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courses [2025/01/05 21:34] – created - external edit 127.0.0.1courses [2025/01/07 17:03] (current) marian
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 +====== Courses ======
 +
 +
 +Welcome to the [[courses:ai|AI]] & [[courses:data|Data]] courses page! Here you'll find a selection of courses related to Artificial Intelligence, Machine Learning, and Data Science. These courses are suitable for beginners, intermediate learners, and advanced professionals.
 +
 +==== Course Table ====
 +
 +| **Level**           | **Course Title**                          | **Description**                                                              |
 +| **Beginner**        | **Intro to Machine Learning**            | A beginner's course to understand the basics of machine learning.            |
 +|                     | **Data Science for Beginners**           | Learn fundamental concepts in data science.                                  |
 +|                     | **AI Basics**                            | A primer on artificial intelligence and its applications.                    |
 +| **Intermediate**    | **Deep Learning with Python**            | Dive deeper into deep learning techniques and neural networks.               |
 +|                     | **Data Analysis with R**                 | Learn how to analyze and visualize data using R.                             |
 +|                     | **Introduction to Natural Language Processing** | Understand the basics of NLP.                                                |
 +| **Advanced**        | **Advanced Machine Learning Techniques**  | Explore more sophisticated ML algorithms and models.                         |
 +|                     | **AI for Robotics**                      | Learn how AI can be applied in robotics and automation.                      |
 +|                     | **Big Data Analytics**                   | Techniques for working with large-scale data processing and analysis.        |
 +
 +
 +
 +==== Certifications and Resources ====
 +  * **Coursera: AI and Machine Learning Specialization** - A comprehensive specialization on AI and ML.
 +  * **edX: Data Science Professional Certificate** - A professional certificate from top universities.
 +  * **Google AI Resources** - Explore AI resources provided by Google for developers and researchers.
 +
 +
 +
 +===== Web Courses =====
 +
 +
 +This page contains courses focusing on building web portals, educational websites, and creating a wiki for various use cases.
 +
 +==== Beginner Courses ====
 +  * **Introduction to HTML & CSS** - Learn the fundamentals of web design and web structure.
 +  * **Web Development with JavaScript** - Dive into client-side programming with JavaScript.
 +  * **Creating Your First WordPress Site** - Learn how to build a blog or website using WordPress.
 +
 +==== Intermediate Courses ====
 +  * **Responsive Web Design** - Master techniques to design mobile-friendly and responsive websites.
 +  * **Intermediate JavaScript** - Delve deeper into JavaScript and dynamic web pages.
 +  * **Building Websites with Django** - Learn web development using the Python-based Django framework.
 +
 +==== Advanced Courses ====
 +  * **Advanced Web Development with React** - Learn to create dynamic web applications with React.
 +  * **Node.js and Express.js** - Build back-end applications using Node.js.
 +  * **Web Security Essentials** - Understand how to secure your websites and prevent cyber attacks.
 +
 +==== Certifications and Resources ====
 +  * **Coursera: Full Stack Web Development** - A specialization program covering both front-end and back-end development.
 +  * **FreeCodeCamp** - Comprehensive free resources for all levels in web development.
 +  * **Udemy: The Web Developer Bootcamp** - A full course for aspiring web developers.
 +
 +
 +
 +===== Multimedia Courses =====
 +~~NOTOC~~
 +
 +Explore various courses related to Visualization, Graphics, and Multimedia technologies.
 +
 +==== Beginner Courses ====
 +  * **Introduction to Graphic Design** - Learn the basics of creating compelling visuals.
 +  * **Fundamentals of Photography** - Understand how to capture the perfect shot.
 +  * **Basics of Animation** - Get started with basic animation techniques.
 +
 +==== Intermediate Courses ====
 +  * **Adobe Photoshop for Intermediate Users** - Expand your knowledge of Photoshop with advanced techniques.
 +  * **3D Modeling with Blender** - Dive into the world of 3D graphics using Blender.
 +  * **Video Production Basics** - Learn the essentials of shooting and editing videos.
 +
 +==== Advanced Courses ====
 +  * **Advanced Animation Techniques** - Master advanced animation skills for professional results.
 +  * **Visual Effects with After Effects** - Learn high-level visual effects using Adobe After Effects.
 +  * **Cinema 4D for Motion Graphics** - Explore advanced motion graphics and 3D animation.
 +
 +==== Certifications and Resources ====
 +  * **Udemy: Complete Graphic Design Masterclass** - Learn all aspects of graphic design.
 +  * **Coursera: Advanced Computer Graphics** - A deep dive into advanced graphics and rendering.
 +  * **Lynda/LinkedIn Learning** - Access a variety of professional multimedia courses.
 +
 +
 +
 +===== Electronics Courses =====
 +
 +This page contains a selection of courses focusing on electronics, including Arduino, Raspberry Pi, KNX, SCADA, and other technologies.
 +
 +==== Beginner Courses ====
 +  * **Introduction to Arduino** - Learn the basics of the Arduino platform and its applications.
 +  * **Getting Started with Raspberry Pi** - A beginner's guide to Raspberry Pi and its uses in electronics.
 +  * **Basic Electronics** - Understand the fundamental concepts of voltage, current, and resistance.
 +
 +==== Intermediate Courses ====
 +  * **Intermediate Arduino Projects** - Expand your Arduino skills by working on real-world projects.
 +  * **Building IoT Systems with Raspberry Pi** - Learn how to connect Raspberry Pi to the Internet of Things.
 +  * **KNX Basics** - An introduction to KNX, the standard for home and building automation.
 +
 +==== Advanced Courses ====
 +  * **Advanced SCADA Systems** - Learn the complexities of SCADA systems and how they are used in industrial automation.
 +  * **Designing Smart Circuits** - A deeper dive into designing efficient and reliable electronic circuits.
 +  * **Embedded Systems Development** - Explore embedded systems development for advanced electronics applications.
 +
 +==== Certifications and Resources ====
 +  * **Coursera: Introduction to Electronics** - A comprehensive course to master electronics fundamentals.
 +  * **Udemy: Arduino Step by Step** - A complete guide to Arduino programming and projects.
 +  * **Raspberry Pi Official Documentation** - Explore the resources and tutorials from the official Raspberry Pi website.
 +
 +===== How to Enroll =====
 +Click on the course title above, visit the platform's website, and follow the instructions to start your learning journey.
 +
 +===== Cloud Courses =====
 +
 +
 +This page covers various cloud computing topics, focusing on cloud platforms, services, and cloud app development.
 +
 +==== Beginner Courses ====
 +  * **Introduction to Cloud Computing** - Understand the basics of cloud technology and services.
 +  * **Getting Started with AWS** - A beginner's guide to using Amazon Web Services for cloud-based projects.
 +  * **Google Cloud Fundamentals** - Learn the fundamentals of Google Cloud Platform services.
 +
 +==== Intermediate Courses ====
 +  * **Developing Cloud Applications** - Learn how to develop and deploy applications on cloud platforms.
 +  * **Azure Fundamentals** - Explore Microsoft Azure and how it can be used for enterprise applications.
 +  * **Cloud Security Basics** - Understand how to secure data and applications in the cloud environment.
 +
 +==== Advanced Courses ====
 +  * **Advanced Cloud Architecture with AWS** - Learn about advanced architectural patterns for scalable and fault-tolerant cloud solutions.
 +  * **DevOps in the Cloud** - Master DevOps practices with cloud services like AWS, Azure, and GCP.
 +  * **Cloud Networking and Distributed Systems** - Learn about networking, distributed systems, and their role in the cloud.
 +
 +==== Certifications and Resources ====
 +  * **AWS Certified Solutions Architect – Associate** - A certification that demonstrates your cloud architecture expertise.
 +  * **Google Cloud Certified – Associate Cloud Engineer** - A certification for engineers who deploy applications in Google Cloud.
 +  * **Microsoft Certified: Azure Solutions Architect Expert** - A certification to prove your proficiency in Azure architecture.
 +
 +===== How to Enroll =====
 +Enroll by visiting the course platform and following their instructions to start your learning process.
 +
 +===== Networking & Security Courses =====
 +
 +
 +Explore courses focused on network management, cybersecurity, and securing local networks.
 +
 +==== Beginner Courses ====
 +  * **Introduction to Networking** - Learn the basic concepts of computer networks and protocols.
 +  * **Cybersecurity Essentials** - Understand the fundamental concepts in securing networks and systems.
 +  * **Wi-Fi Networks Setup and Troubleshooting** - Learn how to set up and troubleshoot Wi-Fi networks.
 +
 +==== Intermediate Courses ====
 +  * **Intermediate Networking with Cisco** - Learn advanced networking concepts with Cisco technologies.
 +  * **Network Security Fundamentals** - Gain an understanding of network security techniques and tools.
 +  * **Ethical Hacking Basics** - Learn ethical hacking techniques to identify vulnerabilities in network systems.
 +
 +==== Advanced Courses ====
 +  * **Advanced Network Configuration and Troubleshooting** - Explore advanced techniques for configuring and troubleshooting complex networks.
 +  * **Advanced Cybersecurity Practices** - Dive deeper into security tools and protocols for protecting systems from cyber threats.
 +  * **Cloud Security for Enterprises** - Understand how to secure cloud environments and services in enterprise systems.
 +
 +==== Certifications and Resources ====
 +  * **CompTIA Network+** - A certification for network professionals, covering networking concepts, protocols, and troubleshooting.
 +  * **Certified Information Systems Security Professional (CISSP)** - A leading certification for cybersecurity professionals.
 +  * **Cisco Certified Network Associate (CCNA)** - A certification to prove your networking knowledge with Cisco technologies.
 +
 +===== How to Enroll =====
 +Visit the course platform of your choice, register, and start your journey into networking and security today!
 +
 +===== Smart Home Automation Courses =====
 +
 +
 +This page contains courses on smart home technologies, architecture, MEP (Mechanical, Electrical, and Plumbing), and BIM (Building Information Modeling).
 +
 +==== Beginner Courses ====
 +  * **Introduction to Smart Home Systems** - Learn the basics of smart home technologies and how they work.
 +  * **Home Automation with Arduino** - Get started with automating your home using Arduino and sensors.
 +  * **Basics of Smart Lighting and HVAC** - Learn how to control lighting and HVAC systems in your home using automation.
 +
 +==== Intermediate Courses ====
 +  * **Smart Home Networking** - Understand how to set up and manage networks in a smart home environment.
 +  * **Introduction to Building Information Modeling (BIM)** - Learn how BIM is used in modern construction and smart building design.
 +  * **Automating Home Appliances with IoT** - Discover how IoT devices are used to automate everyday home appliances.
 +
 +==== Advanced Courses ====
 +  * **Advanced Smart Home Automation Systems** - Explore advanced automation systems and their integration in smart homes.
 +  * **BIM for Smart Home Design** - Learn how BIM tools are used in designing and managing smart homes.
 +  * **Energy-Efficient Smart Home Technologies** - Understand how to optimize energy consumption in smart homes.
 +
 +==== Certifications and Resources ====
 +  * **Coursera: Smart Homes and Home Automation** - A course exploring smart home systems and technologies.
 +  * **Udemy: Complete Smart Home Automation** - Learn how to build your own smart home automation system.
 +  * **Google Nest Learning Thermostat Resources** - Discover resources for setting up Google Nest devices.
 +
 +===== How to Enroll =====
 +Select the course you are interested in, follow the instructions on the platform, and start enhancing your knowledge of smart home technologies.
 +
 +===== IoT Courses =====
 +
 +
 +Explore courses that cover the fundamentals and advanced topics in the Internet of Things (IoT), from basic concepts to implementing IoT systems.
 +
 +==== Beginner Courses ====
 +  * **Introduction to IoT** - Learn the basics of the Internet of Things and its applications in various industries.
 +  * **Getting Started with IoT on Arduino** - Understand how to create IoT projects using the Arduino platform.
 +  * **IoT Communication Protocols** - Learn about the communication protocols used in IoT, such as MQTT and HTTP.
 +
 +==== Intermediate Courses ====
 +  * **Building IoT Projects with Raspberry Pi** - Create IoT solutions using Raspberry Pi as a controller.
 +  * **IoT Security Basics** - Learn how to secure IoT devices and networks from vulnerabilities and threats.
 +  * **Wireless Sensor Networks for IoT** - Understand how wireless sensors are used in IoT systems.
 +
 +==== Advanced Courses ====
 +  * **Advanced IoT Systems Development** - Dive deeper into the development of sophisticated IoT systems.
 +  * **IoT Data Analytics** - Learn how to analyze the data generated by IoT devices to make informed decisions.
 +  * **Smart City IoT Applications** - Explore the applications of IoT in smart cities and urban management.
 +
 +==== Certifications and Resources ====
 +  * **Cisco Certified IoT Professional (CCIoT)** - A certification that demonstrates your expertise in IoT systems and solutions.
 +  * **Coursera: Internet of Things Specialization** - A series of courses focusing on IoT technology and application.
 +  * **Udemy: Mastering IoT with Raspberry Pi** - A complete course to develop advanced IoT systems using Raspberry Pi.
 +
 +===== How to Enroll =====
 +Click on the course title, visit the course platform, and start your learning adventure in the world of IoT today!
 +
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