Machine machine jobs

Project Description: We are seeking a dynamic and results-driven Lead Generation Specialist to join our team at trainrr.io. Our platform specializes in connecting clients with top-notch trainers across various domains such as cloud computing, artificial intelligence (AI), machine learning (ML), and cybersecurity. Responsibilities: Identify and engage potential clients in need of professional training services. Generate high-quality leads for direct training requirements in specialized tech domains. Collaborate with our team to ensure a seamless match between clients’ needs and available trainers. Utilize various strategies to source and bring in training opportunities where will conduct the training sessions. Requirements: Proven experience in lead generation and sales, pr...

I'm in need of a seasoned Data Science Trainer who can cover extensive topics, with a strong grounding in machine learning along with data visualization and statistical analysis. With a target audience of professionals, I seek bespoke, advanced level training. Hours of commitment are flexible, so ideally you would be able to accommodate varying schedules. Skills and experience necessary for this project: - Expertise in machine learning concepts and applications - Proficiency in data visualization techniques - Well-versed in statistical analysis - Experienced in teaching professionals - Open availability Note - 8+ years of experience required as a data scientist Take only Only weekend Classes for Work Professionals

I'm seeking a skilled developer to create a sophisticated machine learning system aimed at predicting heart risk issues for patients. This system is intended to primarily benefit doctors, patients, and admin workers in the medical field. Key Responsibilities: 1. Developing Predictive Models: The main objective of this system is to efficiently predict the likelihood of a patient having heart-related issues, specifically coronary artery disease, heart attacks, and arrhythmia. Expertise in machine learning algorithms and predictive modelling is crucial. 2. Integration of Data Sets: The system must be able to handle vast sources of patient data to generate accurate predictions. These include patient's medical history, lifestyle information, as well as real-time healt...

For my project, I'm seeking an adept professional to create and use a microgrid environment in Matlab as a means of reducing energy...responsibilities will be: - Creating a microgrid in Matlab. - Implementing a Deep Q-Network reinforcement learning model. What you must consider: - I will provide the data for the load power (P_load) and photovoltaic power (P_pv). - The cost of the generated power (P_gen) and grid power (P_grid) must be taken into account. Ideally, contenders are expected to have a solid background in Matlab, machine learning (ML), and specifically, a deep understanding of reinforcement learning. Furthermore, due to the technicalities involved, knowledge of microgrids and energy optimization can help. Skilled professionals who can work within these paramet...

I'm looking for an architectural designer to help me create plans for a farm shop/family retreat. Essentially a barn with weekend living quarters. This will be a Farm shop/barn. with 2 offices, 1 full bathroom, 1 kitchen, 1 machine room. All inputs are appreciated. We have a pretty good idea of what we want to build, but are open to suggestions with functionality, esthetics, materials, finishes, etc. This building will function as a farm building to store our tractor and other farm equipment in one lean-to and have bathroom/offices on the other lean-to. The center building will be open for family gathering, wood stove, couches (pull out), TV, long dining table to seat as many as 14. etc..... We will be using this building as a family retreat on the weekends. We hav...

...Tableau, Power BI, or similar. • Cloud Platforms: In depth experience with major cloud platforms (AWS, Google Cloud, Azure) and database automation. • Bachelor's degree in Computer Science, Data Science, Geography, or related field. • Familiarity with programming languages such as Python, R, or SQL. • Experience with API integrations and data manipulation techniques. • Strong understanding of machine learning and AI concepts, and the ability to integrate predictive models into software applications • Stay up-to-date with the latest industry trends, technologies, and best practices in data engineering, analytics, and AI Additional Desirable Skills: • Knowledge of data privacy and security best practices. • Attention to detail and a com...

...skilled AI developer to create a system that can assist influencers in filtering out spam and abusive comments on various social media platforms, specifically Facebook, Instagram, Twitter, and YouTube. Key Requirements: - Proficiency with Facebook, Instagram, Twitter, and YouTube APIs is necessary. - Develop the AI with the functionalities of Natural Language Processing, Sentiment Analysis, and Machine Learning to effectively filter out spam and abusive comments. - The AI should automatically delete these flagged comments, moving them to a separate folder for review by the influencer if they choose to do so. Your role would be to ensure the AI is efficient and reliable in filtering out these comments, reducing the manual work required by the influencers. This includes maintain...

As an AI Engineer, I'm looking for a specialist to develop an AI system that is proficient in machine learning and computer vision. In particular, I need the system to excel in image recognition and data analysis. Ideal Skills: - Proficiency in machine learning and computer vision - Extensive experience with image recognition and data analysis - Skilled in Python, TensorFlow, and PyTorch The AI Engineer must also have a solid understanding of the Python programming language, as well as experience working with TensorFlow and PyTorch frameworks. The ideal candidate will be able to demonstrate a strong track record in developing and implementing AI systems that can successfully perform image recognition and data analysis tasks.

I'm looking for a proficient data scientist or machine learning expert to support me with a predictive analysis project. Key Project Details: - Objective: The primary goal of this project is to conduct a comprehensive predictive analysis. - Data Type: The data used will be categorical, and I need the freelancer to have expertise in handling and analyzing this type of data for predictive purposes. - Application: The results of this analysis are intended to inform important business decisions. Ideal Skills and Experience: - Profound expertise in machine learning algorithms, particularly in the context of predictive analysis. - Strong background in handling and analyzing categorical data. - Proven experience in making data-driven business decisions. I'm looking fo...

I'm in need of an expert artificial intelligence and machine learning researcher to deliver an in-depth, insightful paper on stock price prediction. Key details include: - Focus Area: The paper should major on the application of Natural Language Processing (NLP), Computer Vision, and Reinforcement Learning in stock price prediction. Your specialty in these areas is of utmost importance. - Time Frame: Particular attention should be concentrated on short-term predictions, within a span of 1 week to 3 months. - Methodology: You'll apply Time-series analysis for the predictions. Your familiarity with this methodology will be a great advantage. I desire a paper characterized by depth, clarity, and originality. Reasons, facts, and data to substantiate points are essential. Bac...

...PCIE 4.0 x8 / 3.0 x16 bandwidth per GPU - At least 8 CPU threads per GPU - ***A graphics device that will not be passed through for customers, e.g. an old GPU, the integrated graphics of a CPU, or of a motherboard that supports it (e.g. the Asrock Rack ROMED8-2T comes with an onboard graphics controller)*** Ultimately, this will be a marketplace for compute. People will pay less for a virtual machine with a GPU with inadequate bandwidth (e.g. PCIE 3.0 x4) than a GPU with adequate bandwidth (e.g. PCIE 3.0 x16), as they'd be able to run more intensive workloads. The quality of your hardware will determine your earnings. need hosts to have integrated graphics, another older GPU, or a motherboard graphics device. For example, the ROMED8-2T has the AST2500 graphics processor, ...

I'm in need of a skilled data analyst experienced in machine learning methodologies for a medium-sized project. The task will include: - Working with a dataset comprising both numerical and categorical data - Applying data analysis methodologies to draw insightful conclusions I have a code for 3 classifiers , but the valuse for classification report is the same i want you to solve my problem

I'm in the process of completing a college project that focuses on AI and Machine Learning. The AI/ML algorithms are in place but I'm in need of an IoT expert to help establish a robust Arduino-based connectivity solution. Key project requirements: - Completion of IoT connectivity: I need someone who can work with Arduino and establish a reliable IoT connectivity system. - Troubleshooting existing code: The project is partially done, and there might be some debugging required. - Documentation: I'm also looking for someone who can provide clear documentation of the implemented IoT solution. Ideal skills and experience: - Strong Arduino and IoT background: An expert in IoT systems and Arduino programming. - Familiarity with AI/ML: While not strictly necessary, a good ...

i have to creat a heart risk prediction system using machine learning. my syste is used y hosptal. admin , doctor and patient are my will train the modal, predict the risk. patient will see all the results after they user must have 9 menu.

I am in search of an experienced developer to build a web application integrated advanced machine learning capabilities. This project includes: - Developing a comprehensive user registration system. - Implementing a resilient live chat feature. - Incorporating advanced machine learning algorithms. The machine learning aspects should include, but are not limited to: - A recommendation system, tailoring user experience based on past interactions or preferences. - Data analysis and prediction capabilities to provide useful insights and future predictions. The ideal freelancer will have: - Prior experience in web application development. - Proficient understanding of machine learning algorithms. - Familiarity with developing user registration systems and liv...

I'm seeking a skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. Please only app...

I'm in need of a skilled python developer who can craft a bot that generates proposal outlines based on a set of keywords I provide. Key Requirements: - The bot should be able to analyze a set of keywords...a set of keywords I provide. Key Requirements: - The bot should be able to analyze a set of keywords I provide and generate a preliminary proposal outline accordingly. - This outline should be based on basic templates with placeholders that will later be edited by me to fit the specific project. The ideal candidate for this project should have: - Proven experience in developing AI, NLP, and machine learning algorithms. - Strong Python skills, particularly in the area of developing bots. - Excellent communication skills and the ability to understand and implement detaile...

I am looking for a skilled animator to create a Rive Animator for me. Key Features: I am seeking a skilled Rive Animator to create 3D designer to create an avatar based on a specific design of a Saudi gentleman wearing traditional attire. State Machine experience will be important. This avatar will integrate with our AI voice agent and will require precise lip-sync functionalities to enhance user interaction. I will provide the avatar, it needs to recreated in Rive. Compatibility: - The primary platform for this project is web browsers. Therefore, I need the animator to ensure that the animations are optimized and run smoothly on all major web browsers. Project Goal: - Recreate a cartoonish 3D avatar based on provided specifications. - Ensure the avatar's mouth is capable of...

I need a seasoned GNN specialist, highly skilled in machine learning and data analysis. The project requires support as domain expertise, rather than specific application to finance, healthcare or marketing. Key Responsibilities: - Act as a domain expert - Guide through broader concepts of GNN Ideal skills and experience: - Proficient in Machine Learning - Strong Data Analysis abilities - Deep understanding of Graph Neural Networks - Prior experience acting as a domain expert within GNN projects would be a bonus.

Hi Parham B., I have another shop drawing that needs to be completed. I am still waiting for the other to be confirmed on our machine. But I will need this one completed to be signed off this week.

I'm looking for an expert to help me set up a Human-Machine Interface (HMI) to control AC motors on a test bed. Specifically, the motors to be controlled are AC, and the primary goal of the HMI will be to adjust the motor parameters. Key Requirements: - Proficiency in setting up HMIs for industrial control systems - Experience with AC motor control - Knowledge of KEB F5 drive control is highly beneficial Communication Protocol: As I have no specific preference for the communication protocol, I am open to suggestions based on your expertise and experience in this field. Please provide details of your relevant experience and how you plan to approach this project in your proposal.

I'm in need of an expert in Machine Learning who can successfully build a Language Model for me. Train this LLM on data that I'll provide. The key specifics about the project involve: - Data Handling: My data currently lies in PDF format. Therefore, you need to be proficient in working with PDF data and possibly transforming it for the training process. - Database Knowledge: The data is stored in a MySQL database. You must have experience working with MySQL databases and effectively extracting data from them. - Document Types: This project solely revolves around PDF documents. I require somebody with a proven track record of handling and working with PDF data. Skills required: Machine Learning, MySQL, knowledge of handling PDF data and documents.

I am seeking a highly skilled professional to migrate our existing Windows Active Directory from an on-premises setup to a new Virtual Machine (VM) located in the cloud. Specifics of the current setup cannot be provided at this point, but the ideal candidate should be prepared for a potentially complex environment. The current AD is sitting ON Premises with a Public IP. We wish for the new AD VM to also be on Public IP

I'm in need of someone with solid expertise in predictive modeling using machine learning and artificial intelligence. Key Project Details: - The project's primary aim is to create a predictive model. - The model will work with data, though the specifics are not provided. - The expected accuracy level for the model has not been specified. The ideal candidate should: - Possess considerable experience in creating predictive models. - Have a strong background in machine learning and artificial intelligence. - Be able to adjust model creation strategy based on type of data to be used. - Have a history of delivering effective predictive models. Please provide examples of your previous work in the field and any relevant qualifications that showcase your capacity for...

I am in need of an expert who can create a Virtual Machine (VM) in Azure utilizing Ubuntu Preferred Skills: - Experience setting up VMs in Azure - Comfortability with varying versions of Ubuntu - Ability to work with minimal direction by making recommendations where details have not been specified.

I am in need of a Programmer who is experienced in Python, Machine Learning , SQL and have working knowledge of full stack development. We need someone who can help us training a LLM coding assistant. You would not be working on coding side of LLM, you would be working mainly on creating conversations for a programming problem to train LLM. Ideal Skills and Experience: - Proven expertise in Python programming and Django framework - Hands-on experience with Scikit-learn library for model training - Demonstrated knowledge and experience in Machine Learning and AI Model Training - Working knowledge of ReactJS & NodeJS If you think that you fulfill above criteria. I would be more than happy to talk to you.

...and orchestration. Optimize GPU computing resources and implement monitoring systems to track performance and system health. Collaborate with product teams to define and refine system architecture, ensuring seamless integration across AI and blockchain components. Requirements: Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, or a related field. Strong proficiency in machine learning, deep learning frameworks, and blockchain technologies. Extensive experience with server management and cloud platforms (AWS, Azure, Google Cloud). Proficient in containerization and orchestration tools (Docker, Kubernetes), and infrastructure as code (Terraform, Ansible). Excellent coding skills in Python, C++, Solidity, or other relevant programming languages...

I'm looking for a skilled AI developer who can help me enhance user experience through the implementation of Machine Learning (ML) of 2D Sound Motion Technology technology for American Accent. The primary goal of this project is to make our product more user-friendly and engaging. Key requirements for this project include: -Personalized Learning: AI can analyze a learner’s progress and tailor the 2D visualizations to focus on sounds that need more practice1. -Automated Feedback: AI can provide instant feedback on pronunciation, comparing the learner’s attempts with the ideal sound production visualized by the 2D technology1. -Interactive Exercises: AI can create dynamic exercises that adapt in real-time to the learner’s responses, making the learning proc...

I'm looking to set up a Debian system, install Docker, and then Home Assistant for me. - The initial task involves configuring a Debian-based machine. This will require expertise in Debian, including experience with the system's configurations and best practices. - The next step would involve setting up Docker. My intention is to use containers for various purposes. I'd appreciate if you could advise on the most suitable options, given that the specific use cases for the containers have not been provided. - Lastly, you will install and configure Home Assistant. My main goal for this is to have home automation, security monitoring, and energy management capabilities. - The devices I plan to integrate with Home Assistant include smart lights, smart thermostats, a...

Description: We are looking for a skilled Python developer with experience in machine learning and data science to help with a project involving sign language translation. The project is built using Jupyter notebooks and several Python scripts that integrate TensorFlow, scikit-learn, and other libraries. Responsibilities: make a tutorial how to run this project the sign to text part only Proficiency in Python and familiarity with Jupyter notebooks. Strong background in machine learning, particularly with TensorFlow and scikit-learn. Ability to troubleshoot and debug complex codebases. Excellent problem-solving skills and attention to detail. Good communication skills and ability to provide clear documentation. Project Duration:

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

I'm in need of a logo that seamlessly combines both text and icon elements. It will be primarily used in an online setting, specifically on websites and social media platforms. Key Requirements: - Your design should encompass a modern, sleek, and professional style that resonates with the tech-savvy online audiences. - The color scheme I'm looking for is a b...theory and the ability to create aesthetically pleasing color combinations. - Strong communication skills to understand and incorporate my vision into the design. BRIEFING: The logo needs to be elegant with letters that convey elegance and sophistication for an online Tattoo course for beginners. Name: TATTOO STARTUP. I would like the icon to have something related to tattooing, like a tattoo machine in vector.....

...the error so Jasper report operates smoothly - Ensuring future dependency issues can be prevented or quickly resolved The ideal candidate should possess knowledge of JasperReport Library, possibly having handled Jasper report issues before. As the error is based around dependencies, an understanding of relevant dependencies for Jasper Reporting is a plus. Freelancer should work remotely on our machine to fix the error through anydesk Error : Failed to read the project description file (.project) for 'MyReports'. The file has been changed on disk, and it now contains invalid information. The project will not function properly until the description file is restored to a valid state. at

I'm looking for a skilled mechatronic engineer who can help me develop a custom food vending machine. This machine, based on my concept, should primarily cater from frozen food to food made ready to eat. Key requirements: - The machine should automate the vending process. - It must be designed to store and dispense the specified food items. -I require design drawings, 3D models, and a fully functional vending machine prototype sample machine As my vision is quite specific, it's important that you have experience in working on similar mechatronic projects. Your expertise in robotic arm control, sensor integration, and automated assembly will be pivotal in bringing this idea to life. If you feel you have the skills and experience to make th...

Need a native Japanese translator for our long term project from English to Japanese translation. Please bid only native bidders. No agencies or firm and not allowed any google or machine translation. Budget: Depend on the quality Deadline: Asap

...Google Cybersecurity Professional Certificate | Google - View Credential Machine Learning Engineering for Production (MLOps) Specialization | - View Credential Deep Learning Specialization | - View Credential SKILLS Programming: Python, JavaScript, RUST, Golang, C, C++ Frontend Development: HTML, CSS, JavaScript, ReactJs Responsive design, Cross-browser compatibility Web performance optimization Backend Development: , Flask, RESTful API Microservices, Websockets, OAuth Nginx server management, Kubernetes, Kafka CI/CD integration Databases: RDBMS (MySQL, PostgreSQL) NoSQL (MongoDB) Query optimization, ORM/ODM (SQLAlchemy, Mongoose) Data warehousing, Distributed systems Machine Learning: Deployment Pipelines, Production management Data and Model Pipelines

We are seeking a Microsoft Autogen Studio expert to join our team on a freelance basis. As a Microsoft Autogen Studio expert, you will be r...for our clients. Responsibilities: Design and develop Microsoft Autogen Studio systems for a variety of use cases Train and fine-tune Microsoft Autogen Studio models Integrate Microsoft Autogen Studio systems with existing workflows Provide ongoing support to clients Qualifications: Experience with Microsoft Autogen Studio Proven ability to design and develop AI models Strong understanding of machine learning principles Excellent communication and collaboration skills Benefits: Competitive hourly rate Flexible work schedule Opportunity to work on cutting-edge AI projects Be part of a growing and innovative team To Apply: Please submit you...

We are seeking a CrewAI expert to join our team on a freelance basis. As a CrewAI expert, you will be responsible for designing, developing, a...responsible for designing, developing, and deploying CrewAI systems for our clients. Responsibilities: Design and develop CrewAI systems for a variety of use cases Train and fine-tune CrewAI agents Integrate CrewAI systems with existing workflows Provide ongoing support to clients Qualifications: Experience with CrewAI Proven ability to design and develop AI systems Strong understanding of machine learning principles Excellent communication and collaboration skills Benefits: Competitive hourly rate Flexible work schedule Opportunity to work on cutting-edge AI projects Be part of a growing and innovative team To Apply: Please submit you...

I'm seeking a beginner-level content writer who is excited to delve into the topics of Data Engineering, AI Algorithm Development, Data Analysis Methods, Data Engineering tools, Machine Learning, LLM (Languages and Learning Machines), and Modern Data architecture including Tools and Libraries. Though you'd be starting at a beginner's level, a flair for tech-related topics and a will to learn can more than compensate for any lack of depth in these specific areas. Ideal Skills: - Basic SEO content writing - Basic understanding and interest in AI & Data Engineering topics - Strong researching skills - Ability to translate complex topics into engaging content Your articles will resonate with Data Engineers, Data Analysts, and AI Professionals, assisting them in thei...

I'm looking for engineers to design a versatile food van that will be serving fast food, street food, and gourmet cuisine. Key require...to design a versatile food van that will be serving fast food, street food, and gourmet cuisine. Key requirements include: - Design a layout that accommodates the preparation of different types of food - Incorporate the necessary equipment for a small-scale operation that will only have 1-2 staff members working at a time. - Essential equipment to include are a deep fryer, grill, and espresso machine. Ideal candidates for this project should have experience in designing food trucks or vans, and have an understanding of different types of cuisine and the equipment required for it. Prior experience in designing versatile food service setups w...

I am working on a research project. I need more efficiency of the model that is already trained.

Dear Freelancer Community, VRAS (Virtual Reality Advanced Simulations) is an ambitious startup pioneering the future of defense training through cutting-edge VR simulations. We're currently seeking a seasoned Senior Machine Learning Engineer to join our team and lead our efforts in integrating machine learning technology into our VR simulations. This unique opportunity offers an equity-only partnership initially to facilitate the Proof of Concept (POC) phase. During this period, the partner's contribution will be instrumental in securing further funding, already committed by an investor. Upon successful completion of the POC, we'll transition to full time position at the company and a payment structure, starting at $6,000 per month for the first year with oppor...

...to enable accurate and insightful financial forecasting. - Advanced Level of Complexity: I'm aiming for a model that goes beyond basic calculations and projections. I want it to incorporate AI and machine learning techniques, allowing for predictions that are more predictive and dynamic. - Integration with Spreadsheets: The model should be able to successfully integrate with and manipulate data from existing spreadsheets. Ideal Skills and Experience: - Data Science: A strong foundation in data science is essential for this project. - AI and Machine Learning: Experience in developing AI and machine learning models, particularly for financial forecasting, would be a significant advantage. - Spreadsheet Integration: Proficiency in working with and integrating dat...

I am in need of a seasoned software engineer with specialization in Artificial Intelligence, Machine Learning, MS Copilot, Cloud Computing (Azure), MS Power Platform, SQL Server, iOS, Android, and comprehensive Microsoft technologies. Preference will be given to candidates in the USA time zone. Key Details: - Main Objective: The main goal of this project is to develop a new software application. - Platforms: The application will be developed for Web, iOS and Android. Ideal Skills & Experience: - Proficient in Artificial Intelligence and Machine Learning with a proven track record in similar projects. - Expertise in MS Copilot, Cloud Computing (Azure), MS Power Platform, SQL Server, iOS, Android, and Microsoft technologies. - Prior experience in developing cross-platfor...

I'm in need of a soundproof box that can be placed over a small chocolate machine. This box should not just mute the noise produced by the machine but also allow a free flow of air to prevent overheating. The box should also have a minimal volume, meaning it shouldn't take up too much space. Key Requirements: - Internal storage dimensions of the box should be approximately 14x14x22. - The material of the soundproof box is not pre-determined. Your recommendation for the most appropriate and effective material is welcomed. - The soundproof box should be designed to allow a free flow of air in order to prevent overheating of the small chocolate machine or so that active cool air can be introduced. - The top should open or slide off so that ingredients can be ad...

...produce optimised schedules for my business. The primary objective of this system is to enhance operational efficiency. Key Features: - Machine Learning: The system should be based on machine learning principles. - job swap Handling: A crucial feature is the system's ability to manage and accommodate job swaps. Staff should be able to drop jobs on a schedule while maintaining the overall operational efficiency. - Optimization: An essential goal of the system is to optimize schedules, ensuring that they are efficient and well-organized for the business's needs. Ideal candidates for this project should have a strong background in AI and machine learning, specifically in the context of workforce scheduling. Experience in creating similar systems an...

...aspects of thesis writing in Data Engineering and Machine Learning. Key areas where assistance is required: - Expertise in research methodology to help shape the foundation of my thesis and guide me effectively to carry out my research. - Skilled in literature reviews for significant studies in the field, ensuring a comprehensive and well-rounded foundation for my work. - Proficiency in data collection and analysis for gaining, organizing, and interpreting vital information, contributing to my comprehensive understanding of the topic. Additionally, I need hands-on support in data engineering, so expertise in this field is highly desired. An understanding of Google clouds will also be beneficial, given the nature of my project. For Machine Learning, an in-depth study of...

I am working on a research project. I need more efficiency of the model that is already trained.

I am working on a research project. I need more efficiency of the model that is already trained.

I need a visual representation of the system architecture for my .ipynb file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification. The main purpose of this diagram is to provide an overview of the system architecture, similar to how it is in research papers. It should be clear, detai...be clear, detailed and well-annotated to help me understand the flow of data and the various components involved in the process. Key Requirements: - The diagram should be in PNG format. - Include detailed annotations to help me understand the components, their interactions and the flow of data in the system. - Proven experience in creating architecture diagrams, especially in the context of machine learning or deep learning projects, would be highly b...