Pytorch vs matlabJobb
Jag söker dig med goda matematikkunskaper för ett miniprojekt. Obligatoriska kunskaper: Komplexa tal. Begreppet analytisk funktion. Elementära funktioner. Komplexa kurvintegraler. Cauchys integralsats och -formel. Taylor- och Laurent-serier. Residykalkyl. Argumentprincipen. Möbius-avbildningar. Du bör ha grundläggande kunskaper i MS word och i tex Matlab.
Behöver hjälp att skriva ett antal artiklar enligt nedanstående uppdragsbeskrivning. Hör av er om ni har några ytterligare frågor. Skriva 40 artiklar om mobiler, mobiltelefoni etc. • 350-400 ord per a...28. Mobiltelefoner för äldre och/eller hörselskadade 29. Vad ska man tänka på när man väljer kontantkort 30. Vad ska man tänka på när man väljer mobilabonnemang 31. Vilken mobiloperatör är billigast i Sverige 32. Vilken mobiloperatör är störst i Sverige 33. Android eller iPhone 34. Hur många gb surf går det åt för olika saker 35. Vad är skillnaden mellan 3G, 4g och 5G 36. Mobilt bredband vs fast bredband 37. 10 bra appar f&ou...
I need an AI developer who's proficient in machine learning, particularly in the context of speech recognition. Key Points: - DEVELOP THE APP THAT GIVES FEEDBACK ON MISTAKES IN SPEECH. - DEV ELOP THE LEARNING APPROACH - EDUCATE AI TO TEACH STUDENTS Ideal Skills: - Strong backgrou...Points: - DEVELOP THE APP THAT GIVES FEEDBACK ON MISTAKES IN SPEECH. - DEV ELOP THE LEARNING APPROACH - EDUCATE AI TO TEACH STUDENTS Ideal Skills: - Strong background in AI and machine learning, with a specific focus on speech recognition. - Experience in developing and deploying machine learning models. - Familiarity with tools and libraries commonly used in this field, such as TensorFlow or PyTorch. - Past projects or experience related to speech recognition software development would be a...
...can login(or register) and make quizzes from a variety of domains. You can choose the domain for the questions. After the quiz is finished the user will receive a score. Structure (minimum requirements): Register page: a form with the necessary data Login page: a form with login details Quiz page: the quiz area (you can use cards) contact form On all pages: the user can change the theme: dark vs light the user can change the language: en or ro it will be responsive at least on mobile. Recommendation: Data should come via an api call Nice to have: Use Angular To choose the difficulty of the questions: easy, medium, hard To keep the history of the scores Admin functionality: to add more questions Compare the user score with others. E.g. From 10 quizzes taken your score is ...
...CV and also be able to download it. admin area This page is protected by a login From here I can add multiple languages and add translation for each language From here I can also change the text that is displayed on the page Structure for page (minimum requirements): Page: header biography portfolio contact form footer At least 3 different animations are used The user can change the theme: dark vs light The user can change the language: at least en and ro It will be responsive at least on mobile. Recommendation: Text that will be translated based on language should come via an api call Nice to have: Use Angular Allow admins to create dynamic content: Use a text area to capture the html text on the admin area Use that html and injected in the page. E.g. below the portfoli...
...freelancer who has expertise in utilizing MATLAB R2021a for complex Image Processing tasks. As my requirements are quite specific, it is crucial that the preferred candidate has in-depth knowledge of this software and can make the most of its advanced features. Key Responsibilities: - Conduct comprehensive Image Processing tasks - Utilize MATLAB R2021a to its full potential Ideal Skills and Experience: - Profound understanding of MATLAB R2021a - Significant experience in Image Processing - High problem-solving skills using MATLAB Given the specificity and technical nature of this job, candidates who can showcase samples of their previous work with MATLAB, specifically in Image Processing, will be prioritized. This is an opportunity for seaso...
I'm in need of an expert who can help me address a GPU compatibility issue I'm experiencing with TensorFlow and PyTorch. Despite having installed the latest drivers for my NVIDIA GeForce GTX 3060, I'm still facing issues with these frameworks. Key Responsibilities: - Diagnose the root cause of the incompatibility - Implement a solution that allows seamless use of TensorFlow and PyTorch on my Windows 10 system with the NVIDIA GPU Ideal Skills and Experience: - Proficiency in TensorFlow, PyTorch, and GPU utilization - Strong understanding of Windows 10 environment - Previous experience in resolving compatibility issues with these frameworks
I have a dataset of images and I'm looking for someone experienced in U-Net algorithm. Project description: - Write PyTorch U-Net training model on top of provided base code (, , , ). - Train the model until achieving a validation dice score of min. 0.875. - Deliver source code and trained model until Wednesday 10 pm (Vietnam time zone).
...tuning methods is required. Previous experience with PI tuning is beneficial. Currently, MATLAB/Simulink is being used for modeling and system simulation, hence proficiency in it is crucial. Ideally, the candidate will have extensive experience using MATLAB for complex motor control simulations. However, I haven't defined the specific tuning methods to be used which leaves room for a range of strategies. The right candidate may suggest an efficient solution based on their past experience and knowledge. Overall, I am looking for someone to impart a level of dynamism and precision to the motor control that it currently lacks, by better tuning the PI controllers. Skills required: - Proficiency in MATLAB/Simulink - Solid grasp of field oriented control - Exper...
I am looking for an expert with solid experience in Fiel...looking for an expert with solid experience in Field Oriented Control (FOC) of Permanent Magnet Synchronous Motors (PMSM) who can help tune my PI controllers for more precise speed control. Here are the specifics: - I have an established model using MATLAB/Simulink, and the PI controllers are already implemented. - The key outcome I want is to enhance the accuracy of the speed response. The ideal candidate will have: - Extensive knowledge and experience with PMSM and FOC. - Proven background in tuning PI controllers. - Strong proficiency in MATLAB/Simulink. Your task will involve analyzing the existing model, suggesting enhancements for the PI controllers, and implementing these changes to achieve a more precis...
I need a Blender expert to import the Textures I downloaded from my Turbo Squid account for the product (please see what i currently have vs what It should look like). I've had a play around myself with nodes etc, but I'm relatively new to the software and haven't had much success bar the buttons in the middle. I have all the textures as a .tif, I just need them importing and correctly set up so they look the same when rendered.
I'm looking for an expert to help configure my Cyclecloud HPC cluster. This is a specific project with the following requirements: - Configuring the cluster for machine learning and simulations tasks - Ensuring the cluste...for the two CPU partitions and the A100 GPU for the two GPU partitions. I would also like to have SLURM accounting set up within the cluster i.e. not using the MySQL service on Azure. Lastly I would like the cluster to have Prometheus/Graphana monitoring capability so that individual users can monitor job statistics. Eventually, we would like users to also be able to interact with the cluster via VS Code and Jupyter. Delivery : within 1 week -- please only bid if you have done this before. Please provide your past experience and any relevant projects you ...
...seeking an experienced developer to convert the SPM12 GUI interface, currently built on the MATLAB compiler, into a Python application. The source code for SPM12 is available at SPM12 GitHub repository Objectives: • Translate the entire SPM12 codebase from MATLAB to Python while maintaining functionality. • Develop a Python-based GUI that replicates the current MATLAB interface. • Ensure the converted application integrates well with Python scientific computing stacks. Key Deliverables: • A fully functional Python version of SPM12. • Source code with comments and documentation. • A user guide for the Python-based GUI. Skills Required: • Proficiency in MATLAB and Python programming languages. • Experienc...
I am looking for a Python developer who can implement concepts from a research paper. - The developer must have solid experience in Python, ideally with an intermediate understanding of complex programming concepts. They should be comfortable with an intermediate level of complexity in translating research concepts into code. - Knowledge and experience with the PyTorch framework is a must. The freelancer will need to use it to implement the code from the research paper. This project will require a good understanding of data structures, algorithms, and object-oriented programming in Python. Experience with prior work involving code implementation from research papers would be advantageous. Please only bid if you meet these qualifications and can deliver quality work.
I'm looking for an expert in numerical analysis who can help me with a range of tasks. Here's what the job involves: - Solving Linear Equations - Interpolation - Integration While I haven't specified a programming language in the options, I'm currently working on this project by hand. If you're proficient in Python, MATLAB, or C++, your insight into these languages might be helpful. The project is urgent and needs to be completed ASAP. If you're skilled in numerical analysis and can deliver quality work under tight deadlines, I'd love to hear from you.
I'm seeking an experi...project involves algorithm development to achieve our cooling optimization goals. I will forward you a report where they've used Genetic Algorithm method to optimize parameters. She has used four flux theory to predict optical properties for different particle parameters. you should not optimize the reflectance... in your work, you should optimize the cooling power Requirements: Proficiency in MATLAB Strong background in optics, material science, or related fields. Experience with genetic algorithms and parameter optimization techniques. Excellent communication skills and ability to work independently. Nice to have: Familiarity with four-flux models and scattering transfer equations. Previous experience with Lorenz-Mie theory an...
I'm searching for a freelancer with intermediate Matlab skills to help optimize the energy efficiency of a battery system for renewable energy applications. Key Project Requirements: - Optimize battery system for energy efficiency: The primary focus of this project is to ensure that our battery system operates with maximum energy efficiency. This involves assessing current battery performance and implementing improvements in its energy consumption. Ideal Candidate: - Intermediate Matlab Proficiency: The perfect candidate for this project should be proficient with Matlab, having experience in battery system optimization. Previous work in the field of renewable energy systems would be a bonus. The goal of this project is to enhance the energy efficiency of our ba...
I require a skilled Matlab expert with a strong background in image processing techniques. Key requirements include: - Proficiency in image processing algorithms - Experience with feature extraction and object detection - Ideally, a track record of working with various image formats The successful candidate will need to understand the specific needs of my project and connect them with the most suitable image processing techniques available in Matlab. This may involve implementing and testing different solutions to meet project goals. Please note that as I have not specified the image format, experience with a range of formats would be advantageous. I look forward to reviewing your portfolio and discussing how you can support this exciting project.
To begin, we’re on the hunt for a highly skilled and experienced freelancer with a strong background in both economics and finance. Specifically, we require your proficiency in Stata and Matlab coding as well as a deep understanding of the Ramsey-Cass-Koopmans growth model. For this project, your responsibilities include but won't be limited to: - Coding in Stata and Matlab with proficiency. - Accurately interpreting and utilizing the Ramsey-Cass-Koopmans growth model. - Applying your economic and financial knowledge for effective economic modeling. We're looking to complete an advanced level of economic modeling. Therefore, you will need to demonstrate a high degree of competence and experience in complex economic theories, principles, and modeling. Your ...
I'm looking for a skilled Matlab expert who has a thorough understanding of communication systems, particularly in analyzing waveforms across various domains. Key Tasks: - Signal Processing: You should be able to process signals effectively, extracting necessary information with precision. - Modulation and Demodulation: Experience with encoding and decoding signals is crucial. - Timing and Synchronization: A meticulous understanding of the coordination of signals over time. - Antennas: A good handle on the properties, function, and deployment of antennas. - Propagation and Noise: Ability to assess signal movements and noise interference. Ideal Candidate: - Proficient in Matlab and its functionalities - Experience in Telecommunications, Satellite, and Sound Wave commun...
I'm seeking a skilled professional in Matlab, Simulink, and HDL Coder, with a profound understanding of FPGA, particularly the Kria SOM platform. Key Project Details: - The primary goal is to implement an Object Detection DNN on the Kria SOM FPGA. - The approach is real-time video processing, hence the need for efficiency and speed. - The system should be based on the YOLO model, which is pre-trained on the COCO dataset. - The FPGA resource utilization should be analyzed using HDL Coder by running the FPGA in a loop with MATLAB. Ideal Candidate: - Proficient in Matlab, Simulink, and HDL Coder. - Experienced in implementing DNNs on FPGA, particularly Kria SOM. - Knowledgeable on real-time video processing. - Familiarity with the YOLO model and COCO dataset. - Cap...
...by date and start time. **Scope:** The schedule should cover the following: 1. England Men 2. England Women 3. England Disability 4. Vitality County Championship 5. Vitality Blast 6. Metro Bank One Day Cup 7. Charlotte Edwards Cup 8. Rachael Heyhoe Flint Trophy 10. The Hundred **Details to Include:** For each match, include the following columns: - Date - Match Number - Teams (Example: Team A vs Team B) - Match Format (Example: T20, ODI, Test, League 100) - International or Domestic - UK Start Time - New Zealand Start Time - Stadium Name - City - Distance from Sidcup, UK (as per the provided Google Maps link) **Instructions:** 1. **Data Entry:** - Gather fixtures from reliable sources such as: - [ECB Official Site]() - [Cricbuzz Schedule](
I need a proficient Matlab user who can help me Deadline: 3 days
I'm in need of a skilled Matlab expert that can assist me with an image detection project. The particularities of the images, real-time versus offline processing, and the output format are all flexible and can be discussed according to your expertise and recommendations. Key Requirements: - Proficiency in Matlab - Previous experience in image detection - Ability to discuss and decide on the most suitable approach and output format Feel free to share your relevant experience and suggestions to ensure the project goes smoothly. Looking forward to working with you.
I'm seeking an experi...project involves algorithm development to achieve our cooling optimization goals. I will forward you a report where they've used Genetic Algorithm method to optimize parameters. She has used four flux theory to predict optical properties for different particle parameters. you should not optimize the reflectance... in your work, you should optimize the cooling power Requirements: Proficiency in MATLAB Strong background in optics, material science, or related fields. Experience with genetic algorithms and parameter optimization techniques. Excellent communication skills and ability to work independently. Nice to have: Familiarity with four-flux models and scattering transfer equations. Previous experience with Lorenz-Mie theory an...
...critical assistance for an aerospace design project I'm currently working on. The tasks at hand include: - Answering a set of questions related to the project - Deriving concepts based on the information provided - Using MATLAB to conduct an aerodynamics analysis The main focus of this project is to improve the aerodynamics of the aircraft, which ultimately aims to enhance the overall efficiency and performance. This is a time-sensitive task, so I'm in need of someone who can deliver within the same day. Ideal Skills: - Aerospace engineering background - Proficiency in MATLAB for aerodynamics analysis - Strong problem-solving and concept development skills - Ability to work under tight deadlines Your expertise will be crucial in ensuring the success of this p...
As a communications engineer needing assistance with Natlab programming, I require a professional, preferably with a background in my field, to convert and integrate specified intermediate-level algorithms into MATLAB code. The project will entail the following: - Familiarizing yourselves with the existing code. - Converting given algorithms into MATLAB code. - Implementing the newly created MATLAB code into the existing code. Ideally, you should have a solid grounding in debugging, performance optimization, and feature implementation. This role needs an individual with a keen eye for detail and an understanding of the inner workings of the Natlab program, especially in communications engineering. Previous experience with similar projects would be an added advant...
We are seeking a talented Machine Learning Engineer to develop a classification model that works with Google Mediapipe Pose Detection and has run trained ML models on web application (using JavaScript) The main task will be training the model to recognising the pose and creating a script for data generati...with Google Mediapipe and data preprocessing. The successful candidate should have a strong understanding of supervised learning and be able to optimize the model for accurate pose classification using JavaScript. The ideal candidate will also have familiarity with deep learning frameworks such as TensorFlow or PyTorch. Skills required: - Machine Learning - Python - JavaScript - Google Mediapipe - Data preprocessing - Supervised learning - Deep learning frameworks (TensorFlow...
I am Building AWX Server on AWS EC2 Here is the method I am using: So far, I have: I have already Created an EC2 instance for this server. Cloned the AWX Repo, I have completed all installations ...I am using: So far, I have: I have already Created an EC2 instance for this server. Cloned the AWX Repo, I have completed all installations required (installed Docker, Docker-Compose, I have used pipx to install the Ansible package) I need help with the rest of the instructions from that link. I am building this server in VS Code Ideal skills for the job include strong understanding of AWS, proficiency in AWX tasks and familiarity with Ubuntu server.
...user experience. - Continuously monitor and improve the AI’s performance based on user feedback and advancements in AI technology. **Requirements:** - Proven experience in AI development, particularly in natural language processing (NLP) and machine learning. - Strong understanding of music theory and lyrical composition. - Proficiency in programming languages such as Python, TensorFlow, and PyTorch. - Experience with audio processing and analysis. - Ability to work independently and collaboratively in a remote team environment. - Strong problem-solving skills and attention to detail. **Preferred Qualifications:** - Previous experience in the music industry or with music-related AI projects. - Familiarity with current trends in music and popular lyrical themes. - Experien...
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... ideally should be less then 30-40 usec (with 10 nsec floating point athematic operations) so that total processing time for channel is 300-400 used leaving processor enough time for other task like display , printing , storage, 6. Algorithm code & associated lib to be provided in C for ARM compiler. Source Code to be provided. 7. Algorithm / code first to be tested on simulator platform like MATLAB 8. Algorithm / code after testing on simulator will be tested on actual hardware.I'm seeking an experienced embedded engineer to work on a medical heart rate monitoring device. The project involves real-time signal processing through algorithms on a Digital Signal Processor (DSP). Key Responsibilities: - Implementing heart rate monitoring algorithms in C/C++ on an embedded...
Looking for an expert in MATLAB to assist in developing algorithms for DOA estimation using the ESPRIT, Capon, and MUSIC algorithms. While I am not certain if data collection has already been completed, there is a specific dataset on hand for testing purposes. Key responsibilities will include: - Developing ESPRIT, Capon, and MUSIC algorithms in MATLAB - Possibly helping in DOA estimation data collection - Running these algorithms on a provided dataset An ideal candidate for this project would have: - Extensive experience in algorithms development using MATLAB - Understanding of DOA estimation and significant proficiency in ESPRIT, Capon, and MUSIC algorithms - Experience in managing and preparing datasets for testing. Please ensure you speak to your experience...
I am looking for someone that has listened to the Drake vs Kendrick Diss tracks many times. I need someone that is very active with the culture & knows almost everything thats going on in this beef. I need someone that has seen all the memes around the beef. And knows the history of the beef. I'm looking to put together some content around this beef. And I need someone that can guide me. 1. How old are you? 2. Where do you live? 3. Who do you think won the battle and why? 4. If I needed you to defend the loser, could you do so? 5. Tell me something interesting about this beef? 6. What social media platforms are you active on? 7. Did you auto generate this application you sent me, or did you type it out?
I'm seeking a skilled machine learning expert with expertise in PyTorch for a natural language processing task. Your primary task is to develop a model that can understand the empathy patterns in English text. I'll provide you with the data. Key Requirements: - Proficient in PyTorch and machine learning - Experience in natural language processing - Understands the nuances of empathy detection in text data - Previous projects involving empathy learning in English text would be a plus. Deliverables: - A well-structured PyTorch model that can accurately understand the empathy in English text - Detailed documentation on the model, its architecture, and usage This project requires someone who's not only technically skilled but also understands the context...
...crucial for the success of the project. - The primary images that the AI model will analyze are photographs. The model should be specifically designed to handle and extract text information from photos. Ideal Skills and Experience: - Experience in training AI models, specifically in the area of image to text conversion. - Proficiency in deep learning frameworks and tools, such as TensorFlow, PyTorch, or similar. - Strong knowledge of natural language processing (NLP) techniques. - Proven track record of achieving high accuracy levels in AI model training. I'm looking for a professional who can help me with this project, providing training, testing, and optimization for the AI model to ensure it meets the required standards. If you have the right skills, experience...
...individual to assist in the development of a Wireless Sensor Network (WSN) simulation . The main focuses of this project include performance evaluation, energy consumption analysis, and routing protocol comparison. Key Requirements: - Previous experience in WSN network simulation - Able to develop a proprietary MAC protocol - Proficiency in relevant programming languages and software such as NS2/NS3, MATLAB, or OMNeT++ - Strong understanding of WSN system design Your primary role will be to help me create a comprehensive simulation that accurately represents a WSN network, as well as develop and test a proprietary Medium Access Control (MAC) protocol. This will require a keen eye for detail, a solid understanding of network architecture, and a strong background in programming a...
I need a Matlab specialist for a project.
I'm in need of an analyst who...similarities between regional and national data The ideal candidate for this job should possess: - Strong proficiency in data analysis, particularly descriptive analysis - Proven experience with using Excel for data visualization - A keen eye for detail and accuracy in data interpretation - Ability to clearly present complex data findings in an easy-to-understand manner - Prior experience in regional vs national data comparison is a plus, but not mandatory The final deliverable should include: - Excel charts and graphs that accurately reflect the descriptive analysis results - A brief summary of the key findings derived from the visualizations Any type of visualization is fine as long as I can copy and paste. Bonus points if you take the time ...
I'm searching for a freelancer with intermediate Matlab skills to help optimize the energy efficiency of a battery system for renewable energy applications. Key Project Requirements: - Optimize battery system for energy efficiency: The primary focus of this project is to ensure that our battery system operates with maximum energy efficiency. This involves assessing current battery performance and implementing improvements in its energy consumption. Ideal Candidate: - Intermediate Matlab Proficiency: The perfect candidate for this project should be proficient with Matlab, having experience in battery system optimization. Previous work in the field of renewable energy systems would be a bonus. The goal of this project is to enhance the energy efficiency of our ba...
I'm in need of a proficient Simulink designer to assist me with a PID Control System Design project. The focus is on Position Control System. The project requires the following: - Expertise in Simulink and control system design - Knowledge of PID control development and its application in Position Control System and Car suspension Skills & Requirements: - Proficiency in Matlab and Simulink - Advanced knowledge in Control System Design - Prior experience with Position Control Systems and Car suspension - Extensive experience with PID control and electrical actuator Your task would be: - Design a PID control for a position control system - Implement this design in Simulink - Test and refine the system to ensure accurate and optimal performance. I look forward to heari...
...Análisis de Datos: Se implementará un sistema de análisis de datos para recopilar y analizar la información sobre las interacciones de los usuarios, con el fin de mejorar continuamente la precisión y la eficacia del asistente virtual. Tecnologías Utilizadas: Lenguajes de Programación: Python, JavaScript, entre otros según las necesidades del proyecto. Frameworks de Desarrollo: TensorFlow, PyTorch, Dialogflow, entre otros. Tecnologías de Procesamiento del Lenguaje Natural (NLP) y Reconocimiento de Voz. Herramientas de Desarrollo de Interfaces de Usuario (ui/ux). Objetivos del Proyecto: Diseñar y desarrollar un totem virtual innovador con capacidades de inteligencia artificial que satisfaga las neces...
I'm in need of an expert who can help me compile two separate GitHub projects that are written in C++, using the Visual Studio Community Edition for Windows. I will require that you provide me with written instructions on how to make the compiled projects work after you've successfully compiled them. Key Requirements: - Compilation of C++ projects using VS Community Edition - Preparation of clear, detailed instructions Additional Information: - I do not have the necessary dependencies, so you will need to ensure that all required libraries and frameworks are included in the compilation. Your task will be to: - Compile each project separately - Provide written instructions on how to use the compiled projects together Ideal Skills/Experience: - Proficient in C++ and Vis...
...as job title, company name, location, job description, requirements, etc. # Web Interface: A user-friendly web interface where users can enter the URL of the job listings page and initiate the scraping process. # Downloadable in .csv Format: The scraped job data should be downloadable in .csv format for easy analysis and storage. # Filtering Options: Ability to filter job listings based on old vs. new jobs for specific job verticals (e.g., technology, finance, healthcare) and support for Middle East/GCC countries. # Scalability: The scraper should be able to handle a large volume of job listings from multiple sources without performance issues. # Scheduled Scraping: Optional feature to schedule regular job scraping tasks to keep the data up-to-date. Ideal candidates for thi...
I'm looking for a professional to assist me with a new GST registration for my service-based business. Key Tasks: - Complete the GST registration process for a new business - Ensure all necessary information and documentation is correctly prepared - Advise on the best approach for state-wise or single state registrati...registration Ideal Freelancer: - Experience in GST registration for service-based businesses - Familiarity with the requirements for new GST registration - Ability to offer guidance on state-wise or single state registration Please provide details of your experience in the field of GST registration in your bid. Your understanding of the process and capacity to provide insightful advice on state-wise vs. single state registration will be key in my decision-...
...Backend: Microservices architecture with scalable backend services using technologies like Node.js or Python, along with RESTful APIs for communication. • Database: Utilization of a relational database management system (RDBMS) such as PostgreSQL or MySQL for storing user data, job listings, and AI-generated insights. • AI Integration: Integration of AI libraries and frameworks such as TensorFlow or PyTorch for implementing machine learning algorithms and natural language processing models. 7. AI-Powered Features: 7.1 Intelligent Job Recommendations: • Implement AI algorithms to analyze user preferences, historical job searches, and user behavior patterns to provide personalized job recommendations. • Utilize collaborative filtering or content-based recommend...
...support for integrating the system into various applications or platforms. Skills Required: - Proficiency in natural language processing (NLP) techniques, including sentiment analysis and emotion recognition. - Strong background in deep learning, particularly convolutional neural networks (CNNs) and recurrent neural networks (RNNs). - Experience with machine learning frameworks such as TensorFlow, PyTorch, or Keras. - Expertise in image processing and computer vision techniques for emotion recognition from visual data. - Familiarity with audio signal processing methods and speech emotion recognition. - Ability to implement and optimize multi-modal fusion strategies. - Knowledge of explainable AI techniques for model interpretability. - Experience in deploying AI models in produc...
...Candidate: - Extensive experience with IoT and its applications - Proficient in Python development and cloud data management - Comprehensive understanding of supply chains, specifically in lithium-ion battery manufacturing - Familiarity with PLC & SCADA, Edge Computing, wireless sensors and gateways - Strong research writing skills to aid in the comprehensive explanation of findings - Knowledge of MATLAB and Statistical Analysis tools would be an advantage. Your contribution could profoundly impact the efficiency and resilience of lithium-ion battery supply chains. Your work will not only provide immediate value to this research project, but could also shape the future, environmentally-friendly energy solutions. The candidate must have a research mind and familiar with AI-...
...with the data visualizations, such as filtering views based on time or sentiment. Tools & Techniques: Web Development: Use HTML, CSS, and JavaScript for the frontend, with frameworks like React or Angular to enhance the user interface. Backend Development: Python with Flask or Django for server-side logic, handling API integrations, and user data management. Machine Learning: Use TensorFlow or PyTorch for building the recommendation engine, and NLTK or similar libraries for sentiment analysis. Data Management: SQL or NoSQL database to store user profiles and their preferences. Version Control: Git for source code management and collaboration. Submission Requirements: Code: Source code with comprehensive comments detailing the functionality of each part of the system. Document...
