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I am looking for a proficient Java coder who can design and implement a code that will graphically visualize the Critical Path Method (CPM) and Program Evaluation and Review Technique (PERT) networks in project management. Requested to implement a program in Java programming language and graphically visualize the network/graph generated as a result of executing the Critical Path Method (CPM) and Program Evaluation and Review Technique (PERT) in Project Management. Key functionalities include: - Generating CPM network - Generating PERT network - Graphically visualizing CPM network - Graphically visualizing PERT network The code should be designed to take input of project tasks, duration and their dependencies, creating a detailed and clear diagrammatic network. Skills and Expe...

...specifically focusing on the Silk Road, Mediterranean trade, and the local markets. - **Trade Volume:** I'm interested in understanding how the Mongols influenced the volume of trade in Anatolia. This analysis should be supported by evidence and data. - **Karavansaray Development:** Investigate how the establishment of Karavansarays (inns for travelers) under Mongol rule impacted the trading networks in Anatolia. - **Black Sea Trade Expansion:** Delve into the effects of Mongol rule on the expansion of trade through the Black Sea, and how this influenced Anatolian trade. - **Market Specialization:** I seek an examination of how Mongol rule led to the specialization of certain markets in Anatolia, and the subsequent effects this had on trade dynamics. - **Infrastructur...

UK Based Creator/Model Agency Is Seeking New Aspiring Models/Creators/Influences. We are looking for Talent Scouts in different countries to help us find and discovery new models aged 18-24 Creator/Model Requirements include: Mu...Agency Is Seeking New Aspiring Models/Creators/Influences. We are looking for Talent Scouts in different countries to help us find and discovery new models aged 18-24 Creator/Model Requirements include: Must be-able to create content for Instagram, TikTok & other sites Each successful creator/model application our team will then develop/build and grow each models global brand across all social networks, leading to many opportunities in the future also leading to a great level of income. For Talent Scouts we offer basic hour wage plus Model ...

I'm looking for a reliable freelance professional located in Nigeria who can assist in recharging my mobile account. The recharge will involve a network that's not listed (neither MTN, Glo, nor Airtel). Key Skills Needed: - Proficient in mobile recharge processes in Nigeria - Good understanding of various mobile networks in the country - Strong attention to detail to ensure a correct and timely recharge - Reliable communication skills The ideal candidate must be based in Nigeria, as the recharge is specifically needed for a non-MTN, Glo or Airtel network. Experience in mobile account recharging in the country is a plus. We're looking for a freelancer who can complete this task promptly, accurately, and with clear communication throughout the process.

Hi all! I need to develop. We have a file download page. We need to develop a system with an admin panel and personal user account...should be able to provide detailed insights into user behavior, software popularity, and other relevant metrics. - **User Account Management**: A centralized system for user registration, login, and profile management is essential for this project. Ideal Skills and Experience: - Proficiency in Windows software development and distribution. - Previous experience in developing and managing PPI networks. - Strong understanding of analytics and data tracking for software. - Expertise in user account management systems. If you have the expertise and experience to create a robust Pay Per Install network for Windows, I'd love to discuss this project wi...

I'm looking for an expert in Machine Learning (ML) and Deep Learning (DL) to h...understand the task of image classification and implement a solution using ML/DL techniques. Ideal Skills and Experience: - Proven experience in image classification projects using ML/DL. - Ability to work with a smaller dataset and optimize model performance. - Proficiency in popular ML/DL libraries and frameworks like TensorFlow, Keras, scikit-learn, etc. - Strong understanding of neural networks and their applications in image classification. - Excellent communication skills and ability to explain complex technical concepts in a clear and concise manner. Able to use cloud ML platforms such as Azure ML If you think you have the skills and experience to help me with this project, I'd lo...

...transactions. - **Blockchain Network**: - I'm considering both Ethereum and Polygon for this project. Experience with these networks or their technologies will be a plus. - **UI/UX**: - I am looking for an Interactive and modern design for the user interface. The module should be intuitive, easy to use, and visually appealing. The design needs to look simple but yet radiate complexity and structure and well-oiled organisation. Ideal Skills and Experience: - Proficiency in developing blockchain modules, particularly in the areas of tokenization, asset digitization, and smart contract integration. - Experience with Ethereum and/or Polygon blockchain networks. - Strong UI/UX design skills, with a focus on creating interactive and modern designs. - Previous work...

...on selling to professionals aged between 25-45, so understanding their preferences and buying patterns is crucial. - Product Focus: The bags in question are casual in style, so a good understanding of casual fashion trends and styles that appeal to professionals is necessary. Ideal candidate should have: - Proven sales experience in the fashion industry, preferably in leather goods. - Existing networks and connections within the target demographic. - Excellent communication and negotiation skills. - Ability to adapt to various sales platforms and understand their nuances. - A keen eye for trends and an understanding of casual fashion for professionals. Your role would be crucial in ensuring the successful sales of my leather bags. I look forward to hearing from professionals...

I'm in search of a professional in deep learning, preferably a PhD, who can serve as a mentor for various aspects of neural network design, such as: Your task will be: - Preparing v...lessons for me - Helping me debug my code if I am stuck - Suggesting me better ways of doing things - Helping me to install 3rd party software on Windows - Helping me to run open source projects downloaded from GitHub - We will work mainly in C#, C++ - Python will be optional The ideal candidate should possess: - A PhD in the field of deep learning - Previous experience in designing neural networks - Strong communication skills to effectively explain complex concepts in a clear manner Don't bid if - you have no research experience - you have no journal publication - you are ne...

I am at the initial stages of a project that aims at creating a Deep Neural Network based Low power VLSI (Very Large-Scale In...experience and extensive knowledge of designing Full Custom VLSI architectures. - Proven expertise in VLSI architectures and their relation to wearable device technology. - Firm understanding of Atrial Fibrillation classification. - Familiarity with power optimisation in VLSI designs would be an advantage, although not a requirement. Candidates who can apply their deep understanding of neural networks to the design and optimisation of this architecture, towards practical solutions for Atrial Fibrillation applications will stand out. The primary objective here is to deliver a design that edges closer to an efficient and effective solution to present day c...

We are in need of a Proxmox specialist to establish a robust technological base for our Windows OS hosting and outsourcing services. Key Tasks: - Create a logical clustering architecture within the Proxmox environment. - Develop a comp... - write the rights scripts Skills and Experience Required: - Profound Proxmox Hetzner skills. - Strong knowledge of Windows OS, with a focus on hosting and outsourcing services. - Expertise in Proxmox network and Hetzner Cloud (hcloud) integration. This is an integral part of my business operations and thus, the specialist will need to be thoroughly versed in crafting and managing Proxmox networks, particularly within Hetzner environment. Understanding of Hetzner Cloud (hcloud) integration will be a key factor to seamlessly integrate various c...

...clients in a non-intrusive but persuasive way. - Fluent English, strong communication and interpersonal skills. - Self-motivated and able to work independently. - Strong organizational and time management skills. Lead Generation: - We envision the BDR primarily finding and identifying new leads through online research. This means you should know how to navigate online platforms, professional networks, and industry groups to find potential clients and opportunities. - Maintain and update our CRM with new leads and client information. - Schedule meetings and follow up with leads to move them through the sales pipeline. Cold Outreach Platforms: - You'll be expected to utilize LinkedIn, Facebook, and Email for cold outreach. Your understanding of these platforms and how to le...

I'm in need of an adept digital marketer with proficiency in social media marketing, email marketing, and SEO. The focus of the project is to enhance my business's marketing efforts targeting B2C market with emphasis on video content. Key Responsibilities/Requirements: - Planning, implementing and monitoring our digital marketing campaigns across various networks like SEO, Email marketing, and Social Media - Expertise in creating engaging video content to improve our brand visibility - Ability to capture and analyze adequate metrics to gauge campaign effectiveness Ideal Skills: - Strong understanding of current online marketing trends - Excellent grasp of social media and website metrics and best practices - Proven experience in delivering effective and innovative digi...

I'm in need of an experienced Flutter Web App developer to develop a one page sample app that uses Firebase as back end. The app should be able to list Excel files from the server and allow the user to select a file and email the file as an attachment. The function must work on Android devices including Chromebook. The development environment must be on a MacBook with Android Studio IDE. Sending URLs instead of attachments is not acceptable. Key Requirements: - Utilize Flutter for the front-end development. - Incorporate Firebase for back-end data management. - Implement support for Excel files specifically. - Provide means to list the documents stored in the Firebase account. - Include functionality to email these files as an attachment. Ideal Skills: - Proficiency in Flutte...

I need an expert to optimize my home Xfinity WiFi network, connecting various devices and applications, including Samsung/Android phone, Sonos devices (older ones ZP100 and ZP80), Gosund Smart Plugs, Xfinity Stream to SmartTV via Chromecast, Brother Printer, Ideal attributes: - Knowledge in home WiFi networks, including Xfinity as provider and Google Mesh network. - Experience troubleshooting device and application connectivity issues with network and SmartTV. - Proficiency in network coverage optimization. - Familiarity with Sonos, Brother Printers, Gosund Smart Plugs, Hisense SmartTV

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We are looking for skilled technical content writers who specialize in advertising technology (AdTech) and related blogging topics. This role requires some understanding of the digital advertising industry, including programmatic advertising, ad networks, SSPs, and other related technologies. Responsibilities: Write high-quality, informative, and engaging blog posts and articles that cater to our target audience in the AdTech sector. Collaborate with our marketing team to align content with business goals and SEO strategies. Conduct thorough research to ensure accuracy and credibility in all content. Adhere to deadlines and content calendars.

...strategies to enhance the stability of our Private Network Infrastructure. - Finding issues: Conducting regular checks to identify and address any problems in our server nodes and private network. Ideal candidates will have: - Prior experience in network security and infrastructure. - A strong understanding of Node.js and VPS. - Proven track record of setting up and managing small to medium-sized networks. - Excellent problem-solving skills and a proactive approach to network maintenance. - The ability to work independently and efficiently. - Good communication skills to report on network status and issues. Please reach out if you're confident in your abilities to help us strengthen and optimize our network infrastructure. We need your help today, budget $200. > Help u...

...strategies to enhance the stability of our Private Network Infrastructure. - Finding issues: Conducting regular checks to identify and address any problems in our server nodes and private network. Ideal candidates will have: - Prior experience in network security and infrastructure. - A strong understanding of Node.js and VPS. - Proven track record of setting up and managing small to medium-sized networks. - Excellent problem-solving skills and a proactive approach to network maintenance. - The ability to work independently and efficiently. - Good communication skills to report on network status and issues. Please reach out if you're confident in your abilities to help us strengthen and optimize our network infrastructure. We need your help today, budget $300. > Help...

I am looking for an expert in AI, specifically with fine-tuning experience in Convolutional Neural Networks (CNN). My primary focus is on improving the accuracy of specific tasks in the field of Natural Language Processing (NLP). Key tasks for this project include: - Evaluate the current performance of the CNN on specific tasks - Implement fine-tuning protocols to enhance accuracy - Validate and optimize the model for our specific dataset Ideal freelancer must have: - Extensive knowledge and experience in Artificial Intelligence - Proficient with Convolutional Neural Networks - A strong understanding of Natural Language Processing - Proven track record with AI fine-tuning. Your core responsibility will be to adapt our current AI model to enhance its task accuracy in an N...

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...analysis of the black beans market in the city. - Identify and document the pricing trends of black beans in the local market. - Complete the questionnaire we provided Target Audience: - Consumers: Understand their preferences, purchasing habits, and expectations. - Retailers: Identify key players, their pricing strategies, and market positioning. - Distributors: Explore current distribution networks, challenges, and opportunities. - wholesale market of agricultural products - Agricultural supermarket - Ideal Candidate: - Located in Mexico City for on-ground research. - Strong background in market research and analysis is a plus. - Understanding of the food industry, specifically beans, is a plus. - Proficient in Spanish and English for accurate data collectio...

My project requires an expert in machine learning, particularly with a focus on using Python for neural networks. Ideal Skills and Experience: - Proven experience in machine learning projects - Expertise in Python programming - Proficiency in neural network programming - Strong understanding of deep learning Your understanding of machine learning principles, advanced Python programming, and neural network frameworks will be pivotal to the success of this project. Please detail your relevant experience and provide examples of similar projects.

I'm seeking a professional with experience in the music industry and digital communication to help spread the word about an exciting upcoming artist. Your job will involve: - Distributing a press release to music industry blogs and across various social media platforms. - The pre...background information about the artist, details about upcoming projects and releases, as well as any noteworthy achievements and awards. - The target audience for this communication piece includes music fans, industry professionals, and the general public. Ideally, you should have: - Proven experience in public relations or press release distribution. - A comprehensive understanding, and established networks, within the music industry. - Strong communication skills and familiarity with social m...

My project requires an expert in machine learning, particularly with a focus on using Python for neural networks. Ideal Skills and Experience: - Proven experience in machine learning projects - Expertise in Python programming - Proficiency in neural network programming - Strong understanding of deep learning Your understanding of machine learning principles, advanced Python programming, and neural network frameworks will be pivotal to the success of this project. Please detail your relevant experience and provide examples of similar projects.

I urgently need a specialist to install a firewall for a small network of 1-50 devices. The primary purposes of this firewall are to protect our network from external threats and monitor the network traffic. Skills/Experience Required: • Proficiency in network security and firewall deployment • Ability to handle small-sized ...of 1-50 devices. The primary purposes of this firewall are to protect our network from external threats and monitor the network traffic. Skills/Experience Required: • Proficiency in network security and firewall deployment • Ability to handle small-sized network architectures • Strong understanding of network traffic monitoring With your bid, please include your experience with similar size networks and your ability to work quic...

Reques...records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) • Implementation methods for feature selection (e.g. correlation Analysis, feature importance, etc.) • Identify and run different algorithms (e.g., logistic regression, decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation • Performance metrics (e.g., accuracy, precision, recall, F1 score, ROC-AUC) • Score Calculation and thresholds • Deployment and Monitoring Tools available: • In use: Microsoft Fabric and Excel (VBA) • Pot...

I'm seeking an experienced Hyperledger developer to design a Fabric network with four nodes for supply chain management. The deployment of this network will be on local machines. Ideally, you would have a skilled understanding of supply chain networks and be capable of integrating functionalities such as: - Real-time tracking - Inventory management - Vendor management Your experience with similar projects and understanding of Hyperledger Fabric would be beneficial for the successful completion of this project.

I'm in need of a skilled, motivated Sales Person to help me sell my service. The target market for this service is both businesses and consumers. Key responsibilities include: - Prospecting new clients both through onli...clients both through online and offline methods - Managing and maintaining existing client relationships - Closing sales deals and meeting monthly quotas The ideal candidate should have: - Proven experience in a sales role, preferably selling services to both B2B and B2C markets - Excellent communication and negotiation skills - Prior experience using direct sales, online sales, and partnership networks Your role is crucial in growing my business. If you're a dedicated and results-driven sales professional who's ready to take on this challenge, I...

Looking for 1 person to help me create several short videos for marketing advertising on social networks. Here I leave you an example of animation:

I'm looking for an experienced Google Ads specialist to manage a campaign promoting our company. The ideal professional should possess a good understanding of both Google Search and Display networks, as well as experience in video advertising on YouTube. Key Requirements: - Proficiency in Google Ads: Extensive experience in setting up, managing and optimizing campaigns across Google Search, Display, and Youtube is crucial. - Creative approach: Ability to create compelling ad copy and engaging video content. - Results-driven: Capable of increasing website traffic, generating leads, and improving brand awareness through the campaign. - Weekly updates on the ads. - Time-management: The project should be completed within a month. Ideal Skills and Experience: - Proven track rec...

...is to develop an automated system that generates high-quality content related to beauty, cosmetics, skin and hair products, and makeup. This system must: Collect content from various sources (URL, RSS, XML) configurable by a Super User. Filter and process such content using artificial intelligence (AI) to improve it. Automatically publish enhanced content to a WordPress blog and various social networks. Provide an intuitive administration panel for managing system sources and configurations. Technologies and Tools Used Backend: Django Frontend: React Database: MySQL or PostgreSQL Monitoring: Prometheus and Grafana Containers and Orchestration: Docker and Kubernetes This project is already validated by AI tools to correct errors in the part described in the technical document, s...

...websites and dedicated adult content creator platforms. - Scout Requirements: - Exceptional eye for talent that fits within the adult industry. - Excellent communication skills to confidently discuss potential opportunities with new talents. - Having prior experience and connections in the adult content creator industry is highly desirable - you will need to have an understanding of the networks and content options available. The ultimate aim is to build a diverse talent pool that will invigorate our adult content platforms with fresh and engaging personalities. Your ability to understand and adapt to the ever-changing trends of the industry will be critical to your success in this role. Primary Objective: Identify and recruit top-tier adult content creators in t...

I'm looking for an experienced affiliate marketer to help me promote physical products targeting both men and women. Because this is a physical product, the ideal candidate should have experience in this area. Key responsibilities for this project include: - Identifying suitable affiliate networks for physical products - Crafting and implementing an effective affiliate marketing campaign - Managing and maintaining relationships with affiliates - Monitoring and analyzing campaign performance If you have a proven track record in this field, I'd love to hear from you. Please provide examples of successful physical product affiliate marketing campaigns you've managed in the past.

...familiar with AI. 3. Complete the Remaining Books Once the initial books are approved, proceed with completing the rest of the series. Example of books and categories: Here are the suggested titles for the 15 ebooks/scripts on artificial intelligence. If you think something is missing or should be changed, please let me know. Theory Background History of AI Machine Learning and Data Mining Neural Networks Reinforcement Learning Speech-to-Text and Text-to-Speech (and Deep Learning in this Relation) Robotics Limits of AI, Deepfake, and Ethics Practical Guide - Tools ChatGPT for Beginners Image Creation Tools with AI (DALL-E, MidJourney, Assistants - Market Overview) & Computer Vision Data Analysis in Enterprises with AI Python - Introduction and First Overview Additional Books ...

I'm in search of a professional in deep lear...as a mentor for various aspects of neural network design, such as: - Designing neural networks - Explaining and ensuring a deep understanding of deep learning concepts - Training and fine-tuning of models for optimal performance The ideal candidate should possess: - A PhD in the field of deep learning - Previous experience in designing neural networks - Strong communication skills to effectively explain complex concepts in a clear manner You would be expected to help me navigate the intricacies of neural network design, understand the nuances of deep learning concepts, and assist in optimizing models for best performance. Your expertise in Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RN...

I'm seeking a proficient developer to enhance my Admob settings on an Android platform. The scope of the project includes boosting revenue and setting up mediation. Key project aspects include: - **Increasing Revenue**: - Implementing strategies to optimize ad revenue. - Enhancing ad plac...project includes boosting revenue and setting up mediation. Key project aspects include: - **Increasing Revenue**: - Implementing strategies to optimize ad revenue. - Enhancing ad placements for better monetization. - **Mediation Setup**: - Setting up mediation in Admob to increase fill rates. - Suggesting and integrating ad networks best suited for my app. I don't have specific ad networks in mind; hence, your expertise in recommending effective networks...

I am looking for a freelancer to help me in drawing the developed Artificial Neural Network (ANN) which will p...representation of the selected parameters and the predicted data versus the actual data will be shown in the form of spreadsheets. Your role will be to: - Draw the developed ANN for education prediction - Show the selected parameters for the developed ANN - Visualize the predicted data versus the actual data in spreadsheets Ideal skills and experience: - Solid understanding of Artificial Neural Networks (ANN) - Experience in data visualization, particularly using spreadsheets - Familiarity with educational data or at least a background in developing predictive models in a related field - Ability to clearly communicate complex technical concepts in a simple, understanda...

I need to provide Amazon assessment team with a detailed network diagram flowchart. I'm seeking an experienced network architect to help me create a detailed network architecture diagram flowchart that encompasses. 1) Network firewalls or access lists that limit networks that can connect to networks and zones which host client data 2) Restricted zones or subnets to isolate zones which handle client data 3) A specific "allow" list of clients that may connect to subnets hosting customer data (host to host ACLs) 4) restrict network interfaces on servers or workstations (Which process client data) from being connecting to more than one network at any time 5) encryption as well as data minimization when transferring data between tiers Key Requirements: - Incorpor...

I'm seeking expert to assist in configuring a Site-to-Site VPN on my Zyxel USG Flex 50, ensuring secure and reliable communication between our networks. Key Tasks: - connect to a already existing site - configure usg flex to not use dhcp and other option. just need vpn. i have a box behind Ideal Skills and Experience: - Proficient with Zyxel USG series - experience in VPN connection

[NO AUTO GENERATED APPLICATIONS… WILL BE DELETED] I need someone familiar with affiliate marketing networks and sites. Someone that can find me some good affiliate products for me to ask. I'm hoping you can find impressive products that have potential to go viral. Tell me some good affiliate products into Instagram. REQUIRED: In your application tell me about some products that you have found for previous clients. Also name the affiliate networks that you have worked with.

I'm seeking an expert in Python to help me with an Artificial Neural Network...with an Artificial Neural Network (ANN) implementation. Key Responsibilities: - Developing a comprehensive ANN tailored to our specifications. - Ensuring that the ANN is thoroughly trained. Ideal Skills and Experience: - Extensive experience with Python, particularly in the context of AI, neural networks, or machine learning. - Proven track record of successful ANN implementations. - Proficiency in the field of data science is highly advantageous. Please note that a strong grasp of neural networks and machine learning concepts is crucial for this project. Your ability to troubleshoot and debug effectively will be highly valued. Should you choose to bid, please provide examples of your previ...

...resumes and job applications. Perform reference checks as needed. Provide a positive candidate experience throughout the hiring process. Requirements: Proven work experience as an HR Recruiter or similar role, preferably within the BPO industry. Familiarity with Applicant Tracking Systems (ATS) and resume databases. Strong knowledge of sourcing techniques, including social media and professional networks. Excellent communication and interpersonal skills. Ability to prioritize and complete projects within deadlines. Bachelor's degree in Human Resources, Business Administration, or related field preferred. Preferred Qualifications: Experience recruiting for BPO Sales roles such as CSR, RM, and Telesales. Knowledge of employment laws and regulations. Strong decision-making sk...

I have an Excel file with a macro that I need to be updated for compatibility with Excel for Mac 2019 or later. The current macro's compatibility with macOS is unknown to me, and I need an expert to assess and modify the code as needed. Key Requirements: - Update the existing macro for compatibility with Excel for Mac 2019 or later. - Ensure the modified macro functions correctly on a MacBook Pro 2018 intel OS Ventura. Ideal Skills and Experience: - Proficient in Excel VBA and macros. - Extensive experience in adapting macros for cross-platform compatibility. - Knowledge of macOS compatibility issues with Excel macros.

...Mexico City. - Conduct a thorough competition analysis of the black beans market in the city. - Identify and document the pricing trends of black beans in the local market. Target Audience: - Consumers: Understand their preferences, purchasing habits, and expectations. - Retailers: Identify key players, their pricing strategies, and market positioning. - Distributors: Explore current distribution networks, challenges, and opportunities. Ideal Candidate: - Located in Mexico City for on-ground research. - Strong background in market research and analysis. - Understanding of the food industry, specifically beans, is a plus. - Proficient in Spanish and English for accurate data collection and reporting. - Excellent communication skills to interact with different stakeholders. This...

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I'm in need of a skilled photo editor who understands how to manipulate details to enhance the visibility of cracks in a specific photo. The desired outcomes of this project include: Add the cracks to the original photos (1&2) Listed example photos of what needs to be done on original photo (3&4) The final deliverable should accentuate the detail of the cracks, ensuring their features are more visible and pronounced. Please note, the project does not involve the repair or removal of cracks, but rather adding them. Photo editing professionals with experience in fine-detail manipulation and a keen eye for detail are ideal for this project. Please provide examples of similar projects you have completed.

Need to find a programmer who understands computer networks and knows c# or python programming

I'm seeking an expert in dynamic routing of capsules networks with a focus on accuracy. This project involves: - Enhancing the dynamic routing algorithm to achieve higher accuracy in image data analysis, primarily for healthcare applications. - Applying the improved algorithm to four distinct datasets for thorough evaluation. Key skills and experience for this project include: - Proven expertise in dynamic routing of capsules networks. - Strong background in medical image analysis. - Familiarity with the healthcare domain and the unique challenges it presents. The goal is to push the boundaries of current dynamic routing techniques to deliver a more precise and reliable method for medical imaging. A successful project will not only result in improved accuracy but w...

...to ensure it is clean, consistent, and free of errors. Data Annotation: Label the data appropriately for training machine learning models. 3. Model Development Feature Engineering: Identify and create relevant features from the raw data that will be used to train the machine learning models. Algorithm Selection: Choose appropriate machine learning algorithms (e.g., decision trees, neural networks) for the task. Model Training: Train the models using the prepared dataset, ensuring they learn to accurately diagnose hormone imbalances. Model Tuning: Fine-tune the models to improve their performance, adjusting parameters and using techniques like cross-validation. 4. Integration with Medical Data and Devices EHR Integration: Develop mechanisms to integrate with electronic...