Binning is a method to manage noisy dataproiecte
...datele preluate din api, facute anumite automatisme, cum ar fi: Method 2nd Half: bet on a team after X matches in a row without more goals in the 2nd half Method +1.5 goals: bet on a team after X matches in a row with less than 2 goals Method +0.5 goal: bet on a team after X matches in a row ending with a 0-0 Method +0.5 goal team: bet on a team after X matches in a row without scoring a goal Method +0.5 goal HT: bet on a team after X matches in a row with 0-0 at half-time Method LAY THE DRAW: bet on a team after X draws in a row Method BTTS: bet on a team after X matches in a row where both teams did not score Metho...
● Python programming combines or individually, at least 6 of Facilities: - use of lists and dictionaries, including the necessary method; - use of sets and tuples, including the method required; - defining and calling functions; - use of conditional structures; - use of repetitive structures; - import a csv or json file into the pandas package; - accessing by place and place; - modification of the measures in the pandas package; - group functions; - treatment of missing values; - deleting columns and records; - statistical processing, grouping and aggregation of data in the pandas package; - processing of data sets with joining / joining; - graphic representation of the after with the matplotlib package; - use of the scikit-learning package (clustering, ...
This is a test project. Do not bid here. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.
Buna ziua, Cautam o persoana care sa se ocupe de un website. Este vorba despre un magazin online, care ruleaza in woocommerce. Cerintele principale ar fii: -optimizarea site-ului -back-up saptamanal -consultate si indicatii pentru diferite modificari Optional o sa intervina si modificari ale website-ului. Va rugam sa ne prezentati pana la 3 proiecte pe care ati lucrat pana acum.
Salut, Lucrez la un proiect in Simulink/Matlab si anume a Maximum Power Point Tracking algorithm (P&O method) with a Boost Converter for a Solar PV . Am facut simularea dar rezultatele nu sunt conform cu ce ar trebuii sa dea. Astept un raspuns sa vorbim mai multe despre pret, timp si exact despre ce este proiectul. Multumesc, Dragos
Am nevoie de o baza de date pentru un producator de jaluzele , cu managemnet clienti, produse, oferte de pret, statusuri, task si calendar . Atasat este explicat tot proiectul . Multumesc
Made and posted on various and multiple sites advertising commercials and advertisements and commercials for various private companies and individuals. I promote my shop online through various businesses. Do not hesitate, prices are low and negotiable. Create and manage Facebook pages Plateaus individuals and private companies, post ads and online marketing advertising and commercial companies, financial companies, auctions, stock exchanges, banks and financial institutions, businessmen, stars and movie stars, fashion, etc
Realizarea unui site electronic, magazin virtual si este exclus CMS-ul (sistem de administrare a continutului) sau e-commerce-ui gata facute. Magazinul virtual de comenzi electronice pentru orice produse, de exemplu portabile, sisteme PC, componente PC, televizoare, monitoare, imprimante, foto, video, software, gaming, electrocasnice (3 produse pe categorie cu poza, pret, detalii) Clientul sa aibă cont de client in care sa poata si gestiona istoricul propriilor comenzi. Administratorul sa : -poata adauga/modifica/sterge produse. -Gestioneze comenzile: prin schimbarea statusului de comanda din asteptare in livrat. -Se gestioneze stocurile -Sa genereze rapoarte, cam vreo 20 Baza de date sa aibă multe tabele preferabil spre 10-20 sau cate se pot face Creation/creating an o...
...experimented freelancer to sell a book for me. The book is also an e-book. I am the author of the book (e-book). The book is in Romanian language for now. It will be in English too, after about one month. But, for now, I want you to sell it in Romania. You will get 50% of the money for each book (also each e-book) sold by you. The book’s price is 25$, and the e-book’s price is 17$. I mention that I have a site (where the buyer can purchase an item); also if you have a better method or a better site through which the book can be sold, we can discuss. You will also get a 10$ bonus if you sell 20 books (e-books). This project is for 20 books sold by you. The book is called "I...
Este vorba despre un proiect in mathlab. Cred ca tu intelegi mult mai bine ceea ce se cere de la acest proiect. Nu vreau ceva complicat , doresc doar o simpla aplicatie.
Hello, I want to encrypt and decrypt FORM strings and POST to page. Salut, Doresc sa criptez si sa decriptez FORM-urile apoi sa POST-ez catre pagina. Exemple/Exemplu FORM: <H1>Create new paste</H1><br/> <form method="POST" action="/add" role="form"> <div class="form-group">Title: <input type="text" name="title" class="form-control" /></div> <div class="form-group">Paste: <textarea cols="50" rows="15" name="paste" class="form-control"></textarea></div> Hidden: <input type="checkbox" name="hidden" value="on" /><br/><br/> <inpu...
Avem urmatoarele task-uri de rezolvat pentru site-ul : 1. A aparut o eroare la sistemul de mailing, adica nu mai primim mailuri de confirmare la inregistrarea comenzii sau alte operatiuni din site, nici noi nici clientii. 2. De creat un data feed pentru site-ul de comparatoare (avem ghidul/modelul de creare si model data feed shopmania, difera putin cele doua) 3. Concurs Newsletter (de creat o pagina a concursului care sa fie usor editabila, adica sa poata fi oricand actualizata de orice persoana de la noi) 4. Avem nevoie de date din adminul vechi al site-ului parfumeriedelux.ro. Site-ul a fost inchis iar baza de date a fost mutata pe serverul noului site. Odata cu mutarea a aparut o eroare care nu ne mai lasa sa vedem vechiul a...
I want a website for travel agency with the following characteristics: - Takeover offers by XML filtering and display - Search engine based on XML travel offers from suppliers - Once found offer the possibility to book and pay - Possibility of creating customer registration account - Section like hotels booking dot com - Section tickenting - SEO - easy to add keywords, metatags, description etc. - Easy to manage the backend - Newsletter - Creating a customer database in the backend ------------------------------- Romana ------------------------------- Doresc un website pentru agentie de turism cu urmatoarele caracteristici: - preluare filtrare si afisare oferte prin XML - motor de cautare oferte turistice pe baza XML de la...
Need a content writer to manage various pages on social networking sites and various other blogs. Additionally the person would need to help in building the content for the main
Doresc crearea unui modul pentru acordarea unui discount pe baza comenzii totale a fiecarui produs (pretul de baza al produsului * cantitate comandata) De exemplu, am un produs ce costa 100 de lei. Pentru o cantitate comandata de 10 buc. valoarea pentru respectivul produs va fi de 1000 lei. Iar pentru comenzi de peste 1000 lei sa ofer discount de 10%, astfel pretul produsului va fi de 90 Lei. Pentru o cantitate comandata de 20 buc. valoarea pentru respectivul produs va fi de 2000 lei. Iar pentru comenzi de peste 2000 lei sa ofer discount de 20%, astfel pretul produsului va fi de 80 Lei. ... si tot asa Formula de calcul: pret de baza*cantitate = x discount pentru pretul de baza = x>1000, 10% reducere discount pentru pretul de baza = x>2000, 20% reducere discou...
...TEMPLATES OR ABLE TO CREATE A NEW TEMPLATE. I'm looking for a skilled Wordpress developer, with proven experience in e-commerce website design and Aiwallex payment gateway integration, for a comprehensive project. Key functionalities: - Payment Processing: Serving as the main transaction handling feature, Aiwallex should be able to accept payments smoothly and securely. - Subscriptions Management: My e-commerce site will offer several subscription services which need to be managed effectively through Aiwallex OR Stripe. - Refund Management: The site should also be able to handle refunds with ease via Aiwallex / Stripe. - English and Chinese site Essential Skills: - Expertise in Wordpress e-commerce (WooCommerce) website develo...
I need an expert in the Nano Cosmos streaming API for a video streaming project. Please provide related example in your proposal. Otherwise, your bid will be rejected.
I'm in need of an expert who can generate auto extended warranty leads in the USA. The leads should be specifically from individual car owners. Requirements: - Experience in generating leads within the automotive industry. - Pro...generate auto extended warranty leads in the USA. The leads should be specifically from individual car owners. Requirements: - Experience in generating leads within the automotive industry. - Proficiency in using online forms as the primary lead collection method. - Ability to gather and validate the following information from leads: vehicle make and model, contact information, and current warranty status. The ideal freelancer for this project should have a strong understanding of the auto industry and be able to work effici...
I'm in search of a bilingual sales agent who can communicate fluently in English. This role will primarily involve selling services, which may include mainly closed sales on chat, cold calling, consultation, or similar. Key Responsibilities: - Communicate with clients in English. - Sell services to potential customers - Manage both cold calls and inbound inquiries effectively - Provide excellent customer service - Maintain detailed records of interactions Ideal Candidate: - Fluently in both English and Spanish. - Previous experience in sales, particularly in selling services, is highly desirable - Excellent communication and negotiation skills - Ability to handle both cold calling and inbound inquiries - Adept at building and maintaining client rel...
I'm in need of an experienced Affiliate Manager with a focus on casino affiliate recruitment. The ideal candidate should be proficient in: - Recruiting new affiliates: You'll be responsible for identifying and recruiting content creators, influencers, and bloggers among others. - Managing affiliate relationships: Building and maintaining positive relationships with our affiliates is a must to ensure they are motivated to promote our brand. - Tracking affiliate performance: It's essential to monitor and analyze the performance of our affiliates to optimize their efficiency and our return on investment. - Paying Affiliates: Efficiently manage payments to affiliates in accordance with the agreed terms. It's ...
I'm looking for an expert to create and manage my business's Facebook page. The primary purpose of this page is to promote my pet-related business. I plan on posting a variety of content, including photos/videos, articles/blogs, and promotions/offers. Your main tasks will include: - Crafting engaging and relevant content - Managing promotions and offers - Responding to comments and messages - Monitoring page insights and adjusting strategies The ideal freelancer for this job should have: - Experience in managing business pages on Facebook - Strong writing and graphic design skills - Understanding of social media marketing - Knowledge of pet industry trends and audience preferences Your creativity and expertise will be pivotal in attra...
...and testing stage of my travel-related app and require a skilled project coordinator to help manage the project. Key Responsibilities: - Managing the project timeline and deliverables: You will be responsible for ensuring that the project stays on track and that deadlines are met. - Coordinating communication between team members: As we have a team of 1-5 people, it's crucial that everyone is on the same page. Your role will be to facilitate effective communication. - Ensuring adherence to agile methodologies: Knowledge of agile methodologies is a must for this role. You will be responsible for making sure that the project is being developed in a way that is consistent with agile principles. - Tea...
...digitally remove the sunglasses from a photo of me while maintaining a highly realistic, believable look. Ideal skills and experience for the job would be: - Proven expertise in photo editing and manipulation - Strong understanding of lighting and texture to keep the image realistic - Proficiency in Photoshop or similar image editing tools - High attention to detail - Previous experience in eyewear removal or similar projects appreciated My guess is the best approach would be to mask out the lenses of the glasses and apply some color adjustments to make the eyes behind the glasses look like the same shade as the skin (effectively removing the blue/green tint). And then to use the clonestamp tool to remove the rim of the g...
I’m looking for someone to help manage reservations at our hotel in Anchorage, Alaska. Duties include: Respond to guest messages on our various sites, review reservations for accuracy (including the various third party sites we work with), troubleshoot problems with the third party sites, charge deposits and cancellations, and confirm that all guests have paid the correct amount. Background: Qupqugiaq Inn is a small anti-boutique hotel located in Anchorage, Alaska. We have 37 rooms. Of these, 19 have private bathrooms, 12 have shared bathrooms, and 6 are tiny Japanese-style sleeping pods. Our website is www.qupq.com. Please look at the site before responding. Our main reservation software is WebRezPro. This transmits room informatio...
I'm currently dealing with a complex land issue. It involves an inherited piece of real estate for which there are no existing records. This has created an urgent need for a reliable professional who has valuable contacts in the Prime Minister's establishment. The core objective of this project will be to sort out this missing land issue. To dive a bit deeper into the problem: - The land was inherited, however, the records are lost. - Previous attempts to address this issue via the local land registry haven't yielded any success. For this project, the ideal candidate should have: - Experience in dealing with land record issues. - Strong contacts within the Prime Minister's establishment. - A proven ability to na...
I’m looking for a proficient web developer to design a platform that serves as a bridge between patients in need of specific medications and pharmacies offering those medications. Key Features: - Search Functionality: The platform should help users (both patients and pharmacies) to easily find what they're looking for. - User Registration/Login: It should facilitate the creation, authentication, and management of accounts for patients, pharmacies, administrators, and moderators. - Secure Payment Options: A reliable and secure payment system is a must. User Roles: 1. Patients 2. Pharmacies 3. Administrators 4. Moderators The registration process must be thorough and secure, it should collect the following information: - ...
...patterns to Museums, Aquariums, and Zoos, in the United States. We are seeking assistance in collecting reported visit counts for the year 2019 from 500 museums, 100 zoos, and 100 aquariums across the United States. We will send you an excel spreadsheet with the name and state of each location we would like visits counts for. Note that these ~700 locations have been pre-selected. Task: - Search the internet for reported visits to each location in 2019 - If you can find the number of visits, please enter that number in the "visits" column AND paste the link to the website / source from which you obtained that number in the "link" column - If you cannot find an official reported figure for 2019 after some amount of time (probably no more th...
...looking for a skilled social media marketer who can help me boost sales and conversions by managing both organic and paid campaigns across Facebook, Instagram, Twitter, and TikTok. Key Responsibilities: - Develop engaging and creative content for regular posts on all platforms. - Manage paid ad campaigns to reach the right audience and ensure a good ROI. - Monitor and respond to comments and messages across all platforms. Skills and Experience: - Proven experience in social media marketing, ideally in e-commerce. - Strong knowledge of Facebook, Instagram, Twitter, and TikTok. - Ability to create engaging and conversion-focused content. - Previous success in managing both organic and paid campaigns. Your work will directly influence our sale...
I'm looking for a Google AdWords expert who can help me to create and manage a campaign that focuses on lead generation for my local service-based business. Key Requirements: - The main goal of this campaign is to generate leads, not just increase website traffic or sales, so you should be experienced in tailoring campaigns towards lead generation rather than e-commerce. - Your understanding of targeting a local audience is crucial. You should utilize all possible local targeting options that Google AdWords offers. - The campaign should be tailored towards individuals seeking services. This means the language, the ad copies, and the landing pages should be crafted to appeal to this audience. Ideal Skills and Exp...
...engineer/product designer that could build a 3-wheel E-Bike controller. This E-Bike controller should be capable of handling the following features: - Speed Control: The controller should have functionality to manage speed, with a maximum limit of 20 mph. - Battery Monitoring: The controller must include a system that allows for the continuous tracking of a Lithium-ion battery usage. - LCD Display: The controller should be equipped with an LCD display that visualizes the battery status and speed settings. It is essential the freelancer working on this project has experience in product design and engineering, with a strong familiarity in Lithium-ion batteries and how they function within e-bikes. Knowledge of LCD functionality ...
I'm currently struggling with a logic error related to file location mismatch in my Google Colab notebook. I'm attempting to train a neural network model, however, this recurring issue is hindering progress. To solve this problem, I am seeking an individual with the following skills and experience: - Proficiency in debugging and solving logic errors, specifically those related to file location mismatches - Thorough understanding and practical experience with neural network models - Familiarity with Google Colab Notebooks and how they manage files and directories - Proven ability to quickly identify and resolve issues affecting model training My aim is to have this issue corrected promptly so I ca...
We are in need of a reliable server admin to oversee and manage an ongoing project on an as-needed, hourly basis. The server is running on Linux, and we are looking for someone who can handle server maintenance, software updates, security monitoring, and ensure HIPAA compliance. Key Responsibilities: - Server Maintenance: Routine maintenance tasks to keep the server running smoothly. - Software Updates: Ensuring all software on the server is up to date. - Security Monitoring: Regular monitoring of server security and timely response to any potential threats. - HIPAA Compliance: Ensuring the server is compliant with relevant regulations. Ideal Skills and Experience: - Proficiency in managing Linux servers - Experience in cPane...
Seeking an experienced ghostwriter to craft an engaging and educational 38,000-word eBook focused on longevity. The book aims to blend scientific insights with practical wisdom, exploring how readers can achieve a longer, healthier life by adopting the lifestyle habits of the world's longevity hotspots. Key Project Details: 1) Word Count: Approximately 38,000 words 2) Goal: The primary aim of this ebook is to educate readers about health and fitness, offer actionable tips for improving nutrition, and share strategies for promoting longevity. 3) Timeline: 2.5 to 3 months for completion, with regular milestone check-ins 4) Target Audience: Aging adults, health enthusiasts, and anyone interested in preventative health strategies 5) Tone and...
I require an experienced freelancer to manage 100-500 product uploads from my Shopify store to the Shein marketplace. Key task: - You'll be provided with the product images, descriptions, SKU, and inventory details for upload. Categorization: - The products also need to be correctly categorized into existing Shein marketplace categories. Ideal Skills: - Shopify and Shein marketplace experience - Attention to detail - Strong data entry skills - Excellent categorization ability.
I am seeking a business partner skilled in sales and marketing, specifically with expertise in managing online marketing. Key Responsibilities: - Operate and manage our online marketing. - Familiarity with different marketing platforms is pivotal, primarily social media platforms and email marketing software. Ideal Skills and Experience: - Proven skills in sales and marketing. - Significant experience with online marketing. - Expert proficiency in social media marketing and email marketing.
I'm in need of a talented system developer who can design a web-based system with an emphasis on data management and analytics. The primary function of this system will be to handle and analyze customer data. Key responsibilities include: - Building a system with robust data management capabilities - Integrating analytics measures to interpret customer data - Ensuring the system is web-based and user-friendly Ideal candidates should have: - In-depth knowledge of server-side logic - Proven experience in web-based system development - Strong problem-solving skills - Experience with data management, particularly customer data analysis From this project, I expect a system that can effectively ...
I need a Squarespace expert to help me build a portfolio showcase website with a specific focus on short term rentals. - The site will primarily be a showcase for my portfolio, so it needs to be visually appealing and easy to navigate. - I want a dedicated image gallery where I can display high-quality photos of my previous projects. - Additionally, I need a contact form, so potential clients can easily reach out to me. - A testimonials section would be a great addition as well. Most importantly, the Squarespace template used must have built-in functionality for short term rentals. I need to be able to list properties, manage bookings, and facilitate payments through the site. T...
...media specialist with a background in event management. Your primary role will be to manage and enhance our Instagram, Facebook and LinkedIn accounts, as well as run performance marketing campaigns. Key Responsibilities: - Develop and implement comprehensive social media strategies to drive website traffic and generate leads - Regularly post engaging content on Instagram, Facebook and LinkedIn - Manage and optimize performance marketing campaigns - Monitor and analyze social media metrics to track campaign performance and make data-driven decisions Ideal Skills: - Proven experience in social media management for event companies - Expertise in Instagram, Facebook and LinkedIn - Proficiency in performance marketing - Analytical mindset an...
As a budding business, we are on the hunt for a sharp, seasoned website developer. Our core objective is a professional business website that can manage user information effectively and conveniently develop a database. Key Functionalities required: - User information collection (specifically names, email addresses, and phone numbers). - Database creation and management for collected user info. Ideal Candidate: Having relevant experience in creating business websites and managing user data will make you our number one pick. At handling these requirements with finesse, our perfect fit would be a developer with prowess in customer information collection, database creation, and management. Proficiency in enhancing user interface for bet...
I'm in need of a skilled Shopify developer to create an eCommerce website for my business. Key Elements: - The site requires a product catalog where I can easily add and manage physical products. - A user-friendly shopping cart is needed for seamless customer transactions. - The website needs a payment gateway integration for secure and efficient payment processing. - Besides physical products, services will also be listed on the website. Experience and Skills Required: - Proven experience in Shopify development, with a strong portfolio of successful eCommerce websites. - Proficiency in creating and managing product catalogs, shopping carts, and payment gateways. - Understanding of e-commerce best practices and security measur...
I'm looking for a skilled social media marketer to create and manage my Snapchat ads campaign. My primary goal is to generate leads, which can be nurtured into customers. Key Responsibilities: - Designing and setting up engaging ads that encourage potential customers to take action - Implementing targeted advertising strategies to reach local, national, and international audiences - Monitoring campaign performance and optimizing for maximum lead generation Ideal Skills: - Proven experience with Snapchat advertising and lead generation - Expertise in digital marketing, particularly within the social media space - Strong analytical abilities to assess campaign performance and make data-driven decisions - Excellent communi...
I am in need of a SharePoint expert who will be on hand for 4 hours daily to assist with various tasks relating to my SharePoint site. The selected individual will be primarily tasked with: - Document management: The organization, updating, and safeguarding of crucial documents. - Workflow automation: Streamlining business processes to improve effectiveness. - SharePoint site customization: Tailoring the site to suit our specific needs. At the moment, the specific SharePoint version being utilized is unspecified, so a basic understanding of multiple versions is beneficial. There's also a need to integrate Power Automate, so experience with this tool is essential. Ideal candidates must be proficient with S...
We're a small Canadian company. We have to take some of our clients to court. Canadian court system has moved all their small claims to be online and it's become a little more complicated. We don't understand the forms. We don't understand their terminology. They have a +1800 number we can call, but we still are not able to understand it and we need someone that can help us file our claims. I'm in need of an experienced paralegal from India who can provide a variety of services, including legal research, document drafting, case management, and the filing of a claim. Key responsibilities: - Conducting thorough legal research to support my case - Drafting necessary legal documents efficiently and...
I am in need of a virtual assistant to support my real estate wholesaling company. For less than 20 hours per week, you would provide important backend support that helps to streamline our operations. Budget is strictly 80 per week. 3 hours per day mon-fri. Hours can be split throughout the day Responsibilities: * manage LinkedIn/email inbox * create templates and send out deals to cash buyers * Prepare contracts * provide customer service to cash buyers * data entry Ideal Skills and Experience: * Excellent research skills * Experience in wholesale real estate processes and contract preparation * Proficient in using CRM software Please only apply if you're comfortable using CRM software for task management. This is ...
I am looking for an experienced social media manager to create and manage my travel page on Instagram, Facebook, and TikTok. - Key Responsibilities: - Social media page set up on Instagram, Facebook, and TikTok. - Regular content creation and posting in line with brand image. - Follower engagement and community build I want followers added that interact everytime i post The ideal candidate will have a deep understanding of these platforms, proven experience in social media management, and a knack for engaging content creation. Expertise in the travel niche and community building is a significant plus. My primary goal is to build a vibrant community that interacts actively.
Hello All , I want you to design a small machine which will clearly show the power consumption of a hub bearing , when hub bearing is rotating at 300 rpm or less . The power consumption of the bearing can be shown through a digital meter or oscilloscope. I need to compare the power consumption of various hub bearings . In this , you can measure torque of hub bearing and that torque of hub bearing can be converted in to ampere or other which will clearly show the power consumption . For your reference I have attached herewith the hub bearing , which required to be tested ; in attached document. Hub bearings have two flanges . I want you to fix one flange by some method and rotate other flange at 300 rpm or less . Scope ...
I'm looking for a skilled WordPress professional who can set up a theme for my business website. The site will need to be functional for the following key features: - Contact Form: Implement a simple contact form that visitors can use to reach out. This form should be easily accessible and user-friendly. - Appointment Booking: Incorporate an appointment booking system. This should allow potential clients to schedule appointments with ease. It should also be customizable to my business's needs. - Customer Testimonials: Integrate a section where I can display and manage customer testimonials. This part of the website should be visually appealing and simple to update. I will provide the theme, I just need you ...
...an experienced backend developer proficient in CodeIgniter (CI) to set up a callback URL for PhonePe integration in my Android application. The frontend integration has already been completed; however, I require assistance with configuring the backend to handle PhonePe transaction callbacks effectively. Requirements: Expertise in CodeIgniter (CI): The developer should have strong proficiency in CodeIgniter framework to seamlessly integrate the PhonePe callback URL into the existing backend infrastructure. PhonePe Integration Experience: Prior experience in integrating PhonePe payment gateway or similar third-party payment systems is highly preferred. Familiarity with handling transaction callbacks and response validation is essential. API Inte...
Project Description: We are looking for a skilled Java developer with experience in Apache Flink (version 1.19) to create a data processing job that reads from parquet files located on a Network File System (NFS) and sends selected data to a Kafka topic. Core Responsibilities: - Develop a Flink job using Java that can read parquet files from NFS. - Implement functionality to allow the selection of specific columns from the parquet files to be processed. - Ensure the selected data is published to a specified Kafka topic efficiently. - Manage dependencies and libraries required to execute the job without compatibility issues.
