Asterisk answering machine jobs

I had a Python application which uses a pre-trained YOLOV8 model for detecting vehicles and i got someone to train the same file for detecting ambulances with the other vehicles. However, the program...someone to train the same file for detecting ambulances with the other vehicles. However, the program is mislabeling all vehicles as ambulances now. I need a skilled Python programmer to rectify this issue. Key requirements include: - Excellent Python skills, with experience in machine learning and AI - Good understanding of how YOLOV8 works - Ability to debug and fix the mislabeling issue This job requires a meticulous eye for detail and solid troubleshooting skills. Applicants must have prior experience in machine learning and computer vision projects, particularly with ...

I'm looking for a skilled writer to craft a comprehensive research paper on a topic related to Machine Learning, Business Intelligence, E-commerce, or any other suitable area. Here are the details: - Word Count: The paper should be a minimum of 50 pages. I'm looking for detailed, well-researched content. It should also have a Turnitin plagiarism score below 25% and 0% Ai. - Deadline: The paper needs to be completed within 1 month. - Citation Style: The paper should follow APA citation style. Ideal candidate for this project should have: - A strong background in Machine Learning, Business Intelligence, E-commerce, or a related field. - Exceptional research and writing skills. Previous experience in academic writing will be a plus. - Proficiency in APA citation st...

...-------------------------------------------------------IMPORTANT-------------------------------------------- This project will offer a great opportunity to showcase your skills in lead generation and content creation, while also expanding your knowledge in the SAP software industry. Candidate needs to have SAP pre-sales skills, knowledge on SAP AI and S/4HANA Please resond to the job post briefly answering the following question (no copy and paste from Google / AI Generated Answers): 1. In your own words, what do you understand by S/4HANA 2. What is SAP BTP ? 3. What do you think is most crucial in an S/4HANA implementation ? 4. List 2 advantages of SAP Generative AI 5. What are some of the key features of SAP Generative AI ? 6. What is your Rate / Per article / Per post (how...

I'm seeking a partner well-versed in mobile telephony. The successful applicant will support my personal project by clarifying the mechanics of sending promotional content via bulk SMS. With your experience in telecommunication and bulk SMS provider services, your insights will be invaluable to me. Specific tasks may include: - Explaining the options available for sending SMS in bulk - answering questions on transport methods and filtering methods as well as encoding questions Previous experience in mobile marketing or telecommunication industries is a huge plus.

Please DONT APPLY of you dont have the experience and skills! I'm looking for an NLP Developer who has experience with parsing PDF files, integrating OpenAI and other LLM providers APIs, and building RAG (Retrieval-Augmented Generation) applications. The main objective of this proje...processing - Integrating OpenAI APIs to enhance the chatbot's responses - Building a RAG-based chatbot system for providing contextual answers The ideal candidate should have: - Proficiency in NLP and experience with developing language models - Strong skills in integrating APIs - Previous experience in building chatbots or conversational AI systems - Familiarity with RAG applications and question answering systems If you have the necessary skills and experience for this project, please fee...

...The main objectives of the project are to automate the trading process and analyze my past order data using machine learning algorithms in order to develop a successful trading strategy. Key project requirements: - Build a Forex trading robot that can operate independently - Use my past order data to analyze and improve trading strategy - Implement machine learning algorithms to enhance the robot's trading capabilities Ideal skills and experience for this job include: - Proficiency in programming languages commonly used in trading robot development (e.g., Python, C++) - Expertise in working with Forex market data and trading platforms - Experience in creating and implementing machine learning algorithms for trading purposes - Strong understanding of automated...

I'm looking for a seasoned data scientist with a strong background in machine learning and healthcare. The objective of this project is to analyze public health data and identify discrepancies in the patient's health records. Key project details: - We will be using public health datasets as our primary source of data. - The main focus of the project would be to identify discrepancies within the patient's health records, especially issues related to CBC reports like low RBC or WBC counts. - Create a webapp interface with ML functioning integrated. The ideal candidate should: - Have a proven record of working on machine learning projects with a healthcare application. - Be proficient in data analysis, specifically in working with public health datasets. - Demo...

Vacuum machine/ thermoforming machine 1500x1000 with ajustable frame

Vacuum machine/ thermoforming machine 1500x1000 with ajustable frame

...patterns within a dataset using machine learning models. Your expertise will be instrumental in making sense of the underlying trends that the raw data contains. The main responsibilities will include: - Scrutinizing the datasets rigorously in order to identify trend patterns - Deploying machine learning models for an in-depth analysis The nature of the data is undisclosed at this juncture, which adds an element of challenge to the project. Therefore, a flexible analyst capable of working with different data types will be ideal for this role. Remember, the key objective is to highlight trend patterns within the given dataset efficiently and accurately. Someone with experience in data analysis using Python, as well as a comprehensive understanding of machine lea...

...patterns within a dataset using machine learning models. Your expertise will be instrumental in making sense of the underlying trends that the raw data contains. The main responsibilities will include: - Scrutinizing the datasets rigorously in order to identify trend patterns - Deploying machine learning models for an in-depth analysis The nature of the data is undisclosed at this juncture, which adds an element of challenge to the project. Therefore, a flexible analyst capable of working with different data types will be ideal for this role. Remember, the key objective is to highlight trend patterns within the given dataset efficiently and accurately. Someone with experience in data analysis using Python, as well as a comprehensive understanding of machine lea...

...to have the following features. - Create unique music based on user input information (speed, type, length...). - Create music based on the voice provided by the user - Change the voice of music provided by the user to the voice provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience with voice synthesis technologies such as WaveNet, Tacotron, or similar frameworks. 6. Familiarity with data augmentation libraries such as SpecAugm...

...primarily be utilized for research purposes. The results should be reliable and consistent. - Image Type: The CT images to be segmented are specific to the brain. Therefore, experience with this type of image segmentation is highly desirable. Ideal Skills and Experience: - Proficiency in medical image segmentation, particularly with CT images and the brain. - Strong background in unsupervised machine learning techniques, with a focus on fuzzy-based methodologies. - Proven experience in delivering moderately accurate results for research purposes. - Ability to ensure the segmentation is in line with medical standards and practices. If you think you have the expertise required for this project, I'd love to hear from you. Please share relevant experience and your approach in...

I'm looking for a professional secretary to manage and handle all of my phone calls using our dedicated phone system software. The selected candidate must be highly organized, courteous, and must be able to handle high volumes of calls in an efficient and effective manner. Key Responsibilities: - Answering phone calls -Making appointment on our software program. -Helping employees with their schedules. - Taking clear and concise messages on my behalf when necessary. Ideal Skills and Experience: - Previous experience as a secretary or in a similar role - High level of professionalism - Excellent verbal communication skills - Proficient with phone system software - Detail-oriented and superb organizational skills This position does require English language skills, knowle...

I need an experienced specialist to configure my ESXi server, specifically focusing on storage settings and virtual machine settings. Skills and Experience Required: - Solid experience with ESXi server setup - Storage configuration skills - Familiarity with Virtual Machine settings Tasks Include: - Configure local storage on ESXi server - Set up virtual machine settings for 1-5 machines Having previously worked on similar server configuration tasks would be an added advantage.

Seeking a developer with experience in C# and SQL for a predictive artificial intelligence project. Your role will involve developing a model to predict user behavior on a vending machine, utilizing data stored in SQL Server. Proficiency in artificial intelligence is required. Please don't send a bid to later try to increase it. Will be declined.

we're currently working on a project that involves predicting stock closing prices using Python. We're in need of a website developer to create a platform for our project. The website will include features such as a login and register page. Once logged in, users should be able to select a stock from a drop-down menu (e.g., Apple, Microsoft) and make predictions. The output will be the predicted closing price (that our model predicts) for the selected stock. Additionally, we'd like to incorporate a 'favorites' feature, allowing users to bookmark stocks for quick access during future logins.

...the logs of all the users - like when they logged in , what actions they did for audit purpose. Just a view and search screen 1. Registration & Cancellation & View & Update 2. Configure Mail Communication email IDs. 3. Optional SMS functionality based on Company Radio or Yes/No selection. 4. Ensure all necessary fields from the initial idea to customer engagement are included. 5. Real time machine availability with color coding on calendar. Red: Busy - This time slot is unavailable for meetings or appointments. Amber: Tentative - This time slot might be available, but needs confirmation before booking. Green: Available - This time slot is open for meetings or appointments." 6. • Separate campaign-specific email addresses should be created for intern...

I'm looking for a skilled presentation expert who can help me create a compelling presentation focused on the Enagic Kangen Water Machine. Key Goals: - Educate viewers about the benefits of Kangen Water - Persuade viewers to purchase the Kangen Water Machine - Provide a platform to demonstrate the Kangen Water Machine Target Audience: - Potential customers - Health and wellness enthusiasts - Sales representatives Key Features to Highlight: - Alkaline water production - Antioxidant properties of the water - Multiple water ionization settings The ideal candidate should have experience in creating sales-oriented presentations, preferably for health and wellness products. Excellent communication skills and a keen understanding of consumer psychology would be a pl...

I'm currently in need of a logo designer who can help me create an innovative design for my new venture. The logo should incorporate certain elements, such as letters and icons. Key Aspects of the Project: • The logo design: The design will be from scratch. I'm not looking for designs made using AI or Canva. • Style: The style is flexible as I skipped answering the specific style I wanted, so feel free to use your creativity. • Essential Elements: The logo should incorporate letters and icons. It's up to you to decide how to intertwine these elements to produce a striking, memorable logo. • Color scheme: I'm open to color suggestions. Use your expertise to create a color scheme that appropriately represents the brand and its values. Your F...

I am looking for a full stack web developer to create a Network Management System (NMS) website that can be deployed on any cloud or local hosting. Main Functionalities: 1. Loginpage login (create user/password in the backend) 2. Dashbord one - prints rows of a tab...configurable(will be configured through pop up window) , stats, logs , status 4. One of the table could have a flow table just for read only 5. THere should be back end persistent DB which saves all the data 6. THere should be method to bring down this and powered back any time Acceptance criteria 1. NDA signing 2. Web page working conditions and exceptions taken care on AWS/ local machine 4. UI page design will be approved in each stage of development 5. well written code with enough comments

I am in need of a versatile individual who can expertly manage my social media accounts and provide basic video editing. Here's what I'm...and provide basic video editing. Here's what I'm looking for: - Mastery in handling Facebook, Instagram, and Twitter. - Experience in creating engaging social media content. This includes posts that are visually compelling and text that provokes interaction. - Ability to schedule posts and efficiently manage content calendar. - Proactive in engaging with followers, reacting to comments, and answering queries. For the video editing part, you don't need to be Spielberg. I just need someone skilled in making clean cuts, good transitions, and basic color grading. If you're a social media maven who has a keen eye for ...

I am in need of a versatile individual who can expertly manage my social media accounts and provide basic video editing. Here's what I'm...and provide basic video editing. Here's what I'm looking for: - Mastery in handling Facebook, Instagram, and Twitter. - Experience in creating engaging social media content. This includes posts that are visually compelling and text that provokes interaction. - Ability to schedule posts and efficiently manage content calendar. - Proactive in engaging with followers, reacting to comments, and answering queries. For the video editing part, you don't need to be Spielberg. I just need someone skilled in making clean cuts, good transitions, and basic color grading. If you're a social media maven who has a keen eye for ...

Hi, I'm looking for a private tutor for the subject of machine dynamics, undergraduate level of mechanical engineering, need a experienced tutor to solve questions step by step. Message me for details, belt drives, epicyclic gears, simple gear train, mass moment of inertia and so on.

I'm in need of a dedicated, professional, and efficient virtual assistant capable of performing various tasks with a strong focus on scheduling meetings, managing my calendar and answering calls. This role requires someone: -Who is a female -Fluent in English, with excellent written and verbal communication skills -Experienced and proficient with Google Suite -Able to manage my time effectively through careful organization and prioritization of tasks Ideal candidates will have experience in a similar role and demonstrate the ability to handle tasks with efficiency and discretion. Your ability to provide support while maintaining professionalism at all times will be essential in this role.

I'm looking for a skilled Android app developer to create a beverage vending machine system with a backend web application. The system should be capable of providing a seamless experience for customers, ensuring convenience and efficiency in the beverage ordering process. Key Features: - The Android app will need to include the following functionalities: - Ordering beverages: The app should allow users to browse through a selection of beverages and place orders. - Payment processing: The app should offer a secure and user-friendly payment gateway for transactions. - Brewsing: An additional feature that enables users to brew their own beverages in the vending machine. - The payment processing system should ideally support: - Credit/debit cards: Seamless...

...within my existing Godot game. The objective is to enhance the behavior of the slime entity, enabling it to both chase and attack the player. Key Points: - The game is in 2D, so experience with Godot's 2D engine is essential. - This project involves integrating a machine learning plugin into a game. - The AI of the slime entity should be at a basic level, with simple and predictable patterns, and should not be too complex. Ideal Freelancer: - Proficient in Godot engine, with experience in 2D game development. - Skilled in machine learning, particularly with reinforcement learning algorithms such as DQN and Actor Critic. - Understanding of game AI, and able to implement AI at a basic level. - Good communication skills is a plus, as I would like to understand the proc...

...premium features. Requirements: Website / Document Scanning Functionality: * Users should be able to input any website URL or document into the application. * The application should scan the website and extract relevant data for processing. * Extracted data should be stored in a database for future reference. AI Model Integration: * The application should integrate with an AI model capable of answering questions based on the scanned website data. * Preferably, use a free or cost-effective AI API for this purpose. * The AI model should provide accurate responses to user queries based on the scanned website data. Chatbot Integration: * Develop a chatbot feature that can interact with users and provide responses using the AI model. * The chatbot should be modular and easily inte...

I'm in need of a talented and reliable developer who can implement a machine learning model in .NET Core for a simple time series prediction task. Key Requirements: - You'll need to utilize machine learning techniques to create a model capable of predicting daily /hourly visitors as we have data for each enterance. - The model must be suitable for .NET Core and efficiently integrated into the existing system. Ideal Skills and Experience: - Proficient in .NET Core - Strong understanding of machine learning algorithms, particularly those suited for time series prediction. Please note that the specific machine learning algorithm to be used was not specified, so you'll need to have a versatile understanding of various algorithms. Your ability t...

I'm seeking a skilled Python developer who can aid in creating, training, and testing a Convolutional Neur...shared as the project goes on. The deliverable of your task will be a working Python code able to solve a given image classification problem, producing corresponding output, which will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn), and machine learning (including Scikit-Learn, TensorFlow, Keras). - Convolutional Neural Networks - Experience with image processing tools and libraries...

...elements: - Expenses: Detailed tracking of an array of expenses. The ability to enter itemized costs is a must, and other daily expenses (office, car fuel..). Also monthly expenses like rent, salaries, bonuses and truck or excavator maintenance ect. - Income: This should include a breakdown of different revenue sources. - Employee tracking: A system to input and manage each employee's work hours. - Machine rental: Documentation of the equipment rented, including the duration of rental. - Fuel consumption: Dedicated section to record fuel usage by each piece of machinery. - Machinery utilization: The calculation of utilization percentage considering hours of operation and kilometers driven on a daily basis. And i need all in Daily, Weekly and monthly overview The ideal ca...

I'm in need of a highly skilled freelancer who can develop an AI-based search engine tailored towards the customers and employees use for a company. The key features required fo... -Personalized recommendations: The ultimate goal is to personalize user experience, thus the engine should be capable of generating recommendations based on user behavior and preferences. In terms of data sourcing, the AI engine should primarily draw information from databases. A background in data mining and database management would therefore be advantageous. Proven experience in AI, machine learning, and natural language processing is a must-have. Understanding of UX design to foster user-friendly interactions is also highly desirable. If you have relevant skills and experiences, I'd lo...

...within my existing Godot game. The objective is to enhance the behavior of the slime entity, enabling it to both chase and attack the player. Key Points: - The game is in 2D, so experience with Godot's 2D engine is essential. - This project involves integrating a machine learning plugin into a game. - The AI of the slime entity should be at a basic level, with simple and predictable patterns, and should not be too complex. Ideal Freelancer: - Proficient in Godot engine, with experience in 2D game development. - Skilled in machine learning, particularly with reinforcement learning algorithms such as DQN and Actor Critic. - Understanding of game AI, and able to implement AI at a basic level. - Good communication skills is a plus, as I would like to understand the proc...

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

Hello, I get this kind of error when I install Ubuntu, and the issue is that the features I enable get disabled after a restart. I've set the settings in BIOS, but once on windows features the hypervisor platform is enabled, it gets disabled after a restart on the virtual machine. I need to deploy Opendevin and perplexitca

More details: Is this project for business or personal use? Business Will this project involve the installation or maintenance of an X-ray machine? Installation review What specific aspects of the DRX Evolution X-ray machine would you like to be reviewed? Software interface

I have an Excel dataset that I'm looking to augment primarily to increase its dataset size using Python . This is in the context of machine learning modeling, so the main objective is to ensure I have enough varied data to train my models effectively. Key Responsibilities: - Implementing data augmentation techniques for numerical data in Excel format - Expanding the dataset significantly while keeping the integrity of the original data ( Read the word file attached)

Source code: Compile it and run all the apis on your machine , if there is any api issue , give me estimate time and budget to fix it. More details: What specific tasks do you need the Node developer to perform? Backend development Which backend frameworks are required for this project? Node Are there any specific features or functionalities that you would like the backend to have? I will mention

I'm seeking a skilled developer to build a speaker identifier using Python and the Siamese Network model. It must be able to: - Differentiate between multiple speakers in a single audio clip - Identify the same speaker across different audio clips The developed system should accept .WAV as the input format. I...Python and the Siamese Network model. It must be able to: - Differentiate between multiple speakers in a single audio clip - Identify the same speaker across different audio clips The developed system should accept .WAV as the input format. It's crucial for the prospective freelancer to be proficient in Python, with a deep understanding of Siamese Networks and audio processing. Sound knowledge of Machine Learning principles and techniques would also be a plus. ...

...syncing. - Utilize machine learning to categorize bank transactions accurately, providing reliable financial insights. - Ability to reconcile bank transactions, ensuring the accuracy of financial records. - The system should send detailed financial reports via email, keeping stakeholders informed. - Additionally, the script should be able to handle amortization schedules and other related uploads. - A feature for journal entries based on additional uploaded information, like amortization schedules, is needed. User Interface: - A user-friendly and intuitive interface is essential for this project. The system should be easy to understand and navigate for users with different levels of technical knowledge. Ideal Skills and Experience: - Extensive experience with AI and machine...

I'm in need of an experienced PBX / VOIP / SBC engineer who can address several issues with our customers phone systems system. The primary goal of this project is to troubleshoot and maintain current systems. Key Responsibilities: - Troubleshoot ongoing call quality issues - Investigate and resolve call drops - Address any connectivity problems Skills Required: - Extensive experience with Asterisk and other PBX systems - In-depth knowledge of VOIP network architecture - Proven track record in troubleshooting and maintenance Please only apply if you have a strong background in VOIP technologies and are confident in your ability to resolve issues.

Looking for an adept Flutter Developer with significant Machine Learning (ML) and Computer Vision (CV) capabilities for an exciting Mobile App project. The timeline for completion is approximately one month. I'd like to highlight that: - The main purpose of the app and specific features to be included shall be discussed in detail later on. - The ideal freelancer for this project should demonstrate considerable experience in Flutter development, with a track record in ML and CV projects. - The ability to deliver completed work within tight deadlines is paramount. - Proven capability in creating imaginative and user-friendly mobile applications is desired. You should need to have experience using this package: or something similar and

I'm looking for a skilled and creative programmer to create an application that can generate book covers using artificial intelligence (AI). This app must be able to generate designs based on a given title. The requirements for the generated designs include: 1. Core Elemen...book cover should be formatted in portrait orientation with the dimensions of 1000x1500 pixels. 3. Flexibility: The AI should be adaptable, capable of generating covers without genre limitations as the app’s genre capabilities were not defined. The ideal candidate for this job has a mix of programming and design skills, with experience in AI programming and a keen design eye. Experience with machine learning would be a plus. A strong understanding of typography, color theory, and image composition...

...understanding of Depth-first search, Breadth-first search, and A* search. This expertise will be crucial for a Machine Learning project I’m working on. Requirements: - Proficient in Python - Strong knowledge and experience in implementing Depth-first search, Breadth-first search, and A* search algorithms - Experience in Machine Learning projects The freelancer should be skilled in the implementation of these algorithms in a Machine Learning context. I’m looking for someone with a proven track record in this area, as the effectiveness of these algorithm implementations is crucial to the overall success of this project. Your understanding of these algorithms and their applications in the Machine Learning field will be key in ensuring that the pr...

...analysis. As this project is focused on predictive modeling, specifically regression models, your skills and experience should highlight your familiarity and expertise with the following tasks: - Statistical Analysis: Your main task would be centered around executing statistical analysis and modeling using R programming. The project primarily requires predictive modeling, like regression and machine learning techniques. - Regression Models: Given the nature of this project, it's critical that you have a keen understanding of regression models. Your role would entail using these models with R programming to analyze the large data set provided. Your ability to handle large data sets, extract meaningful insights, create predictive models, and effectively present results will...

I'm looking for a seasoned full stack developer with a solid background in AI and mobile development. As the platforms for deployment will be iOS and Android, proficiency in programming languages that support these platforms is required. Responsibilities: - Develop an AI psychologist application for iOS and Android platforms. - Apply machine learning techniques. - Build an efficient, testable, and reusable code. Ideal Skills: - Experience with AI, Machine Learning, iOS, and Android app development. - Proficiency in Python, JavaScript, and Java would be ideal but it's not required. - Deep understanding of mobile development frameworks. Don't hesitate to apply if you are experienced with building AI apps for mobile platforms. I look forward to a successful co...

For this project, I'm looking for an expert in machine learning and image recognition to develop a model that will accurately identify food objects from images: Key Objectives: - The model should focus explicitly on food items with the end goal being to assess the share of shelf products in stores. Please ensure that the model can identify a range of different food types, with a strong understanding of diversity in shapes, sizes, and packaging. - The final application of the image recognition model is for retail shelf analysis. Ideal Candidate: The perfect match would have experience with object recognition models, particularly food items and retail environments. Strong proficiency in machine learning and related software would be a substantial advantage for this proje...

I'm looking for a skilled inspector to evaluate and sign off on an oven and a crepe machine in my kitchen. Specifically, your focus should be on: - Oven: Performance and safety, ensuring optimal operating conditions and safety standards are met. - Crepe Machine: Functionality and particle count, assessing its workflow and cleanliness. Previous experience in kitchen equipment inspection is important for this job. Your expert eye will help maintain efficiency and longevity of the devices.

...to have the following features. - Create unique music based on user input information (speed, type, length...). - Create music based on the voice provided by the user - Change the voice of music provided by the user to the voice provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience with voice synthesis technologies such as WaveNet, Tacotron, or similar frameworks. 6. Familiarity with data augmentation libraries such as SpecAugm...

As a Windows user, I'm looking for someone who can set up an OpenSSH server on my personal computer. This setup should allow connections to IP socks without requiring any authentication. Key Tasks: - Installation and configuration of OpenSSH on my Windows machine. - Ensuring the server is properly set up to connect to IP socks that don't need authentication. Skills and Experience: - Proficient in Windows systems and administration. - Experienced with setting up OpenSSH servers. - Good understanding of networking and IP socks. - Ability to ensure the server is easy to use for beginners. Please ensure that you're able to balance the need for security with the priority of making this setup beginner-friendly.