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Welcome to this course on Diffusion Models! This course delves into the fascinating world of diffusion models, starting from the initial research paper and advancing to cutting-edge applications such as image generation, inpainting, animations, and more. By combining a theoretical approach, and hands-on implementation using PyTorch, this course will equip you with the knowledge and expertise needed to excel in this exciting field of Generative AI. Why choose this Diffusion Models Course?From Theory to Practice: This course begins by dissecting the initial research paper on diffusion models, explaining the concepts and techniques from scratch. Once you have gained a deep understanding of the underlying principles, we will reproduce results from the initial diffusion model paper, from scratch, using PyTorch. Advanced Image Generation: Building upon the foundational knowledge, we will dive into advanced techniques for image generation using diffusion models. Inpainting and DALL-E-like Applications: Discover how diffusion models can be used for inpainting, enabling you to fill in missing or damaged parts of images with stunning accuracy. After this session, you will have a deep understanding of how inpainting works with models such as Stable Diffusion or DALL-E, and you will have the knowledge needed to modify it to your needs. Animation Mastery: Unleash your creativity and learn how to create captivating animations using diffusion models. Dive into Stable Diffusion: Gain an in-depth understanding of Stable Diffusion and its inner workings by reviewing and analyzing the source code. This will empower you to utilize Stable Diffusion effectively in your own industrial and research projects, beyond just using the API. Stay Informed with Impactful Research: Stay up to date with the latest advancements in diffusion models by reviewing impactful research papers. Gain insights into

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The course contains nine well-curated sections to give you the most valuable skills to stand out in the job market and build confidence. The course will give you a 100% new perspective on Node.JS, a collection of tips and hacks to build the cleanest, structured, robust, secure, high-performing, and optimized application. This is the right course for you, only if you are familiar with node.js and developing APIs and are looking for resources to sharpen your skills. Course outline:- 1. Mastering the basics — setting the right mindsetWe start the course by covering some of the fundamentals that play a crucial role in shaping how you should view node.js and some must-know basic concepts that you should know before moving to the next sections.2. Making the most out of node.jsThis is one is the most interesting sections which deeply dives into what is behind the cool node.js we have been using and covers concepts and tools that move node.js to go beyond its capacity. It also gives a practical overview of what node.js is good and bad at and what we should do in scenarios where node.js doesn’t do quite well.3. Structuring and architecting your codeI remember when I first got into node.js I didn’t know how to organize my code and was looking for resources that could teach me how to do so. I couldn’t find one at the time and I just went with what I had so I had to learn through time and experience and of course with the help of other senior developers. It has been 7 years now and I still can’t find a course specifically made for structuring your code in node.js so I used the chance to create this section containing 16 videos dedicated to creating a boilerplate code that you can refer to any time you start a project.4. Authentication best practicesIn this section, I covered important topics that you need to k

This course teaches you how to take a single script and use OOP techniques to refactor it into modules in a playful way. You learn Inheritance, Composition and Polymorphism and use UML to design and communicate the system. The customer keeps requesting new features that forces you to think about the right tool in the right place. Will OOP allow you to refactor the code each time without risk of breaking things? Prepare for a big exercise in organizing code!Target audienceDevelopers who especially benefit from this course, are:beginner programmers who want to practice OOP basicsdevelopers who want to learn how to turn small scripts into logical code modulesdevelopers who want to learn how to refactor code with minimal change and riskChallengesStudents that are interested in this course often know basic Python features but are not yet aware of the role of OOP in structuring your code. Perhaps they have seen classes, objects, inheritance and polymorphism but they don’t know where and when to apply these techniques. This can lead to the wrong technique in the wrong place, which makes OOP useless and inefficient. Because this course focuses on changing code, you learn WHEN, WHAT and more important, WHY you can apply a certain OOP technique and perhaps even more interesting, when a certain technique is NOT appropriate anymore and needs to be replaced with another one.What can you do after this course?improve existing and future code by effectively refactoring code into small modulesdecouple your modules by using dependency injectionmake modules into plugins by using Polymorphismsolve open-closed principle violations by using compositioncommunicate your designs with UML class diagramsTopicsCl

Perforce has been my favorite versioning source control management tool for 10+ years. I've used SVN, CVS, TFS, Git, and others but Perforce has always been my go-to. In my 15 years of working as a professional graphics/engine programmer I have used Perforce at game studios, Lockheed Martin, Full Sail University, Disney, and even at home with my hobby projects.This course will guide you through the important differences of Perforce compared to other tools, get you up and running with your own server (optional), and quickly get you using the visual client (P4V) like a pro! We'll cover common operations such as check-out, check-in, merging, labeling, and branching. You'll get hands on demonstrations for everything and we'll even cover the admin and command line tools in case you want to set up and use your own server for the free small-team license that Perforce offers.

Want to Master and Learn how to use WordPress Quickly? With over 50,000 free plugins to extend your website functionality, and over 9000+ free themes to make your website more beautiful, WordPress is undoubtedly the perfect software to begin your journey with. In this course, The Complete WordPress Full Course for Beginners, you will learn and have access to;70+ High-Quality LecturesWordPress Resources and DownloadablesManaging your WordPress WebsiteCareer Paths with WordPressBenefits of using WordPress to power your SitesDiscover Beautiful and Powerful Websites using WordPressCustomizing your Website to look more awesomeManaging Multiple Users on Your Website (Safer Method)Full WordPress Dashboard CourseN.B - This course is a beginner-entry level course and does not go deep dive into technical aspects in order to make it beginner-friendly. However, the course covers enough concepts that can make a beginner feel confident to use the platform -without hassle.About the Instructor Tunde Sanusi is an Award Winning Blogger, Web Designer, and WordPress Consultant who has been using WordPress for so many years. Currently, now, he brings his creativity and experience to building and managing professional websites for brands, business owners, and organizations.In this course, he delivers digestible pieces to anyone of all levels (most especially beginners) so they can learn how to use, manage, edit and customize any WordPress Website.