Mathematics for machine learning github jobs

...seeking a highly skilled Front-End Developer with a strong focus in React(using Typescript) and a minimum of 12+ months of experience in creating web applications. You will be responsible for the development, design, and implementation of our new website's front-end aspects. This is a **6-month contract** position with a competitive hourly rate. **Key Responsibilities** - Developing new user-facing features using React.js and Typescript - Building reusable components and front-end libraries for future use - Familiarity with RESTful APIs and integrating front-end with back-end services. - Optimizing components for maximum performance across a vast array of web-capable devices and browsers - Implementing an intuitive user interface - Designing engaging website...

I'm in need of a generative artificial intelligence that can analyze given text inputs and provide suggestions based on the analysis. The main purpose of this AI would be for data analysis. Key Requirements: - The AI should be primarily text-based. - It should be able to process and analyze the supplied text. - The output should be suggestions derived from the analysis. Ideal Skills and Experience: - Previous experience in developing generative AI systems. - Proficiency in natural language processing and data analysis. - Strong understanding of machine learning algorithms.

...need of a proficient Python developer who can help compile a Python code, that I have acquired from GitHub, into an executable format for Windows. As the client, I expect: - Understanding the existing Python code and its dependencies - Transforming the Python code into a Windows executable file Successful freelancers should provide a detailed project proposal illustrating how they plan to compile the code to exe on a Windows operating system. Though no specific Python libraries or frameworks were mentioned, a background in Python coding and debugging is paramount. The ideal freelancer should have a deep understanding of Python code, dependencies, and experience dealing with code from GitHub. Experience in generating Windows executable files from Python code will...

...seeking an experienced software developer to create code for a power electronics control system. The project involves using an Arduino DUE and the IMC101T T038 motor controller. The software should control and regulate both the grid side and machine side using Space Vector PWM (SVPWM). Communication between the Arduino and other components will be handled via serial communication. Additionally, the system should include a quadrant display using 4 LEDs to indicate whether it is operating in motor or generator mode. All datasheets and circuit diagrams will be provided. Key Responsibilities: Control and Regulation: Implement SVPWM on both grid and machine sides. Grid-side control: Adjustable power factor (cos(φ)), current, and power. Machine-side control:...

...development skills, with the aim to create a robust and functional website targeting students. The layout should be intuitive, offering a seamless learning experience. Key Features: - A fully functional and interactive landing page that includes contact forms and social media integration for enhanced communication. - A secure payment gateway offering an effortless checkout process for users. - Implementation of video and study material storage facilities. - Live classes integration providing real-time learning experiences. Study Material Details: - Incorporation of text files, video lectures, and interactive quizzes for a well-rounded learning experience. The project offers a strict timeline, hoping to complete within 1 month. Ideal free...

...seeking an experienced developer to convert the SPM12 GUI interface, currently built on the MATLAB compiler, into a Python application. The source code for SPM12 is available at SPM12 GitHub repository Objectives: • Translate the entire SPM12 codebase from MATLAB to Python while maintaining functionality. • Develop a Python-based GUI that replicates the current MATLAB interface. • Ensure the converted application integrates well with Python scientific computing stacks. Key Deliverables: • A fully functional Python version of SPM12. • Source code with comments and documentation. • A user guide for the Python-based GUI. Skills Required: • Proficiency in MATLAB and Python programming languages. • Experience with ...

...create a versatile e-signing utility. This tool should allow users to select the DSC ( usb token) inserted to the local machine and can sign PDF, XML, JSON, and Text files in bulk and with the following additional features: - Bulk Signing: It should support signing multiple files at once, with no specific limit. - Predefined Output Path: Users should have the option to assign a default output path for the signed files. - PDF Signature Display: For PDF documents, the utility should display the signature as an optional feature. The goal is to have this utility developed within a month. Ideal skills for this project include: - Proficiency in programming languages suitable for file processing (e.g. Python, Java) - Experience in developing software ut...

I am seeking an AI developer with significant expertise in reinforcement learning. Key Responsibilities: * Apply reinforcement learning techniques to solve complex problems. Required Skills and Experience: * Proficiency in Python. * Expert-level knowledge and hands-on experience in reinforcement learning. Only apply if you possess an excellent understanding of reinforcement learning algorithms, and Python programming. This project is demanding and requires a high level of competency, therefore, only experts in the field are sought. Your expertise will be crucial in optimizing our current models and laying down the roads for future developments.

Project Description: We seek a highly skilled software developer to compile the ARM64 code from GitHub, based on Golang 'go'. Your role is crucial in ensuring the Velociraptor server operates flawlessly on the Odroid N2+ platform (4GB RAM) by creating an installer or Debian package (.deb) that functions flawlessly on Debian Ubuntu 20.04 (MATE Desktop). The ARM64 code is available online, and we wish to have it as a package so the user can run it and go through the setup of the velociraptor server seamlessly on the N2+, use the local webserver to create agents (sensors as MSI or exes) and analyse/collect remote endpoints using the open source tool on the box. This project involves adapting the Velociraptor software, an open-source security tool , to work seamlessly

I'm looking for a freelancer to be the model for ultrasound demonstrations at a medical conference. These demonstrations will not focus on diagnosing a medical condition, but rather showcasing a particular company's medical device and technology. Ultrasound is a safe and non-invasive way to look into the body, it is used on children and pregnant people and had no xrays or magnetic fields. Ideal skills and experience: - Willingness to have ultrasound gel placed on the abdomen, neck and legs. - Willingness to have medically trained participants at the conference watch the images generated while you are scanned and discuss technical aspects of the ultrasound machine around you. - Willingness to be scanned by visitors to the conference booth, they will be under...

I'm in need of an expert in video analytics for object detection, specifically guns and knives. The ideal candidate should be able to create a system that can flag the presence of these objects in real-time. Key Requirements: - Object Detection: Specifically for guns and knives - Real-time Processing: Immediate alerts in case of detection The project involves creating a robust and reliable system that can be used in a security setting. Experience in computer vision, machine learning, and video analytics would be highly beneficial.

I'm in need of a desktop application that automates sperm analysis, leveraging the power of AI. This software will be used to create spermograms. Key Requireme...Intelligence to improve the accuracy of the analysis. - Creation of Spermograms: The main purpose of the software is to create spermograms. This requires the software to be able to present the analysis in an organized and understandable way. Ideal Freelancer: - Proficient in AI and machine learning, particularly in the healthcare or biological fields. - Experience with developing desktop applications. - Previous work or knowledge of sperm analysis or similar medical diagnostics. This project is a unique opportunity for a freelancer with a strong background in AI and software development to contribut...

I'm seeking a skilled draftsperson with expertise in Autodesk Inventor to create a small-sized CAD design along with recorded video of a bush with internal grooves specifically for lubrication. This design will be optimized to reduce friction, thereby enhancing its overall performance. 2) 2nd cad part as well recorded video Unfortunately, details regarding the bush's durability weren't disclosed, but proficiency in creating this critical machine part is essential. Ideal candidates should have: - Proficient knowledge of Autodesk Inventor. - Expansive experience in mechanical drafting. - Excellent understanding of part function and performance improvement techniques. - Pragmatic practice with small-size assemblies.

I'm looking for an expert to help configure my Cyclecloud HPC cluster. This is a specific project with the following requirements: - Configuring the cluster for machine learning and simulations tasks - Ensuring the cluster can handle large data processing in a timely manner - Implementing efficient resource utilization strategies - Validating the performance of the cluster with real-world workloads The ideal candidate for this role should have: - Proven experience in configuring Cyclecloud HPC clusters - A strong understanding of machine learning and simulation requirements - The ability to optimize resource utilization and improve scalability - Excellent communication and problem-solving skills Please provide your past experien...

I'm in need of a highly skilled and advanced CISSP trainer for on-prem training in Kuwait. The training will be for a small group of 1-10 participants. The ideal candidate should be able to provide the following training materials: - Comprehensive printed manuals and handouts - Digital copies (PDFs, slides) for participants to refer to post-training - Practice exams and quizzes to help reinforce learning and assess understanding The trainer will be expected to travel to Kuwait for this assignment. Experience in providing CISSP training in a physical setting, particularly in the Middle East, would be a significant advantage. The ideal candidate should be able to deliver complex CISSP concepts in a clear and engaging manner, ensuring participants can ...

I am looking for an AI trainer proficient in Python or java to assist me with my AI project. Key Requirements: - Proficiency in Python: You should be adept in using Python for AI projects. - Machine Learning and Deep Learning Skills: Ideally you will have a solid foundation in machine learning and deep learning concepts and their practical applications. - Communication Skills: A good trainer should be able to explain complex ideas in simple terms. I will require online and offline assistance, so you should be comfortable with both modes of training. The ideal candidate should be able to provide regular updates and feedback on my progress. I am eager to get started and would appreciate if you could commit some time to this project...

... The script should be designed for personal use and should function as follows: - Verify Identity Using Facial Features: I need the script to accurately identify the face through the camera and ensure that the right person is in front of it. This is a crucial functionality for the script. - Desktop Application: The face recognition script should be developed as a desktop application. It should be user-friendly and easily accessible on Windows. I'm looking for a freelancer who has experience in creating face recognition scripts. Proper understanding of machine learning, computer vision, and security protocols will be a plus. Your proposal should include previous projects you have worked on that are similar to this one. Also, please state your ti...

...specifically for a slot machine. The API should support payment and payout in India. Key Requirements: - **Payment Integration**: The API should seamlessly integrate E-wallets for easy transactions. Ensuring this function is secure and user-friendly is paramount. - **Real-time Game Updates**: The API should have the capability to provide real-time game updates. This feature is crucial for the slot machine game to run smoothly and keep our users engaged. Ideal candidates for this project should have experience in casino game development and API integration, particularly with E-wallets. Understanding the nuances of the Indian payment landscape would be an added advantage. Experience in creating real-time game updates is a must. A track record o...

I'm looking for an AI expert to help me improve an existing AI model. This project requires full-time engagement to achieve the best results possible. Specifically, I'm looking for someone with experience in Natural Language Processing (NLP). This project will involve analyzing large datasets of text and quotes, in order to develop a powerful natural language processing model. The model should have the ability to classify quotes by sentiment, recognize intent and extract entities from the text. There will also be opportunities to explore new techniques for natural language understanding and machine learning. The right candidate should have excellent problem-solving skills, knowledge of machine learning and natural language proce...

...required to perform machine learning techniques such as LDA and NMF. Key Responsibilities: - Extracting insights from unstructured text and numerical data - Utilizing machine learning techniques like LDA, NMF, etc. - Ensuring an ethical approach to data analysis - Asking the right questions for analysis and providing detailed insights Requirements: - Extensive experience in data analysis, particularly with unstructured data - Proficiency in machine learning techniques like LDA and NMF - Strong ethical understanding and the ability to consider ethical implications in data analysis - An analytical mindset with the ability to ask the right questions and provide detailed insights Ideal skills and experience for this job would inclu...

...experienced developer or development team to create a sophisticated web application with integrated advanced machine learning capabilities. This project encompasses several core components essential for a robust, user-centric platform. Project Components: User Registration System: Develop a comprehensive and secure user registration and authentication system. Ensure scalability and seamless user experience. Live Chat Feature: Implement a resilient and real-time live chat system. Ensure high availability and responsiveness. Advanced Machine Learning Integration: Develop and integrate advanced machine learning algorithms to enhance user experience and platform functionality. Key machine learning functionalities should include:...

I'm looking for a knowledgeable individual in the field of Mathematics, specifically Graph Theory, who can efficiently and accurately rewrite my research. The primary goal here is to create a fresh version with distinct wording while preserving the important findings and messages. The main section requiring your expertise is the Methodology. I expect a comprehension of mathematical concepts and a strong proficiency in interpreting and rewriting complex research methodologies in a clear, engaging manner. Key Skills & Experience: - Proficient in English - Mathematics, specifically Graph Theory - Exceptional writing and editing skills - Experience in research re-writing. - Solid understanding of research methodologies. Please only bid if you can demonstrate y...

I am in search of a talen...animator who can bring my manufacturing machine to life in a technical, yet simplified, animation. Your task will be to create a low-detail model, focusing on basic shapes and forms, rather than getting caught up in the nuts and bolts. Experience in a similar field will be seen favorably. Key responsibilities and required skills include: - Creating and animating a 3D model of a manufacturing machine - Maintaining technical authenticity in the animation - Accuracy in representing basic shapes and forms - Proficiency in 3D animation programs - Effective communication skills While a comprehensive understanding of manufacturing machines is not necessary, an illustrative comprehension of mechanical elements would be highly beneficial. Let's bring...

I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that...

I'm looking for someone who can transform my sketch into a modern and intelligent interior design for small bathroom with walk-in shower, washbasin, toilet, and space for a washing machine. The result should be a 2D plan and a 3D rendering.

I'm...help me complete a 1,000 to 2,000-word assignment on business management. The deadline for submission is within 2 weeks. its an assignment for personal learning competency's for business management Key Responsibilities and Requirements: -1. To have identified the core learning competencies and attributes required to be successful in higher education. 2. To have established what constitutes a personal learning identity and consider your own identity, your core competencies and attributes. 3. Use reflection as a tool to understand past behaviour and develop strategies for future personal learning. 4. Explain the purpose of feedback and have developed personal strategies to receive and analyse feedback for per...

I'm looking for a seasoned sales and services expert to help my business to customers in expanding its market reach. Key Requirements: - Enhance Market Expansion Strategy: I need someone with solid experience in creating and refining strategies to help our business reach new audiences. - Boost Product Customer Satisfaction: You'll be tasked with finding ways to ensure our customer's satisfaction with our products, as this is key to our growth strategy. Business to customer Skills and Experience: - Proven track record in market expansion strategies, ideally in the radio industry. - Proficient in measures of customer satisfaction including interpreting online reviews, ratings, return or refund rates. - Ability to work with teams and adapt to changing market...

...educators, families, children and communities, rights of children and inclusive and democratic learning style Key Responsibilities: - Break down complex empowerment strategies into simple, actionable steps. - Use compelling and motivational language to inspire new teachers in their journey. Ideal Skills: - Proven experience writing in an inspirational and motivational style. - Familiarity with the field of education, specifically teacher empowerment. - Exceptional ability to engage and inspire novice educators through writing. - Capacity to maintain reader engagement with compelling narrative style. The goal of this project is to create a comprehensive tool that will serve as a robust resource for novice teachers, helping them find their voice, build confidence, and mas...

...advertising a learning course. I will be delivering the course by zoom over 6 weeks, and I want to use moodle to post course materials, and interact with the course participants. A draft of the course information is attached. I'm looking for a freelancer who can support me with my Moodle platform. I have never used moodle before, so I need help with installation and setup, and ensuring that our required functionality is possible. I am working with an assistant and we both need to be able to access the participant forums to respond to queries, and to upload and receive materials. Please provide a succinct proposal, and an expectation of how long this would take. I am after a very simple solution at this stage, as the moodle element is only for communicat...

DotNet developers required for #Errors removal and Improvement work# in thenafter Host on server. Developers should also have knowledge about Merger of sourcecode and database of his done-work with other developer's done-work on GitHub. Website Address - User emailid- @gmail.c Password- kaspersky Errors removal and Improvement work which has to be done is explained in below link-

I am looking for an URGENT freelancer who can create a Thinkific course with a clean and minimalist design for my Head Spa business. The course should be geared towards working professionals and should incorporate video tutorials, written instructions, and interactive quizzes. |I also require my landing page on Thinkific to be worked on. It's half done but needs refining. You must be fast and efficient with examples of similar work you've competed. Please do not apply if you are juggling multiple projects. I need someone dedicated to getting this completed within a few days. The ideal candidate for this project should have: - Experience with Thinkific course creation - The ability to develop clear and concise video tutorials - Skills to create engagi...

...custom assessment platform, similar to Coderbyte/ Hackerrank tailored to my specific needs not limited, but similar to . Here's what I'm looking for: 1. AI-Generated Code Assistance** - **Smart Code Suggestions**: Implement AI algorithms that provide real-time code suggestions and auto-completions similar to tools like GitHub Copilot. - **Code Snippets**: AI can suggest commonly used code snippets based on the problem statement and context. - **Problem Solving Hints**: AI can offer hints or guide candidates through difficult problems without giving away the solution. - **Adaptive Learning**: Use AI to adjust the difficulty of questions based on the candidate's performance in real-time. ### **2. AI-Based Cheat Detection** - **Plagiarism Detection...

this is a static page, i need to create dynamic add of posts from top box. top box is like facebook with a create button, then you should list the posts. in the first box you need to add category (an empty select with cat1 cat2 cat3) a calendar date and an autocomplete for searching country-city ok? i will provide you api and project on github so im here for anything that is related to backend - create post - retrieve post - edit a bit the card

...designer for creating an engaging brand design for an upcoming education contest. The brand design should include a unique logo and a complementary color scheme that conveys inspiration and innovation The name of the awards is "GBA School Awards" (where GBA stands for "Greater Bay Area") The logo could convey education and also be something that implies "connectedness" which is what the GBA is all about. Please read a bit about GBA to understand better In addition to the logo I'd like a graphical element for each of the award categories Experiential Learning Program EdTech Program Diversity Equity and Inclusion School Wellness STEAM Award Innovative Facilities Student Agency Innovative Marketing Innovative Te...

...firms actively using AWS to partner with us for the 2024 CRP program, which focuses on promoting AWS adoption. Through this program, you can earn rewards for launching new projects on AWS or for your existing active AWS projects. Increase your earnings effortlessly, without any additional workload. If you're interested in learning more, let's connect to discuss the details. Eligibility Criteria: The program is open to all IT companies, independent vendors, and freelancers supporting a diverse range of clients, primarily those in the early stages of AWS cloud solutions adoption, including start-up’s, small to medium-sized businesses, and independent software vendors projects must meet the eligibility requirements set forth in this program. T...

...identity. Key Design Aspects: - Incorporate Nature: I envision a logo that's nature-inspired, reflecting the essence of land clearing services. - Ventrac 4520: The logo design should intelligently feature the Ventrac 4520 machine or a rendition of it, the primary equipment used for clearing. - Modern & Clean: I want a logo that's both modern and clean in design. Color Preferences: I am inclined towards a color palette that includes Green, Brown, and possibly Blue. These colors should be well-blended to represent the natural and professional aspect of the business. Primarily for: - Website: The logo will be predominantly used on the website, so it needs to be scalable and look great online. - Business Cards: It will also be printed on business car...

As the owner of 'Colorsofpunjab', I'm looking to have a website developed for my Punjabi dance academy. The goal of this website is to promote our classes and events, to showcase our performances and student achievements and to provide detailed information about the academy and its faculty. Key Features: - Home: The website should have a welcoming and informative homepage, providing an overview of our academy. - About Us: The 'About Us' section will include our mission statement, core values, and a brief history of the academy. - Classes: This page will contain information about the various dance classes we offer, the levels, timings, and any fees associated. - Events: A dedicated space to list upcoming events, workshops, and performances. - Gallery: A visu...

Recreate about 90 slides to a popular learning platform. Some images may need to be resized or replaced with stock images.

More details: Which specific UI change would you like to make to the app? Change color scheme What is the primary color you want for the app's color scheme? Blue Do you require any additional features to be added to the app? add logo

I'm looking for a uniquely skilled individual capable of developing an AI-based application that can independently generate distinctive digital paintings. The primary function of this AI will be to create one-of-a-kind artworks with limited human intervention. Specific style direction was left open by myself for the developer's artistic discretion. Ideal skills and experience for this task would include: - Substantial experience in AI and machine learning - Strong background in digital painting and related software - Capacity to incorporate creative and imaginative elements into AI algorithms - Understanding of various art styles is a bonus

We are seeking an experienced...seeking an experienced skilled Raspberry Pi developer for an exciting machine workflow using Raspberry Pi and servo motors. The project involves developing software for control, and integrating the Modbus TCP/IP protocol. The successful candidate will demonstrate expertise in Python programming, servo control, and Modbus communication. Phase 1: Set up the Raspberry Pi 4b to control servo motors and configuring communication with the Panasonic Minas Driver and Panasonic Servo Motor. Install Modbus server software and develop custom Python scripts for Modbus communication and servo motor control. Phase 2: Control Iron Core Linear motors and configuring communication with the Mitsubishi Driver . This can turn into a long term p...

I need a competent writer with a strong understanding of computer science to help me research and write content for a web-based system. Key Requirements: - Proficiency in various areas of computer science, particularly in Artificial Intelligence, Data Science, or Cybersecurity. - Ability to thoroughly research and cover a range of topics within computer science, such as Machine Learning, Algorithms, or Network Security. - Excellent writing skills and the ability to articulate complex technical concepts in an engaging and easy-to-understand manner.

I’m looking for a skilled developer who can convert my existing HTML5 Casino Game to an online Flask Backend. The backend should integrate with a PostgreSQL database. Key Functionalities: - User Registration and Login: Implement a secure user registration and login system that allows players to create accounts and access the game. - Game Settings Management: Develop a platform that can manage the game settings, with a particular focus on the Slot Machine settings. These include Win Occurrence, Free Spin, Balance, and other relevant parameters. - Database Integration: Connect the Flask backend to the PostgreSQL database so that it can store and retrieve the necessary game and user data. Ideal Skills and Experience: - Proficiency in Flask and PostgreSQL. - Previous expe...

...aged 1-3 years old. The primary goal of these videos is to entertain, making the learning experience fun and imaginative. Key requirements: - Age-appropriate content: The animations should resonate with this specific age group, maintaining simplicity and focusing on visual appeal. - Colorful Design: The overall style of the animations should be bright and colorful, creating an engaging and visually stimulating experience for young viewers. - Storytelling: The animations will be used to bring to life poems and rhymes, so an ability to translate literature into captivating visuals is essential. - Experience with children's content: While not mandatory, prior experience creating educational or entertaining videos for toddlers would be highly beneficial. I'...

...Python file that was running fine last night for data analysis purposes. However, after trying to upload the '' file to GitHub, I encountered an error due to the file size being too large for GitHub. I need to get the Python file running again, but with the '' file stored on an external service to work around the file size limitations of GitHub. Key requirements include: - Identifying and resolving the issue causing the Python file not to run - Storing the '' file on an external service and adjusting the Python code to access it from there Ideal Skills and Experience: - Proficiency in Python - Experience with data analysis and handling large datasets - Familiarity with version control, specifically using GitHub - ...

Hello Wordpress Wizards! ✨ We are seeking an experienced WordPress developer to assist with the final setup and testing of our Learning Management System (LMS) using LifterLMS and GrassBlade xAPI Companion. Our course, created with Rise and published as a SCORM file, needs to be fully integrated and tested on our existing WordPress site. Additionally, we require on-hand support on the day the course goes live to ensure everything runs smoothly. Responsibilities: Review and optimize the current LMS setup using LifterLMS and GrassBlade xAPI Companion. Implement and test SCORM file integration to ensure smooth functionality. Conduct CSS customization for aesthetic improvements on specific pages according to our design guidelines. Thoroughly test functionalities including cour...

Looking for an experienced DaVinci Resolve tutor with advanced proficiency to guide me through some technically demanding aspects. The primary focus areas will be: - Color grading - Video editing - Visual effects If you are an industry professional with a solid knowledge of these subjects and have tutoring experience, I need your help immediately. Let's advance my skill-set in DaVinci Resolve together. The expectation is to not just deliver conceptual understanding, but also practical application to make immediate progress in my learning. Serious inquiries only, please!

Please Sign Up or Login to see details.

As we delve further into the world of quilt design, our team needs a proficient quilting professional who is well-acquainted with HZZE quilting software. This task involves converting our simple vector design into a .DAT file suitable for our HZZE machine. The design has been created in Adobe Illustrator and isn’t intricate, it requires implementing straight stitching only. Your skills and experience in working with similar software and accomplishing related tasks would be pivotal to the success of this project. We look forward to seeing the design come to life.

...- We do not have time for budget negotiations. I'm looking for someone to develop an AI machine learning app that can scan all company Office 365 emails and SharePoint files via Azure API; store the data in long-term memory of the AI; and have autogpt agents, chat gpt and custom gpts with chaacter limits that can aswer questions on company emails and documents and also alert you when you or any staff forget to respond to something important. Ideal Skills and Experience: - Strong background in machine learning and artificial intelligence - Proficient in developing applications that can integrate with Office 365 - Experience with building applications that can scan emails and files - Knowledge of setting up alerts and chat functionalities ...