Machine learning projects for beginnersproiecte

I am looking for a talented content designer to create a series of learning guides for AP Statistics. The ideal candidate would be familiar with the AP Statistics syllabus and can design engaging and educational content. Key Requirements: - Design a total of 33 learning guides - Formats to include PDF, E-book, and Word Ideal Skills and Experience: - Experience in educational content creation - Strong design skills - Familiarity with AP Statistics is a big plus File 1 is a sample learning guide to be designed. File 2 is a rough idea of what is expected from the designer I'm aiming for these guides to be both informative and visually engaging for students. Please note that you will be provided with 33 learning guides. The ...

...and visually appealing learning guides for an AP Statistics course. Key Responsibilities: - Design visually engaging and interactive learning guides, 33 in number, for an AP Statistics course - Ensure the guides are clear, concise and easy to follow - Create an engaging user experience to promote learning - Incorporate suitable graphics and visuals to aid in understanding Ideal Skills and Experience: - Proven experience in content design, particularly for educational purposes - Excellent grasp of design software and tools - Proficiency in creating engaging and interactive materials - A background in statistics or education is a plus File 1 is a sample learning guide to be designed. File 2 is a rough idea of what is expected from the de...

...compatible with macOS - The primary goal of this app is to increase the functionality of device management for iPhone users. - The application should assist users with entering recovery mode, restoring firmware, and downloading files - Please provide examples of your past work that demonstrate your programming abilities Tasks: - Develop the User Interface: Design a user-friendly interface using SwiftUI. Implement UI components such as progress bars, buttons, and status indicators. - Implement Core Functionalities: Use Alamofire for handling firmware downloads. Utilize libimobiledevice for interacting with iOS devices to enter recovery mode, DFU mode, and perform restores. Use Core Data or SQLite for storing downloaded firmware files and application data. -...

...PowerPoint presentations for my Grade 5 Math classes. Expectations: - Create PowerPoint decks that cover the 5th-grade math curriculum. - Implement nice interactive animations to make the presentations visually appealing. - The presentations should be lively, engaging, and suitable for an in-person classroom setting. Ideal Skills: - Proficiency in PowerPoint and creating engaging presentations. - Understanding of the Grade 5 Math curriculum. - Experience in educational or e-learning content creation is a plus. The goal of this project is to make the learning experience more interactive and enjoyable for my students. This is a long term bulk order, I will be paying $2 for 1 lesson of PowerPoint. If you are not ok with this, please DO NO BID. ...

I'm in need of a Machine Learning Engineer who can help fine-tune Llama3 with a custom dataset. Key Requirements: - Experience with Machine Learning - Proficiency in Llama3 - Ability to work with custom datasets - Strong understanding of model fine-tuning - Familiarity with Python, R, or Java The project involves adapting Llama3 to our specific application, which requires significant customization. The ideal candidate should be able to work with custom datasets, and optimize this model to ensure accuracy.

...need of an expert Instructor in Python for advanced machine learning. You should have a strong background in neural networks, natural language processing, and reinforcement learning. The ideal candidate should: - Be proficient in Python - Have deep understanding and experience with neural networks, natural language processing, and reinforcement learning - Be able to teach advanced machine learning concepts - Have prior experience as an instructor in an online setting Your role would include: - Preparing course material - Delivering lectures in a clear, understandable way - Providing assignments and projects for students - Offering guidance and feedback - Assisting students with any questions they may have This project is ...

As an artist seeking freelance engagements, I'm keen on collaborating with creative projects of various kinds. While my primary skill set is centered around artistry, I'm open to exploring and contributing to diverse projects that require creative insights, unique perspectives, and an artistic touch. Key responsibilities within the projects may include: - Conceptualization and creation of digital illustrations and graphics - Assistance in creating branding and corporate identity assets - Collaborating with teams for logo design and other visual elements The ideal candidate for this role will have: - A strong background in artistry, with a focus on digital illustrations - A keen eye for design, branding and corporate identity - An unders...

**NO OR LIMITED EXPERIENCE IS OK - FEEL FREE TO APPLY. DO NOT USE GENERIC BID TEXT (NO COPY PASTING)*** Role is perfect for motivated and learning individuals who are eager for feedback and want to grow skills. Duration is 30 days internship. Those who surpass expectations will receive a serious offer to stay on team with better compensation. Sample tasks and responsibilities include, and are NOT limited to: 1. Research key topics or areas of interest and presenting options for the next steps. -> googling 2. Executing next steps and promptly executing action items from discussions. -> take instructions and act fast 3. Propose options from research as requested -> more googling 4. Be able to advise proactively on details including step by step d...

...context of emotional expression. 2. Text Analysis: Implement state-of-the-art NLP techniques to extract sentiment and emotion from textual data. This involves sentiment polarity detection, emotion classification, and fine-grained sentiment analysis. 3. Image Analysis: Utilize deep learning architectures such as convolutional neural networks (CNNs) to extract features from images and recognize emotional cues, facial expressions, and body language. 4. Audio Analysis: Employ signal processing and machine learning techniques to analyze audio signals and identify emotional content, including speech sentiment and intonation patterns. 5. Multi-Modal Fusion: Develop innovative fusion strategies to combine information from multiple modalities and generate comprehensive s...

...design engineer to provide the design for a high-capacity denest machine to be used specifically in the food industry. The designed machinery needs to be able to handle 1000+ trays per hour. Key requirements for the job include: - Profound experience in mechanical design, specifically for machinery used in the food industry. - Knowledge and understanding of denest machines and their operational mechanics not essential but beneficial - Proven track record in designing machinery that can perform at high capacity. - Familiarity with safety and hygiene standards in the food industry. - can produce 3D model and manufacturing drawings Your role will involve developing a comprehensive design which ensures the functionality, longevity, and efficiency of the ...

I am in need of an experienced professional to configure my Dream Machine Pro for my home network. I live in Langley, BC, Canada, and require the setup for various purposes, majorly: - Remote work - Smart Home functionality The network will accommodate 1-10 devices. We will be dealing with different types of Smart Home devices in my residence, which include: - Smart speakers and displays - Smart lights and switches - Security and cameras The ideal professional for this task should possess excellent networking skills, particularly in setting up and configuring Dream Machine Pro systems. Experience in configuring Smart Home devices would also be a considerable advantage for this project.

I need a visualization expert to create a single slide framework for an educational content. This framework will encompass both text and images. Key Requirements: - The slide should be designed as a tool for educational content, so the visualization should be clear, engaging, and conducive to learning. - The text should be structured, clear, and simple bullet points. use only main word, the description is there for clarification not to be included in material. Ideal Skills and Experience: - Previous experience in designing educational content or visualizations would be highly beneficial. - Proficiency in creating engaging and informative visual content. - Ability to effectively structure text in a way that is easy to understand and highlights key points. Pl...

I'm in search of a professional app developer with expertise in mobile app development and NextJS, as I have two projects lined up. Key Project Details: - I'm looking for a cross-platform mobile app that works efficiently on both iOS and Android platforms, alternative to presenting a plastic card. This will be the primary focus of the development work. - The application will have a primary feature that I will disclose during our discussions. Ideal Skillset: - Extensive experience in mobile app development, particularly within the realm of cross-platform apps. - Proficiency in NextJS is a must as one of the projects involves its usage. - A good understanding of user experience and user interface design will be an added advantage. The app will link to our s...

...specifically learn about underwriting retail properties. I'm looking for an experienced professional to teach me the ins and outs of this process. Key Areas: - I require a thorough understanding of market analysis. - I need to learn how to use financial modeling effectively in underwriting. Preferred Learning Format: - I'd like to have interactive sessions. I learn best through real-time engagement and possibly some Q&A. Skills and Experience Needed: - Deep expertise in commercial real estate, particularly in retail properties on excel - Proven track record of underwriting retail real estate deals. - Strong teaching and communication skills to make complex topics understandable. - Experience in conducting interactive learning sessions. Please i...

...Firebase ONLY to help bring my project to life. The app should be able to interact with a cloud-based database. This is essential for the app's functionality. There are no specific design or branding elements to consider at this stage. The ideal candidate will be someone who has a strong background in Android app development using MIT App Inventor and Google's Firebase The app will work like so: I have 3 machines. Once a day I check their operation as maintenance. If something is wrong I need to put a tick on a checklist and a Editbox to add comments for each machine. Also, I need the app to note me when it is programmed to change oil in one machine. Then I need all this log to update a cloud Firebase database. This database should be able...

...teams to identify automation opportunities and design effective workflows. Data Handling: Work with large datasets to ensure accurate and up-to-date information. Task Execution: Instruct AI systems to perform specific actions, such as data processing, content generation, or predictive analytics. Continuous Learning: Stay informed about AI advancements and best practices to optimize system performance. Qualifications: Technical Proficiency: Familiarity with AI concepts, machine learning, and automation platforms. Problem-Solving Skills: Ability to analyze business processes and design effective AI solutions. Communication: Clear communication to collaborate with cross-functional teams and understand user requirements. Adaptability: Willingness to learn and ada...

I am seeking a knowledgeable writer to compile an informative guide to self-funded insurance, geared towards aiding Human Resources. The guide should cover the following: - Understanding self-funding: detailing the what, why, and how of self-funding. A clear explanation for beginners is desired. - Implementing and administrating a self-funded plan: step-by-step instructions on getting and managing such a plan in an organization. The information should be presented through clear, accessible written content, as well as visually engaging infographics and real-life case studies. An ideal candidate would have experience in the insurance industry, particularly with self-funded plans, and in creating easy-to-understand guides or materials. Strong research, writing, and graphic desig...

...autism levels (such as severe autism, mild, medium, lower, or no autism, etc). For example, maybe you can see Face landmark detection () that has a confidence score. I expect you will find a better technique. By applying the following feature techniques: facial expression analysis, gaze analysis, body movement analysis, speech and language processing, social interaction metrics, activity recognition, contextual information integration, and temporal dynamics analysis, all aimed at extracting comprehensive features from human video data to identify autism spectrum disorder. If you have work experience in computer vision, machine, and deep learning, specifically on video datasets, please let me know with a few of your sample

VM CREATION (1 VPS BIND) os CentOS 8 & 9 Stream MINIMAL Direct installation or co...CentOS 8 Linux. (Recommended) panel add install: nginx server VARNICH APACH very important !!!!!snaphopt image creation just servers working (just os) (without admin panel)!!!I want to be able to do restores, for a new installation of another panel, if necessary.! !!! !! !!!!!! link to server add SSL ADD ALL PHP CGI AND FMP (latest 6 versions)PHP AVAILABLE FOR CUSTOMER FOR ALL SERVER ADD PHP VERSION 7.9 PACHT FMMPEG add latest version change SSH22 port verification example: ns1 . add IP.: add a Mac machine adds IP.: adds mac Example of adding HOSTENAME:

I'm in need of a professional video editor to polish my YouTube content, which primarily focuses on photography training and travel tips. Key requirements include: - Editing my video footage and creating a professional lookin...Editing my video footage and creating a professional looking youtube video that can be uploaded after my approval. - Ability to edit travel footage, keeping it engaging yet educational Potential candidates should ideally possess: - Strong video editing skills with experience Youtube video creation - Working with deadlines - Innovative and creative editing techniques to keep viewers engaged while learning - Excellent attention to detail ensuring the highest quality content is delivered. Looking forward to creating captivating Youtube educational co...

...uses machine learning to curate content based on user preferences. The dashboard will feature an AI-driven recommendation system that not only presents news articles but also provides analytical insights into trending topics and sentiment analysis of news content. Objectives: Main Goal: Develop a web application that personalizes news content for users based on their reading habits and preferences. Secondary Goals: Implement data visualization features to display trends and sentiment analysis of news articles. Minimum Requirements: Content Aggregator: Develop a system that pulls news data from various APIs or web scraping. User Profile Management: Create functionality for users to register, login, and specify their interests and preferences. Recommendation ...

I'm looking for a skilled web developer who can create a personal website for me. I want the site to have certain features Key Features: - Course Information and Syllabus: I expect to have a section where I can upload all the necessary information regarding the courses I'm taking. - Student Login and Registration: There should be a secure login system for students to access the personalized information. - Grades, Student Education History, Fee Details: The website should allow me to keep track of my academic performance, educational history, and fee details. - Time Table: A feature that allows me to maintain my schedule and plan my time effectively. - Downloadable Documents: Users should be able to download important documents, such as course materials or as...

I'm looking for a skilled web developer who can create a personal college website for me. I want the site to be similar to my college's official website, but with some unique features. Key Features: - Course Information and Syllabus: I expect to have a section where I can upload all the necessary information regarding the courses I'm taking. - Student Login and Registration: There should be a secure login system for students to access the personalized information. - Grades, Student Education History, Fee Details: The website should allow me to keep track of my academic performance, educational history, and fee details. - Time Table: A feature that allows me to maintain my schedule and plan my time effectively. - Downloadable Documents: Users should be a...

I need a professional with experience in developing machine learning models that can help me create a model that will calculate true odds for horses in races. Your main task will be to analyze past performance data, race results, and betting data and develop a model that can find positive expected values within the races. Key requirements: - Experience in developing machine learning models for predictive analytics. - Ability to work with and analyze horse racing data. - Strong understanding of odds calculation and betting practices in horse racing. I'm looking for candidates with a strong background in statistics and data analysis, particularly in the field of sports betting. Successful freelancers should include their experience ...

I'm in need of a skilled individual or team to help me with a machine learning project focusing on image classification. The purpose of the models is primarily for classification, not any other form of analysis. Key Requirements: - The models will be working with image data, so experience in deep learning and image processing is a must. - The processing needs to happen in real-time. It's a critical aspect of the project. Ideal Skills: - Proficient in image processing and deep learning techniques. - Experienced in developing and deploying real-time machine learning models. - Strong background in image classification and neural networks. If you have a portfolio or past project that demonstrates your abilities in these areas, I�...

...student. Key Responsibilities: - Design and deliver online tutorials specifically in Algebra, ensuring that the content is engaging and age-appropriate. - Ensure that the student grasps key Algebra concepts, and can apply them in problem-solving scenarios. - Regularly assess student progress and understanding, and adapt teaching methods as necessary. - Create a positive and encouraging online learning environment. Ideal Candidate: - Proven experience teaching math, particularly Algebra, to middle school students. - Strong understanding of online teaching methodologies and tools. - Excellent communication skills, with the ability to explain complex concepts in a simple manner. - Patient, encouraging, and able to adapt teaching to meet the needs of the student. - Availab...

I'm in need of a skilled individual who can create detailed plans for a wood model that will be cut with a CNC machine. The model will be 1:20 scale and will be used to demonstrate how joints work and how the model can be easily disassembled. Key Requirements: - Expertise in designing plans for CNC wood cutting. - Understanding of model making principles. - Ability to create detailed plans suitable for 1:20 scale. - Prior experience with designs involving joints and easy assembly/disassembly is a plus. The plans should be clear, detailed, and precise to ensure a successful CNC cutting process. A keen eye for detail and a passion for craftsmanship are highly valued.

I need an Android developer for some easy tasks and for long term I need a new android developer for long term I need work form Pakistan or Indian developer

I'm looking to have a chat feature added to my online tutoring platform to facilitate both one-on-one and group conversations between tutors and students. The primary purpose of this chat function is for instant messaging. Key Features Needed: - Instant Messaging: A real-time chat functionality that allows tutors and students to communicate seamlessly. - Group Conversations: The chat should support group conversations as well as one-on-one chats. - Message Read Receipts: The ability for users to know if their message has been read by the recipient. - Typing Indicators: This feature will show when the other person is typing to enhance real-time communication. - Offline Messaging Capability: The chat should allow users to send messages even when the recipient is offline, ...

I'm seeking a very well experienced developer who has an existing comprehensive and user-friendly Learning and Development (L&D) Enterprise Solution, which should include Learning Management System (LMS), Training and Development Software. This solution should be able to manage of a large number of courses. Key Features Required: - Course Management: The software should allow for the easy creation, organization, and tracking of training courses. - User Management: It should include features to manage, assign, and track user participation in various courses. - Reporting and Analytics: The system should offer robust reporting capabilities, providing insights into user progress, course completion rates, and other key metrics. - ETC Ideal Skills and Experience: ...

I am in need of a skilled contractor can decompile Fermworks software, bypass, and integrate with working with the LabView 2019. Labview is activated al...need of a skilled contractor can decompile Fermworks software, bypass, and integrate with working with the LabView 2019. Labview is activated already, Fermworks not, although not sure how well Labview is activated. The Unicorn 5.31 software is activated, but its not recognizing the machine, so need networking or driver fix fir this. Key Requirements: *Experience in using a decompiler like x64dbg or similar tools. • Familiarity with desktop-based software. • Must be able to complete the process without the need for additional purchases. *Teamviewer, Anydesk connection Skills Required C Programming C++ Programm...

I am seeking a full-time Data Analyst in the IT industry. - You must have comprehensive knowledge of various programming languages, database design, data modeling, and strong numerica...seeking a full-time Data Analyst in the IT industry. - You must have comprehensive knowledge of various programming languages, database design, data modeling, and strong numerical abilities. - Previous experience in IT industry and analyzing large and complex data sets will be preferable. - Being detail-oriented, having problem-solving skills and possessing a decent understanding of machine-learning algorithms would be considered a strong plus. - Essential qualifications include a degree in Computer Science or a similar field. Please apply if you have the necessary skills and inter...

I'm looking for a developer who has already done or can do this work as soon as possible. This is a slot machine that a user can roll up/down with his finger. When the result is less than 0, then produce error sound otherwise produce success sound.

I’m hosting a contest for the recording hand gestures on video. We will be selecting multiple winners. If you are proficient with ASL (American Sign Language) this will be easy for you. $25 per approved ASL video ASL knowledge is preferred but not required. Some gestures are unique and NOT part of ASL. We have a spreadsheet with a list of gestures and an example video that you can use as a reference. The end result of the entries will be used to train a machine learning system. Requirements -recording must be .mp4 format -Gestures must be recorded in a well lighted area. -You must have a solid color shirt on... no patterns. -You must do the gestures in the order they appear in the spreadsheet -Each gesture you do, you must speak the name of th...

I am in immediate need of a Senior Machine Learning Engineer who has an advanced level of experience in the field. Your expertise in machine learning should be well-proven and you should be able to demonstrate this with your resume. Key Skills & Expertise: - Advanced level of experience in machine learning - Direct experience with Decision Trees, Logistic Regression, and Neural Networks - Previous engagement with Fraud Analytics projects is a must - Exceptional analytical and problem-solving skills Your primary responsibility will be to apply your machine learning skills to a fraud analytics project, so previous experience with similar projects is highly beneficial. If you have the right experience and can provi...

I require a skilled professional to develop a machine learning model for predictive analytics revolving around weather data. The end objective is to accurately predict air quality. Main Responsibilities: - Development of a predictive analytics model using machine learning techniques - In-depth handling and processing of weather data Ideal Candidate: - Solid experience in Machine Learning, with a focus on predictive analytics - Proficient in handling and analyzing weather data - Skilled in integrating and adapting machine learning models into software applications - Previous experience in air quality analysis will be a plus Overall, the project focuses on leveraging weather data to foresee air quality conditions. Your train...

I need someone who can deliver me pdf, IGES and STEP files for producing my products on a CNC machine. See attached pdf as an example...

I'm looking for a professional English trainer to help me improve my spoken English. I prefer online classes and aim to achieve an intermediate level of proficiency. Key areas I wish to focus on are pronunciation, vocabulary building, and conversational skills. Ideal Skills and Experience: - Proven experience in teaching English, particularly to intermediate-level learners - Proficiency in teaching pronunciation, vocabulary, and conversational English - Previous experience in conducting online classes - Familiarity with effective language learning methodologies. Please share your teaching approach and relevant experience when applying.

...Us: Joining our team presents an exciting opportunity to advance your career in the IT industry amid the remarkable growth of the US job market. As part of our prominent company, you'll contribute to cutting-edge projects that shape the future, positioning yourself at the forefront of innovation. With comprehensive support programs, we ensure a seamless transition into our team, empowering you to hit the ground running and excel in your role. What You Bring: - Over 8 years of experience as a Python Developer, specializing in web API development, data analytics, and machine learning. - Proficiency in Python and related frameworks/libraries such as Django, Flask, NumPy, Pandas, and scikit-learn. - Strong communication and collaboration skills, with the ability t...

...professional who can help me with a machine translation project. I need Google Colab notebock that automates the translation process using pre-trained Arabic translation models. This notebook will: * Efficiently translate the entire (Multi-News) dataset. * Enable Try first some examples then compare the translation with the translation provided by chatGPT * Find a way to measure the similarity between the 2 translations, check if you can use Rouge. Here is what the job involves: - **Purpose of the Translation:** My intention is to use this translation to train my deep learning model. The translations will be used to train the transformer for a specific project, meaning that the quality and accuracy of the translations are crucial. - **Desired Output:** The ...

I am in need of a seasoned DevOps engineer who has hands-on experience in working with Elasticsearch and Grafana. Although I have already set up and configured both systems, I need to fetch key metrics from an on-premise Windows machine and feed them into Elasticsearch. Key Tasks: - Fetch specific metrics: I need the DevOps engineer to configure the system in a way that it can fetch CPU usage, memory usage, and disk usage metrics from the on-premise Windows machine. - System optimization: While I have already set up the system, I am looking for someone who can optimize the performance of the system and make it more efficient. Ideal Skills: - Proficient in Elasticsearch and Grafana: The freelancer should have proven experience in working with these systems. - Window...

I'm looking for a skilled and experienced JavaScript/React tutor to help me improve in the following areas: - State management - Component architecture - Performance optimization The ideal candidate should have: - Extensive experience with JavaScript and React - A strong understanding of state management, component architecture and performance optimization - Excellent teaching and communication skills - Availability to start immediately - Experience in teaching advanced students.

I'm in search of a professional Python developer with deep understanding in machine learning to assist with a project. Here's what you should know: - Unfortunately, I did not specify which machine learning tasks I needed support with, but your extensive knowledge in the field should enable you to adapt and adjust as necessary. - I'll require a machine learning source code that can be readily integrated into a project. The final outcome would be a robust, versatile source code that is free of bugs and scalability issues. - The entire source code base should be scripted in Python. If you are proficient in Python and have comprehensive experience in coding machine learning algorithms, you could be a perfect fit for...

I am looking for a talented Earth Engine expert to build a model that will allow me to effectively identify potential dumpsites using satellite imagery and the Random Forest machine learning algorithm. Key Responsibilities: - Collect and preprocess satellite imagery data - Develop an Earth Engine model capable of identifying potential dumpsites Ideal candidate should: - Have experience in satellite imagery analysis - Be proficient in using Google Earth Engine - Be skilled in developing and implementing Random Forest machine learning algorithms Your work will empower me to proactively identify and address potential dumpsites, contributing significantly to environmental protection and waste management.

I'm seeking a proficient and experienced content writer to develop engaging and captivating scenario-based learning modules for a training program. This project will benefit from someone with: - Prior experience and expertise in creating content for various training programs - Deep understanding and knowledge in leadership development and employee engagement - Experience in designing scenario-based learning material which engages the trainees and contributes to better learning outcomes Your key role will be constructing easy to understand, compelling interactive learning scenarios ensuring a high degree of user interactivity that will assist the comprehension of the training programs. It's important not to forget to incorporate elemen...

We need an expert to produce content for our card-based learning platform. The content will specifically focus on: - Banking procedures Ideal skills should include: - Expertise in banking and financial services - A profound understanding of card-based learning and content creation - Ability to impart complex procedures in a detailed, yet easy-to-understand manner Our focus is for learners to grasp fully optimised banking operations. We require a detailed walkthrough, so freelancers would be providing comprehensive, step-by-step guides on various banking procedures. This is a creative yet strategic role, perfectly suited for someone well-versed in both the banking industry and engaging content creation.

I'm in need of an advanced level M3 ERP trainer with specific experience in the retail industry. Your expertise and knowledge will be pivotal in aiding the efficient use of our ERP system. - Key Responsibilities - Training users on the functions of M3 ERP - Providing advanced learning techniques for M3 ERP retail applications - Helping in troubleshooting issues and solving complex M3 ERP queries Exposure to a retail environment and advanced understanding of M3 ERP will be key to provide the level of training required. The ability to adapt training to different learners and level of understanding will also be beneficial in this role.

I am on the lookout for an adept freelance copywriter who is proficient in both German and English. Our need primarily concerns: - Crafting content for brochures and website edits - Ideally, the copy will maintain a balanced approach, merging technical specificity with more general appeal to convey our B2B software-as-a-service (SaaS) offerings to potential customers. Your ability to deliver clear, persuasive, and engaging writing optimized for a B2B audience is critical for this project. In addition, you may occasionally be tasked with creating social posts, reports, blog posts and providing translations from English to German, making bilingual proficiency a must. Our German marketing team largely focuses on our SaaS product (specifically, our learning...

We are seeking a skilled developer to set up and program a framework using Apache Kafka for distributed messaging. The project aims to establish an efficient and scalable messaging system that can handle high-volume message processing and filtering. Project Overview: The developer will be responsible for setting up Apache Kafka on a Windows environment and developing a master script and worker scripts to facilitate distributed messaging. The key requirement is to implement a mechanism for bulk-reviewing messages in the queues every 10 minutes to filter out unnecessary messages and optimize system performance. Responsibilities: Apache Kafka Setup: Install and configure Apache Kafka on a Windows machine. Set up the necessary Kafka topics, partitions, and brokers...