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Keep shoppingGenerative AI: All-in-one Fast Track - All levels
1,158 students
Generative AI: All-in-one Fast Track - All levels
What is Generative AI | Real Examples | Concepts underneath | VAEs, GANs, TRANSFORMERS | fast track for all
Created byChristelle Vinot
Last updated 11/2024
English
What you'll learn
- Understand Generative AI Fast: Learn how Generative AI differs from traditional AI in a concise, accessible way.
- Explore Real-World Applications: Discover how AI generates text, images, audio, and video with real-life examples and short demos.
- Master Foundational Concepts: Gain clarity on terms like datasets, training datasets, test datasets, and key stages in training.
- Dive into Neural Networks: Learn the basics of Neural Networks and Convolutional Neural Networks for image and data processing
- Unpack Advanced Architectures that power text and image generation : Explore GANs, VAEs, and Transformers at an advanced level without the complex math.
- Ethics and Limitations: Learn about ethical considerations and challenges in Generative AI to use these tools responsibly.
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Course content
10 sections • 72 lectures • 3h 14m total length
Requirements
- Curiosity about AI – No prior technical knowledge needed, but a strong interest in understanding AI and Generative AI is essential.
- Basic Math - Additions and multiplications
- Openness to Concepts – Willingness to grasp new technical terms, from foundational AI concepts to advanced architectures.
- No Programming Required – This course does not require coding skills, as the focus is on theory
- The biggest part of the course is around the architectures
Description
Course Description:
Are you curious about AI or looking to deepen your understanding of Generative AI? This course is crafted for tech professionals, students, and even sales roles in tech companies, designed to take you from AI fundamentals to advanced concepts in an accessible and modular way.
With 10 years of experience as a solution architect at major American tech companies like AWS, VMware, and Dell, I’m passionate about technology—especially AI. Over the years, I’ve delivered presentations to diverse audiences, making complex topics engaging and understandable. I bring that experience here, guiding you step-by-step through the essentials and beyond.
What You’ll Learn:
AI Fundamentals & Generative AI Differences: Grasp the basics of AI and understand what sets Generative AI apart.
Generative AI Applications: Explore applications of AI to generate text, images, audio, and video.
Advanced Concepts Simplified: Understand the jargon, around AI, down to GEN AI, the fundamental technics behind Deep Learning, and dive into three popular Generative AI models: Transformers, GANs, and VAEs where we dismantle their architectures.
Myths, Ethics & Legalities: Uncover common myths about Generative AI’s ethical and legal challenges and discover how to use AI responsibly, following US and EU guidelines.
Whether you're starting fresh, upskilling for a tech role, or enhancing your knowledge for a career in tech sales, this course has everything you need to get started and go further. I intentionally skip some expert concepts to maintain this course at the right level for a new (or fairly new audience) looking for fast track).
If you like this course, please share feedback, and if you need to reach out please use my Linked-in or send me a message here.
Happy learning,
Christelle
Who this course is for:
- Busy Professionals: Ideal for those who want a fast-track introduction to Generative AI concepts without unnecessary complexity.
- AI Newcomers: Perfect for anyone curious about AI trends, applications, and key technologies.
- Tech Enthusiasts: For those who want to understand the AI models driving innovation in text, image, and data generation.
- Lifelong Learners: Designed for people with no coding background who are eager to explore the possibilities of AI