Mysql data miningงาน

...including database integration, creating dynamic web pages, and troubleshooting/debugging. Key requirements include: - Proficiency in PHP, specifically within the WordPress environment - Strong knowledge and experience working with MySQL - Ability to create dynamic and responsive web pages Your role will involve: - Integrating our database seamlessly with our WordPress site - Developing and implementing dynamic web pages - Resolving any technical issues or bugs that may arise Ideal candidates will have: - Proven expertise in PHP and WordPress - Strong understanding of MySQL - Previous experience with dynamic web page creation - Excellent troubleshooting and debugging skills If you feel you possess the necessary skills to assist with this project, I look forward to rev...

I'm in need of a skilled backend developer who is proficient in Bootspring, with strong experience in the Spring Boot framework. The successful candidate will be using MySQL, so extensive knowledge and past experience with this database is essential. The project involves complex python, java, and PHP coding, so proficiency in these languages is a must. - Expected Skills: Python, Java, PHP - Experience: Spring Boot Framework Expertise - Knowledge: MySQL Database Familiarity

I'm in immediate need of a skilled data miner to copy the results from 1,000 Google search links into a Google Sheets document. TASKS: - Mining data from 1000 Google search results - Transferring these results into a Google Sheets document REQUIRED DATA: - The URL of the website - Additional details such as Company name, Address, and Phone numbers ALL TOGETHER INTO ONE CELL DESIRED SKILLS/EXPERIENCE: - Competency in data extraction - Proficiency with Google Sheets - Attention to detail is a must - Previous experience in a similar project would be beneficial Please note, I need this project completed ASAP. Flat fees; 10 NZD Please start your bid with 10NZD Thank you

I am searching for a talented illustrator to bring my concept to life. This project involves designing a mining sticker with a humoristic theme targeted at miners. The sticker will depict two cartoon characters in high visibility gear trying to access an underground coal face. One character, the miner operator, will be uttering the phrase "Seek approval before coming on my face". To be successful in this project, you ideally should: * Have experience in creating cartoon character designs. * Be able to effectively merge humor with illustration, as the humor in the design is crucial and should be conveyed through both text and character expressions. * Understand the mining industry to create a relatable and enjoyable design for miners. This project provides an opp...

I'm looking...focused on wholesale and retail medical stores located in India. Here are a few additional details about the project: - Sourcing: I will purchase leads from a known data provider, therefore, the freelancer must have experience in lead purchasing and data mining. - Criteria: Leads should be from the wholesale and retail medical stores industry, with a specific emphasis on leads located in India. - Quantity: The scale of this project is significant, as I'm looking to acquire more than one lakh (100,000) leads, implying the freelancer should be capable of working with large datasets. Ideal Skills: - Experience in lead mining and data acquisition - Familiarity with medical store industries - Ability to work with large datasets - Pr...

I need a proficient Embedded Engineer to design a PCB prototype for cryptocurrency mining. More details will be shared over a chat

I require the assistance of a skilled professional in web data scraping from Website 1. Your primary task will be to extract contact details. Upon successful scraping, these data needs to be cleaned and formatted before being delivered in an Excel sheet. The ideal candidate for this job would have solid experience in data mining, data cleaning and Excel. Skills and Experience: - Data Scraping - Data Cleaning - Microsoft Excel proficiency

I need a professional to help me generate a list of retail businesses from three specific markets - USA, UK, and UAE. - The businesses I want to be listed include Bakers, Clothing companies, Jewellery companies, and all other types of Retail businesses. The total quantity required are 200 each Bakers, Clothi...For each business, I require the following details: - Contact details (especially email addresses) - Location - City, State, Country - Business Domain / Industry It's important that the contact details are all provided in email format. You should be able to source and collate lists efficiently, ensuring the information is up-to-date and accurate. Experience in lead generation and data mining would be a huge asset for this task. Accuracy and attention ...

I'm in need of an experienced Laravel and React developer to help create a comprehensive in-house question bank system for our educational institution. The system needs to be able to: - Manage users: Different access levels and permissions are a must. This includes Admin, Teacher, and Data Entry. - Create and manage large question databases: - Add, edit, categorize, and manage a large database of questions. - Select questions from the question bank to create custom worksheets and exams. - Preview questions before generating worksheets. - Creation and management of question categories, tags, and metadata. - Sharing worksheets with other teachers within the system. - Generated PDF with options for formatting, layout, and inclusion of answer keys. - Han...

I need a proficient Embedded Engineer to design a PCB prototype for cryptocurrency mining. More details will be shared over a chat

...Implementation of NLP for easy user interaction - A recommendation engine for personalized advice Data Analysis: The system must be proficient in analyzing various types of financial data, including but not limited to: - The user's income and expenses to track financial habits and frequent expenditures - Investment portfolios for trend analysis, risk assessments, and potential growth opportunities - Credit card transactions to gain additional insights into purchasing behaviors Ideal Skill Set: - Experience in AI Development - Proficient in Predictive Analytics, NLP, and Recommendation Engines - Strong understanding of finance and personal budgeting systems - Deep knowledge in data mining and analysis Please note that the project's success will ...

I urgently need a proficient developer to connect my Node.js site to a MySQL remote database. - Skills and Experience: * Proficient in Node.js and MySQL * Understanding of database schemas (creation a possible requirement) - Task: * Connect my site efficiently to the MySQL database. The complexity of the task might vary as there may be a need for creating a new database schema. This task is highly time-sensitive and requiring immediate attention. Skilled, fast and efficient freelancers would be strongly considered.

...success rate and profitability of each trader based on their trading history. Provide a user-friendly interface to view and analyze the collected data, including visualizations and filtering options. Implement robust error handling and data validation mechanisms. Ensure the tool is scalable and can handle a large number of wallets and transactions. Desired Skills and Experience: Proficiency in blockchain development, preferably with experience in the Base Blockchain or similar networks. Strong understanding of cryptocurrency trading, wallets, and DEX protocols. Expertise in data analysis, data mining, and web scraping techniques. Familiarity with data visualization libraries and creating user-friendly interfaces. Solid problem-solving and anal...

...times and events. These parameters will be provided in a MySQL database. The novel feature of this app is its event-driven functionality, it must have the capability to: - Play video at specified times - Play video triggered by certain specified events - Incorporate both time-based and event-based functionalities The app does not need to support user authentication or profiles, simplifying its specifications. Videos for the app will be streamed from a specific source, adding a streaming functionality will be necessary for this job. Ideal skills and experience for this job would include: - Proficiency in mobile app development (any platform) - Experience with video playback functionality in mobile apps - Familiarity with MySQL databases - Expertise in integrating vid...

...homes, dental practices, and law firms. For each lead, we require the following information to be accurately sourced and documented: Phone Number Email Address Website URL The project will encompass a total of 450 leads, distributed evenly across the three sectors with 150 leads each. The data must be current, verifiable, and neatly organized in CSV format for seamless integration into our CRM system. We prioritize accuracy and are looking for someone who can guarantee the correctness of the provided data. The chosen freelancer should have a proven track record in lead generation and scraping techniques, preferably with access to the necessary tools to streamline the process. It is essential that the freelancer is willing to work closely with our team, ensuring open co...

I'm looking for an experienced professional in Celonis Business Process Mining. The assignment consists of performing the following six tasks on Celonis. The Dashboard must report the methods and findings (how you solved the task and the insights). Please, have a look at the BPI website1 for an overview of the process. Tasks: Perform the following tasks. 1. Use the Process Variant components to explore the key features of the domestic and international process. What are the main differences between the two processes in terms of activities? And in terms of KPIs? 2. For both the domestic and the international process, what is the average throughput time in days from the first submission from an employee (Declaration SUBMITTED by EMPLOYEE) to the

We are a Startup ...experience in database management and API integration. Attention to detail and the ability to commnuicate with the team are essential. If you are passionate about creating robust and efficient back-end systems for mobile apps, we would love to hear from you. Skills required: - Proficiency in server-side programming languages such as Kotlin or Java - Experience with database management systems like MySQL or Firebase - Knowledge of RESTful APIs and API integration - Familiarity with cloud platforms like AWS or Google Cloud - Strong problem-solving and debugging skills - Experience in developing a mobile App from scratch We are happy to discuss the possibility of converting the project contract to a full employment contract given a successful performance of the c...

Need a server admin to setup on a CentOS dedicated server or above FTP MySQL database SSL mailserver for sending emails from domains project. Please describe how you want to secure the server

...one?) 2. SEO experience 3. Javascript 4. Node.js 5. Angular 16 6. API development 7. HTML / CSS 8. PHP 9. Python 10. ERP systems 11. Tailwind 12. TaigaUI 13. Chrome Extensions (please rate yourself and provide any examples you might have) 14. Google Add-on 15. Keyword research tool experience 16. Web scripts 17. AI / ChatGPT experience 18. Web scraping 19. Logo design 20. Figma 21. MongoDB 22. MySQL Next, please answer these "get to know you" questions: Why are you interested in this job/project? What's your favorite stack? How many & what other projects are you currently working on? Do you work with a team, agency, or as an individual? Why should I choose you? How can you make it better or different than keywords research tools already out there? How ...

PHP and MySQL web development;Error correction of HTML, CSS, PHP, MySQL, Linux Server (Almalinux, CentOS, and Ubuntu);Support for WordPress modules, themes, and implementations;Support for cPanel, Plesk, CWP, and OVIpanel;Support for working directly on Linux server;Important:All communication will be on the Freelancer.com chat;In the event that you do not provide enough details with the order, the service will be delivered only with the details received within the set time;I will fix any delayed work only during our agreed-upon timeframe for commitments made before payment. Any requirement during the work will require payment for additional time.

I'm searching for an experienced full stack PhP backend developer to join me in refining my current web project by adding new pages. Your primary tasks will include: - Implementing database integration: You need to be skilled in MySQL, as this is the database we will be using. - Page integration: A crucial part of this role involves customization and template integration. An understanding of user interface and experience is crucial. Superior knowledge in PhP, MySQL, and a proven track record of web page customization are prerequisites for this project.

I'm looking for a skilled developer to create a mini app for Telegram. - The app needs to allow user authentication and secure logins. - It should utilize the Telegram platform for both its frontend and backend. - The main purpose of the app is to facilitate cryptocurrency mining. - The app should support mining within the Telegram interface. - App should be Connected to telegram wallet. Ideal Skills: - Experience in developing Telegram apps. - Proficiency in cryptocurrency mining. - Strong understanding of user authentication and secure systems. Please let me know if you have relevant experience in this area.

I am looking for a seasoned developer with experience in PHP and MySQL to build a comprehensive ticket management system. This tool should not only be capable of creating and tracking tickets, but should also have features for user management, authentication, and robust reporting and analytics. Key Features • Ticket Creation and Tracking - Beyond just basic attributes like ticket number, date, status, and description, I require a more advanced feature set. This includes priority, type, the person assigned to, and the ability to create custom fields for maximum customization. • User Management and Authentication - The system should be capable of managing various user profiles, with a secure authentication method in place. • Reporting and Analytics - A comprehensive...

...previously functioning on a load balanced, MySQL backed, dual-webserver system. Due to recent changes implemented on the website, we've experienced detrimental performance issues, culminating in a full website crash. Our key goal is recovery, followed by refinement of the system's performance. The ideal candidate would: - Understand and navigate load balanced environments - Have experience with MySQL database servers and WordPress - Be familiar with file sync systems like syncthing This project will entail: - Immediate recovery of the crashed WordPress website and ensuring its continued uptime - Identification and resolution of performance issues, with a focus on preventing recurring website downtimes - Optimization of our current webserver and MySQL ...

I'm looking for an expert in Bitcoin mining with ASIC Miners. I already have the hardware required, but I need help to set it up. Key responsibilities are: - Assisting with the miner setup process - Configuring the miner to work with my chosen mining pool The ideal freelancer for this project should have: - Extensive experience with Bitcoin mining - Experience setting up ASIC miners - Knowledge about effectively joining and configuring miners for a specific mining pool Your guidance will greatly contribute to the success of this mining operation. I'm excited to learn from your expertise.

I'm in need of an expert with outstanding knowledge of Forge Laravel, Linode, and nginx configuration to help deploy my Laravel application. You will employ the Forge Laravel server operating system for this project and will be required to set up a MySQL database to work in concert with my app. I'm looking for someone with: - A solid understanding of Laravel application deployment using Forge - Proficient skills in server configuration with nginx - Extensive knowledge of MySQL databases and their integration with Laravel projects - Experience with Linode If you are proficient in these areas, then you're the person I'm looking for. Please shoot me a bid and let's get to work!

*URGENT* I need a professional web developer to create a music website using HTML, CSS, JavaScript, PHP and MySQL. The website is intended to be minimalistic in design. Key Features: - Music player - Playlist creation - Personal dashboard - Browsing and searching capabilities Ideal Skills and Experience: - Proficiency in HTML, CSS, JavaScript, PHP, and MySQL - Experience in developing music websites or other similar projects - Ability to create a minimalistic design - Strong understanding of user experience and interactive design Please let me know if you have previous experience with similar projects. If possible, provide examples of your work. I need it in 2-3 days.

...Cloudflare's Turnstile CAPTCHA. Second there i a ban words feature for confessions, I'd like it if those ban words also applied to the comments. The second site is a one page daily link sites that also breaks in PHPv8.2 The key requirement is that the sites need to be developed using PHPv8.2 and must be compatible with MySQL databases. Ideal skills and experience: - Strong PHP development experience - Previous experience with user registration and login systems - Familiarity with MySQL databases - Ability to create secure and user-friendly websites Please note that the sites do not currently use any specific framework or CMS, so the developer should be comfortable working in a non-framework environment....

Require a form that submits the form data in a mySQL database table. Once the form is completed and submitted it should email the user a PDF certificate that includes all the information submitted in the form. The certificate should also display the end of warranty date which is one year from the purchased date entered in the form. If possible the emailed pdf should have a QR code that contains all the information submitted in the form.

...create a real-time monitoring dashboard using MySQL. The dashboard will primarily be used for real-time monitoring. Key requirements: - Strong experience with MySQL: You should be proficient with MySQL and able to efficiently manage and query a large amount of data. - Dashboard development: You should have prior experience developing real-time monitoring dashboards. - Custom Date Range Report Generation: The dashboard should include the ability to generate custom date range reports. - Data visualization and real-time monitoring: Although the primary purpose of the dashboard is real-time monitoring, a good understanding of data visualization would be beneficial too. If you have prior experience with similar projects and are confident in your ...

I have text data stored in a MySQL database that needs to be cleaned and formatted in Excel. Key Tasks: - Identify and correct errors in the data - Eliminate irrelevant information - Standardize data for consistency - Ensure data integrity and quality Key Skills: - Proficiency in MySQL database management - Strong experience in data cleaning and manipulation - Expertise in Excel for data formatting - Attention to detail for identifying anomalies and inconsistencies - Ability to ensure data quality and integrity We need a freelancer with a keen eye for detail and strong data management skills to take on this task. A background in data science or analysis would be highly beneficial. Please include examples of si...

I need a skilled PHP developer who has experience in MySQL to create a FASTag system. The key features should be: - User registration and login - User's Phone Number and Location will be required for registration - The system must be secured by Two-Factor authentication If you have built similar systems before, that can be an advantage. However, your ability to accurately execute this project will be the bottom line. Looking forward to your bids.

Need a fast PHP Scraper now, so the next 3 hours. I want to scrape all real estate from a homepage and add it to a mysql database. But there is a next button we have to press several times, to see all advertised appartements. Its called "Mehr anzeigen". When its pressed multiple times, all objects are shown. Extract every data, store to database. Check if appartement is still in database, if not, send me a email with the url. I want to identify new interested appartements. Cronjob should run every hour. I have a server with php and mysql for that. Homepage:

I am currently using MySQL as my database management system which holds a small-sized database. I require an experienced and skilled freelancer to migrate this database to my new EC2 WordPress installation. Ideal Skills and Experience: - Expertise in MySQL and AWS EC2 - Proficiency in handling WordPress installations - Experience in migrating small-sized databases Please note that a backup of the current database is available and must be effectively utilized to perform this project. Expectations include high-quality work with no loss of database data and minimal interruption in service.

Looking for a very experienced Laravel, Livewire and Tailwind CSS developer to aid in developing a comprehensive application to manage aircraft maintenance. The primary goal is to streamline the maintenance process for aircraft operators and maintenance providers. Key deliverables include: 1. **...Monitor usage and calibration of tools. 9. **Customer and Personnel Profiles:** Personalized profiles for customers and crew. 10. **Personnel Licensing Tracking:** Keep tabs on licensing and certification of staff. 11. **Memo System:** A message board for internal communication, alerts and memos. As for third-party services integrations, the application is expected to work seamlessly with Pusher, MySQL, and Laravel Jetstream. Hiring an experienced hand in these particular platforms would...

I'm looking for a skilled Linux AWS expert to help with the installation and initial setup of my CentOS instance on AWS, with a focus on a LAMP stack. Key responsibilities include: - Installing CentOS on my AWS instance - Configuring the LAMP stack (Linux, Apache, MySQL, PHP) to support my web hosting needs - Ensuring the environment is secure and optimized for performance - Providing a brief tutorial or documentation for future maintenance Ideal candidates should have: - Proficiency with CentOS and AWS infrastructure - Expertise in setting up and configuring LAMP stacks - Strong understanding of security and performance optimization best practices Please let me know about your relevant experience and availability for this project.

I'm looking for an AWS Glue expert to handle my large MySQL database, over 10GB, and write it to S3. You will need to have: - A strong understanding and experience in handling large databases. - Proficiency in using AWS Glue for data ETL processes. - Knowledge in determining the best strategy to quickly load large amounts of data. - Experience working with Parquet output format. The database gets updated daily, so a fast and efficient process is required to ensure optimal performance. Please detail your experience with similar projects when making your bid.

I need a proficient Embedded Engineer to design a PCB prototype for cryptocurrency mining. An efficient board that carries 1 to 16 chips (ASIC, FPGA, and/or Microcontrollers) is expected, with the ability to handle 5V (200W) Max. Strong expertise in Electrical Engineering and experience in designing a 4 layer PCB board is preferable; those with a background in cryptocurrency technology hold a significant advantage. Deliverables include the final working PCB prototype model. Reliability, accuracy, and attention to detail are crucial for this project. - BOM File has to be provided - CPL & Gerber files has to be provided - NEEDS to be cost-effective for mass production - Any mining algorithm should/could be programmable - Considerable high hashrate is expected - Raspberry P...

I'm looking for a skilled professional to address a specific issue with my custom-built order system. Here are the key detai...professional to address a specific issue with my custom-built order system. Here are the key details of the project: - The primary issue lies in missing data entries within the order table of my system. These missing entries are causing a disruption in the overall functionality of the system. - The system is built from scratch, so prior experience with custom system development is a must. - Data is stored in a MySQL database. Proficiency in MySQL is crucial for this task. Essential Skills and Experience: - Extensive experience with custom-built systems. - Strong background in MySQL database management. - Proven track rec...

I am looking for a skilled developer to create a comprehensive ...should allow patients to book their appointments online, making the process more convenient for them. - Calendar view for multiple professionals: There must be a calendar view that displays the schedules of all dental professionals in the clinic. Additional Requirements: - Notify the patient before the appointment via WhatsApp, email. - In-app billing system. - Proficiency in WordPress, PHP and MySQL. - Development of a responsive web design for both desktop and mobile devices. - Load treatments and events of these treatments The system will replace our existing paper-based scheduling system, enhancing efficiency and patient experience. A robust understanding of dentist practices and patient management would be adv...

I'm looking for someone with a keen eye for design and a strong front-end development skillset to build a simple and intuitive web interface for my MySQL database. This project will primarily involve data entry. Key Points: - The database being used is MySQL, so proficiency in this database system will be essential. - The front-end design needs to be simple and intuitive. This means the focus should be on making the data entry process as seamless as possible, without unnecessary complexity. - The ideal candidate will have a track record of designing user-friendly interfaces and experience in front-end technologies like HTML, CSS, and JavaScript. - It would be a plus if you have experience with database connectivity, but not mandatory.

...with databases like MySQL to store and manage boat listings, boat data, and other website information. XLSX Data Import/Export: Implement a feature to import and export data using XLSX files-Spout. Front-End Development: While Laravel handles the backend, knowledge of HTML, CSS, and JavaScript (possibly with a framework like Livewire) is required for building the user interface. LiveWire Integration: Utilize LiveWire for interactive elements if necessary. Customization of Admin Panel: The admin panel should be customizable to suit our preferences and allow us to incorporate popular features. Listing Management: Ability to build a system for users to submit, edit, and manage their listings. Project-Specific Skills: Boat Data Management: Experience in ha...

I’m in need of an intermediate-level C++ coder for a bitcoin mining initiative. The successful applicant must be comfortable with coding for solo mining. This project doesn't require expertise in multi-threading or pool mining, but a firm grasp on the creation and development of bitcoin mining algorithms is essential. An understanding of SHA-256 algorithm implementation is a plus, though not mandatory. Looking forward to your bids, and to our potential collaboration.

...descanso), y posteriormente para trabajar de forma conjunta para mi empresa en Estonia. Sería como freelance, por lo que tendría total libertad para trabajar con otros clientes, de igual manera que yo personalmente hago. Las tareas son múltiples y variadas, sobretodo de CMS como wordpress, Prestashop y Opencart, webs de agencias de viajes, integraciones de todo tipo, etc por lo que dominar PHP, MySQL, CSS, HTML y JS es el requisito principal, junto con el manejo de Plesk y Linux. Pagaría por las horas que realices a la tarifa convenida. Si te interesa, contactame por chat y hablamos sobre los detalles. Un saludo...

I'm in need of a skilled developer to create a 3-page online car shop using C++, MySQL, PHP, JavaScript, and HTML. The main aim is to allow users to buy cars through a shopping cart. Key Features: - Shopping Cart: Implement a functional shopping cart system to allow users to select and manage their chosen cars. - Online Purchase: Ensure that the shopping cart leads to an easy, secure, and user-friendly payment gateway. - User Interface: The cars should be displayed in a list view format, encouraging easy browsing and selection for the users. Ideal Skills: - Proficiency in C++, MySQL, PHP, JavaScript, and HTML is a must. - Prior experience in e-commerce website development, particularly in creating shopping carts and integrating payment gateways. - UI/UX design skills ...

I need a freelancer to compile 5000 genuine email addr...industries. - The emails should be verified as genuine using a reputable email verification service. - Additionally, I would like the contact details of these venture capitalists segmented by geographic location, investment size preference, and industry focus. Ideal Skills and Experience: - Proficient in data mining and lead generation, Understanding of the venture capital landscape, especially in the specified industries. - Familiarity with email verification services - Ability to segment data effectively Note : -Please provide examples of previous similar projects or relevant experience. -Confidentiality of gathered information is paramount, and it should not be shared or used for any other purposes beyo...

I'm in need of a skilled professional to configure a dedicated server in India that can effectively manage a high-traffic load. This project involves the setup of a web server and a separate database server. Key requirements and preferences include: - Setting up an Apache web server - Proficiency in PHP, Python, and Java - Configuring a MySQL DB server The ideal freelancer for this project is detail-oriented and has a history of working on similar server setup and management projects. Experience with dedicated server setups in high-traffic situations is crucial. Kindly share any related project experiences you have. Efficiency, cost-effectiveness, and strong performance are the main goals for this project.

I am seeking an developer to to check the logic of my payment integration with Stripe. The website is primarily focused on offering online courses. At the moment it is setup to take payment on a monthly basis with users having...the logic of my payment integration with Stripe. The website is primarily focused on offering online courses. At the moment it is setup to take payment on a monthly basis with users having access to all courses, however, i want to check that after a month that users still have access to all courses when payment is received, and they do need to pay again. The website is developed in PHP with a MySQL database. It would also be nice if admin has the option to charge users on a subscription or a fixed basis and also integrate paypal - but this we can discuss...

...electrical engineer to assist in the installation of a 250kVA transformer in Ethiopia. The main goal of this project is to determine the cost of using this transformer, specifically the cost per kilowatt hour (kWh) in the area. Key Tasks: - Rental cost of land (a empty lot) suitable for bitcoin mining - Calculate the total cost of installing a 250kVA transformer - Research the cost of electricity per kilowatt hour (kWh) in Ethiopia, specifically in the area where the transformer will be used - Analyze the data and provide a report on the feasibility of the installation - Recommend any additional measures or equipment needed for a successful setup Ideal Skills: - Proven experience in electrical engineering, particularly in the installation of transformers - Proficiency ...

Hello, I have an old wordpress website, it worked previously. it`s just a simple blog website which was designed by wordpress. i have database exported + source code but unsure why i imported database to mysql, update credential to the file and still cannot make the website up and running. Additional, it`s the webpage to an url that i need to clear that url out. I am not good at this so i need someone to help. This is an empty website so feel free to clear it if necessary. As long as you can make it works as it was expected. My limited budget with 30 AUD Thanks