Google Cloud Generative AI Trailblazer
Earned juil. 13, 2024 EDT
High performance feature engineering for predictive and generative AI projects
Earned avr. 12, 2024 EDT
Build Generative AI powered applications
Earned avr. 12, 2024 EDT
Generative AI for Business Leaders
Earned avr. 12, 2024 EDT
Introduction to Image Generation
Earned sept. 6, 2023 EDT
Generative AI Fundamentals
Earned sept. 6, 2023 EDT
Responsible AI: Applying AI Principles with Google Cloud
Earned sept. 6, 2023 EDT
Generative AI Fundamentals
Earned sept. 6, 2023 EDT
Introduction to Responsible AI
Earned sept. 6, 2023 EDT
Introduction to Large Language Models
Earned sept. 6, 2023 EDT
Introduction to Generative AI
Earned sept. 5, 2023 EDT
Gen AI Agents: Transform Your Organization is the fifth and final course of the Gen AI Leader learning path. This course explores how organizations can use custom gen AI agents to help tackle specific business challenges. You gain hands-on practice building a basic gen AI agent, while exploring the components of these agents, such as models, reasoning loops, and tools.
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Transform Your Work With Gen AI Apps is the fourth course of the Gen AI Leader learning path. This course introduces Google’s gen AI applications, such as Google Workspace with Gemini and NotebookLM. It guides you through concepts like grounding, retrieval augmented generation, constructing effective prompts and building automated workflows.
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Gen AI: Navigate the Landscape is the third course of the Gen AI Leader learning path. Gen AI is changing how we work and interact with the world around us. But as a leader, how can you harness its power to drive real business outcomes? In this course, you explore the different layers of building gen AI solutions, Google Cloud’s offerings, and the factors to consider when selecting a solution.
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Gen AI: Unlock Foundational Concepts is the second course of the Gen AI Leader learning path. In this course, you unlock the foundational concepts of generative AI by exploring the differences between AI, ML, and gen AI, and understanding how various data types enable generative AI to address business challenges. You also gain insights into Google Cloud strategies to address the limitations of foundation models and the key challenges for responsible and secure AI development and deployment.
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Gen AI: Beyond the Chatbot is the first course of the Gen AI Leader learning path and has no prerequisites. This course aims to move beyond the basic understanding of chatbots to explore the true potential of generative AI for your organization. You explore concepts like foundation models and prompt engineering, which are crucial for leveraging the power of gen AI. The course also guides you through important considerations you should make when developing a successful gen AI strategy for your organization.
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In this course, you'll use text embeddings for tasks like classification, outlier detection, text clustering and semantic search. You'll combine semantic search with the text generation capabilities of an LLM to build Retrieval Augmented Generation (RAG) solutions, such as for question-answering systems, using Google Cloud's Vertex AI and Google Cloud databases.
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This course on Integrate Vertex AI Search and Conversation into Voice and Chat Apps is composed of a set of labs to give you a hands on experience to interacting with new Generative AI technologies. You will learn how to create end-to-end search and conversational experiences by following examples. These technologies complement predefined intent-based chat experiences created in Dialogflow with LLM-based, generative answers that can be based on your own data. Also, they allow you to porvide enterprise-grade search experiences for internal and external websites to search documents, structure data and public websites.
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Text Prompt Engineering Techniques introduces you to consider different strategic approaches & techniques to deploy when writing prompts for text-based generative AI tasks.
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This course is for Partner sellers and technical pre-sales engineers to gain a comprehensive understanding of Google Cloud's cutting-edge Generative AI capabilities, learn to identify high-impact use cases, and develop the skills to demonstrate and integrate these technologies seamlessly into client solutions and operations.
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This course is for Partner sellers and technical pre-sales engineers to gain a comprehensive understanding of Google Cloud's cutting-edge Generative AI capabilities and learn to identify high-impact use cases.
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This course introduces you to the Transformer architecture and the Bidirectional Encoder Representations from Transformers (BERT) model. You learn about the main components of the Transformer architecture, such as the self-attention mechanism, and how it is used to build the BERT model. You also learn about the different tasks that BERT can be used for, such as text classification, question answering, and natural language inference.This course is estimated to take approximately 45 minutes to complete.
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This course gives you a synopsis of the encoder-decoder architecture, which is a powerful and prevalent machine learning architecture for sequence-to-sequence tasks such as machine translation, text summarization, and question answering. You learn about the main components of the encoder-decoder architecture and how to train and serve these models. In the corresponding lab walkthrough, you’ll code in TensorFlow a simple implementation of the encoder-decoder architecture for poetry generation from the beginning.
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This course will introduce you to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts of an input sequence. You will learn how attention works, and how it can be used to improve the performance of a variety of machine learning tasks, including machine translation, text summarization, and question answering. This course is estimated to take approximately 45 minutes to complete.
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This course is for Google Cloud’s top partner sellers and technical pre-sales engineers to gain a comprehensive understanding of Google Cloud's cutting-edge Generative AI capabilities and learn to identify high-impact use cases. Those who complete the training and assessment will receive the Google Cloud Generative AI Trailblazer badge through Skills Boost.
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The fastest way to improve machine learning outcomes is to focus on your data. In this course you'll review the common challenges with data in ML, and then learn how to overcome these challenges using Vertex AI Feature Stores.
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Learn about Generative AI, Vectors and Applications, including vector embedding in PostgreSQL, Cloud SQL for PostgreSQL and the pgvector extension. As well as building Generative AI powered apps faster with Duet AI.
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A Business Leader in Generative AI can articulate the capabilities of core cloud Generative AI products and services and understand how they benefit organizations. This course provides an overview of the types of opportunities and challenges that companies often encounter in their digital transformation journey and how they can leverage Google Cloud's generative AI products to overcome these challenges.
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This course introduces diffusion models, a family of machine learning models that recently showed promise in the image generation space. Diffusion models draw inspiration from physics, specifically thermodynamics. Within the last few years, diffusion models became popular in both research and industry. Diffusion models underpin many state-of-the-art image generation models and tools on Google Cloud. This course introduces you to the theory behind diffusion models and how to train and deploy them on Vertex AI.
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Earn a skill badge by passing the final quiz, you'll demonstrate your understanding of foundational concepts in generative AI.
A skill badge is a digital badge issued by Google Cloud in recognition of your knowledge of Google Cloud products and services. Share your skill badge by making your profile public and adding it to your social media profile.
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As the use of enterprise Artificial Intelligence and Machine Learning continues to grow, so too does the importance of building it responsibly. A challenge for many is that talking about responsible AI can be easier than putting it into practice. If you’re interested in learning how to operationalize responsible AI in your organization, this course is for you.
In this course, you will learn how Google Cloud does this today, together with best practices and lessons learned, to serve as a framework for you to build your own responsible AI approach.
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Earn a skill badge by completing the Introduction to Generative AI, Introduction to Large Language Models and Introduction to Responsible AI courses. By passing the final quiz, you'll demonstrate your understanding of foundational concepts in generative AI.
A skill badge is a digital badge issued by Google Cloud in recognition of your knowledge of Google Cloud products and services. Share your skill badge by making your profile public and adding it to your social media profile.
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This is an introductory-level microlearning course aimed at explaining what responsible AI is, why it's important, and how Google implements responsible AI in their products. It also introduces Google's 3 AI principles.
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This is an introductory level micro-learning course that explores what large language models (LLM) are, the use cases where they can be utilized, and how you can use prompt tuning to enhance LLM performance. It also covers Google tools to help you develop your own Gen AI apps.
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This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. It also covers Google Tools to help you develop your own Gen AI apps.
Gen AI Agents: Transform Your Organization
Earned juin 11, 2025 EDT
Gen AI Apps: Transform Your Work
Earned juin 8, 2025 EDT
Gen AI: Navigate the Landscape
Earned juin 8, 2025 EDT
Gen AI: Unlock Foundational Concepts
Earned juin 8, 2025 EDT
Gen AI: Beyond the Chatbot
Earned juin 8, 2025 EDT
Develop Advanced Enterprise Search and Conversation Applications
Earned mai 23, 2025 EDT
Integrate Vertex AI Search and Conversation into Voice and Chat Apps
Earned mai 20, 2025 EDT
Text Prompt Engineering Techniques
Earned mai 12, 2025 EDT
Selling the Platform & Building Client Trust
Earned mai 6, 2025 EDT
Unlocking the Power of Google Cloud Generative AI for Partners
Earned juil. 16, 2024 EDT
Transformer Models and BERT Model
Earned juil. 14, 2024 EDT
Encoder-Decoder Architecture
Earned juil. 13, 2024 EDT
Attention Mechanism
Earned juil. 13, 2024 EDT
Google Cloud Generative AI Trailblazer
Earned juil. 13, 2024 EDT
High performance feature engineering for predictive and generative AI projects
Earned avr. 12, 2024 EDT
Build Generative AI powered applications
Earned avr. 12, 2024 EDT
Generative AI for Business Leaders
Earned avr. 12, 2024 EDT
Introduction to Image Generation
Earned sept. 6, 2023 EDT
Generative AI Fundamentals
Earned sept. 6, 2023 EDT
Responsible AI: Applying AI Principles with Google Cloud
Earned sept. 6, 2023 EDT
Generative AI Fundamentals
Earned sept. 6, 2023 EDT
Introduction to Responsible AI
Earned sept. 6, 2023 EDT
Introduction to Large Language Models
Earned sept. 6, 2023 EDT
Introduction to Generative AI
Earned sept. 5, 2023 EDT