
Define generative AI and show how Google Cloud Gen AI tools enable building AI-powered applications. Explore transformers, prompts, foundation models, LLMs, and tools like MakerSuite and PaLM API.
Explore the basics of machine learning, compare AI, ML, and deep learning, and examine supervised, unsupervised, and reinforcement methods, how models learn, and applications like object detection and automatic translation.
Explore how transformers power generative ai through encoder and decoder architectures with self-attention to learn long-range dependencies for coherent text.
Discover foundation models: large, pre-trained neural networks that tackle multiple tasks out of the box across text, image, and code. See how Vertex AI Model Garden provides access to models.
Explore the types and applications of generative AI, from text-to-text and text-to-image to audio, video, and music generation, enhancement, and code creation.
Explore examples of large language models, including PaLM, LaMDA, and GPT, and learn how Pathways System and related techniques enable multitask learning and safe, grounded dialogue.
Explore how tuning large language models for specific tasks and domain knowledge, from question answering in customer support to healthcare, boosts reliability and efficiency using fine tuning and PETM.
Let's navigate the exciting world of Google's generative AI tools, mainly focusing on the highly intuitive MakerSuite and the dynamic PaLM API. This video showcases how these state-of-the-art tools make the process of building AI-driven applications straightforward and accessible.
We begin with an introduction to MakerSuite, an uncomplicated, browser-based tool that accelerates prototyping with the PaLM 2 model. MakerSuite, combined with the PaLM API, provides access to Google's large language models, enabling developers to experiment with various prompts in a user-friendly environment.
We then dive into the powerful features of the PaLM API. This API allows you to speedily experiment with models, fine-tune custom models, generate top-tier embeddings, and even convert your progress into Python code. Whether you're thinking of building a travel itinerary generator, a passage summarizer, or any unique application, the PaLM API facilitates your creative journey.
The video offers an in-depth demonstration of MakerSuite, illustrating how simple it is to start prototyping with large language models. From selecting and entering prompts to testing model outputs, we guide you through each step, ensuring you gain maximum benefit from these tools.
Further, we explore these tools' practicalities, including saving, sharing, and exporting your work. We highlight the convenience of storing your prompts for future reference using MakerSuite's prompt library feature and how sharing your innovative creations is just a click away.
We have you covered for those planning to shift your work into a different development environment! We explain the process of exporting your work in the coding language that suits you best and the available formats for export.
To wrap things up, we delve into the harmonious pairing of PaLM API and MakerSuite, illustrating how they simplify prototyping with large language models. Through these tools, the powerful potential of generative AI becomes accessible to anyone interested in creating unique, AI-powered applications.
Join us in this journey of AI exploration and see how Google's tools are powering the next generation of AI features and applications!
Welcome to the Comprehensive Generative AI Course, your gateway to mastering the exciting world of Generative Artificial Intelligence. With this course, you'll gain the knowledge and skills needed to excel in this rapidly growing field which is expected to be valued at $100 billion over the next years.
With multiple hours of content, world class slides and resources, this course is the most detailed Generative AI course you will find. Even if you have zero programming experience, this course will take you from beginner to mastery. Here's why:
The course is taught by a PhD in computer science with multiple publications who has taught in multiple universities all over the world for years.
The course has been created to be 2023 ready and you'll be learning the latest tools and technologies used at large companies such as OpenAI.
This course doesn't cut any corners, there are beautiful detailed presentations, assignments, projects, downloadable resources, articles, and so much more.
The curriculum was developed over years while the instructor taught at the university level, with comprehensive student testing and feedback.
We've taught thousands of students how to code and many have gone on to change their lives by becoming professional developers or starting their own tech startup.
The course is constantly updated with new content, with new projects and modules determined by students - that's you!
We'll take you step-by-step through engaging video tutorials and teach you everything you need to know to understand Generative AI and succeed in the industry.
The course includes multiple hours of HD video tutorials and builds your knowledge while working on actual assignments.
In this comprehensive Generative AI course, you'll explore a variety of tools and technologies, including:
Prompt design and its importance in generating desired outputs
Foundation Models and their impact on Generative AI development
Building apps with AppSheet and integrating Generative AI
Different types of Generative AI models (text to text, text to image, etc.)
Code generation using Generative AI models like Bard, ChatGPT 3.5, and GPT-4
Large Language Models (LLMs) and their advantages
Prompt Engineering techniques in LLMs
Building conversational AI engines
Deep Learning and its significance in AI
Task-specific Models available in the Model Garden
Model training and deployment with Gen AI Studio and Maker Suit
Creating custom Gen AI apps
And SO much more!
With the knowledge gained throughout the course, you'll be ready to leverage Generative AI techniques to bring your creative visions to life and develop innovative solutions in various domains.
Sign up today, and look forward to:
Animated Video Lectures
5+ Hours of University Professor Instruction
Generative AI Assignments and Projects
Quizzes & Opportunities to Practice
Downloadable Programming Resources and Cheatsheets
Tailor-made Generative AI Articles
$1000+ worth of Generative AI course materials and course curriculum
We're excited to have you as part of Evergreen Programming. So what are you waiting for? Click the buy now button and join this world class Generative AI course.
See you inside.