Matlab project pso algorithmmunkák

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    2,000 matlab project pso algorithm munka, árazás ebben: EUR
    Project for Basil A. Véget ért left

    Hi Basil A., I noticed your profile and would like to offer you my project. We can discuss any details over chat. Üdvözlöm Basil.A Uszta Karolina vagyok, a Rate Software Licence Kft. nevében kerestem fel Önt. Lenne egy Matlab kompetenciát igénylő projektünk és amennyiben aktuális lenne szeretnénk Önnel felvenni a kapcsolatot, egy beszélgetés erejéig ahol pontosítanánk mire is gondolunk. Szeretném elkérni az elérhetőségét ezen beszélgetés megtartása céljából. Köszönettel, Karolina

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    Automata Theory & algorithm ----Automata Theory & algorithm

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    Ray Analogy Matlab Véget ért left

    Develop Matlab system by using ray analogy

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    i need you simulate my project ( !hpE1gZrK!32mCV-J9-ZcPuAMqo4V-0w4eiF75w58F41kUthhRBA0 )

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    i need you simulate my project ( !hpE1gZrK!32mCV-J9-ZcPuAMqo4V-0w4eiF75w58F41kUthhRBA0 )

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    read ( !p80BEJiA!NF0jeo7n3k6pgNM7zzDD9iSYQksV7G3V7Wk83Nwna7E ) deadline 3 days

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    I'm in urgent need of a talented designer to create captivating YouTube thumbnails in both English and Hindi for my content. Key Requirements: - Design thumbnails that are visually striking, en...style, tone, and branding of the channel. Skills and Experience: - Proven experience in graphic design, particularly in creating YouTube thumbnails. - Proficiency in using relevant design software and tools. - Familiarity with creating multilingual content, especially in English and Hindi. - Strong understanding of digital marketing and YouTube's algorithm. - Ability to work under tight deadlines without compromising on quality. I need this project completed as soon as possible, so please factor in your availability when bidding. Looking forward to seeing your portfol...

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    I'm looking for an experienced AI developer to create an algorithm that generates unique, creative images of CEOs. The focus of this project should be on producing images that push the boundaries of style and innovation, rather than replicating reality. Key Features: - Generate images with an emphasis on Creativity - The subject matter should be centered around CEOs - Portraits should still retain enough detail to be identifiable The images are for personal use, so there's a room for experimentation! Ideally, you'll have experience in AI image generation, an eye for art, and a knack for pushing creative boundaries.

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    Description: I am looking for a skilled Matlab developer with expertise in machine learning and signal processing to build a cryptocurrency trading signal application. The core of this project will be to implement an LSTM (Long Short-Term Memory) neural network that utilizes techniques like Fourier transform among other signal processing methods to generate buy and sell signals based on historical cryptocurrency data. Key Project Requirements: - Data Handling: The application should be able to import and use cryptocurrency data from this Kaggle dataset: Binance Full History. - Signal Processing: Integrate Fourier transform and other signal processing techniques to analyze the data. - Model Implementation: Develop and train the LSTM neural network model to predict po...

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    Mobile Game Developer 6 nap left
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    *** Please Read Before Messaging *** At this time I am just looking for quotes, if you are serious about this project please send me a direct message with a FULL quote. I will be making a more clear guideline to the app layout later on but for now here is the summary of what I am looking for: I want to build a completely virtual, 3D claw machine game. I will need a specific prize algorithm coded into the game so that the prizes don't spit out at random and we are able to control profit flow. The game will come with 10 free tokens for daily play, but will push sales of additional tokens to win prizes. The boxes in the claw machine will just be color coded boxes that align with the colors on the prize page. This game will need an admin panel, a user page, payment ...

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    I’m looking to build a follower base for my novels. I'm looking to organically grow my Instagram follower base. I aim to see gradual, consistent growth over time. My primary focus is to enhance the number of followers, which would in turn improve my brand’s reach and awareness. Key requirements for this project include: - Profound understanding of Instagram's algorithm and community guidelines - Proven track record in growing follower base for product or service-based profiles - Ability to deliver results in a steady, non-spammy manner, ensuring the growth aligns with Instagram's terms of service - Familiarity with engagement tactics to maintain and increase audience interaction The ideal freelancer for this job will have a blend of social media ...

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    I am seeking a coder versed in both C and Matlab to transform a small-sized C code into an efficient Matlab version. The C code involves complex loops and data structures which are to be accurately replicated in Matlab. Key tasks: - Conversion of input/output handling from C to Matlab - Translation of mathematical operations to Matlab functions/specifications - Re-implementation of control flow logic in Matlab environment The freelancer should possess experience with both C and Matlab, demonstrating a clear understanding of both the syntax and structures of the two languages. Familiarity with intermediate-level loops and data structures in the application of code translation is a plus. The project demands a meticulous approach to ...

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    I require assistance with creating a Neural Network using Matlab, specifically designed to recognize and keep track of a truck's speed and acceleration performance. The aim of the project is to support monitoring driving safety and efficiency. Ideal Skills and Experiences: - Strong foundation in Matlab operations and functionalities - Deep understanding of Deep Neural Networks and its uses - Knowledge in performance matrices for vehicles, specifically trucks - Previous experience in Image Recognition - Proven track record in similar projects

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    ...recording project designed for speech recognition training. In this project, you will: - Engage in natural dialogs about 6 topics are provided (36 options) - Each topic must be 15 minutes of natural conversation - Record these conversations in two methods, which applications and also Skype. It needs two phones during the recording and need to be together on the same room with the parnert. Ideal candidates are native Portugal Portuguese speaker if aren't native but have the accent can also participate , with good conversation skills, and have access to recording equipment. A partner with the same skills is also needed. We need 2 persons , so the candidate must have a dialogue partner (anyone around them is ok). We will use this recording for speech reco...

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    Helyi
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    Golf "Hole in One" Registration App 6 nap left
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    ...a machine learning algorithm to search and sift through different scorecards to check if they indeed get a hole in one is vital The ideal freelancer for this project would have experience in: - Developing mobile applications for both iOS and Android platforms. - Integrating payment gateways into applications, preferably with options for discussion. - Creating user-friendly and engaging interfaces for an app that will primarily attract golfers. - Implementing a secure and reliable system for registration and prize distribution. Please note that the project's success will largely depend on the seamless integration of these features and a user-friendly experience, so attention to detail and a passion for app development are key. Looking forward to discussing the p...

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    I'm in need of an expert who can create an algorithm that recommends similar fonts. The specifics of the project include: - Using provided inputs such as a reference font, the number of similar fonts desired, and a boolean to include or exclude fonts from the same family. - The primary objective is font recommendation. The details for the comparison criteria aren't specified, so your professional judgment will be key.

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    I'm in need of an AI/ML expert with a strong background in reinforcement learni...learning algorithms and federated learning frameworks. Here’s what I’m looking for: Skills & Experience - Solid knowledge and experience with reinforcement learning algorithms and federated learning frameworks. This is a non-negotiable. Objective - The primary aim of this project hasn't been decided yet. But your suggestions and professional advice will be very much appreciated, and potentially, highly impactful to the project's direction. Target Platform - No specific platform has been decided for deploying this project yet. However, your insights will be valuable in making this determination. Feel free to bid if you have the necessary skills and experience....

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    if anyone is ready to provide me a work for this title : Panoramic Image Stitching Using CNN by Matlab or Python, pls contact me, we can discuss more.

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    I'm in need of a dynamic and skilled team to develop a comprehensive Matrimony App available on iOS, Android and Web-based platforms. Key Features: • User profiles: These should include personal information, photos, as well as education and career details. • Matchmaking algorithm: Implement an effective and user-friendly matchmaking algorithm for an optimal user experience. This will play a vital role in the overall success of the app. • Messaging System: Allow seamless communication between prospective partners. Ideal Skills and Experience: Strong knowledge of app development across multiple platforms, prior experience in similar apps, especially with the development of matchmaking algorithms and secure messaging system, will be extremely beneficial.

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    I'm looking for a female candidate who can help me create short video/reel content for my girls fashion retail store. The content will be used to increase brand awareness on ...be from Bangalore, preferred nearby electronic city Key Responsibilities: - Crafting engaging and trendy video content that resonates with our target audience - Ensuring all content is in line with our brand image and messaging The ideal candidate should have: - A keen sense of fashion and trends - Experience in creating video content for social media - A strong understanding of Instagram's algorithm and audience preferences - Excellent communication skills - A creative mindset to produce vibrant and unique content If you're a creative and trendy content creator with a passion for fashion, I...

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    Project Description: Calling all audio engineers and remix enthusiasts! We're excited to announce a remix contest where you'll have the opportunity to showcase your skills by editing and transforming a classic track. Your challenge is to take the song "Pump It Up" *Danzel and creatively replace the phrase 'pump it up' with 'level up'. The modification must seamlessly integrate into the track, maintaining the original singer's voice and style. Requirements Source Materials: Obtain high-quality versions of the following: "Pump It Up" *Danzel Instrumental Version "Pump It Up" *Danzel Acapella (vocals only) Edit the Acapella: Using audio editing software, replace every instance of the phrase 'pump it up' with...

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    Kiemelt Garantált
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    Matrimony Website Development 5 nap left
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    I'm looking for a skilled web developer who can help me bring my matrimony website idea to life. - The website should have user registration and login features for both brides and grooms. - An advanced search filter would be crucial to help users find their ideal match quickly and efficiently. - I'm also looking to incorporate a matchmaking algorithm into the website to provide personalized match suggestions. In terms of user interaction, I'd like to have a messaging system where users can communicate with each other securely. Additionally, an 'express interest' feature would be great, allowing users to express their interest in a match without directly messaging them. Ideal Skills: - Proficiency in web development with front-end and back-end experti...

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    ...my college project. Key responsibilities will be to aid in motor control and visualizing real-time Lidar data. Specific requirements include: 1. Implement FastSLAM algorithm – You will need to have a thorough understanding and experience in implementing this particular SLAM algorithm. 2. Utilizing Python – All coding tasks should be performed using Python. 3. Deliver Real-time Lidar Data Visualization with: - Map Display: A real-time map should be drafted using the Lidar-scanned data. - Moving Trajectory: Display the accurate position and movement trajectory of the SLAM system. Having a background in working with Raspberry Pi and Arduino, while specializing in FastSLAM and Python, will be the ideal skillset for this job. I look forward to br...

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    I'm looking for a skilled professional who can develop an Algo Credit Risk Manager for my operations based in Riyadh, Saudi Arabia. Here are the specifics: - Cr...historical credit risks we've undertaken. - Real-time Risk Monitoring: This is crucial for our proactive risk management approach. Being able to monitor real-time risks is a priority. - Portfolio Risk Summary: The ability to generate a concise summary of our portfolio risks would be very helpful. The ideal candidate for this job should have a strong background in finance, credit risk management, algorithm development, and data integration. Experience with developing similar software for financial institutions or credit agencies would be a big advantage. A deep understanding of the Saudi Arabian financial sy...

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    Greetings, We are assembling a dynamic team and currently seeking 4-5 proficient Electrical Engineers to join us for a long-term collaboration. This opportunity is ideal for individuals with expertise in electronics, power systems, and communication systems. Key Requirements: - Strong command over MATLAB for data analysis, simulation, and modeling. - Proficiency in VHDL and Verilog for hardware description and digital circuit design. - Experience with multisim or similar simulation software for circuit analysis and design verification. This collaboration offers an exciting chance to work on diverse projects spanning electronics, power systems, and communication systems. We are committed to fostering a collaborative environment that encourages innovation and professional growth. ...

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    I require proficient help for an image processing project. The main objective is to detect conditions like diabetic retinopathy and cataracts in images. Development needs: * Recognise the mentioned conditions using Python, MATLAB, or LabView. * Implement and optimize neural networks, machine learning principles and image segmentation techniques. * Enhance images to increase detection accuracy. Skills & Experience Required: * Proficiency in Python, MATLAB, and LabView. * Sound understanding of neural networks and machine learning principles. * Solid skills in image segmentation. * Previous work in medical image processing, especially in ophthalmology, is a plus.

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    I'm in need of a talented developer wh...real-time. Key requirements for the project include: - Utilizing the News API to collect news in both Hindi and English - Implementing an efficient and effective algorithm to summarize the news into 100 words - Ensuring the summarization process takes place in real-time - Optimizing the application for high performance The frequency for data collection from the News API should be every 15 minutes. Ideal Skills and Experience: - Proficiency in working with APIs and data collection - Strong background in natural language processing and summarization algorithms - Previous experience in developing real-time applications - Familiarity with both Hindi and English languages is a plus - High proficiency in the programming language re...

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    We ar...understanding of Google’s algorithm and current SEO best practices. - Experience with local SEO strategies and optimizing for a specific audience. - Capability to adjust website content to be SEO-friendly. - Strong analytical skills to implement effective SEO strategies. Deliverables: - Implementation of an SEO strategy designed to significantly improve our search engine rankings and visibility among our target audience. Project Duration: - This is a one-off project, with potential for future engagement based on the success of the initial improvements. We are eager to collaborate with an SEO expert who can make a substantial impact on our search engine presence. If you are skilled in transforming SEO insights into tangible results, we invite you to app...

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    ...prediction project. Key Task: - Implement a transformer-based pixel prediction using Python with a focus on image data. Key Deliverables: - Leverage your expertise in Python to develop a high-performance pixel prediction algorithm. - Utilize image data efficiently for the prediction process. - Present the outcome of the prediction in the form of insightful visual graphs. Desirable Experience: - Extensive knowledge in Python programming - Familiarity with image data processing and analysis - Previous experience in AI and predictive modelling - Proven track record in creating visually appealing and easily understood graphical data presentations. Your ability to be detail-oriented, deliver on schedule and maintain an open line of communication will be key to the success...

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    ...recording project designed for speech recognition training. In this project, you will: - Engage in natural dialogs about 6 topics are provided (36 options) - Each topic must be 15 minutes of natural conversation - Record these conversations in two methods, which applications and also Skype. It needs two phones during the recording and need to be together on the same room with the parnert. Ideal candidates are native Portugal Portuguese speaker if aren't native but have the accent can also participate , with good conversation skills, and have access to recording equipment. A partner with the same skills is also needed. We need 2 persons , so the candidate must have a dialogue partner (anyone around them is ok). We will use this recording for speech reco...

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    I'm in need of a C# program that can hash files as quickly as PowerShell does. The program should be able to hash image files and all other types of files at the same speed, while utilizing the SHA-256 hashing algorithm. Additionally, it would need to read and write data efficiently. Key requirements: - Develop a C# program to hash files. - Implement the SHA-256 hashing algorithm. - Ensure the program reads and writes data smoothly.

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    I'm looking for a well-experienced C++ programmer who can optimize edge and lines detection algorithms for a parking space detection project. Key Requirements: - Significant expertise in C++, with a main emphasis on advanced algorithms; - Experience with implementing edge and line detection algorithms; - Familiarity with Windows as the developed software should be compatible with this platform. Expected Deliverables: - An enhanced algorithm that can create an edge and lines detection of parking spaces output more effectively. Please ensure to showcase your past experiences on similar assignments in your proposal.

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    Instagram Growth Specialist 5 nap left
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    I'm looking for a skilled social media manager to handle our Instagram account. The primary goal of this role is to maintain our content quality and grow our followers. Key Responsibilities: - Manage content creation and posting - Develop a strategic growth plan - Engage with followers to boost engagement Ideal Skills an...account. The primary goal of this role is to maintain our content quality and grow our followers. Key Responsibilities: - Manage content creation and posting - Develop a strategic growth plan - Engage with followers to boost engagement Ideal Skills and Experience: - Proven experience in growing an Instagram following - Strong content creation and curation skills - Understanding of Instagram's algorithm and best practices - Excellent communication a...

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    I'm seeking an SEO expert versed in creating high Domain Authority (DA) backlinks. The primary purpose of this project is to improve my website's search engine ranking, particularly on Google. Key Requirements: - Ability to build high DA 60+ backlinks - Proficiency in leveraging Google's search algorithm for improved ranking - Extensive knowledge of English-language websites for backlink placement Ideal Skills: - Demonstrated success in improving Google search rankings - Ability to navigate and leverage English-language websites - Extensive SEO expertise in creating high DA backlinks Preference will be given to freelancers who can showcase previous works demonstrating their SEO successes on Google.

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    ...elements, including meta tags, headers, and content, to improve search engine rankings. Implement technical SEO improvements, such as site speed optimization and mobile-friendliness enhancements. Monitor website traffic, rankings, and analytics to identify opportunities for improvement. Develop and execute link-building strategies to increase domain authority. Stay up-to-date with SEO trends and algorithm updates to adapt strategies accordingly. Requirements: Proven experience in SEO optimization with a strong portfolio of successful projects. Proficiency in SEO tools such as Google Analytics, Google Search Console, SEMrush, or similar. Excellent communication and writing skills for content optimization. Strong organizational and time-management abilities. Tech-savvy with a go...

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    ...role of YouTube Content Sr. Executive at Vativa Design & Development in Chennai. This position is ideal for someone passionate about crafting engaging content, managing video production, and optimizing strategies for YouTube channels. Responsibilities: - Is able to work full-time on the project and meet deadlines consistently - Upload 5 shorts per day with a focus on SEO keywords. - Implement SEO and keyword optimization techniques to boost subscribers and viewership - Is familiar with YouTube's algorithm and best practices for channel growth - Willingness to undergo a trial period. - Package: INR 35,000 - 40,000 per month Requirements: - Bachelor's degree in any discipline - Demonstrated proficiency in video editing software like Vizard, Adobe Premiere Pro...

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    We are working under an expedited deadline (less than 1 month) to integrate machine learning with our unit commitment problem (UCP), specifical...our unit commitment problem (UCP), specifically focusing on renewable energy sources (RES) - solar and wind energy. Key responsibilities: - Implement neural networks in the machine learning algorithm. - Expertly merge UCP with RES (both solar and wind energy). - Expert in unit commitment problems Ideal candidate: - Proven experience in machine learning - Familiarity with neural networks - Strong understanding of renewable energy systems - particularly solar and wind - Ability to meet tight deadlines Your expertise in neural networks and renewable energy is pivotal to the success of this project. Let's make the world more...

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    ...this project is to manage and categorize approximately 1,000 records, with the ability to sort them by date or reminder type. The platform should also allow for these records to be printed daily. Key Features: - Reminder system: This should be able to send email notifications as reminders. - Privacy: Secure login page that is protected by a username and password setup. Ideal candidate should have a strong background in app or web development, with a demonstrated experience in handling databases, creating secure login environments, and email notification systems. Good understanding of efficient record sorting algorithm is a plus. The ability to create an interface that is simple and for one user only, myself. It does not have to be user friendly. This is a very straigh...

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    Rejtett
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    I have a database with 200,000 SKU's from retail sales, unfortunately lacking category, subcategory, and brand details. I'm seeking a skil...details. I'm seeking a skilled professional who can assist in mapping these details effectively. Key Deliverables: - Utilize a data matching algorithm to automatically map the SKU's with high accuracy (90-95%). - Present the final output in an Excel spreadsheet. Ideal Skills: - Proven experience in data matching and SKU mapping. - Proficiency in using data matching algorithms. - Experience with handling large datasets. Accuracy is paramount for this project, as the mapped details will be used for further data analysis and decision-making in our retail operations. A high level of precision will be crucial in ensuri...

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    As the client, I am seeking a knowledgeable and experienced NetLogo developer to assist ... I am seeking a knowledgeable and experienced NetLogo developer to assist with an undefined traffic flow simulation project. The details of the project purpose, specific model or algorithm, and features needed are not yet defined, which calls for freelancers who are intuitive, adaptable, and great at problem-solving. - Experience with NetLogo framework - Background in traffic simulations - Capability to make critical decisions and recommendations in absence of specific project details - Creativity to design efficient traffic flow simulations with minimal guidance - Willingness to engage in an iterative, collaborative process - Excellent communication skills, as the pr...

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    C# Program Hashing Fix Needed 4 nap left
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    I need a C# program that hashes text strings using SHA-256 hashing algorithm. The current program I have was designed to hash data, but I've noticed it does so in a different order than PowerShell. This is problematic for my workflow, as I need the two to hash data in the same order for consistency. Key Requirements: - Make the C# program hash data in the same order as PowerShell using SHA-256 - Ensure the program is efficient and secure - Document the changes made for future reference Ideal Skills: - Proficient in C# programming - Expertise in working with hashing algorithms, especially SHA-256 - Prior experience with data consistency issues - Strong understanding of security protocols and best practices Please include your relevant experience and approach in your bid.

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    ...team on a freelance basis to develop cutting-edge software for electronic component counting. Project Overview: We aim to create a software solution capable of accurately counting electronic components based on weight measurements. The concept involves establishing a database of various components, each with its corresponding full and empty package weights. The counting process will occur on a scale, where after placing the component on the scale, the software will deduct the empty package weight from the total weight to determine the number of components remaining in the package. Key Requirements: Proficiency in software development, particularly in the realm of database management and algorithm design. Experience with integrating software with hardware components such...

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    I'm seeking a social media manager adept in lead generation to maintain my business's Facebook and Instagram pages. The primary goal is to generate leads; therefore, the ideal candidate should possess strong marketer instincts in converting page visitors to potential customers. You'll be expected to: 1. Page Maintenance: Create and optimize both F...your tasks will be to conceptualize and implement weekly specials based on discounted products. Experience in promotional and sales-oriented content development is therefore invaluable. Overall, I'm looking for someone with a blend of creativity, strategic social media marketing skills and a proven track record in lead generation. Previous experience in similar roles and excellent knowledge of algorithm nuances for ...

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    ... this audience loves to invest time and money in fashion and beauty. Key Responsibilities: - Gaining genuine Instagram followers within the target demographic - Leveraging strategies that attract followers with specific interests in fashion and beauty Ideal candidate: The perfect freelancer for this project has: - Proven experience in social media growth, specifically Instagram - Expertise in identifying and engaging target demographics - A robust understanding of Instagram's algorithm and growth strategies - Skills in attracting followers with specific niche interests, particularly in fashion and beauty. This is a fantastic opportunity for anyone experienced in growing an Instagram account, targeting specific demographics, and has a keen interest in attracting a...

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    I'm seeking ...retention. - Content Creation: Create and suggest a range of content that is appealing to teenagers, young adults, parents, and families, ensuring it aligns with my channel's goals. The ultimate objectives of this project are to: - Increase Subscribers: Using your expertise, you will need to help me grow my subscriber base. - Generate More Views: Your video optimization skills should help increase the overall views. - Monetize the Channel: I aim to make this channel a profitable venture. Ideal qualifications for this position include a deep understanding of YouTube's algorithm, experience with video editing tools, and a knack for creating engaging content for a wide range of demographics. A proven track record of successful channel growth and m...

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    I'm seeking a talented MATLAB coder who can assist with a specific task. I need a professional who can perform a load flow analysis on a 5 Nodes – seven lines - Power Network. The key deliverable is a set of comprehensive numerical reports that provide a detailed understanding of the system's load flow. These reports should help to identify areas of concern, ensure the system's overall stability, and help in making informed decisions about the infrastructure. Key Skills: - Proficiency in MATLAB, particularly in power system analysis - Strong understanding of load flow analysis - Ability to generate and interpret numerical reports The ideal candidate should be able to deliver high-quality work within a reasonable timeframe.

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    I'm seeking a social media expert to help raise awareness of my brand among professionals, aged 25-45, on Facebook. The main goal is to increase visibility and reach within this target demographic. Key Responsibilities: - Develop a comprehensive content plan for daily posting - Create engaging, shareable content that resonates with the audience and aligns w...creation and social media management - Understanding of the professional demographic on Facebook - Experience in scheduling and optimizing social content - Excellent communication skills I'm looking for someone who can take the reins on this campaign and ideally, has experience working with similar clients. A creative approach and a deep understanding of Facebook's algorithm and tools are crucial to ensure the...

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    I am in need of a skilled developer with experience in creating automated trading algorithms for the Interactive Brokers platform. The goal here is to design an algorithm that will execute trades according to a set of custom rules I've established. Key requirements and expectations for this project include: - The algorithm needs to be developed in Python - Trades should execute on Interactive Brokers and plot custom rules on TradingView. - Custom rules are provided by the client and not based on common indicators like Moving Average Crossover or RSI. - No manual intervention required; trades solely based on custom rules. - Experience in optimizing entry and exit orders for large orders or low liquidity scenarios required. - Trading signals, such as support and r...

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    ...progress and provide feedback If you have a passion for teaching and a strong background in machine learning, I would love to hear from you. Please provide examples of similar work you have done in the past. #Machine Learning Algorithms# -Linear regression -Logistic regression -Decision tree -SVM algorithm -Naive Bayes algorithm -KNN algorithm -K-means -Random forest algorithm -Dimensionality reduction algorithms -Gradient boosting algorithm and AdaBoosting algorithm #Types of Machine Learning Algorithms# -Supervised Learning -Unsupervised Learning -Semi-supervised Learning -Reinforcement Learning I need totally 14 article. Each article must consist of 1500 words. Python should be preferred as the programming lang...

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