learning Management System. Ενδιαφέρομαι για την προσληψη ενός συεργάτη προκειμένου να αναλάβει ένα project που αφορά το online marketing and promotion eLearning μαθημάτων που υπάρχουν σε μ&i...

The deliverable needs to be in Greek therefore the following is in Greek. Η εταιρεία μας είναι συμβουλευτική στο χώρο της εφοδιαστικής αλυσίδας. Θέλουμε να διερευνήσουμε αν μπορείτε να αναπτύξετε για εμά&sigmaf...

...διαθέσιμος , και δεν μπορώ να προσθέσω ένα νέο πρωτόκολλο επικοινωνίας . 2. Έχω αγοράσει ένα δεύτερο σύστημα , και τον έχω τοποθετήσει σε έναν (virtual machine στον ίδιο server που έχ&o...

...διαθέσιμος , και δεν μπορώ να προσθέσω ένα νέο πρωτόκολλο επικοινωνίας . 2. Έχω αγοράσει ένα δεύτερο σύστημα , και τον έχω τοποθετήσει σε έναν (virtual machine στον ίδιο server που έχ&o...

..., και δεν μπορώ να προσθέσω ένα νέο πρωτόκολλο επικοινωνίας . 2. Έχω αγοράσει ένα δεύτερο σύστημα , και τον έχω τοποθετήσει σε έναν (virtual machine στον ίδιο server που έχω ) με την νέα version &ta...

1. Κατεβάστε 5 σύνολα δεδομένων clustering από το UCI machine learning repository (). Για καθένα από αυτά: a. Τρέξτε τον αλγόριθμο k-means με διαφορετικό αριθμό clusters, περιλαμβανόμενου και του σωστού τους πλή&t...

Ένα voice modem θα είναι συνδεδεμένο σε ένα PC. Όταν καλώ μια συγκεκριμένη τηλεφωνική γραμμή πάνω στην οποία είναι το voice modem, μέσω του κώδικα που θα αναπτυχθεί, θα απαντάται η κλήση μ&ep...

I am a project manager for a software company responsible for designing and engineering slot machines. We are launching a new family of games and we are looking for a sound designer to remake and engineer sound for this new family.

I need help annotating conversation audios. This work is crucial for generating machine learning training data. Your tasks will include: - Speaker identification - Sentiment analysis - Semantic tagging - Punctuation correction - Noise Labelling Please note, this project does not require transcription work. Ideal skills: - Fluent in Uzbek - Experience with audio annotation for machine learning - Good understanding of sentiment analysis and semantic tagging - Attention to detail for punctuation correction and noise labelling Looking forward to your bids.

I'm looking for a freelancer who can create a small aluminum print (up to 6 inches) from an STL file I already have. The print will need to be created using a CNC machine or router. The level of detail required for this project is basic and there will be no need for any post-processing on the aluminum print.

...transactions for businesses engaged in global trade. The platform will leverage advanced technologies to provide seamless solutions for managing operations, automating compliance, and facilitating secure exchanges. We are looking for skilled developers to create the core infrastructure and develop essential features to simplify global business transactions. We're looking for skilled developers to help us create the core infrastructure of the platform and develop key features to make international trade easier, faster, and more secure. Key Features: AI-Powered Tools: Machine learning algorithms to optimize logistics, predict market trends, and provide actionable data-driven insights for importers and exporters....

We have a room measuring 24 feet in length and 14 feet in breadth, which we want to transform into a state-of-the-art robotics lab. The room currently has four wall-mounted racks, each 4 feet by 4 feet, with two racks on either side of the 24-foot walls. The lab must accommodate 40 students and include 20 computers, with two students sharing each computer. The layout should include a designated corner for the teacher, featuring a custom-designed table and a computer for the teacher's use. Additionally, there must be a smart board installed for instructional demonstrations. All hardware components should be neatly organized within the existing racks, but additional racks can be added if necessary. The entrance door is located in the middle of...

...skilled and experienced team of AI experts to develop and integrate advanced AI functionalities into our Electronic Health Record (EHR) SaaS system and mobile applications (Android and iOS). Our goal is to leverage AI to enhance patient care, streamline healthcare operations, and improve overall user experience. **Project Scope:** 1. **AI Integration for EHR SaaS System:** - Develop AI-driven features such as predictive analytics, clinical decision support, natural language processing (NLP) for medical documentation, and automated data entry. - Implement AI algorithms for real-time disease tracking, patient risk assessment, and personalized treatment recommendations. - Enhance data security and compliance w...

...for Distance PhD Programs Focus on the regions: Europe, Australia, and North America. Program duration: Between 18 to 24 months. Ensure the programs fit within disciplines outlined (e.g., Management, Economics, Developmental Studies, etc.). Prioritize universities with tuition fees not exceeding 10,000 USD/year. Confirm the mode of study is flexible (distance/online learning) and suitable for international students. Search for Scholarships Look for scholarships that support these specific PhD programs. Include scholarships that are region-specific, discipline-specific, or university-specific. Note any eligibility criteria and deadlines. Compile Information into Excel File Use the following columns/fields to structure the data: ID Number: Unique iden...

...using YOLO, TensorFlow, and Android Studio, which will be accessible via a link so it can be opened on a mobile phone. The application is designed to detect 5 custom datasets and provide output in the form of audio (Text to speech), such as "There's a car ahead," "There's a motorcycle ahead," and so on. Key Responsibilities: - Utilizing YOLO for detecting several categories of objects in a pre-provided dataset. The dataset includes: - People - Cars - Motorcycles - A building - Traffic signs Ideal Candidate: - Proficient in Machine Learning and YOLO - Experienced in object detection - Capable of delivering high-quality work under time constraints - Good communication skill...

I'm migrating from Elasticsearch 6 to 8 and integrating Hugging Face for Arabic data processing. I'm facing issues where the Hugging Face library fails to recognize some Arabic vocabulary. I need an expert who can guide me through this migration, with a focus on resolving these vocabulary recognition issues. Key areas of focus: - Guidance on migration process from Elasticsearch 6 to 8 - Assistance with the integration and setup of Hugging Face - Expert advice on tackling Arabic vocabulary issues Ideal skills and experience: - Strong background in Elasticsearch - Experience with Hugging Face - Proficiency in Arabic language processing - Excellent problem solving skills - Prior experience with troubleshooting in machine l...

Need assistance reprograming a machine with an Ecolab chemical dispenser. Just need assistance with setting the formulas for the laundry equipment using the EL6 Win configurator for bandtech sp65

...teachers and give demo of Get 10 percent of sales and other referal income. At home , Flexible time, Calling, or marketing on social media to generate leads I'm seeking an experienced salesperson for cold calls and demo sessions for our cutting-edge education software, targeting online learning platforms. Key Features to Highlight: - User-friendly interface: This software is designed with usability in mind, ensuring accessibility for all users. - Interactive content delivery: Showcase how the software facilitates engaging, interactive learning experiences. - Analytics and reporting capabilities: Demonstrate the software's ability to track progress and deliver comprehensive reports. - AI: Highlight the software's...

I need a skilled photo editor to remove a drink machine from the background of a photo. The photo is set in an indoor environment. Ideal Skills: - Proficient in photo editing software - Attention to detail - Able to maintain the natural look of the photo post-editing.

I'm seeking a skilled professional to enhance the RAG model to process uploaded files more effectively, with a focus on organizational specificity. Key Requirements: - The model should be able to handle and process all file types, including text files, PDFs, and CSVs. - The interaction with the files should be improved to ensure efficient processing. - The model should keep versions of the files instead of overwriting or appending data. Ideal Skills: - Proficiency in machine learning and model enhancement. - Experience with RAG models. - Familiarity with various file types and their processing.

I need a skilled Machine Learning expert to help train a Convolutional Neural Network (CNN) model for classifying breast cancer images using the CBIS-DDSM, MIAS, and INbreast datasets. The goal is to achieve high performance metrics, specifically aiming for: - Accuracy: Up to 95% - Recall/Sensitivity: Up to 95% - Specificity: Up to 95% - Precision - F1 Score The project needs to be implemented in Python, using GPU Tensorflow on a native Windows local environment. Familiarity with the Tensorflow installation process for Windows is a plus. Please note that data preparation has not yet started, so experience in data pre-processing and augmentation is essential.

I'm seeking a skilled AI expert to help create intelligent automation agents that can enha...to develop comprehensive workflow automation solutions that can streamline our business processes and extract meaningful insights from a variety of data sources. Ideal Skills and Experience: - Proficient in AI and machine learning - Experienced in developing automation agents - Understanding of comprehensive workflow automation - Capable of handling diverse data sources Key Project Components: - Developing AI-driven solutions for automating critical business operations - Creating intelligent systems that can analyze and interpret data - Delivering projects that enhance operational efficiency and effectiveness...

...developer to create a comprehensive and professional website for KHROCHET, a growing crochet business. This website will serve as the central platform to feature our crochet patterns, merchandise, integrate with existing social media accounts, and host automated blog posts. The focus will be on user-friendly design, e-commerce capabilities, and seasonal content, particularly a page dedicated to yearly holidays. Objectives: To design and develop a visually appealing and navigable website that reflects KHROCHET’s brand ethos. To integrate the site seamlessly with our social media platforms like Instagram and Pinterest. To incorporate an automated blog system that supports scheduled posting. To develop an efficient online store to handle th...

I am looking for an experienced tutor who can prepare teaching materials in French for a language school. Teaching materials to consist of slides for every lesson: 1. Levels: A1, A2, B1, B2 2. Teaching topics: a. vocabulary b. grammar c. life situations 3. Each topic: 12 lessons 4. Materials should be in the form of PPTX / PDF 5. Total number of lessons to be prepared: 4 levels x 12 lessons x 3 teaching topics = 144 lessons. If you have any questions or suggestions, please contact me. Ideal Skills and Experience: - Fluent in French - Experience in teaching French to non-native speakers - Knowledgeable in grammar and vocabulary - Ability to create engaging reading and writing exercises Copyright transfer agreement required. ...

...CBIS-DDSM, MIAS, and INbreast datasets to train the model and evaluating its performance based on specific metrics. Key Responsibilities: - Build a CNN model for breast cancer detection. - Use normalization, data augmentation, and resizing as preprocessing steps. - Implement the model using VGG16 and ResNet50 architectures. - Split the data 80% for training and 20% for testing. Performance Goals: - Achieve an accuracy of up to 95%. - Achieve a recall/sensitivity of up to 95%. - Achieve a specificity of up to 95%. - Evaluate precision and F1 Score. Technical Requirements: - Implement the project using Python with GPU Tensorflow on a native-Windows local environment lab. - Familiarity with Tensorflow installation on Windows...

I'm seeking a skilled animator to create an engaging 2D explainer video aimed at adult and teenagers. The animation should be suitable for an educational context, conveying complex concepts in an accessible and appealing way.I need an 5 minutes video for max 30€ Key Requirements: - Expertise in 2D animation - Experience creating educational content - Ability to simplify complex ideas - Understanding of adult learning principles - Strong storytelling and visual communication skills Please share relevant samples of your work in your bid. Thank you!

We are looking for a Data Scientist with expertise in AI and Machine Learning to develop a time series forecasting model. The project involves analyzing historical sales data using AWS and Snowflake. The ideal candidate should have strong skills in Python, machine learning, and predictive analytics. This is a short task estimated to take 1-2 hours. Please apply with your relevant experience and availability!

The integration of artificial intelligence (AI) into business models has become a transformative strategy, enabling organizations to enhance efficiency, optimize decision-making, and gain a competitive edge. This study explores the development and implementation of an AI-driven business model tailored to address dynamic market demands and operational challenges. The proposed model combines machine learning algorithms, data analytics, and predictive modeling to streamline processes, enhance customer engagement, and maximize profitability.

The integration of artificial intelligence (AI) into business models has become a transformative strategy, enabling organizations to enhance efficiency, optimize decision-making, and gain a competitive edge. This study explores the development and implementation of an AI-driven business model tailored to address dynamic market demands and operational challenges. The proposed model combines machine learning algorithms, data analytics, and predictive modeling to streamline processes, enhance customer engagement, and maximize profitability.

...designer who can create a sleek and modern design for a comprehensive language exam and course preparation platform. Key aspects of this project include: - Supporting multiple languages (English, Spanish, French, German) - Offering sections for reading, writing, speaking, listening, and grammar - Catering to a diverse target audience of students, teachers, language learners, and language schools The ideal candidate should have: - Extensive experience in UI/UX design for educational platforms - Proficiency in creating multi-language interfaces - Understanding of the different needs and preferences of students, teachers, language learners, and language schools - A keen eye for modern and engaging design aesthetics - Stron...

...classic in style. It should effectively support brand recognition, so it will be used primarily for that purpose. The logo will need to be a combination of text and a symbol or icon. I've pasted detailed explanations from Deep Seek AI below: Here’s a refined explanation of **Delta Emergency’s logo** incorporating the actual elements you’ve described (gold color, EMS Star of Life, lightning bolt, and heart). This breakdown will help the freelance designer grasp the depth and intentionality behind each component, tying them to your company’s mission and values: ### **1. Gold Color Palette** - **Symbolism**: - **Excellence & Reliability**: Gold represents high standards, trust, and enduring value, ref...

I'm looking for a skilled data scientist and machine learning engineer to integrate a sophisticated ML model into my Android mobile application. This model will primarily be used for image recognition, specifically to identify NSFW content. Key Responsibilities: - Develop and implement a machine learning model for image recognition. - Ensure the model can effectively identify NSFW content. - Integrate the model into an Android mobile application. Ideal Skills: - Extensive experience in machine learning and data science. - Proven track record of developing image recognition models. - Proficiency in Android app development. Please submit your proposal if you have the relevant experience and...

...experienced and results-driven Facebook and Instagram Ads Specialist to create, manage, and optimize ad campaigns. The ideal candidate has a proven track record of delivering successful campaigns, understands audience targeting, and is skilled in performance analysis to maximize ROI. Responsibilities: Create and manage Facebook and Instagram advertising campaigns aligned with our marketing goals. Develop and refine audience targeting strategies based on [demographics, interests, behavior, etc.]. Design engaging and on-brand ad creatives (in collaboration with our design team, if needed). Monitor campaign performance and implement optimizations to improve results. Perform A/B testing on ads to identify high-per...

I'm looking for a logo for our innovative, premium home dishwasher machine, the King Dishwasher. This machine stands out with its modern design, digital UI, and AI features. The logo should reflect its unique, delightful, and high-end appeal. Ideal Skills and Experience: - Graphic Design - Logo Design - Brand Development Ultimately, I'm open to your creative input for the design, so if you have your own suggestions or ideas, I would love to hear them.

Machine Learning Generative Models Question 1 - Generative models In the following exercise, you will deal with a generative learning problem, precisely, VAE and GAN. You should write your training code and meet the following constraints. In this exercise, you will create a generative model: choose VAE or GAN implement and train your model: The decoder/generator should get as input a vector from the latent space and produce an image. For convolutions that upscale the input’s spatial size (for the decoder/generator), use . Output visualization: Generate images from your model and visualize its latent spaces. You can compare different architectures for this purpose (e.g., low/high dimension of the latent spaces, ...

I'm in need of a freelancer with a strong mechanical background who can research and compile a detailed product catalog for various machines. The machines include, but are not limited to: - Mechanical Power Press - Mechanical Shearing - Hydraulic Shearing - Pneumatic Shearing - Pneumatic Power Press - Shearing Cutter Machines - Sheet Bending Press Break Machine - Lathe Machines - Trop Machine - Milling Machine - CNC Lathe - VMC - Press Break - Drilling Machines The catalog should include detailed technical specifications for each machine, specifically covering their performance and capabilities as well as maintenance and operational details. The final deliverable should be a well-organized PDF document. Key Requirements: - Re...

I'm looking for an experienced Linux administrator who can build a web ser...Linux administrator who can build a web server for an IT school project. The ideal candidate should be able to handle: - Server Setup: Build a robust and efficient web server. - User Management: Set up necessary user accounts and permissions. - System Security: Ensure the server is secure and up-to-date. A key part of this project is to create detailed documentation throughout the server build process. This will help to facilitate understanding and learning for the IT school students. Skills and Experience Required: - Extensive experience with Linux server administration - Proficiency in web server setup and configuration - Strong knowledge in...

I am seeking a skilled Italian tutor to help me improve my language proficiency. The ideal candidate should have a strong background in teaching Italian, be patient, and possess excellent communication skills. The tutoring sessions will focus on conversational skills, grammar, and vocabulary building. If you have experience in teaching Italian to non-native speakers and can tailor lessons to meet individual learning needs, please apply. Let's embark on this language learning journey together!

I'm seeking Python experts to transform English descriptions into Python scripts targeting Machine Learning models. Your primary focus will be on classification tasks using TensorFlow. Precision and a strong grasp of Python are essential, as is a commitment to pushing the boundaries of Machine Learning. Key Responsibilities: - Convert English into Python scripts - Focusing on classification tasks - Utilizing TensorFlow predominantly Ideal Skills: - Exceptional Python programming skills - Strong attention to detail - Proficiency in English - Experience with TensorFlow - Background in creating ML scripts Please apply at A CV or profile showcasing your skills is required.

I'm seeking a meticulous freelancer to help me input mixed data (text and numerical) from paper documents into a single Excel worksheet. Ideal Skills: - Proficient in Excel - Excellent attention to detail - Experience in data entry from paper documents - Able to handle mixed data (text and numerical) - Familiarity with OCR software to convert printed or handwritten text into machine-readable data. - Expert in verifying data entries for accuracy and completeness. - Proficiency in organizing and managing files to ensure data is easily accessible. - Basic mathematical skills to handle numerical data accurately. - Ability to handle sensitive information with a high level of con...

I'm looking for a professional who can both convert plant images from RGB to HSI and analyze them using machine learning. The image analysis will involve tasks such as classification, segmentation, and object detection. Key Requirements: - Expertise in image processing and machine learning - Experience with plant images is a plus - Proficient in converting images from RGB to HSI - Skilled in implementing machine learning tasks for image analysis The ideal candidate will have a robust understanding of both image conversion and machine learning techniques. They will be able to provide insightful analysis on the plant images.

Experienced and versatile Full-Stack Developer with expertise in modern web technologies, backend development, and AI-driven solutions. Proficient in building scalable applications using React, , , and Node.js, combined with the power of TypeScript and TailwindCSS for efficient, maintainable front-end design. Possesses advanced skills in Python, Django, and Data Management, enabling seamless integration of back-end systems and databases. With experience in Machine Learning (ML) and Natural Language Processing (NLP), delivers intelligent, data-driven solutions tailored to business needs. A Blockchain enthusiast with hands-on expertise in developing decentralized applications ...

...professional with expertise in machine learning and image analysis to assist me in classifying textures in digital photos. The project primarily revolves around: - Image Classification: The main task at hand is to develop an algorithm that can efficiently classify different textures present within the digital photos. - RGB to HSI Conversion: A specific requirement for this project is the conversion of RGB images to HSI (Hue, Saturation, Intensity) format. This is crucial for the texture classification process. - Feature Extraction: Utilizing machine learning techniques to extract relevant features from the images will be key in improving classification accuracy. Ideal candidates for this project should have: - A solid bac...

Are you passionate about AI and SQL? Join us as a SQL Annotator! We're seeking talented annotators with a strong grasp of SQL, an eye for detail, and a drive to enhance Machine Learning. Knowledge of Semantic models is a plus. Your role involves refining Semantic models and crafting SQL queries to tackle complex data challenges. Fluency in English is essential. Apply now and demonstrate your skills: CV/profile required.

I require assistance with modifying banners on my WordPress site and some parts of the attorneys section. Please review the attached files for details. My budget for this task is $10. Key Tasks: - Change WordPress site banners as per attached files - Edit parts of the attorneys section - If unable to edit, provide a demonstration so I can do it myself Ideal Skills: - Proficiency in WordPress - Experience with website banner editing - Good communication skills for teaching Tools: - Anydesk for real-time assistance Please note, I am open to learning but would prefer a more hands-on approach where you demonstrate the changes to me.

I need a simple CI/CD pipeline for my Laravel application. The code is hosted on GitHub and the application needs to be deployed on AWS. Key tasks for the CI/CD pipeline: - Handle database migrations during deployment Additional Feature - Make use of Secret Manager to produce .env - Create the Database instance that the app will use - Create Auto Scaling group Ideal skills include: - Proficiency in AWS - Familiarity with Laravel(PHP) - Experience with GitHub Actions - Understanding of CI/CD principles and practices

...backend or front end devloper to fulfil my requirents for e-learning website. Currently i am using tutor lms pro plugin. I need some design, backend customization and the details will be given below. Job Role:- 1) All of our course will be paid but in our gigs/course, if someone checkout, we will give a dummy checkout page (Need customization) 2) To access all of our paid course, we will create a hidden private sign up link/ If someone sign up with thos link they will get access all of our courses for free 3) Easily create 100's of review by myself 4) Other people if put review then it will not publish until admin approved 5) Next thing you need to embed video as well in the course section with my video hosting platform and add title as well...