Architecture and design programsJobb
Build Deeplearning Architecture Build Deeplearning Architecture Build Deeplearning Architecture
I have four university object oriented assignments I need to write a java program for. The assignments include 1.a) Write some simple java programs with hello world and reading numbers from the command prompt and conduct some arithmetic operations on them. 1.b) Position and coordinates and strings 2.a) Measurment and sensors, many classes that work together , sub-classes , and reading of the data from a webserver 3. Java graphic as well as standad classes for lists. Save list of positions as an arrays and iterators. A simple animation in the end of the assignment making a red circle that is made of the given positions. 4. The final assignment is to write a program that simulates how bunch of balls hit against the wal...
I have four university object oriented assignments I need to write a java program for. The assignments include 1.a) Write some simple java programs with hello world and reading numbers from the command prompt and conduct some arithmetic operations on them. 1.b) Position and coordinates and strings 2.a) Measurment and sensors, many classes that work together , sub-classes , and reading of the data from a webserver 3. Java graphic as well as standad classes for lists. Save list of positions as an arrays and iterators. A simple animation in the end of the assignment making a red circle that is made of the given positions. 4. The final assignment is to write a program that simulates how bunch of balls hit against the wal...
I have four university object oriented assignments I need to write a java program for. The assignments include 1.a) Write some simple java programs with hello world and reading numbers from the command prompt and conduct some arithmetic operations on them. 1.b) Position and coordinates and strings 2.a) Measurment and sensors, many classes that work together , sub-classes , and reading of the data from a webserver 3. Java graphic as well as standad classes for lists. Save list of positions as an arrays and iterators. A simple animation in the end of the assignment making a red circle that is made of the given positions. 4. The final assignment is to write a program that simulates how bunch of balls hit against the wal...
Hej. Jag såg att din profil stämde med vad jag efterfrågade. Jag har en mindre utredning jag behöver hjälp med, jag hoppas du kan vara intresserad av detta. Utredning är ganska enkel, dokumentation finns som behöver översättas till engelska. Vänligen lämna ett bud på länken enligt nedan om du tycker det är intressant. https://www.freelancer.com/projects/PHP-Software-Architecture/Utredning-EDI-elgrossister.html
...selection, filtering, sorting, pagination, and complex table relationships like aggregations and master-detail references. Core Requirements: 1. API Framework: The API should be developed using .NET 8. I am open to using either OData or GraphQL for the API architecture, depending on what the developer finds most suitable for the project requirements. Alternative suggestions are welcome for discussion. 2. Generic Controller: The API should feature a single, generic controller that can dynamically handle all tables within the database. This approach requires sophisticated coding to manage CRUD operations generically across all tables. 3. Metadata-Driven Architecture: The database tables' metadata will be managed externally and stored in and...
I'm seeking a skilled architect and landscape designer to bring my vision of a modern chalet to life. This project involves creating a design for the building itself, as well as the surrounding landscape and pool. Key aspects of the project include: - Chalet Design: The building will be a two-storey chalet, designed in a modern style. The size of the chalet is relatively small, less than 1000 sq ft, and will need to include all the necessary amenities and living spaces expected in a modern home. - Landscape Design: The outdoor setting around the chalet is of equal importance. I'd like to incorporate an outdoor kitchen and a fire pit area into the landscape. These features should seamlessly blend with the architecture...
...is developed for both iOS and Android platforms, with the primary function being payment processing. Ideal skills for this project include: - Experience in achieving PCI DSS compliance requirements & QSA certification for mobile applications. - Strong background in mobile app development, particularly Android - Previous experience with payment processing apps - Excellent communication and documentation skills - Proficient in the development of secure mobile applications that process financial transactions - Certified QSA (Qualified Security Assessor) PCI level 4. Key responsibilities include: - Conducting a full PCI DSS assessment of the app - Implementing necessary security controls - Providing guidance on ensuring the app is fully PCI compliant - An architectur...
I am in need of an expert Python developer with specific experience in Flask framework and Amazon DynamoDB. The primary task is to fix a database connection issue. We are finding it difficult to establish a stable connection with DynamoDB. • Required Skills: Python, Flask, Amazon DynamoDB, Monolithic architecture experience • Task: Diagnosing and troubleshooting connection issue between Python/Flask backend and DynamoDB. • Bonus: Working knowledge of monolithic architecture and associated best practices would be beneficial. Please submit your bids if you're confident in diagnosing and rectifying such connectivity issues. Your insight and expertise would be highly appreciated.
Calling all energetic and charismatic high ticket closers! Our company's name is MalTrak and we are a cybersecurity career coaching company. We help people build or shift their careers to cybersecurity. Our values are mainly empathy. We share compassion, understanding, and care through our interactions with each customer and you need to share the same values and energy in your sales calls. We are looking for an experienced High ticket closer on a commission-based and a base salary. It will be a 12% commission on coaching programs of $7200 or higher commissions of %15 for a high closing rate above 25% We have a complete 12 months coaching and mentorship program and we already have a high ticket closer at the moment an...
...photorealistic renders and videos for a range of products. The ideal candidate must excel in rendering techniques, possess meticulous attention to detail, and have the ability to breathe life into products through stunning visual representations. Responsibilities: Create photorealistic 3D models of products. Develop high-quality textures and materials. Render product images and videos using industry-standard software. Collaborate closely with the creative team to ensure alignment with brand guidelines. Optimize renders and videos for various platforms. Requirements: Demonstrated expertise in 3D rendering, modeling, texturing, and lighting. Proficiency in industry-standard 3D software. A strong portfolio showcasing past product visualisation ...
An app similar to Uber and Lyft. 1. Mobile App Development: Proficiency in mobile app development platforms such as iOS (Swift) and Android (Java/Kotlin). Experience with cross-platform development frameworks like React Native or Flutter can be beneficial for building apps that work on both iOS and Android. 2. Backend Development: Strong understanding of backend development technologies and frameworks like Node.js, Python (Django/Flask), or Ruby on Rails. Knowledge of databases such as MySQL, PostgreSQL, or MongoDB for storing user data, ride information, and other relevant data. 3. Geolocation and Mapping: Familiarity with geolocation services and APIs for tracking user location and providing real-time navigation. Experience integ...
I'm lo...the power of positive reviews in boosting my business and be able to devise a strategy to attract more of them. Key Responsibilities: - Focusing on Google My Business listing, the main platform for collecting reviews - Implementing a system to encourage customers to leave reviews, with a particular emphasis on offering incentives Ideal Skills and Experience: - Proven track record in online reputation management, particularly with Google reviews - Understanding of customer engagement strategies and tools - Experience with designing and implementing incentive-based review programs - Strong knowledge of Google My Business and its review features Your goal will be to help me create a positive online reputation by engaging with customer...
Detailed overall drawings will be provided ① Production of frame model - Basement of the first basement floor and first floor above ground, designated expression - Expression of floor level difference between the 2nd and 6th floors above ground - Expression of external finish ② Production of detailed reinforcement model - Column, girder, beam (at least 1, reinforcement spacing doubled) - Foundation, slab (only partial representation) ③ RC beam bending, shear analysis and design ④ Preparation of detailed labor distribution model (planned) schedule ⑤ Detailed reinforcement model (planned) construction cost estimation - Quantity calculation basis, work type statement, tally table, bar chart - Scheduled for final presentation - actual comparison ⑥ Prepa...
If you are new freelancer who wants to have their first job , We're seeking talented individuals, whether you're a student of architecture or a certified architect. Requirements: Passion for architecture. Creativity and innovation. Attention to detail. Proficiency in design software. Strong communication skills. This opportunity is perfect for gaining experience, building your portfolio, and establishing yourself in the freelance community. If you're ready to dive in, send us your portfolio and a brief introduction
I am looking for a skilled developer to create an engaging and user-friendly informational website, with a focus on presenting documentation forms and messages. The website should include a contact form for people to reach out easily. I am keen to find someone who can create a website that makes these documents easily accessible and clear to read. Ideal Skills and Experience: - Experience developing informational websites - Ability to integrate and develop a functional contact form - Exceptional ability in presenting text-based content - Detail-oriented and with a strong sense of website navigation and architecture.
I'm looking for a skilled freelancer to red...looking for a skilled freelancer to redefine the look of my house exterior using Photoshop. The goal of this project is to apply different color schemes to create a visually stimulating and appealing version. Key Tasks: - Work on the facade of the house - Apply distinctive color variations - Share the final remastered image Ideal skills and experience: - Proficient in using Photoshop for architecture and design - Proven expertise in understanding color schemes - Ability to showcase past work of similar nature. I encourage freelancers to include samples of their past work related to architectural design or house exterior modifications in their applications. Your creativity will be the deciding f...
I'm seeking a skilled hacker to develop a cheat program specifically for a popular mobile Chinese ...specifically for a popular mobile Chinese Mahjong app. Key Requirements: - I want the cheat to enable me to see other players' tiles during gameplay. This will provide me with a significant advantage when playing the game. Technical Details: - The cheat should be compatible with both Android and iOS operating systems as the game is available on both platforms. Ideal Candidate: - Proficient in mobile app development, specifically for Android and iOS. - Experienced in developing cheat programs for mobile games. - Has a strong understanding of Chinese Mahjong gameplay mechanics. This project is strictly for personal use. Please provide examples of releva...
...consultation will encompass frontend and backend technology choices, as well as database design and architecture. You must have at least 10+ years of full stack development experience. The main goal of this consultation is to provide sound advice on technology selection, design, and architecture of my web development project. The consultation should address the issues of technical feasibility and performance scalability for my project. I would like to understand best practices and potential pitfalls to avoid while building scalable and high-performing projects. The perfect candidate for this job would be an experienced full stack web developer with a deep understanding of frontend technologies, backend technolo...
Hello, I would like a logo for my company that deals with refrigerators, tents, and other event programs. I would like the logo to be simple and some details to be done, such as the tent and underneath as some kind of symbol for cooling, and for the name of my company, which is called "Hladnjače Kolomejac", to be found somewhere below, and the slogan would be " Vaš partner za bolji provod!" )
...Boomi iPaaS experience and strong administrative skills. The professional will be responsible for architecting integrations, optimizing existing integrations, and ensuring a seamless platform operation. Key Responsibilities: 1. Lead the design and architecture of enterprise integration solutions by leveraging the Dell Boomi Platform. 2. Develop Sophisticated Messaging-Based Integration Architectures To Facilitate Seamless Data Exchange Across Systems. 3. Implement A Wide Range Of Integration Scenarios Using The Dell Boomi Platform, Including Service-Oriented Architecture (SOA), REST, And Messaging Platforms. 4. Ensure The Security Of Enterprise Applications Within The Context Of API And Messaging Integrations. 5. Design ...
I'm in need of a skilled 3D modeler, proficient in designing modern architecture for residential buildings. Key Responsibilities: - Developing 3D models of a modern residential building according to the specifications provided. - Able to work on different scaled projects with attention to minute details. Ideal Skills: - Exceptionally good at 3D modeling. - Background in architectural design, specifically residential properties. - Comprehensive understanding and practice in modern architecture. - Detail-oriented and dedicated to bringing projects to life in a creative way. Please ensure you attach relevant work samples of residential models done in the past with a modern theme.
...successfully migrate mixed structured and unstructured product data from Oracle to SQL. This project requires a comprehensive understanding of database architecture, data migration best practices, and extensive knowledge of Oracle and SQL. Key Tasks: - Analyze and understand the structure of existing Oracle database - Prepare a thorough plan for data migration ensuring minimal downtime - Coherently migrate mixed structured and unstructured product data to SQL Ideal Skills and Experience: - Previous experience with Oracle to SQL data migration - Understanding of both structured and unstructured data - Deep knowledge of database architecture and design - Ability to troubleshoot any issues that arise during mig...
I'm looking for an experienced web developer to create a professional website for my company. The main purpose of this website is to showcase and provide information about our services to the general public. Our Design theme: - Modern, Professional, Minimal - User-friendly Ideally we would like our website to have a similar layout as: A bit about our Company: MaverickMobil Co. is a Canadian Company that provides Customer Service Consulting for our clients. We run customer review programs )i.e. secret shoppers) for different Canadian electronic and mobile companies. These programs give LIVE and REAL in-store customer feedback for our clients so that they know what to improve in terms of employee training, in-store security measures...etc. ...
Vänligen Vänligen Registrera dig eller Logga in för att se mer information.
I'm in need of a skilled architect to draft a single-family home plan for me. The ideal candidate for this project should be well-versed in residential architecture and have experience in designing homes with the following specifications: - Square footage between 1,000 - 2,000 sq ft - 4 or more bedrooms I'm looking for someone who can deliver a high-quality, functional design that takes into account modern living requirements and maximizes the use of space. If you have a strong portfolio in single-family home design, I'd love to hear from you.
I am in need of a skilled freelancer, preferably with experience in creating exterio...freelancer, preferably with experience in creating exterior renderings. These renderings need to be simple quality, showcasing classic style architecture way including measurements. The final goal for these graphics will be for design approval & for the carpenter to be able to create to scale. A sharp eye for architectural detail and a keen understanding of classic design elements are essential for this project. Proficiency in conventional architectural. Ideal skills: - Architectural rendering - Classic style design - Attention to details - Time management - Creativity - Proficiency in rendering software TO SCALE Each vertical line is 14 1/4” wide between ...
...should be an innovatively designed and adequately equipped vet clinic that includes: 1. An Examination Room: A sterile, well-lit space for routine check-ups and minor treatments. 2. A Surgery Room: A highly sanitized, fully equipped operation space for surgical procedures. 3. A 'Slide-out': An efficient, space-saving design feature for additional room if needed. Ideal freelancers for the job would have proficiency in spatial design, architecture, and mechanical design experience. Previous experience or understanding of veterinary clinic requirements is not required. Knowledge about shipping container conversions would be a bonus. Your creativity in making the space functional, inviting, and efficient for both staff a...
I'm seeking an ex...Responsibilities: - Implementing user authentication and authorization - Setting up and integrating a database - Developing cloud functions and serverless architecture I require someone with expertise in both frontend and backend development, as my project is intended to support both web and mobile applications. Ideal Skills: - Extensive experience with Firebase and Google Cloud - Proficient in both frontend and backend development - Prior experience with user authentication and authorization - Capable of database setup and integration - Knowledge of cloud functions and serverless architecture Your contribution will be crucial in ensuring a robust, secure, and scalable...
...assist with the design of my next generation network infrastructure. This project requires extensive knowledge and experience in network architecture design and security. The key aspects of this job will include: - implement new design fiber network with backup solution - Designing a network architecture that ensures both high-speed connectivity and robust security. - Coming up with a fiber network design and backup for a new city area. - Demonstrating experience in Local Area Network (LAN), The ideal candidate should possess: - A strong background in Network Architecture with specific expertise in high-speed connectivity. - Proven experience with network security. - Knowledge in fiber network ...
I need a professional to revise and add content to my Wikipedia business page. Specific areas of focus should be the main page including the introduction, products and services, company history, successful investments, and programs and partnerships sections. In terms of revisions and content additions, this entails fact-checking, verifying information, and updating the content for accuracy and currentness, while maintaining Wikipedia's guidelines and criteria. I can help provide relevant links for media and news Desired Skills: - Proven Wikipedia editing experience - Excellent research and fact-checking abilities - Knowledge of Wikipedia standards and rules
I'm in need of a Python expert who can meticulously extract text and tables from PDFs for data analysis. The requirements are as follows: - Develop a Python solution in form of a Jupyter Notebook - Preferable use of the libraries PyPDF2, Tabula, PDFMiner, PyMuPDF, and PDFPlumber for extraction Required Skills and Experience: - Proficient in Python - Familiarity with Jupyter Notebook - Experience with PyPDF2, Tabula, PDFMiner, PyMuPDF, and PDFPlumber - Data extraction and analysis expertise. Your commitments would include understanding the architecture of the PDFs, and the most effective library for extraction in each case. The ultimate goal is to create a Python script that eases the data extraction process for subsequent analysi...
...are looking for a MILVUS devOps expert who will know how to recommend and install the best Milvus hosting server. We are also looking for someone who has done this before MANY MANY times. The end goal is to 1/ recommend which Milvus install plan is best (K8, simple Docker, etc...) 2/ install Milvus and 3/ write detail documentation on how it was done. Then we may want to give you the chance to support and maintain the install. FOR us to consider your submission (WITHOUT the answers to these questions your submission will be automatically deleted) Question 1: Please let us know how many times you have configured and install Milvus. Question 2: Please describe the best architecture you recommend to install and host Milvus. Qu...
...JavaScript programmer capable of developing a multiplayer snake game similar to the popular game Slither. Key Responsibilities: - Design and implement a fully functioning and optimized snake multiplayer game using client-server architecture capable of thousands of simultaneous players. Ideal Skills and Experience: - Proficiency in JavaScript and multiplayer game development. - Strong understanding of how to implement multiplayer networking games using node.js and WebSockets. This task particularly requires experience in creating games for web browsers using JavaScript, node.js, and WebSockets. Gaming creativity, back-end architecture knowledge for multiplayer games, and an ability to meet deadlines consistently ...
...developed in-house and updated internally. This resource, currently in an Excel spreadsheet format, is used to assist employers in navigating our regional workforce programs and partners. To enhance its utility in responding promptly to RFIs (Request for Information), we aim to reinforce this database tool. Our objectives include implementing organizational features with multiple tags for efficient categorization and establishing a user-friendly update and maintenance system that does not require consultant engagement. 2. Objectives: i. Objective 1: Enhance Database Organization 1. Introduce multiple tags for easier navigation and filtering of information 2. Implement organizational features to categorize workforce partners efficiently ii. Obje...
...residential exterior designs and can work seamlessly with ACM panels. Your responsibilities include: - Assist with the design of a residential exterior, adding creativity and functionality. - Experience working with ACM panels is a must. - Ability to provide sketches, blueprints, or digital drafts of the design. Preferred skills and experiences: - Proven track record in designing residential exterior architecture. - Understand residential zoning and building codes. - Knowledge of sustainable design practices is a plus. - Excellent communication skills to understand and incorporate my needs and ideas. This project offers the opportunity to bring creativity to a residential design that stands out. If y...
I'm currently in need of an experienced architectural drafter to assist me with a residential building project. The ideal candidate will be able to provide the following services for a medium-sized building (1,000 - 2,500 square feet): - Draft detailed floor plans. - Create comprehensive e...building project. The ideal candidate will be able to provide the following services for a medium-sized building (1,000 - 2,500 square feet): - Draft detailed floor plans. - Create comprehensive elevation drawings. - Develop a 3D model of the building. The project involves a medium-sized residential building, and I'm looking for a drafter who can accurately interpret my requirements and bring the project to life through clear and precise drafting. Prior experience in r...
I'm looking to expand my living space by adding a modern, second-floor structure to my current home. Key job requirements: - Develop design plans for a modern architecture styled second floor - Ensure large windows feature prominently for natural light - Include a balcony or terrace in the design. The ideal candidate should have strong experience in modern architecture, proficiency in designing multi-level homes, and a knack for integrating natural light and outdoor spaces in living areas.
...architect with expertise in modern residential designs. The focus of the project is to develop an open floor plan, that embodies the spirit of modern architecture. sleek, minimalist, and thoroughly contemporary. Ideal Skills and Experience: • Expertise in modern residential design • Proven portfolio of open floor plan concepts • Comprehensive knowledge of minimalist principles in architecture • Proficiency in architectural software for design and modeling Your role would be to design a concept that meets these specifications and works in harmony with the rest of the home's style. Any previous experience or portfolio related to modern residential design would be valuable for this project. Lo...
...Education Department (GED and ESL Programs) to the Salesforce Education Cloud. The goal is to develop a Minimum Viable Product (MVP) by the end of May, utilizing the current grant year's funds effectively. Project Requirements: Data Integration: Implement data import functionality from Ellucian Colleague to Salesforce via API. Automate student ID generation and demographic data push to Salesforce upon student initiation of the enrollment process. Experience Cloud Site: Develop a system for students to receive an email enabling them to log into Salesforce to complete their application once their data is imported. Document Management: Enable students to upload necessary documentation such as Photo ID and other required scans during the application proces...
...used to manage and display events, with functionalities tailored for two different user types: commercial users and normal users. This project will integrate advanced features including user authentication, payment processing, and dynamic interaction with the map. Project Details: Development of Two Different Forms: Create user-specific forms for event entry. Commercial users' forms will include membership management and payment functionalities. Google Maps API Integration: Utilize Google Maps JavaScript API to overlay event data on a map, employing custom markers and interactive elements. Backend and Security: Set up a secure server environment with robust authentication and role-based access control. Implement secure payment proc...
I am looking for a simple modern design for my retractable banner: Please review website for more details to add to the banner also include logo and pictures. Header EOM DETROIT: Your One-Stop Solution for Profitable Real Estate Investments and Dream Ownership About us: At EOM Detroit, we specialize in providing comprehensive real estate investment opportunities for homeowners and investors. Whether you're looking to achieve your dream of homeownership or seeking lucrative investment options, we have the programs and expertise to guide you every step of the way. Benefits of real estate investing: passive income stable cash flow tax advantages diversification leverage. ALSO ADD CONTACT INFORMATION THAT IS ON WEBSITE
I'm in need of a skilled architect and interior designer to help me redesign my house to incorporate a new two-car garage and change the current garage into a master bedroom. I want the new master bedroom to have a traditional design style that is both timeless and elegant. Additionally, I want to enclose the porch for increased indoor space. Here are the key elements of the project: - Design a new two-car garage. - Convert the existing garage into a traditional style master bedroom. - Close in the porch to create additional indoor space. The ideal freelancer for this project should: - Have solid experience in architecture and interior design, particularly in designing traditional style bedrooms and house extensions. - U...
I've almost completed the frontend of my heart disease prediction system and am currently looking for a skilled freelancer to provide a solid backend architecture that seamlessly integrates machine learning algorithms for heart disease prediction. Although the specific algorithm to be used has not been decided yet, possible options could include Decision Trees, Random Forests or Support Vector Machines. Ideal Skills and Experience: - Proven and demonstrated experience in building backend systems. - Proficiency in machine learning concepts and their application. Preferably, they will: - Have experience in applying machine learning to healthcare or medical-related projects. When you apply, please include: - Examples of relevant work. - Detailed p...
I'm looking for a Django developer skilled in Django Rest Framework (DRF) to improve my existing w...Accordingly, the main criteria (IMHO, up for discussion): ✅ Experience in **E-commerce development** (to avoid repeating the same mistakes) ✅ Experience working in a large company / applying principles of successful and long-term development independently (TDD, Documentation, CI/CD ...) ✅ Experience / ability to design DB and application architecture - simple for expansion and stable under load. ✅ Technical stack (knowing and applying tools (Redis, ElasticSearch, ...) and knowledge of best practices As a perfect response - let me know which parts from above are representing you the most and specify your timezone. My budget is 50...
Responsibilities: - Lead the development and integration of user interfaces in Unity for a computer vision application. - Provide expert guidance in the architecture and design of software built on the Unity platform. - Collaborate with the engineering team to integrate advanced image processing algorithms seamlessly with Unity. - Establish and maintain best practices for Unity development and version control within a shared workspace. - Optimize performance and memory usage of Unity applications dealing with large-scale data processing. - Train and mentor team members on Unity-specific skills and practices. - Manage code repositories, ensuring robust version control and efficient collaboration across teams. - Troublesho...
I am in searc...walkthrough at an advanced level. - This entails more than the standard shape and structure modeling, it calls for an in-depth consideration of textural elements, lighting effects, landscaping, and various environmental details. -The final product should be a compelling and visually engaging reflection of the architectural model. - Although no specific viewpoints or angles were dictated, a bit of creative initiative is encouraged to promote the most visually striking portrayal of the architecture. - Applicants with notable experience in architectural 3D modeling - especially those with a knack for environmental effects and landscaping - will be given stronger consideration. Bring your technical expertise and artistic flair, ...
I am seeking a Figma designer to help me create the architecture for a Learning Management Portal website. Key Responsibilities: - Develop the overall structure and layout of the website using Figma - Design the user flow and experience for the Learning Management System Ideal Experience: - Proficient in Figma and UI/UX design - Previous experience with architecture and design of learning management systems - Strong understanding of user experience principles This project will involve creating the backbone of the website, so an understanding of how to structure and organize the content for an LMS is a must. Your expertise in Figma will be crucial to visually represent the website's structure and flow.
...Algorithms, Computer Architecture, and Operating Systems. Key Requirements: - The tutor should have an advanced-level understanding of the topics mentioned above. - The tutor should be able to handle GRE Exam level questions. - I prefer online classes, so the tutor should have excellent virtual teaching skills and the ability to explain complex concepts clearly through online platforms. Ideal Skills and Experience: - Proven experience in GRE Exam preparation, particularly in the areas of Analysis of Algorithms, Computer Architecture, and Operating Systems. - Strong virtual teaching skills, with a track record of successful online sessions with students. - Excellent communication and the ability to simplify complex topics for easy unders...
