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...Azure environment. The virtual machine (VM) and network resources have already been configured, but the project requires finalizing the setup to ensure the service is accessible both within and outside of Azure (internal and external IP). We are seeking an experienced professional who can complete the following tasks: Required Services: Review the current configuration of the virtual network and VM in Azure. Complete the network parameter setup to ensure the video call service is accessible over the Internet, including the configuration of firewall rules and network security if necessary. Install and configure all necessary components and dependencies on the virtual machine for the operation of video calls. Ensure secure interaction between the virtual machine and...

I'm seeking a developer with proficiency in MERN stack, machine learning, and WebSocket technology. - Your primary task will be to develop a web application using MERN stack, emphasizing ReactJS for the front-end. - You'll also need to implement predictive modeling using machine learning in the application. - The chat functionality will require the use of WebSocket technology for seamless real-time communication. Ideal candidates should have: - Extensive experience with ReactJS and MERN stack development. - Proven expertise in machine learning, particularly in predictive modeling. - Familiarity with WebSocket technology and its implementation in chat features. Please provide previous work samples or a detailed portfolio showcasing your skills in these a...

I need a Python-based machine learning program that can predict stock prices based solely on historical stock prices. Key Features: - Utilizes Historical Stock Prices: The program should be trained on historical stock price data. - Use these models: CNN-LSTM, ARIMA-LSTM, RNN, random forest models, and plot a single graph and predict for next 'n' days. - Educational Purpose: I'll be using this program for educational purposes, so it should be designed for easy understanding and manipulation. - Interactive: It should have interactive charts and graphs to better visualize the data. I also need the program to allow me to input different data sets, so that I can test its accuracy and learn more about its workings. Ideal Skills: - Strong understanding of machine ...

...averages. These features are critical in assessing the strengths and weaknesses of the teams. - Predictions Update Frequency: I would like the model to update its predictions after each match. This will ensure that it's always as close to real-time as possible, which is crucial given the dynamic nature of cricket tournaments. The ideal candidate for this project will have experience in AI and machine learning, particularly with sports-related data. Familiarity with Google Cloud will be a plus, as the model will need to be hosted on this platform. The ability to work with large datasets and derive relevant features from them will be essential. If you have experience with similar projects, or can demonstrate a strong understanding of the requirements, I'd love to...

...everything I have read and am aware of will provide much easier development path forward which is Flutter. This app heavily relies on Bluetooth Low Energy and requires high throughput of BLE connections and also requires allowing multiple BLE connections up to 5 connections but could support more the problem is bandwidth starts to run out after more than 5 BLE connections to my SFM2 9DOF wearable IMU product. The BLE portion of the App works quite well and would not need touched/improved for Phase 1.1 BUT I need it to be understood that any Development Team I would have working on this app would need to have a solid understanding of Bluetooth Low Energy and ability to use Native BLE support from Android and iOS. SENSR-LOGR Mobile App can be found on the App Store and Go...

...investor data and add to the CRM for future offerings and marketing. A transaction Deposit system connecting to our title company account banking system. Automated responses and tracking the transaction from beginning to end tied to our accounting software and UI. Investor UI to track offers, deals in contract and to closings. The entire system will be connected to various third party systems with Machine Learning identifying efficiencies, flagging increased project costs and properties on the marketplace that may be sitting on the market longer than expected. Enterprise UI will be created and also pulled from third party project manager UI (graphs etc). Database repository for each project will be housed on the 3rd party project management software. Enterprise system will have c...

I'm looking to add flair to my YouTube page via a captivating 3D logo intro and a thrilling channel trailer. - The Logo Intro: I'm after a modern 3D design for my logo introduction. I hope to see it come alive using engaging and dynamic movements. A bright and colorful theme is preferred to align with my channel's energy. - The Channel Trailer: I want this to be action-packed, catered to leave the viewers at the edge of their seats. Consistency is key, so a bright and colorful scheme is important here as well. Freelancers with experience in 3D animation, video editing, and distinctly vibrant color schemes will be most suited for this task. Knowledge of the modern aesthetic and how to create suspenseful action scenes is crucial too.

I'm in need of a unique logo and strategically chosen brand colours that will not only establish a strong identity for my online chess academy for kids but will also create recognition and attract my target audience aged between 5-15 years old. Ideal Skills: - Expertise in graphic design - Proficiency in color theory - In-depth understan...graphic design - Proficiency in color theory - In-depth understanding of children's preferences in design and colors. - Experience in educational or kids-related branding would be a great plus The end goal is to connect with our young audience and position our academy as an exciting, accessible point of entry into the world of chess. Please incorporate elements that resonate with both the vibrant energy of youth and the intellect...

I'm in need of skilled mechanical engineers with experience in the electric vehicle (EV) space for a unique project. We are looking for vehicle development engineers with expertise in CAD design/development skills (Fusion 360/Inventor/SolidWorks), with DFM/DFA/GD&T and manufacturing experience for CNC machining, molding, casting, sheet metal and forging. The Project: - I'm working on a new, innovative vehicle. While I'm not disclosing a specific audience at the moment, the vehicle is similar in scope to an electric bike or electric scooter. Your passion and experience with the EV industry and your ability to think outside the box will be highly valued. I look forward to seeing your proposals.

In this project, you'll be developing a Flutter application for home automation, with a specific focus on lighting control. Key Features: - The app should allow users to have complete on/off control over their home lighting systems. - It needs to include a scheduler, enabling users to set specific on and off times for their lights. - The scheduling feature should also accommod...different days. Skills and Experience: - Extensive experience in building Flutter applications is essential. - A solid understanding of home automation systems and how they function is preferred. - Experience in implementing scheduling features into an app would be advantageous. Let's transform the way people interact with their lighting systems, making their lives simpler and their homes more e...

I am seeking a skilled graphic designer to create inspirational and motivational t-shirt designs for a young adult audience (18-35). Key Requirements: - Mastery in creating vibrant and colorful designs to resonate with youthful energy. - Experience in designing apparel, preferably t-shirts. - Have a portfolio showcasing creativity and adaptability. - An understanding of current design trends targeting young adults. - A knack for crafting inspirational and motivational themes into visually stimulating designs. The ideal freelancer for this project should have a keen eye for combining visuals and text in a way that effectively delivers motivational messages. Pride in producing quality, original designs that truly engage and inspire the target demographic is a must. I look forward ...

I'm in need of a PyQt5 professional who can assist me in implementing a machine learning algorithm. The set-up will involve the following: - Execution within a single window application - Creation of 2-3 windows within the application The ideal candidate must have extensive experience with PyQt5 as well as a strong understanding of machine learning. Experience in data visualization will also be considered a plus.

I'm in need of a PyQt5 professional who can assist me in implementing a machine learning algorithm. The set-up will involve the following: - Execution within a single window application - Creation of 2-3 windows within the application The ideal candidate must have extensive experience with PyQt5 as well as a strong understanding of machine learning. Experience in data visualization will also be considered a plus.

...schedule appointments for possible solar panel installations - Educating them about the advantages of using solar energy and our installation services - Capturing and sending us information such as the current electricity usage, roof and shading details of the clients Your qualifications for this job should include: - Proven experience in telemarketing or appointment setting - Strong communication skills and the ability to explain complex concepts in a simple manner - A good understanding of the solar power market and its benefits This is a great opportunity to be part of the green energy revolution and make a difference. If you have the needed skills and an interest in renewable energy, I'd love to hear from you. What is 4 + 3 ? Include in your message so I...

I am seeking a web designer to create a website for my business. The main purpose of the site is to convey information about the services we provide. Titus LCV is a utility scale renewable energy developer. We specialize in developing solar, wind power and collocated/stand alone batter energy storage systems. Key items to consider: - The website will cater to both businesses (B2B) and individual consumers (B2C). This should be reflected in the design and language used. - The provided content will mainly be in narrative form and will include stock pictures. Therefore, a balance between imagery and text must be achieved. - Our current website is I frankly cannot stand the design, font or narrative. - Good examples of competitor websites are; https://belltownpower

Hi, please design me a Mug Set with 4 Mugs. Each cup should have an element fire, water, earth, air. Fire: Use vibrant reds and oranges to represent the dynamism and energy of fire. You could use flames, a phoenix, or volcanic landscapes as motifs. Fire symbolizes transformation, passion and energy. Water: Blue and turquoise hues are great for conveying the calming properties of water. Wave patterns, sea creatures, or a stylized representation of rain could provide appealing designs. Water represents emotion, intuition and purification. Air: Air can be visualized with light blue and white tones that suggest lightness and clarity. Design elements could include clouds, birds, or abstract representations of wind. Air represents intellect, communication and freedom. Earth: ...

I am looking for an expert in Machine Learning with a strong understanding of different classification algorithms. The objective of this project is to classify numerical data with the ultimate goal of optimizing decision-making. - Your task will primarily involve: - Applying various Machine Learning algorithms for classification - Ranking these algorithms using Multiple Criteria Decision Making (MCDM) The specific algorithms to be used in the project haven't been decided yet, so I will need your professional guidance on the ideal ones to choose. In addition, the criteria for ranking the algorithms are open for discussion. - Required Skills and Experience: - Profound knowledge in Machine Learning and data classification - Experience in working wit...

I need a skilled Python developer to refine my current, functional code dedicated to a machine learning-based guessing application, potentially using decision trees. The main task is to make the code unique, clean, and efficient. Though it's not a tough job, it could be time-consuming due to the attention to detail required. Ideal Skills & Experience: - Expertise in Python programming - Experience with machine learning algorithms (preferably decision trees) - Strong attention to detail to create unique solutions - Good problem-solving skills to foresee potential issues and improvements The work may involve: - Parsing through my existing code, understanding functionality - Identifying areas for code uniqueness and efficiency - Implementing these changes without los...

I am in need of a data scientist with a specific skill set. You will not only be expected to conduct comprehensive data analysis, but will also need to develop machine learning models and optimize various processes. Key Responsibilities: - In-depth data analysis - Machine learning model development - Process optimization Skills and Experience: - Proficient in Python - Extensive knowledge in the field of industrial automation I strongly prefer someone who has specific knowledge and experience in industrial automation over someone with general data science skills. Your expertise in the specifics of this industry will be invaluable to this project. A proven track record in this industry will be highly appreciated.

Seeking 20 casino-related Norwegian websites for guest posting purposes, specifically within the DR 20-30 range. - Content Preferences: I'm interested in sites that offer casino reviews, slot machine guides, poker and online casino strategies, as well as any card game tips. - Site Design: Ideally, these websites should have a simple and user-friendly interface, ensuring a seamless experience for readers. The specialists I'd like to collaborate on this should ideally have: - Substantial knowledge in iGaming industry. - Experience in website analysis particularly in the field of Domain Rating analysis. - A strong grasp of the Norwegian language. Please submit a list of suitable websites along with your proposal. i need this list by tomorrow 20:00 UK time.

I'm searching for an experienced mechanical engineer to design a robust packaging machine. The primary purpose of the machine will be for food packaging, specifically tray filling - a process that needs to be both precise and efficient. Key requirements: - Design the machine's ability to handle food items, considering sanitation and durability. - The machine should integrate tray filling as the core function. - Ensure the machine design is energy efficient and user-friendly. Skills and Experience: - Proficient in designing industrial machines. - Previous experience in the packaging industry, specifically with food items. - Knowledge of FDA Food Packaging Regulations for compliance. - Mastery in using design software like AutoCA...

I'm seeking a proficient Python developer with experience in machine learning and TensorFlow expertise. My project involves: - Overcoming an existing obstacle with my existing code to make it run on Google Collab - Providing a Read me file explaining how to run the project and explain what is happening and also what changes are to be made must be mentioned. - Find and Explain how to use the dataset and what could be done to improve the accuracy of the model further. Ideal candidates have a solid background in Python and TensorFlow for handling machine learning tasks. Your experience with Google Colab will greatly benefit this project as you'll be troubleshooting code specific to this platform. The code for the paper attached below can be found at

I'm seeking a skilled developer to create a carbon trading website for Renewable Energy Certificates (RECs) that will also feature the integration of a native digital currency called "gaga". Gaga will be pegged to a real-world value, for example, we can start at 1 Gaga = $1000. Users can use Gaga to buy and sell RECs and earn rewards for renewable energy initiatives. The currency should be seamlessly integrated into the website with user-friendly wallets and transaction interfaces, security and compliance are top priorities. Key Functionalities: Blockchain Integration: 1) Establish a secure system to record and verify renewable energy transactions. 2) Ensure the protection and immutability of all recorded data. API Development: 1) Create a communicat...

I'm seeking a talented freelancer, preferably with experience in machine learning and image processing, to build a system capable of detecting forged signatures from a dataset of JPEG signed pictures. The objective here is to distinguish between forged and authentic signatures, hence your role will entail: - Designing a smart algorithm capable of signature analysis. - Implementing a system for inputting PNG images of the said signatures, both authentic and forged. - Testing the overall model accuracy using a provided train and test datasets. Ideally, you should have prior experience in implementing machine learning models specifically for image recognition purposes, as this will be critical in driving the project's success. Familiarity with software development ...

...the Healthcare sector, we're specifically focused on securing energy refunds for our clients. We're in need of an experienced English-speaking phone appointment setter who can persuasively liaise and secure meetings with prospective clients in the healthcare industry. Your responsibilities would include: - making calls to follow up our email campaign to Nursing Homes - Setting appointments for financial consultation regarding energy refunds - Maintaining a consistent call schedule - Maintaining CRM, database records Ideal Skills and Experience: - Prior experience in appointment setting, specifically in the healthcare or financial services sectors - Strong communication skills and fluency in English - Knowledge about energy refunds will be a bonus -...

...Therapist: "Sensory bins are fantastic for providing tactile and visual stimulation. Encourage your child to explore the textures, scoop, pour, and sift through the materials, stimulating their senses and fostering curiosity." [Cut to the child exploring the sensory bin, with the therapist offering encouragement and suggestions.] Narrator: "Next, we have 'Bubble Play'." [Therapist sets up a bubble machine or prepares a bowl of bubble solution.] Therapist: "Blowing and popping bubbles is a delightful sensory experience that promotes oral motor skills and visual tracking. Encourage your child to blow bubbles, reach out to catch them, and pop them with their hands." [Cut to the child joyfully interacting with the bubbles, with the therapi...

I'm in need of a deep learning expert with specific experience in Convolutional Neural Networks. The primary goal of this project is to bolster our search engine ranking through effective link building. To achieve th...model will be trained on textual data from websites, which I have available for this purpose. Your responsibilities will include: - Developing an effective CNN model - Training the model with the available textual data - Implementing the model for link building Ideal candidate should have: - Proven experience in deep learning, specifically with CNN - Previous success in link building through machine learning - Proficiency in Python and relevant deep learning libraries - Ability to work independently and meet deadlines please don,t bid fake profile.....if i ge...

I'm seeking a talented artist to draft a cartoonish, colored caricature intended for use on my social media profile. - Caricature Style: I am all in for a caricature with a playful and exaggerated cartoonish style, full of energy and color. You should be able to capture my personality in a fun and exaggerated way. - Colored Art: The caricature will need to be in color, so proficiency in color blending and balance is essential. - Social Media Purposed: The finished product should align with the dimensions of most social media platform profile pictures and leave a lasting impression. Ideal Skills: - Excellent caricature drawing skills in cartoonish style. - Strong coloring skills. - Familiar with social media profile picture requirements. - Good listener and communicator, abl...

...systems is essential. • I require the output of this project to be technical blueprints, therefore expertise in drafting technical designs is paramount. • An understanding of how to design systems for easy maintenance will be a big plus. Superb knowledge of mechanical and industrial design, specifically with chiller and boiler systems, is ideal for this job. Experience in the wine industry and with energy conservation methods are also highly appreciated....

...adept at encoding both images of skin tumors and medical records. Your skills should cover complex data handling and feature extraction from these diverse datasets. Aiming for pristine results, I require the software to deliver a high accuracy level - above 95%. Experience in medical imaging and record processing is inevitably ideal and advantageous. This task requires a deep understanding of machine learning models, image processing, and artificial intelligence. Python programming, database management, and user interface design skills are crucial for the success of this project. The chosen freelancer will exhibit excellent problem-solving capabilities and a keen eye for detail. Write a final report (MS Word or PDF) that meets the following requirements: a. Structure: Introd...

...developers with a strong background in AI for an upcoming software development project. The software should primarily work to enhance business efficiency through intelligent data analysis and machine learning applications. Key Features: - Capable of performing complex data analysis. - Incorporate sophisticated machine learning algorithms. Purpose and Users: This tool will be used in construction industry by engineers and contractors for communication of Instructions and development of IPOs. Skills and Experience Required: - Expert knowledge of Python and Flutter. - Proven experience in AI, particularly machine learning. - Experience in developing data analysis tools. - Familiarity with developing software applications for construction co Summary: The envisioned p...

...for the KITE and ICICI Direct trading platforms. Key Responsibilities: - Develop an algorithm that authenticates automatically onto the KITE platform for trade execution and monitoring. - The algorithm must trigger a trade based on Indices (nifty or Banknifty). - There should be functionality that allows for exiting an existing trade and placing a new one. - It needs to run from a local machine. - The system should evaluate trading time and indices performance before exiting any trade. The ideal candidate should have: - Experience in developing automated trading systems, particularly indices based trades - Strong knowledge and working experience with Python - Experience with trading on the KITE and ICICI Direct platform - Demonstrated understanding of nifty and Banknifty...

...for the KITE and ICICI Direct trading platforms. Key Responsibilities: - Develop an algorithm that authenticates automatically onto the KITE platform for trade execution and monitoring. - The algorithm must trigger a trade based on Indices (nifty or Banknifty). - There should be functionality that allows for exiting an existing trade and placing a new one. - It needs to run from a local machine. - The system should evaluate trading time and indices performance before exiting any trade. The ideal candidate should have: - Experience in developing automated trading systems, particularly indices based trades - Strong knowledge and working experience with Python - Experience with trading on the KITE and ICICI Direct platform - Demonstrated understanding of nifty and Banknifty...

...seeking a skilled professional in machine design, particularly in the IRONCAD software, to develop a high-speed packaging machine for food items such as snacks and produce. Key Requirements: - Design the machine with a packaging speed that exceeds 500 packages per hour without compromising the product's integrity. - The machine should be capable of handling food items, ensuring hygiene and food safety standards are met. The ideal candidate would have extensive experience in machine design, particularly in the food industry, and a strong proficiency in IRONCAD, Solid Works. I'm looking for someone who can bring not just technical expertise, but also an understanding of the specific challenges involved in food packaging. A strong portfolio s...

...trading website specifically for Renewable Energy Certificates (RECs). It needs to be user-friendly with easy registration and login, efficient REC trading facilities and integrated with a cryptocurrency wallet for our custom digital currency named "Gaga". The platform should be designed to accommodate three main user roles: 1. Trader 2. Investor 3. Administrator Each REC listed on the trading platform must display the following information: - The price of the REC - Quantity available - Seller's information Ideal candidates must possess expertise in web platform development, cryptocurrency wallet integration as well as a profound understanding of the carbon trading environment. Experience in projects related to carbon trading or renewable energy would...

I'm looking for an expert in Python, C# and machine learning, preferably with a background in options trading. The main goal of this project is to blend machine learning with options trading strategies. Key Responsibilities: - Develop machine learning models: I'm aiming for a basic level of complexity, such as linear regression and decision trees. - Code in Python and C#: You should be proficient in both languages, as the software will be primarily in Python, but will also need to interface with C#. Ideal Candidate: - Proficient in Python and C#. - Experience in developing machine learning models, especially in the realm of options trading. - Able to handle the complexity of blending machine learning with trading strategies.

...application for an optimal user experience. Software Testing: Conduct thorough testing of the software application to identify and address any bugs, glitches, or performance issues. Implement effective testing strategies to ensure the reliability and functionality of the Android applications. Collaboration with Hardware Team: Work closely with the hardware team to establish and maintain Bluetooth Low Energy (BLE) connections between the Android application and associated hardware devices. Ensure seamless integration between the software and hardware components for a cohesive and reliable end-to-end solution. In-Depth Documentation: Generate comprehensive documentation for all aspects of the Android application development process, including code documentation, testing procedur...

...Software Engineering teams for flawless integration of AI models into production systems. Continuous Learning : Keep up with the rapid advancements in AI/ML, including emerging tools, libraries, and best practices, applying this knowledge to propel our projects forward. Ethics in AI : Champion ethical AI development, prioritizing fairness, unbiased outcomes, and privacy. Machine Learning and NLP Expertise : Your background in machine learning and deep learning, particularly in neural networks and NLP, sets the foundation for success. Technical Proficiency : With Python fluency and familiarity with AI/ML libraries and tools, including LangChain, OpenAIs GPT, TensorFlow, and PyTorch, you re equipped to innovate. Distributed Computing : Experience with distributed computing f...

...product matching purposes will be highly advantageous. Demonstration of past successful projects of similar nature would also be appealing. Main function: bot serves to matches 'client's product descriptions' to the company's product names. The user will then reply if the product name is 'correct, incorrect, not sure'. All replies must feed back the dataset and the bot for incremental learning (machine learning with human interaction). Scenario: our clients name the products based on their descriptions and not on their names. For instance, for a "Diet Coke" they name: "cola based soda with no sugar"; or "sugarless cola based soda"; or "cola soda, no sugar, fizzy drink"; etc. Combinations are endless. Our bot ...

...models for financial forecasting and implementing anomaly detection systems to identify irregular patterns within financial datasets. - This role requires a blend of statistical analysis, machine learning expertise, and a deep understanding of financial markets. - Excellent communication with the ability to work individually and take the work responsibilities and ownership. Machine learning expertise required for the role: Machine Learning Tools - MLflow, Kubeflow Machine Learning Techniques - Anomaly Detection Machine Learning Deliverables - Time Series Forecasting Other - Data Science, Python, Machine Learning, Data Analysis Data Engineer requirement 8-10 years No Specific JD but the client needs a senior Data Engineer with good technical...

...strong background in machine learning and cybersecurity. Ideally, you should have experience with: - Developing machine learning algorithms, specifically for anomaly detection - Implementing intrusion detection systems - Network security and infrastructure Though the specific tasks weren't outlined in detail, we expect these competencies to be integral to your role in this project. It will involve a large component of anomaly detection and general cybersecurity measures, utilizing machine learning as a tool for enhancing the efficacy of these efforts. In your application, discussing any relevant past work and presenting a detailed project proposal would be beneficial, though it wasn't explicitly stated as necessary. The desired outcome is the enhanceme...

I have a button that should change state depending on the date. The button must be before a certain date, show e.g. “Not open” Then: “Registration” with a link And finally, after another date: “Closed” I use ACF free, Divi and Divi-machine

I need a skilled developer with proficiency in Python and React to build AI tools focused on Natural Language Processing (NLP) and Machine Learning Algorithms. These tools will primarily be used to develop a recommendation system operating on Backlinks patterns. Key Requirements: - Proven experience in Python and React - Strong understanding and experience in NLP and Machine Learning Algorithms - Proven track record in creating efficient recommendation systems - Experience with handling social media data is a plus This project requires a deep technical understanding of AI technologies and a creative mind to implement these in the context of social media. You'll be working with large sets of dynamic data, thus experience in handling such data sets efficiently will be ...

For MoPower, a thriving CrossFit gym, I'm searching for a skilled graphic designer to craft a modern, dynamic logo. This logo will incorporate weights and utilize the gym's catchy name in creative ways such as by displaying the name as a weight bar. Key Details: - The logo color theme should be a mix of red and black, expressing energy, strength and determination - The design should embody a modern aesthetic that captures the essence of our high-energy CrossFit gym - Considering that the logo will primarily be employed for social media marketing, it needs to be clear, eye-catching, and designed to make a statement Ideal Freelancer: An ideal candidate for this project will have an eye for modern design and previous experience in creating logos for fitness or sports...

I am searching for a proficient expert in the field of Battery Energy Storage Systems (BESS), particularly as connected to PV. Your main responsibility will be: - System Sizing - System Design The ideal candidate should: - Hold notable experience in BESS. - Submit a portfolio of previous system designs to demonstrate competence. As active Solar Consultant I have projects all over the world, mostly commercial and utility size, but also residential, and more and more of these now require storage. I am lacking in the Electrical Engineering aspects of these jobs and am looking for regular help.

I need a cover letter for a high voltage substation, maintenance, and turbine engine building job application. The ideal freelancer should be well-versed in electrical engineering concepts. The cover letter should: Only interested in EU job market. Sweden, Germany preferred - Highlight relevant skills in electrical engineering, - Showcase qualif...engineering concepts. The cover letter should: Only interested in EU job market. Sweden, Germany preferred - Highlight relevant skills in electrical engineering, - Showcase qualifications for maintaining high voltage substations and building turbine engines, - Tailor your experience to the needs of the job and sector, - Make a compelling case for why I am the perfect fit. Telecommunications or energy sector experience could be greatly b...

I'm seeking the expertise of a data scientist or machine learning engineer to develop a model for classifying various types of attacks on a KDD dataset. The ideal candidate will have extensive knowledge in the use of autoencoders for feature extraction and GRU models. Key project elements include: * Professionals will need to implement an autoencoder for feature extraction with the core goal of reducing data dimensionality. Prior experience in working with high-dimensional data and in deploying autoencoders is necessary. * Subsequently, the system built should be capable of classifying Denial of Service (DoS), User to Root (U2R), and Probe attacks within the KDD dataset. Good working knowledge of GRU models and the mentioned attacks is required. * The project includes steps to...

...essential for maintaining good physical and mental health. It has numerous benefits, including: 1. Improved cardiovascular health: Regular exercise strengthens the heart and improves circulation, reducing the risk of heart disease and stroke. 2. Weight management: Exercise helps to burn calories and build muscle, which can help with weight loss and maintenance. 3. Increased energy levels: Physical activity boosts energy levels and can reduce feelings of fatigue. 4. Improved mental health: Exercise is known to boost mood and reduce symptoms of anxiety and depression. 5. Better sleep: Regular exercise can help improve the quality of sleep and promote a more restful night's rest. 6. Enhanced brain function: Physical activity has been shown to improve cognitive func...

I need a 3D model created to visualize an invention. The model doesn't need t...system and also show air flow movement about system. We are looking to create a movie showing a process through a facility and flow of product Special considerations will be given to freelancers with a strong portfolio in 3D model creation with substantial attention to exterior design details. The project is for visualization purposes only so you won't need to worry about mechanical parts or electric circuits in the model. Key skills required include 3D Design and 3D Rendering. It has been suggested that a good program to use for this model might be Inventor. An animation of a similar style/level of design, as an example is - :aaid:sc:AP:0687f7f2-13b9-45f3-840a-14b48d4b643a

use one of the following to get high accuracy: - Convolutional Neural Network (CNN) - Radial Basis Function Network (RBF) - Extreme Learning Machine (ELM) - Support Vector Machine (SVM) - Transformer using SUN397 dataset