oaxino Posted April 18 Report Share Posted April 18 Understanding Generative Ai: Fundamentals And PossibilitiesLast updated 4/2024MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHzLanguage: English | Size: 3.23 GB | Duration: 2h 7mLearn essential concepts, architectures, and the exciting potential and applications of Generative AIWhat you'll learnUnderstand the fundamental concepts of Generative AI and how it compares to other approachesLearn what are the most important Generative AI architectures and how they workIdentify applications of Generative AI across diverse fieldsLearn to craft prompt engineering patterns to program LLMs to perform sophisticated behavioursExplore the future of Generative AI and find inspiration for your own projectsDemystify the learning processes of the neural networks that power Generative AI applicationsUnderstand key ethical considerations about Generative AIBuild a solid knowledge base to confidently pursue more advanced Generative AI concepts and techniquesRequirementsNo experience needed. You will learn everything you need to know in this introductory courseDescriptionUnlock the Transformative Power of Generative AI: Where Creativity and Technology CollideAre you fascinated by the idea of machines generating stunning images, realistic text, or even composing music? Generative AI is revolutionizing the way we create, and this course is your key to begin mastering this groundbreaking field.What You'll Discover:The Building Blocks of Generative AI: Delve into the fundamental concepts, architectures, and techniques that make machines generate breathtaking content.Limitless Applications: Explore the real-world impact of Generative AI across industries - from art and design to marketing and even scientific research.Learn to craft prompt engineering patterns to program LLMs to perform sophisticated behavioursThe Future is Now: Gain insights into the transformative potential of Generative AI and how it's poised to change the world.Demystifying the Learning Process: We'll break down the inner workings of the neural networks that power generative AI technology in an engaging way, combining colourful physical elements with advanced digital representations to visualize how these networks learn.Why This Course is DifferentThis isn't just another theoretical overview. We provide a compact introduction to Generative AI while simultaneously going very deep into the very base of this technology, the processes by which they learn their powerful mappings.Join us and explore the age of Generative AIOverviewSection 1: Foundations of Generative AILecture 1 WelcomeLecture 2 Generative modelling, Evolution of Generative AI and Overview of applicationsLecture 3 Building Blocks of Machine Creativity: Machine Learning Foundations for Gen AISection 2: Generative AI Models and ApplicationsLecture 4 Architectures of Machine Imagination, from GANs to Diffusion and beyondLecture 5 Machine Creativity Meets Real-World Impact - Applications of Generative AILecture 6 The Ethics of Machine Creativity: Challenges and Considerations in Generative AILecture 7 Worlds Reimagined: Visions of the Future with Generative AILecture 8 Prompt Programming: Programming Generative AI models with natural languageSection 3: Journey to the latent space of a Neural NetworkLecture 9 In Search of the Magical Mappings of CreativityLecture 10 The Search for the Perfect Mapping: datasets and dimensionalityLecture 11 From Linearity to Complexity: Neural Networks and the Nonlinearities of LifeLecture 12 Bending the Rules: Non-Linear transformations and the key to complexityLecture 13 Not Too Tight, Not Too Loose - Finding the perfect fitLecture 14 How increasing the dimensionality impacts the latent complexity of the networkLecture 15 The Power of Depth: Creating Sophisticated Mappings with AI networksLecture 16 From high dimensional manifolds to dynamic and ever changing latent spacesLecture 17 Advanced digital representations of the latent complexity of neural networksLecture 18 Visualizing the Journey: Loss Landscapes and the Search for Optimal WeightsLecture 19 Example of the dynamic Loss Landscape of a generative adversarial networkLecture 20 Lucy - Real Time Visualization of the changing weights of a neural networkLecture 21 Charting the hidden depths: a recap of our transformative latent space journeySection 4: Final Review Quiz and Closing thoughtsLecture 22 Summary and closing thoughtsCurious minds fascinated by the future of creativity,Industry professionals seeking an edge,Anyone intrigued by the intersection of creativity and machines,Creators of all kinds,Tech enthusiasts and lifelong learners,Those that want to explore possible applications of Generative AI technology,Those that want to learn in great depth how the neural networks that power Generative AI applications learn their objectivesScreenshotsrapidgator.net:https://rapidgator.net/file/bfea998839261ee147b36574881b7d1c/ayjzq.Understanding.Generative.Ai.Fundamentals.And.Possibilities.part1.rar.htmlhttps://rapidgator.net/file/c307908df974d19b8f036d0b352e02d1/ayjzq.Understanding.Generative.Ai.Fundamentals.And.Possibilities.part2.rar.htmlhttps://rapidgator.net/file/67fdd9631a8a4cac0ced01acad93e8e9/ayjzq.Understanding.Generative.Ai.Fundamentals.And.Possibilities.part3.rar.htmlhttps://rapidgator.net/file/15d630d9629c37a0e9a99d7f7bc4eadc/ayjzq.Understanding.Generative.Ai.Fundamentals.And.Possibilities.part4.rar.htmlnitroflare.com:https://nitroflare.com/view/9931DC1598E1542/ayjzq.Understanding.Generative.Ai.Fundamentals.And.Possibilities.part1.rarhttps://nitroflare.com/view/82612A4EA402147/ayjzq.Understanding.Generative.Ai.Fundamentals.And.Possibilities.part2.rarhttps://nitroflare.com/view/5C8B93553209BED/ayjzq.Understanding.Generative.Ai.Fundamentals.And.Possibilities.part3.rarhttps://nitroflare.com/view/94622B70E0236AC/ayjzq.Understanding.Generative.Ai.Fundamentals.And.Possibilities.part4.rar Link to comment Share on other sites More sharing options...
Recommended Posts
Create an account or sign in to comment
You need to be a member in order to leave a comment
Create an account
Sign up for a new account in our community. It's easy!
Register a new accountSign in
Already have an account? Sign in here.
Sign In Now