Machine learning interview questions mediumงาน

สร้าง Website storytelling visualization อธิบายการทำงานของ machine learning ลักษณะประมาณนี้ ร่วมกับ

โครงการนี้จะ จัดพัฒนาและทำระบบ โจทย์ปัญหา และ ข้อสอบออนไลน์และจัดเก็บฐานข้อมูล ที่เชื่อมโยงกันระหว่างครูและนักเรียน (จะเป็นรูปแบบ outsource e-learning service ให้กับโรงเรียนต่างๆ) นักเรียนจะสามารถ ทำแบบฝึกหัดของแต่ละบทเรียน และ ข้อสอบจำลองที่ไม่ซ้ำกันได้ไม่จำกัดครั้ง โดย สามารถเลือกบทเรียนที่ต้องการทดสอบและระยะเวลาในข้อสอบจำลองได้ เพื่อให้ทุกระดับชั้นได้ประโยชน์ ส่วนครูจะสามารถรู้ได้จากโจทย์ต่างๆที่นักเรียนทำผ่านระบบ ว่านักเรียนยังต้องพัฒนาในเรื่องใด

Windows อื่นๆ หรือไม่แน่ใจ interactive e-learning and game.

Windows อื่นๆ หรือไม่แน่ใจ interactive e-learning and game.

รับเขียน ออกแบบ แก้ไข software ทุกประเภท ทั้งงานทั่วไป และ ในโรงงานอุตสาหกรรม ประสบการณ์ใน บริษัท และ โรงงานอุตสาหกรรม มากกว่า 10 ปี -VB -Delphi -MS SQL -Oracle -MS Access -Barcode reader, RFID - อุปกรณ์เชื่อมต่อกับระบบคอมพิวเตอร์ I/O Card, Machine controller และ อื่นๆ เรามีความเป็นมืออาชีพ ทำงานเร็ว คุณภาพเยี่ยม คุ้มค่า คุ้มราคาแน่นอน ติดต่อเรา

I am currently dev...the Cart Delivery Group and Cart Delivery Option as defined in the API. I do not have a public-facing site yet, but I am working in a development environment. While I have successfully implemented various other API interactions, the documentation on delivery groups has been challenging to navigate. Shopify has not provided any examples of how to implement in their learning kit, I am a developer on this project. Just looking a working example/sample of the implementation of this aspect of the API. There will be some quick collaboration here to verify it works. We can iterate on this using a GitHub gist. I am not able to share access to our GitHub Repo or our Shopify Account.

Immediate need for a developer who can assist internal team complete short assignments of LMS (Learning Management System) development. Should be competent in jQuery and Laravel for a project built on MySQL database.

I've developed a webpage using HTML, CSS, and JavaScript. While it functions perfectly on my local machine, I encounter issues once I upload it to the server. The server in question is hosted on Hostinger. I'm unsure if any changes have been made to the server configuration file. Key Points: - Troubleshoot the server upload issue - Resolve discrepancies between local and online versions - Clarify if server configuration files have been altered - Ensure the webpage functions as intended on the server Ideal Freelancer: - Experienced in HTML, CSS, and JavaScript - Proficient in server hosting with Hostinger - Skilled in server configuration file troubleshooting - Capable of identifying and correcting server-side programming discrepancies I'm seeking a professional wh...

Reinforcement Learning Goal: - Optimize a specific task and write a journal for that Project Details: - The project is already half completed and I need someone to complete it further. - I have some code/files that will need modifications Preferred Skills and Experience: - Strong knowledge and experience in reinforcement learning - Proficient in Python programming language

...a range of products, predominantly jewelry and candles, with additional apparel, bags, and miscellaneous items. • Collaborate creatively to ensure the images and videos stand out in the commercial market. • Manage and potentially transport products for offsite shoots at your discretion. Requirements: • Some experience in commercial product photography is terrific, but if you're just learning and feel you could perform these duties you will be equally considered. • Understanding of photography basics and willingness to guide on best practices. • Creative vision with the ability to produce distinctive and appealing images and videos. • Comfortable with using Adobe Suite and other related software as needed - access will be prov...

...eye-catching trade show booth for an upcoming event. Key Requirements: - Design should be modern and trendy, reflecting our brand's innovative image. - The size of the booth is 21.3x16.4 ft, hence the design should be suitable for this scale. - We want to step up onto our stand. Have wooden / hard flooring (no carpet), low tables and chairs, a reception desk. A kitchenette area with a fridge, coffee machine and storage for coats and bags. We would like our logo to be large and visible across the top of our stand. Due to our location, we are unable to have anything high over our stand as it had a low ceiling above our space. Ideal Skills: - Prior experience in designing trade show booths, particularly modern designs. - Proficiency in design software to create detailed vi...

I'm currently working on a documentary project and in need of a professional voice artist to do the narration. Key requirements for the voiceover: - The role requires an informative tone. The voice should convey the ...requirements for the voiceover: - The role requires an informative tone. The voice should convey the message clearly, making the content easily understandable for the audience. - I'm seeking a voice artist with a neutral accent. The narration should not bear any distinct regional or cultural influences. - The job involves voicing for radio, so the artist should have experience with voiceovers for this medium. This is a great opportunity for a talented voiceover artist to contribute to a documentary project. Please share your portfolio or previous work sa...

As a beginner, I am seeking a proficient guitar tutor who can help guide me into becoming a skilled classical guitar player. Key Responsibilities: * Provide beginner level guitar lessons focusing mainly on ...and understanding. * Deliver lessons in an engaging and understandable manner. Ideal Skills and Experience: * Must possess excellent knowledge in classical guitar techniques. * Previous experience in teaching guitar, specifically to beginners. * Excellent communication and pedagogical skills. * Patience and ability to adapt teaching methods, as per the learning pace. Despite not having a specific goal in mind, an interest to make learning enjoyable and pressure-free is hugely appreciated. The ideal candidate should be able to inculcate a love for classical music ...

My long term formatter is no longer affordable so looking for a long term relationship with a skilled Word 2016 formatter. My documents primarily are text-based and I'd love to find a professional who can assist in formatting them in a polished, consistent manner using Word 2016 Professional Plus on my Windows machine. The following aspects need to be considered: - Header and Footer Customization: Ensure that these are set up correctly and consistently across all pages. - Automatic Table of Contents Generation: Establish a dynamic table of contents that updates as the document changes. - General Formatting in Word 2016: This includes a review of the overall layout, font selections, spacing, and any other formatting needs to make the documents look professional. The ideal ca...

I'm looking to develop an online examination platform that caters to...students. The system should include the following features: - **Student Accounts**: Users should be able to register and use the platform as students. - **Examination Module**: The website should allow for both practice tests and real exams. - **Immediate Results**: Exam results should be displayed immediately after the exam has been taken. Ideally, I'm looking for a developer with experience in e-learning platforms or online examination systems. The developer should be proficient in backend and frontend development, be able to handle databases securely and have a good understanding of user experience. Please let me know if you've worked on similar projects in the past, and send over examples ...

We need to detect if the axle is in the hinge or not with probablility of 99.9% at least. We need ready Python code that we can insert into our main routine. Recognition part gets image to process and returns result. Data set is a...high-precision hinge detection system, using Python programming language. - Implement object detection algorithms, ensuring accurate and real-time detection capabilities. - Ensure the system operates in real-time, with minimal to no delays in processing. - Utilize computer vision best practices to enhance the system's performance and accuracy. - Experience with computer vision, object detection, machine learning, real-time processing required. - Proficiency in Python programming is essential. - Ability to deliver a high-precision system with...

...infection identifier, I am in need of a skilled and experienced Python developer to assist me in resolving a critical bug that is leading to incorrect identification of infections. This is significantly impacting the reliability of the system and providing inaccurate results to the users. Ideal Skills and Experience: - Proficient in Python, with strong experience in bug fixing - Understanding of machine learning algorithms and image processing - Proven experience in identifying and rectifying issues in automated systems - Familiarity with leaf infection detection systems is a plus The successful candidate will be responsible for: - Conducting a thorough assessment of the existing codebase - Identifying the root cause of the incorrect identification of infections - Devel...

I'm in need of a skilled animator who can create a manga-style cartoon that will last for a final video of 2 minutes. - Style: I'm specifically interested in manga-style cartoon aesthetics. Your portfolio should demonstrate your proficiency in this distinct style. - Medium: The final output will be used for animation. Any experience with creating animations for web or broadcasting will be a huge plus. - Duration: Ideally, you should have experience in crafting lengthy animations. The project requires a production that's more than 2 minutes long. Skills required: - Proficiency in manga-style cartoon creation - Animation creation and editing - Experience with long-form animation projects This project is in long term.

I'm in need of a skilled professional to create a No-Code app on the Adilo platform or any other. It shall has three interface. 1. User Interface 2. Management Interface 3. Service Provider Interface App Idea: Chat based profile matching for Carpenters to work on hourly basis. User Interface Step 01 Signup Form with Phone, Email, Address Step 02 A chat box would open up with basic questions as; • Date for Booking • Time Period for Booking Step 03; Within the chat box the next question would be regarding the work profile Users can text to match profiles. Example: I want Bamboo Artisans Step 04: The Chat box will show all profiles for Bamboo Artisans as in the Directory or excel file Excel would be as simple as Skill Set, Profesional Profile Step 05:...

I have purchased a VPS from hostinger. Now, It supports Linux. I am looking for a proficient Linux expert who can assist me with installing software packages on my VPS. I want to install Ph...software packages on my VPS. I want to install PhpMyAdmin, MySQL, Laravel, Email Server, DB Performance Tools and Server Performance Tools, React, others. Key requirements: - Proficient in Linux system administration - Experienced in VPS management - Capable of installing software packages effectively Project will be considered as complete only once it is working fine. You need to perform it on our machine as we will share our screen with you as we need to document all steps. Kindly mention your bid and time required while biding. Also, mention which Linux Version is preferable as per your e...

I am on the lookout f...Create dynamic web pages that offer a smooth and interactive user experience. Content Addition: - The revamped website will include an array of content types for the most meaningful interaction. This includes blog articles for knowledge sharing, product listings for sales purposes, a portfolio showcase to display our achievements, and Learner Management System (LMS) integration for imparting e-learning. Ideal Skills: - Proficiency in - Experience working with dynamic web pages - Expertise in customizing templates - Familiarity with blog incorporation, product listings, portfolio, and LMS integration With these specific skills and experience, I am certain of engaging in a productive venture that will boost my website's functionality and aesthetic ap...

I'm in need of an experien...This text shall be useful as input data for another system I run. Key aspects of the task include: - Recognizing numerical data within images using advanced AI techniques. - Converting the identified numbers into text format suitable for another system's input requirements. The ideal freelance candidate for this project would be exceptionally well-versed and experienced with: - AI and Machine Learning methodologies, particularly in image processing. - Available tools and software for effective number recognition from images. - Text conversion from recognized image data. Your input will be an integral part of a crucial system we are running, and therefore accuracy and attention to detail are paramount. I look forward to your innovati...

...displays, tracking of financial performance, and the ability to manage financial transactions. Basically the job is to either maintain existing front end code and/or make a website from scratch. Make one page of a website at $2/page (negotiable max $5/page) each, there may be in total 10-30 pages. Here's an example $3/hr for maintenance work (long term work). Interview questions : Please tell us more about your working and some success experience ? Please tell me some of your experience in reading someone else's code and then start working on it, How do you feel about that? What did you achieved? Do you agree with the budget and job description ? Please tell me what is your daily activities, are you a full time freelancer or do you have a full time job ? Wi...

Hello Team, I have a nodejs (ExpressJs) app which is running on 3000 port on AWS EC2 ubuntu server, I want to implement the load balancing in the app so that my app can utilize the available cores of the CPU, I have two vcpu in my virtual machine. The app involved realtime communication usng , this is working fine when I use pm2 without cluster mode. But when I start the pm2 in cluster mode then my connection doesnt work and sometime it work and soemtime it doesnt work. I need a person who have done this implementation befoe so that work fine with pm2 cluster mode. I will not be able to provide you the code however you can guide me or take the remote access to solve this issue.

I'm seeking a tech-savvy, enthusiastic beginner-level videographer to create a variety of educational videos for my tech education website and YouTube channel. This role involves creating visually engaging and informative content that targets those interested in coding, web development, software engineering, and job interview preparation. Key Responsibilities: - Create coding tutorial videos - Develop web development guide videos - Prepare videos on job interview tips and guidelines - Educate the viewers on system design, data structures, and algorithms - Create tutorials on the latest tech tools and frameworks The ideal candidate should be knowledgeable in tutoring and explaining tech-focused topics and able to make engaging and informative videos that last for 10-20...

...programming language - Understanding of teenagers' learning habits and preferences Responsibilities: - Design an appealing and interactive augmented reality environment for teenagers - Incorporate language-based educational content that effectively engages and educates the target audience Ideal Skills and Experience: - Proven track record in designing successful augmented reality games for educational purposes - Proficiency in C# and its application in augmented reality - Strong understanding of teenage learning behavior - Prior experience in designing educational content is a plus If you are passionate about creating impactful, interactive educational content and have the necessary skills, I'd love to hear from you. Your work will not only be a learning...

I need a well-versed writer who can deliver 11 original articles centered on LED display technology. These articles should be SEO optimized and should not be machine-generated. They will total approximately 15,000 words. Key topics to discuss: - Technical specifications of LED displays These articles are targeting readers with some knowledge on LED displays. Hence, the writing style should be semi-technical, striking a balance between in-depth details and general information. Ideal skills: - Proven experience in tech writing, preferably on LED technology - Excellent SEO writing skills - Unique content creation that can pass AI detection - Ability to communicate semi-technical information effectively.

I require a specialist in running code that is based on AI/ML, specifically ResNet MobileNet, and other nature-inspired algorithms on my Windows laptop. The expertise required: - Extensive experience with Python, the programming language the code is written in. - Robust knowledge in machine learning and AI. - Familiarity and experience with Windows OS and optimization thereof for machine learning code execution. - Understanding of Predictive modelling, the primary outcome goal of the code. The goal of this project is to have the code successfully run and produce the expected Predictive modeling results. Be prepared for minor troubleshooting and optimization to make that happen within the Windows OS environment.

I'm in need of an expert to set up SQL Server 2019 on a Windows-based virtual machine. The system will be used to support website and desktop applications. Key Responsibilities: - Configuration of SQL Server 2019 on a Windows virtual machine - Ensuring secure and optimal performance of the system - Testing the setup to confirm seamless connectivity with website and desktop apps Ideal Skills: - Extensive experience in managing SQL Server 2019 - Expertise in Windows OS and virtual machines - Should have strong troubleshooting skills on SQL server - Familiarity with website and desktop app integrations.

I'm seeking a mechanical design engineer with a background in material selection, mechanical system design, and safety and reliability analysis. The project revolves around designing a screw conveyor. This includes: - A comprehensive understanding and execution of both aspects of machine design mentioned above, coupled with proficiency in creating a Bill of Materials (BOM) that also includes an estimate. - The screw conveyor design must be medium-sized with a capacity between 1-10 tons/hour. Please note, experience in conveyor system design is vital. Eligible freelancers should demonstrate their ability to design reliable and efficient mechanisms that prioritize safety. A strong track record in similar projects will significantly increase your chances of being selected...

Are you looking for weekly blogs to drive engagement with your target audience? Yes? Look no the world you are a subject matter this service provide the keywords and you receive a:100% unique blog/article without the use of AI each week800 - 1000 wordsKeyword rich, including keyword terms an... the world you are a subject matter this service provide the keywords and you receive a:100% unique blog/article without the use of AI each week800 - 1000 wordsKeyword rich, including keyword terms and phrasesSuccinct, easy to read copyTone tailored to target your audienceNo word stuffingFour blogs/articles a out my what clients say about working with me. Any questions? Contact me and ask. I am more than happy to talk with 's start today!

We’re Moorazul Business a versatile and growing company, offering extensive digital marketing solutions and language learning services. Known for our personalized approach and our ability to drive success in both the digital sphere and language acquisition. Now we're expanding our team! We're on the lookout for dedicated Sales Representatives who are eager to reach out to businesses and help elevate their digital presence. Here's what you need to know: - Tasks: Generate leads and close contracts. - Compensation: Commission-based earnings. - Product: Digital marketing services (Graphic Design for Social Media mostly) and conversational Spanish classes. - Payment Terms: Commission paid monthly, based on client payments received. - Availability Requeste...

We are looking for a team of 3-6 talented individuals to handle outbound calls for a digital campaign in German and Polish. This project requires individuals with excellent communication skills and fluency in both languages. As part of the team, you will be responsible for making calls to potential customers, promoting...you are a motivated self-starter who can work independently and meet deadlines, we want to hear from you! Skills required: - Fluent in German and Polish - Strong communication and persuasion skills - Ability to handle objections and provide effective solutions - Experience in telemarketing or sales - Attention to detail and strong follow-up skills - Self-motivated and target-driven This is a medium-sized project that will last for 1 to 3 months and good bonus poss...

...my brand to new heights, I'm seeking an innovative and experienced advertising expert. Objective: - The core aim of this project is to bolster the brand's recognition among working professionals aged between 25 and 50. Target Audience: - The focal point of our advertising will be working professionals aged 25-50, assuring that our brand resonates with them and aligns with their preferences. Medium: - We will majorly utilize online platforms for our campaign, including but not limited to social media channels and various websites relevant to our target demographic. Ideal skills for this role: - Strong understanding of brand positioning and strategy - Proven experience in digital marketing, specifically with a focus on social media and website advertising - Exception...

Hi Fatema K., Please find offer to begin working on our new website for Potter's Shed. I have sent you details for hosting and to begin building the WordPress website. Please let me know if you have any further questions.

...engaging. This presentation will cater to adult learners, thus it needs to effectively communicate complex ideas in a clear and understandable manner. Here's what I'm looking for: - Proven PowerPoint design experience, ideally in educational context. - Ability to incorporate both text and images seamlessly into the presentation. - Understanding of visual design principles to create an engaging learning experience for adult learners. - An understanding of the cognitive load theory and ability to accordingly design slides. This project requires the creation of a visually appealing educational tool that is both concise and clear. The successful freelancer will have evident understanding and experience in designing PowerPoint presentations. Familiarity with adult educat...

I'm currently seeking a highly experienced data scientist for applying machine learning techniques on a complex dataset. As a skilled professional, you'll be involved in: - Preprocessing and cleaning of data to remove any inconsistencies. - Conducting exploratory data analysis to unveil hidden patterns and correlations. - Selecting the right machine learning model and evaluating its performance over time. For this project, in-depth knowledge in Python and strong statistical background are highly desirable. Familiarity with supervised machine learning models is a key requirement as well.

I'm looking for a talented developer to enhance an existing open-source project on GitHub. The project is a Proctoring AI lo...real-time monitoring, which will allow for more effective proctoring during exams or similar activities. - **User-friendly Interface**: The revamped project should have an intuitive and engaging interface. This will help to enhance the user experience, making the proctoring tool more accessible and easier to use. Ideal Skills: - Proficient in Python and relevant libraries - Experience with AI and machine learning algorithms - UI/UX design and development skills - Familiarity with real-time systems and monitoring - Good understanding of academic proctoring systems If you have the necessary skills and experience to enhance this project, I'd ...

I'm in need of a machine learning or AI specialist who can adeptly perform data analysis and modeling on image data. Our goal is to read the data from passports of various countries, Data will be in various different languages. We dont want to use any paid api.

I'm seeking a professional to help me transcribe and code my interviews. Key requirements: - Transcription: I need you to transcribe 1-5 interviews with a high level of detail. You'll be coding, editing, and cleaning up the transcription for clarity. - Thematic Analysis: You're expected to assist in coding the data in a way that captures the essence of the responses in line with the descriptive nature Ideal Skills and Experience: - Proficiency in transcribing and coding qualitative data. - Excellent attention to detail to ensure the transcription is accurate and the coding reflects the nuances of the responses. - Good communication skills to keep me informed throughout the process. If you're confident in your ability to help me with these tasks and have a background,...

I'm seeking a versatile Mobile App developer, ideally fluent in developing for both iOS and Android systems. This app should serve to provide a high-end shopping experience for our existing E-commerce business, which primarily involves selling products. The app development must include the following features: - A comprehensive product catalog. - User account c...following features: - A comprehensive product catalog. - User account creation and login features. - A secured payment gateway integration. - Seller profile creation and management. An excellent grasp on user interface design and prior experience in E-commerce app development will be crucial for this project. The end result should be an app that not only promotes our brand but serves as an efficient medium for sellin...

Hello Digital Marketing Enthusiasts, Are you passionate about digital marketing and SEO? Do you have a knack for creativity and a hunger for learning? If so, we have an exciting opportunity for you! We are seeking dedicated individuals to join our collaborative team of digital marketers. Whether you're a fresher looking to gain hands-on experience or have some past experience under your belt, we welcome you to be a part of our journey. Here's what we're looking for: 1. Passion for digital marketing and eagerness to learn and grow 2. Freshers in the field are encouraged to apply, but individuals with some past experience are also welcome 3. Ability to work part-time, with a commitment to a long-term collaboration 4. Preferably pursuing graduation or post-graduatio...

As Pricing Strategy Manager, my focus is on enhancing revenue for my business through strategic pricing. Your role will be to craft a...company's profit margins and market share, and your success will be measured by the revenue growth we see as a result of your pricing strategies. Ideal Skills and Experience: - Previous experience as a Pricing Strategy Manager in a similar company. - Proven track record of increasing revenue through strategic pricing. - Deep understanding of the market dynamics, especially in relation to small and medium businesses. - Strong analytical and problem-solving skills. - Effective communication and collaboration abilities. Apply if you are ready to take on this challenge and contribute to our business growth through innovative and competitive pric...

โปรดลงทะเบียน หรือเข้าสู่ระบบ เพื่อดูรายละเอียด

I have a high volume PDF document that I need converted into a Word document. I'm looking for a medium quality output, with the original formatting of the PDF preserved as closely as possible in the Word document. Key requirements: - Accurate Conversion: I need the text of the PDF to be accurately transcribed into a Word document. - Formatting Preservation: The final output should reflect the original PDF in terms of layout, styles, and formatting. - High Volume: The PDF has over 200 pages, so the ability to handle a large volume of data is crucial. Ideal skills and experience: - Proficiency in PDF to Word conversion software or tools. - Attention to detail to ensure the accuracy and quality of the transcription. - Prior experience in handling large volumes of data for effici...

I'm in need of a skilled handyman who can assist me with a medium-sized project that is expected to last for a few days. I'm open to hiring individuals with mid-level experience. Skillset required: - Proficiency in carpentry, rebar making, plumbing, and electric work - Experience as an assistant in any of the aforementioned fields is a plus - Ability to work efficiently and independently

As the head of operations for a polymer company, I urgently need the expertise of a skilled chemical engineer who has a sound understanding of unsaturated polymers, MEKP, and cobalt accelerator. Our main objectives for this project are: • Research and development specifically relevant to unsaturated polymers • Achieving an optimal medium cure time • Minimizing waste through precise usages of chemicals at specific temperatures Our goal is to achieve the best cure time and minimize waste. However, we’re facing challenges during the winter and rainy seasons, typically when the temperature drops to around 5 degrees Celsius and the conditions become humid. During these periods, we’ve observed that the reaction does not start as expected. We’re unsur...

We're a passionate team building a FinTech startup focused on helping early-stage FinTech companies acquire high-quality leads and ac...with lead generation tools like ZoomInfo, Leadfeeder, or Sales Navigator is a plus. Excellent communication and negotiation skills are essential, as you'll be liaising with potential clients. Why Join Us? Your work will be crucial in shaping the success of our FinTech startup. We offer competitive rates commensurate with experience and skillset. Rates will be discussed in detail during the interview stage to ensure a mutually beneficial agreement. This is a fantastic opportunity for a skilled freelancer to play a key role in our growth and potentially build a long-term collaboration as we scale. Apply Now & Send Your Portfolio, Rate...

I'm seeking an expert data scraper to compile a comprehensive list of small to medium enterprises (SMEs) across Victoria, NSW, North Queensland, and South Australia. The scope of businesses should focus on restaurants and retail stores. The information needed for each business is as follows: - Business Name - Address - Phone Number - Website - Email Ideal candidate should have robust experience in data collection and validation to ensure the information provided is current and accurate. Proficiency in navigating Australian business directories and databases will be a valuable asset. Your scrupulous attention to detail and commitment to data integrity are critical for this task.

I'm keen to collaborate with a developer adept in Chrome extension and AI, in particular, machine learning. The key objective is to establish a Chrome extension capable of executing automated tasks. - Chrome extension work-flow - When I call on Google meet or Zoom, extract the questions of the recruiter or technical manager. - Making the answer (will use ChatGPT or AI) with the questions extracted and show it to popup on current web page. - Skills and Experience needed: - Proficient in Chrome extension development - Solid experience in AI, specifically with Machine Learning - The Task: - The extension must be proficient in automated tasks. When it comes to the type of automated tasks, the focus is on AI capabilities. With your...