In this course, you'll learn to develop AI agents that answer questions using websites, documents, or structured data. You will explore AI Applications and understand the advantages of data store agents, including their scalability and security.
You'll learn about different data store types and also discover how to connect data stores to agents and add personalization for enhanced responses.
Finally, you'll gain insights into common search configurations and troubleshooting techniques.
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Complete the Build basic Conversational Agents with Playbooks and Flows skill badge to demonstrate your proficiency in building virtual agents using traditional NLU and generative-based features.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!
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Complete the Extend agent functionality with Webhooks, Tools, and Integrations skill badge to demonstrate your ability to let conversational agents take actions. You will create a flow that calls a webhook and a playbook with a tool and combine them into a hybrid agent. You'll also prepare custom payload for rich content experiences in the Conversational Messenger.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!
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Complete the Improve customer and agent satisfaction with Agent Assist skill badge to demonstrate your proficiency in configuring basic conversational agents that can escalate actions to human agents, and configuring Agent Assist to help human agents with customer queries. You prove your knowledge in configuring Generators for summarization, classification and recommendation of tickets as well leverage tools such as Generative Knowledge Assist, to provide further context to human agents.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!
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An LLM-based application can process language in a way that resembles thought. But if you want to extend its capabilities to take actions by running other functions you have coded, you will need to use function calling. This can also be referred to as tool use. Additionally, you can give a model the ability to search Google or search a data store of documents to ground its responses. In other words, to base its answers on that information. In this course, you’ll explore these concepts.
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Complete the Extend Gemini with controlled generation and Tool use skill badge to demonstrate your proficiency in connecting models to external tools and APIs. This allows models to augment their knowledge, extend their capabilities and interact with external systems to take actions such as sending an email.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!"
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Agen AI Generatif: Mentransformasi Organisasi Anda adalah kursus kelima dan terakhir dari jalur pembelajaran Pemimpin AI Generatif. Kursus ini membahas cara organisasi menggunakan agen AI generatif kustom untuk membantu mengatasi tantangan bisnis tertentu. Anda akan mendapatkan praktik langsung dalam membangun agen AI generatif dasar, sambil mempelajari komponen agen ini, seperti model, loop penalaran, dan alat.
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Aplikasi AI Generatif: Mentransformasi Pekerjaan Anda adalah kursus keempat dari jalur pembelajaran Generative AI Leader. Kursus ini memperkenalkan aplikasi AI generatif Google, seperti Gemini untuk Workspace dan NotebookLM. Kursus ini memandu Anda memahami konsep seperti grounding, retrieval augmented generation, menyusun perintah yang efektif, dan membangun alur kerja otomatis.
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AI Generatif: Memahami Lanskap adalah kursus ketiga dari alur pembelajaran Generative AI Leader. AI generatif mengubah cara kita bekerja dan berinteraksi dengan dunia di sekitar kita. Namun, sebagai seorang pemimpin, bagaimana Anda dapat memanfaatkan kekuatan AI untuk mendorong hasil bisnis yang nyata? Dalam kursus ini, Anda akan mempelajari berbagai lapisan dalam membangun solusi AI generatif, penawaran Google Cloud, dan faktor yang perlu dipertimbangkan saat memilih solusi.
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AI Generatif: Memahami Konsep Dasar adalah kursus kedua dari alur pembelajaran Generative AI Leader. Dalam kursus ini, Anda akan mempelajari konsep dasar AI generatif. Anda akan mempelajari perbedaan antara AI, ML, dan AI generatif serta mempelajari bagaimana berbagai jenis data memungkinkan AI generatif mengatasi tantangan bisnis. Anda juga akan mendapatkan insight tentang strategi Google Cloud untuk mengatasi keterbatasan model dasar dan tantangan utama dalam pengembangan dan deployment AI yang bertanggung jawab dan aman.
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AI Generatif: Lebih dari Sekadar Chatbot adalah kursus pertama dari alur pembelajaran Generative AI Leader. Kursus ini tidak memiliki prasyarat. Kursus ini bertujuan untuk melampaui pemahaman dasar tentang chatbot guna mengeksplorasi potensi sebenarnya dari AI generatif untuk organisasi Anda. Anda akan mempelajari konsep seperti model dasar dan rekayasa perintah, yang penting untuk memanfaatkan kekuatan AI generatif. Kursus ini juga memandu Anda melalui pertimbangan penting yang harus Anda buat saat mengembangkan strategi AI generatif yang sukses untuk organisasi Anda.
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In this challenge lab, you will demonstrate your ability to author agents using Agent Development Kit (ADK), deploy those agents to Agent Engine, and use them from a web app. Complete the challenge lab to earn a Google Cloud skill badge.
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Complete the Extend Gemini Enterprise Assistant Capabilities skill badge to demonstrate your ability to extend Gemini Enterprise assistant's capabilities with actions, grounding with Google Search, and a conversational agent.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!
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Complete the Edit images with Imagen skill badge to demonstrate your skills with Imagen's mask modes and editing modes to edit images according to certain prompts.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!
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Explore a variety of techniques for using Gemini to understand image, audio, video, and live-streaming media. You will discover how meaningful information can be extracted from each of these forms of media to use in media-rich applications.
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In this course you will learn how Conversational AI Agent Assist can help distill complex customer interactions into concise and clear summaries. Please note Dialogflow CX was recently renamed to Conversational Agents, Virtual agent renamed to Conversational agent, and CCAI Insights were renamed to Conversational Insights, and this course is in the process of being updated to reflect the new product names for Dialogflow CX, and Virtual Agent, CCAI Insights.
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In this course you will learn how Agent Assist can enhance the productivity of human agents while interacting with customers through the voice channel, as well as the options available for integration with other platforms in the Conversational AI ecosystem.
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This course will focus on Agent Assist, an AI-powered tool designed to enhance customer service interactions. In this course, you will learn how Agent Assist can enhance the productivity of human agents while interacting with customers through the chat channel. You’ll learn how to take full advantage of Agent Assist from Gemini Enterprise for Customer Experience, and its range of Gen AI features and functionality.
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This course dives into the world of media creation in Vertex AI using Nano Banana and Veo. Learn to design text and image-based prompts to produce high-quality, consistent images, and captivating, cinematic video clips. You'll also learn to refine generated assets using core editing functions. Finally, this course guides you through multi-tool workflow implementations for creative control and consistency, empowering you to transform images into video clips and leverage Gemini for prompt writing assistance and feedback.
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This course explores the fundamentals of the feedback loop process for Conversational Agent development and introduces the native capabilities within Conversational Agents that support it. You will also learn about advanced methods and tools to monitor the performance of your Conversational agent in Conversational Agents.
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Learn about building conversational AI voice and chat integrations, including how telephony systems can connect with Google to enable phone-based interactions within the Conversational AI ecosystem. Explore key topics such as the differences between chat and voice conversations, the writing process for creating conversation scripts, and the beginning of the interrogative series and closing sequence.
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Connect conversational agents to external systems and APIs to expand what agents can do, designing an end-to-end system that is resilient, fault-tolerant and secure.
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Learn a variety of strategies and techniques to engineer effective prompts for generative models
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Learn how to leverage Gemini multimodal capabilities to process and generate text, images, and audio and to integrate Gemini through APIs to perform tasks such as content creation and summarization.
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In this skill bagde, you will demonstrate your ability to use and compare models available in the Vertex AI Model Garden. You'll deploy a model to a Vertex AI Endpoint, query other models via their API, and use Vertex AI's Gen AI evaluation service to measure the performance of multiple models.
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With this course you will learn how to use different techniques to fine-tune Gemini. Model tuning is an effective way to customize large models like Gemini for your specific tasks. It's a key step to improve the model's quality and efficiency.
This course will give an overview of model tuning, describe the tuning options available for Gemini, help you determine when each tuning option should be used and how to perform tuning.
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Kursus ini membekali para praktisi machine learning dengan alat, teknik, dan praktik terbaik penting untuk mengevaluasi model AI generatif dan prediktif. Evaluasi model adalah disiplin ilmu yang sangat penting untuk memastikan sistem ML memberikan hasil yang andal, akurat, dan berperforma tinggi dalam produksi.
Peserta akan mendapatkan pemahaman yang mendalam mengenai berbagai metrik evaluasi, metodologi, dan penerapannya yang sesuai di berbagai jenis model dan tugas. Kursus ini akan berfokus pada tantangan unik yang dibuat oleh model AI generatif dan memberikan strategi untuk mengatasinya secara efektif. Dengan memanfaatkan platform Vertex AI di Google Cloud, para peserta akan belajar cara mengimplementasikan proses evaluasi yang kuat untuk melakukan pemilihan, pengoptimalan, dan pemantauan berkelanjutan pada model.
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This course delves into the complexities of assessing the quality of large language model outputs. It examines the challenges enterprises face due to the subjective and sometimes incorrect nature of LLM responses, including hallucinations and inconsistent results. The course introduces various evaluation metrics for different tasks like classification, text generation, and question answering, such as Accuracy, Precision, Recall, F1 score, ROUGE, BLEU, and Exact Match. It also explores evaluation methods offered by Vertex AI LLM Evaluation Services, including computation-based, autorater, and human evaluation, providing insights into their application and benefits. Finally, the module covers how to unit test LLM applications within Vertex AI.
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Discover flows in Conversational Agents and learn how to build deterministic chat and voice experiences with language models. Explore key concepts like drivers, intents, and entities, and how to use them to create conversational agents.
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Explore Playbooks and their implementation of the ReAct pattern for building conversational agents. You will learn how to construct a Playbook, set up goals and instructions to build a chatbot in natural language, and learn to test and deploy your solution.
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This lab tests your ability to develop a real-world Generative AI Q&A solution using a RAG framework. You will use Firestore as a vector database and deploy a Flask app as a user interface to query a food safety knowledge base.
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Learn how to create Hybrid Search applications using Vertex AI Vertex Search to combine semantic searching with keyword search to return results based on both semantic meaning and keyword matching.
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Learn how to build your own Retrieval-Augmented Generation (RAG) solutions for greater control and flexibility than out-of-the-box implementations. Create a custom RAG solution using Vertex AI APIs, vector stores, and the LangChain framework.
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Kursus ini mengeksplorasi solusi Retrieval-Augmented Generation (RAG) di BigQuery untuk memitigasi halusinasi AI. Kursus ini akan memperkenalkan alur kerja RAG yang mencakup pembuatan embedding, penelusuran ruang vektor, dan pembuatan jawaban yang lebih baik. Kursus ini akan menjelaskan alasan konseptual di balik langkah-langkah ini dan implementasi praktisnya dengan BigQuery. Di akhir kursus, peserta akan dapat membangun pipeline RAG menggunakan BigQuery dan model AI generatif seperti Gemini dan model embedding untuk menangani kasus penggunaan halusinasi AI mereka sendiri.
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Complete the Analyze patterns in conversational data with Customer Experience Insights skill badge to demonstrate your proficiency in analysing customer conversations with Cx Insights. After completing this challenge, you will be ready to deploy Cx Insights to improve customer service performance, and create better customer experiences.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!
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In this course you will learn how to leverage Customer Experience Insights (CX Insights) to uncover hidden information from your contact center data to increase operational efficiency and drive data-driven business decisions.
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Model Garden is a model library that helps you discover, test, and deploy models from Google and Google partners. Learn how to explore the available models and select the right ones for your use case. And how to deploy and interact with Model Garden models through the Google Cloud console and APIs.
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Complete the Configure AI Applications to optimize search results skill badge to demonstrate your proficiency in configuring search results from AI Applications. You will be tasked with implementing search serving controls to boost and bury results, filter entries from search results and display metadata in your search interface.
Please note that AI Applications was previously named Agent Builder, so you may encounter this older name within the lab content.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!
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If you've worked with data, you know that some data is more reliable than other data.
In this course, you'll learn a variety of techniques to present the most reliable or useful results to your users. Create serving controls to boost or bury search results. Rank search results to ensure that each query is answered by the most relevant data. If needed, tune your search engine. Learn to measure search results to ensure your search applications deliver the best possible results to each user.
(Please note Gemini Enterprise was previously named Google Agentspace, there may be references to the previous product name in this course.)
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In this course you will learn the key architectural considerations that need to be taken into account when designing for the implementation of Conversational AI solutions.
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Complete the Create and maintain Vertex AI Search data stores skill badge to demonstrate your proficiency in building various types of data stores used in Vertex AI Search applications.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!
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This course explores the different products and capabilities of Gemini Enterprise for Customer Experience and Conversational Agents. Additionally, it covers the foundational principles of conversation design to craft engaging and effective experiences that emulate human-like experiences specific to the Chat channel.
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NotebookLM is an AI-powered collaborator that helps you do your best thinking. After uploading your documents, NotebookLM becomes an instant expert in those sources so you can read, take notes, and collaborate with it to refine and organize your ideas.
NotebookLM Pro gives you everything already included with NotebookLM, as well as higher utilization limits, access to premium features, and additional sharing options and analytics.
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Complete the Create media search and media recommendations applications with AI Applications skill badge to demonstrate your ability to create, configure, and access media search and recommendations applications using AI Applications.
Please note that AI Applications was previously named Agent Builder, so you may encounter this older name within the lab content.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!
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Do you want to keep your users engaged by suggesting content they'll love?
This course equips you with the skills to build a cutting-edge recommendations app using your own data with no prior machine learning knowledge. You learn to leverage AI Applications to build recommendation applications so that audiences can discover more personalized content, like what to watch or read next, with Google-quality results customized using optimization objectives.
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Complete the Build search and recommendations AI Applications skill badge to demonstrate your proficiency in deploying search and recommendation applications through AI Applications. Additionally, emphasis is placed on constructing a tailored Q&A system utilizing data stores.
Please note that AI Applications was previously named Agent Builder, so you may encounter this older name within the lab content.
A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete the assessment challenge lab, to receive a skill badge that you can share with your network.
When you complete this course, you can earn the badge displayed here and claim it on Credly! Boost your cloud career by showing the world the skills you have developed!
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AI Applications provides built-in analytics for your Vertex AI Search and Gemini Enterprise apps. Learn what metrics are tracked and how to view them in this course.
(Please note Gemini Enterprise was previously named Google Agentspace, there may be references to the previous product name in this course.)
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Initial deployment of Vertex AI Search and Gemini Enterprise apps takes only a few clicks, but getting the configurations right can elevate a deployment from a basic off-the-shelf app to an excellent custom search or recommendations experience.
In this course, you'll learn more about the many ways you can customize and improve search, recommendations, and Gemini Enterprise apps.
(Please note Gemini Enterprise was previously named Google Agentspace, there may be references to the previous product name in this course.)
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Data stores represent a simple way to make content available to many types of generative AI applications, including search applications, recommendations engines, Gemini Enterprise apps, Agent Development Kit agents, and apps built with Google Gen AI or LangChain SDKs. Connect data from many sources include Cloud Storage, Google Drive, chat apps, mail apps, ticketing systems, third-party file storage providers, Salesforce, and many more.
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This course introduces AI Applications. You will learn about the types of apps that you can create using AI Applications, the high-level steps that its data stores automate for you, and what advanced features can be enabled for Search apps.
(Please note Gemini Enterprise was previously named Google Agentspace, there may be references to the previous product name in this course.)
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In this skill badge, you will demonstrate your ability to deploy Google Agentspace and set up data stores and actions. To learn these skills, we encourage you to take the course Accelerate Knowledge Exchange with Agentspace.
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Padukan keahlian Google di bidang penelusuran dan AI dengan Gemini Enterprise, alat canggih yang dirancang untuk membantu karyawan menemukan informasi spesifik dari penyimpanan dokumen, email, chat, sistem tiket, dan sumber data lain, semuanya dari satu kotak penelusuran. Asisten Gemini Enterprise juga dapat membantu Anda bertukar pikiran, melakukan riset, membuat kerangka dokumen, serta mengambil tindakan seperti mengundang rekan kerja ke acara kalender untuk mempercepat pekerjaan dan kolaborasi berbasis pengetahuan dalam berbagai bentuk.
(Perhatikan bahwa Gemini Enterprise sebelumnya bernama Google Agentspace, mungkin ada referensi ke nama produk sebelumnya dalam kursus ini.)
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In this course, you will learn the important role that different types of webhooks play in Conversational Agents development, and how to effectively integrate them into your routine configuration of a Conversational Agent. Please note Dialogflow CX was recently renamed to Conversational Agents, Virtual agent renamed to Conversational agent, and CCAI Insights were renamed to Conversational Insights, and this course is in the process of being updated to reflect the new product names for Dialogflow CX, and Virtual Agent, CCAI Insights.
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This course explores advanced technical considerations to optimize Webhook connectivity for comprehensive, end-to-end, Conversational Agent self-service experiences. Please note Dialogflow CX was recently renamed to Conversational Agents, Virtual agent renamed to Conversational agent, and CCAI Insights were renamed to Conversational Insights, and this course is in the process of being updated to reflect the new product names for Dialogflow CX, and Virtual Agent, CCAI Insights.
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Seiring semakin meningkatnya penggunaan Kecerdasan Buatan dan Machine Learning di kalangan perusahaan, proses membangunnya secara bertanggung jawab juga menjadi semakin penting. Membicarakan responsible AI mungkin lebih mudah bagi banyak orang daripada mempraktikkannya. Jika Anda tertarik untuk mempelajari cara mengoperasionalkan responsible AI dalam organisasi Anda, kursus ini cocok untuk Anda.
Dalam kursus ini, Anda akan mempelajari bagaimana Google Cloud mengoperasionalkan responsible AI, dengan praktik terbaik dan pelajaran yang dapat dipetik. Hal ini berguna sebagai framework bagi Anda untuk membangun pendekatan responsible AI.
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(Previously named "Developing apps with Vertex AI Agent Builder: Search". Please note there maybe instances in this course where previous product names and titles are used)
Enterprises of all sizes have trouble making their information readily accessible to employees and customers alike. Internal documentation is frequently scattered across wikis, file shares, and databases. Similarly, consumer-facing sites often offer a vast selection of products, services, and information, but customers are frustrated by ineffective site search and navigation capabilities.
This course teaches you to use AI Applications to integrate enterprise-grade generative AI search.
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Welcome to the TechCon2023 Industry Solutions Labs & Quizzes!
You can find all of our technical learning packs on go/techlearningpacks and industry learning packs on go/industrylearningpacks.
Subscribe to Learning Pack updates for latest content and metrics on go/enablementannouncements-alltrainings.
Brought to you by the CLS Tech Specialization Team (cce-enablement-tech@). Share your request/feedback on go/learningpacks-feedback!
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Kursus ini memperkenalkan Anda pada arsitektur Transformer dan model Representasi Encoder Dua Arah dari Transformer (Bidirectional Encoder Representations from Transformers atau BERT). Anda akan belajar tentang komponen utama arsitektur Transformer, seperti mekanisme self-attention, dan cara penggunaannya untuk membangun model BERT. Anda juga akan belajar tentang berbagai tugas yang dapat memanfaatkan BERT, seperti klasifikasi teks, menjawab pertanyaan, dan inferensi natural language. Kursus ini diperkirakan memakan waktu sekitar 45 menit untuk menyelesaikannya.
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Dalam kursus ini Anda akan diperkenalkan dengan mekanisme atensi, yakni teknik efektif yang membuat jaringan neural berfokus pada bagian tertentu urutan input. Anda akan mempelajari cara kerja atensi, cara penggunaannya untuk meningkatkan performa berbagai tugas machine learning, termasuk terjemahan mesin, peringkasan teks, dan menjawab pertanyaan.
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Ini adalah kursus pengantar pembelajaran mikro yang dimaksudkan untuk menjelaskan responsible AI, alasan pentingnya responsible AI, dan cara Google mengimplementasikan responsible AI dalam produknya. Kursus ini juga memperkenalkan 7 prinsip AI Google.
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Ini adalah kursus pengantar pembelajaran mikro yang membahas definisi model bahasa besar (LLM), kasus penggunaannya, dan cara menggunakan prompt tuning untuk meningkatkan performa LLM. Kursus ini juga membahas beberapa alat Google yang dapat membantu Anda mengembangkan aplikasi AI Generatif Anda sendiri.
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Ini adalah kursus pengantar pembelajaran mikro yang bertujuan untuk mendefinisikan AI Generatif, cara penggunaannya, dan perbedaannya dari metode machine learning konvensional. Kursus ini juga mencakup Alat-alat Google yang dapat membantu Anda mengembangkan aplikasi AI Generatif Anda sendiri.
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Kursus ini memperkenalkan Vertex AI Studio, sebuah alat untuk berinteraksi dengan model AI generatif, membuat prototipe ide bisnis, dan meluncurkannya ke dalam produksi. Melalui kasus penggunaan yang imersif, pelajaran menarik, dan lab interaktif, Anda akan menjelajahi siklus proses dari perintah ke produk dan mempelajari cara memanfaatkan Vertex AI Studio untuk aplikasi multimodal Gemini, desain perintah, rekayasa perintah, dan tuning model. Tujuan kursus ini adalah agar Anda dapat memanfaatkan potensi AI generatif dalam project Anda dengan Vertex AI Studio.
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Dapatkan badge keahlian dengan menyelesaikan kursus Introduction to Generative AI, Introduction to Large Language Models, dan Introduction to Responsible AI. Dengan berhasil menyelesaikan kuis akhir, Anda membuktikan pemahaman Anda tentang konsep dasar AI generatif.
Badge keahlian adalah badge digital yang diberikan oleh Google Cloud sebagai pengakuan atas pengetahuan Anda tentang produk dan layanan Google Cloud. Pamerkan badge keahlian Anda dengan menampilkan profil Anda kepada publik dan menambahkannya ke profil media sosial Anda.
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Ini adalah kursus pengantar pembelajaran mikro yang bertujuan untuk mendefinisikan AI Generatif, cara penggunaannya, dan perbedaannya dari metode machine learning konvensional. Kursus ini juga mencakup Alat-alat Google yang dapat membantu Anda mengembangkan aplikasi AI Generatif Anda sendiri.
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Kursus ini memperkenalkan model difusi, yaitu kelompok model machine learning yang belakangan ini menunjukkan potensinya dalam ranah pembuatan gambar. Model difusi mengambil inspirasi dari fisika, khususnya termodinamika. Dalam beberapa tahun terakhir, model difusi menjadi populer baik di dunia industri maupun penelitian. Model difusi mendasari banyak alat dan model pembuatan gambar yang canggih di Google Cloud. Kursus ini memperkenalkan Anda pada teori yang melandasi model difusi dan cara melatih serta men-deploy-nya di Vertex AI.
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Kursus ini menjelaskan cara membuat model keterangan gambar menggunakan deep learning. Anda akan belajar tentang berbagai komponen model keterangan gambar, seperti encoder dan decoder, serta cara melatih dan mengevaluasi model. Pada akhir kursus ini, Anda akan dapat membuat model keterangan gambar Anda sendiri dan menggunakannya untuk menghasilkan teks bagi gambar.
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Kursus ini memberi Anda sinopsis tentang arsitektur encoder-decoder, yang merupakan arsitektur machine learning yang canggih dan umum untuk tugas urutan-ke-urutan seperti terjemahan mesin, ringkasan teks, dan tanya jawab. Anda akan belajar tentang komponen utama arsitektur encoder-decoder serta cara melatih dan menyalurkan model ini. Dalam panduan lab yang sesuai, Anda akan membuat kode pada penerapan simpel arsitektur encoder-decoder di TensorFlow untuk pembuatan puisi dari awal.
Pelajari lebih lanjut
Kursus Penjelajah AI Generatif - Vertex AI adalah sekumpulan lab yang membahas cara menggunakan AI Generatif di Google Cloud. Melalui lab ini, Anda akan mempelajari cara menggunakan model dalam rangkaian Vertex AI PaLM API, termasuk text-bison, chat-bison, dan textembedding-gecko. Anda juga akan mempelajari desain perintah, praktik terbaik, serta cara menggunakannya untuk pencarian ide, klasifikasi teks, ekstraksi teks, peringkasan teks, dan banyak lagi. Anda juga akan mempelajari cara menyesuaikan model dasar dengan melatihnya melalui pelatihan kustom Vertex AI dan men-deploy-nya ke endpoint Vertex AI.
Pelajari lebih lanjut
Welcome to the TechCon2023 Industry Solutions Game!
Pelajari lebih lanjut
Welcome to the TechCon 2023 Platform Game!!
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Welcome to the TechCon2023 Data & AI Game!
Pelajari lebih lanjut
Dapatkan badge keahlian dengan menyelesaikan kursus badge keahlian Memantau Lingkungan dengan Google Cloud Managed Service for Prometheus, tempat Anda mempelajari Pemantauan Kubernetes dengan Google Cloud Managed Service for Prometheus.
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Selesaikan badge keahlian tingkat menengah Membuat Model ML dengan BigQuery ML untuk menunjukkan keterampilan dalam hal berikut: membuat dan mengevaluasi model machine learning dengan BigQuery ML untuk membuat prediksi data.
Pelajari lebih lanjut
Dapatkan badge keahlian tingkat menengah dengan menyelesaikan kursus Membangun dan Men-Deploy Solusi Machine Learning di Vertex AI, tempat Anda akan belajar cara menggunakan platform Vertex AI Google Cloud, AutoML, dan layanan pelatihan kustom untuk melatih, mengevaluasi, menyesuaikan, menjelaskan, serta men-deploy model machine learning. Kursus badge keahlian ini diperuntukkan bagi Data Scientist dan Engineer Machine Learning profesional. Badge keahlian adalah badge digital eksklusif yang diberikan oleh Google Cloud sebagai pengakuan atas kemahiran Anda dalam menggunakan produk dan layanan Google Cloud serta menguji kemampuan Anda dalam menerapkan pengetahuan di lingkungan praktis yang interaktif. Selesaikan Badge keahlian ini, dan challenge lab penilaian akhir, untuk menerima badge digital yang dapat Anda bagikan ke jaringan Anda.
Pelajari lebih lanjut
Selesaikan badge keahlian tingkat menengah Mengembangkan Aplikasi Serverless dengan Firebase untuk menunjukkan keterampilan dalam hal berikut ini: membuat arsitektur dan membangun aplikasi web serverless dengan Firebase, memanfaatkan pengelolaan database Firestore, mengotomatiskan proses deployment menggunakan Cloud Build, dan mengintegrasikan fungsi Asisten Google ke dalam aplikasi.
Pelajari lebih lanjut
Selesaikan badge keahlian tingkat menengah Menerapkan Dasar-Dasar Keamanan Cloud di Google Cloud untuk menunjukkan kemahiran dalam hal berikut: membuat dan menetapkan peran dengan Identity and Access Management (IAM); membuat dan mengelola akun layanan; memungkinkan konektivitas pribadi di seluruh jaringan virtual private cloud (VPC); membatasi akses aplikasi menggunakan Identity-Aware Proxy; mengelola kunci dan data terenkripsi dengan Cloud Key Management Service (KMS); dan membuat cluster Kubernetes pribadi.
Pelajari lebih lanjut
Selesaikan badge keahlian Mengembangkan Aplikasi Serverless di Cloud Run untuk menunjukkan keterampilan Anda dalam hal berikut: mengintegrasikan Cloud Run dengan Cloud Storage untuk pengelolaan data, membangun sistem asinkron yang tangguh menggunakan Cloud Run dan Pub/Sub, membuat gateway REST API yang didukung Cloud Run, dan membangun serta men-deploy layanan di Cloud Run.
Pelajari lebih lanjut
Selesaikan badge keahlian pengantar Mengimplementasikan Cloud Load Balancing untuk Compute Engine untuk menunjukkan keterampilan dalam hal berikut: membuat dan men-deploy virtual machine di Compute Engine serta mengonfigurasi load balancer aplikasi dan jaringan.
Pelajari lebih lanjut
Selesaikan badge keahlian Men-deploy Aplikasi Kubernetes di Google Cloud tingkat menengah untuk menunjukkan keterampilan dalam hal berikut ini: mengonfigurasi dan membangun image container Docker, membuat dan mengelola cluster Google Kubernetes Engine (GKE), memanfaatkan kubectl untuk pengelolaan cluster yang efisien, dan men-deploy aplikasi Kubernetes dengan praktik continuous delivery (CD) yang andal.
Pelajari lebih lanjut
Selesaikan badge keahlian pengantar Mendapatkan Insight dari Data BigQuery untuk menunjukkan keterampilan dalam hal berikut: menulis kueri SQL, membuat kueri tabel publik, memuat sampel data ke dalam BigQuery, memecahkan masalah error sintaksis umum dengan validator kueri di BigQuery, dan membuat laporan di Looker Studio dengan menghubungkannya ke data BigQuery.
Pelajari lebih lanjut
Selesaikan badge keahlian tingkat menengah Membangun Data Warehouse dengan BigQuery untuk menunjukkan keterampilan Anda dalam hal berikut: menggabungkan data untuk membuat tabel baru, memecahkan masalah penggabungan, menambahkan data dengan union, membuat tabel berpartisi tanggal, serta menggunakan JSON, array, dan struct di BigQuery.
Pelajari lebih lanjut
Earn a skill badge by completing the Detect Manufacturing Defects using Visual Inspection AI course, where you learn how to use Visual Inspection AI to deploy a solution artifact and test that it can successfully identify defects in a manufacturing process.
Pelajari lebih lanjut
Dapatkan badge keahlian pengantar dengan menyelesaikan kursus Mengotomatiskan Pengambilan Data Berskala Besar dengan Document AI. Dalam kursus ini, Anda akan mempelajari cara mengekstrak, memproses, dan mengambil data menggunakan Document AI.
Pelajari lebih lanjut
Dapatkan badge keahlian dengan menyelesaikan kursus Menyiapkan Lingkungan Pengembangan Aplikasi di Google Cloud, yang memungkinkan Anda mempelajari cara membangun dan menghubungkan infrastruktur cloud yang berpusat pada penyimpanan menggunakan kemampuan dasar teknologi berikut: Cloud Storage, Identity and Access Management, Cloud Functions, dan Pub/Sub.
Pelajari lebih lanjut
Dapatkan badge keahlian dengan menyelesaikan kursus Mengembangkan Jaringan Google Cloud Anda yang berisi pelajaran tentang berbagai cara untuk men-deploy dan memantau aplikasi, termasuk cara: menjelajahi peran IAM dan menambahkan/menghapus akses project, membuat jaringan VPC, men-deploy dan memantau VM Compute Engine, menulis kueri SQL, men-deploy dan memantau VM di Compute Engine, serta men-deploy aplikasi menggunakan Kubernetes dengan beberapa pendekatan deployment.
Pelajari lebih lanjut
Selesaikan badge keahlian Membangun Infrastruktur dengan Terraform di Google Cloud tingkat menengah untuk menunjukkan keterampilan dalam hal berikut: Prinsip Infrastruktur sebagai Kode (IaC) menggunakan Terraform, penyediaan dan pengelolaan resource Google Cloud dengan konfigurasi Terraform, pengelolaan status yang efektif (lokal dan jarak jauh), serta modularisasi kode Terraform agar dapat digunakan kembali dan diatur.
Pelajari lebih lanjut
Dapatkan badge keahlian dengan menyelesaikan kursus tentang pengantar Membuat dan Mengelola Instance Cloud Spanner untuk menunjukkan keterampilan dalam: membuat dan berinteraksi dengan instance dan database Cloud Spanner; memuat database Cloud Spanner menggunakan berbagai teknik; mencadangkan database Cloud Spanner; menentukan skema dan memahami rencana kueri; serta men-deploy Aplikasi Web Modern yang terhubung ke instance Cloud Spanner.
Pelajari lebih lanjut
Dapatkan badge keahlian dengan menyelesaikan kursus badge keahlian Berbagi Data Menggunakan Google Data Cloud, tempat Anda akan mendapatkan pengalaman praktis dengan Google Cloud Partner Berbagi Data, yang memiliki set data eksklusif yang dapat digunakan pelanggan untuk kasus penggunaan analisis mereka. Pelanggan berlangganan data ini, mengkuerinya dalam platform mereka sendiri, lalu menambahkannya dengan set data mereka sendiri dan menggunakan visualisasi untuk dasbor yang berinteraksi dengan pelanggan mereka.
Pelajari lebih lanjut
In this Quest, the experienced user of Google Cloud will learn how to describe and launch cloud resources with Terraform, an open source tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned. In these nine hands-on labs, you will work with example templates and understand how to launch a range of configurations, from simple servers, through full load-balanced applications.
Pelajari lebih lanjut
Dapatkan badge keahlian dengan menyelesaikan kursus Arsitektur Cloud: Merancang, Mengimplementasikan, dan Mengelola untuk menunjukkan keahlian Anda dalam hal berikut: men-deploy situs yang dapat diakses secara publik menggunakan server web Apache, mengonfigurasi VM Compute Engine menggunakan skrip startup, mengonfigurasi RDP yang aman menggunakan Bastion host Windows dan aturan firewall, membangun dan men-deploy image Docker ke cluster Kubernetes serta kemudian mengupdatenya, membuat instance CloudSQL, dan mengimpor database MySQL. Kursus badge keahlian ini merupakan referensi yang bagus untuk memahami topik yang akan muncul di ujian sertifikasi Professional Cloud Architect Tersertifikasi Google Cloud.
Pelajari lebih lanjut
Selesaikan badge keahlian tingkat menengah Rekayasa Data untuk Pembuatan Model Prediktif dengan BigQuery ML untuk menunjukkan keterampilan Anda dalam hal berikut: membangun pipeline transformasi data ke BigQuery dengan Dataprep by Trifacta; menggunakan Cloud Storage, Dataflow, dan BigQuery untuk membangun alur kerja ekstrak, transformasi, dan pemuatan (ETL); serta membangun model machine learning menggunakan BigQuery ML.
Pelajari lebih lanjut
Selesaikan badge keahlian pengantar Menyiapkan Data untuk Dasbor dan Laporan Looker untuk menunjukkan keterampilan dalam hal berikut: memfilter, mengurutkan, dan melakukan pivot pada data; menggabungkan hasil dari sejumlah Eksplorasi Looker; serta menggunakan fungsi dan operator untuk membangun dasbor dan laporan Looker untuk analisis dan visualisasi data.
Pelajari lebih lanjut
Dapatkan badge keahlian tingkat lanjut dengan menyelesaikan kursus tentang Menggunakan API Machine Learning di Google Cloud yang membahas fitur dasar machine learning dan dan teknologi AI berikut: Cloud Vision API, Cloud Translation API, dan Cloud Natural Language API.
Pelajari lebih lanjut
This course offers hands-on practice with migrating MySQL data to Cloud SQL using Database Migration Service. You start with an introductory lab that briefly reviews how to get started with Cloud SQL for MySQL, including how to connect to Cloud SQL instances using the Cloud Console. Then, you continue with two labs focused on migrating MySQL databases to Cloud SQL using different job types and connectivity options available in Database Migration Service. The course ends with a lab on migrating MySQL user data when running Database Migration Service jobs.
Pelajari lebih lanjut
Quest level dasar ini berbeda dengan penawaran Qwiklabs lainnya. Semua lab yang termasuk dalam level ini telah diseleksi untuk membekali profesional IT dengan praktik langsung tentang berbagai topik dan layanan yang diujikan dalam Sertifikasi Google Cloud Certified Professional Cloud Architect . Dari IAM, hingga jaringan, dan penerapan Kubernetes Engine, quest ini tersusun atas sejumlah lab spesifik yang akan menguji pengetahuan Anda tentang GCP. Harap diketahui bahwa, meskipun praktik dengan lab ini akan meningkatkan keterampilan dan kemampuan Anda, sebaiknya Anda juga mempelajari panduan ujian serta referensi persiapan lain yang tersedia.
Extend CX Agents with Vertex AI Search data stores
Earned Nov 22, 2025 EST
Build basic Conversational Agents with Playbooks and Flows
Earned Nov 21, 2025 EST
Extend virtual agents with webhooks, tools, and Messenger integration
Earned Nov 21, 2025 EST
Improve customer and agent satisfaction with Agent Assist
Earned Nov 20, 2025 EST
Empower Gen AI apps with tool use
Earned Nov 20, 2025 EST
Extend Gemini with controlled generation and Tool use
Earned Nov 20, 2025 EST
Agen AI Generatif: Mentransformasi Organisasi Anda
Earned Nov 14, 2025 EST
Aplikasi AI Generatif: Mentransformasi Pekerjaan Anda
Earned Nov 14, 2025 EST
AI Generatif: Memahami Lanskap
Earned Nov 14, 2025 EST
AI Generatif: Memahami Konsep Dasar
Earned Nov 14, 2025 EST
AI Generatif: Lebih dari Sekadar Chatbot
Earned Nov 14, 2025 EST
Deploy an Agent with Agent Development Kit (ADK)
Earned Nov 14, 2025 EST
Extend Gemini Enterprise Assistant Capabilities
Earned Nov 12, 2025 EST
Edit images with Imagen
Earned Nov 11, 2025 EST
Understand and Respond to Media
Earned Nov 11, 2025 EST
Agent Summarization (Custom)
Earned Nov 11, 2025 EST
Integrate Agent Assist with Telephony and Chatbot Systems
Earned Nov 11, 2025 EST
Introduction to Agent Assist and its GenAI Capabilities
Earned Nov 10, 2025 EST
Generate and Edit Media in Vertex AI
Earned Nov 10, 2025 EST
Performance Measurement
Earned Nov 10, 2025 EST
Conversational AI Voice and Chat Integrations
Earned Nov 10, 2025 EST
Extend Conversational Agents Functionality with Webhooks and Tools
Earned Nov 10, 2025 EST
Engineer Effective Prompts for Generative Models
Earned Nov 10, 2025 EST
Explore Google's Gen AI Models
Earned Nov 10, 2025 EST
Deploy and Evaluate Model Garden Models
Earned Nov 9, 2025 EST
Supervised Fine-tuning for Gemini
Earned Nov 9, 2025 EST
Machine Learning Operations (MLOps) dengan Vertex AI: Evaluasi Model
Earned Nov 9, 2025 EST
Model evaluation on Vertex AI
Earned Nov 9, 2025 EST
Stateful Flows
Earned Nov 7, 2025 EST
Generative Playbooks
Earned Nov 7, 2025 EST
Deploy a RAG application with vector search in Firestore
Earned Nov 7, 2025 EST
Implement Hybrid Search
Earned Nov 7, 2025 EST
Implement RAG with Vertex AI
Earned Nov 6, 2025 EST
Membuat Embedding, Penelusuran Vektor, dan RAG dengan BigQuery
Earned Nov 6, 2025 EST
Analyze patterns in conversational data with Customer Experience Insights
Earned Nov 6, 2025 EST
Leverage data with Customer Experience Insights
Earned Nov 5, 2025 EST
Find, Explore and Deploy Model Garden Models
Earned Nov 5, 2025 EST
Configure AI Applications to optimize search results
Earned Nov 5, 2025 EST
Improve Vertex AI Search and Gemini Enterprise Search Results
Earned Nov 4, 2025 EST
Customer Experience with Google AI Architecture
Earned Nov 4, 2025 EST
Create and maintain Vertex AI Search data stores
Earned Nov 2, 2025 EST
Introduction to Gemini Enterprise for Customer Experience and Conversational Agents
Earned Nov 2, 2025 EST
Introduction to NotebookLM
Earned Nov 2, 2025 EST
Create media search and media recommendations applications with AI Applications
Earned Nov 2, 2025 EST
Recommendations with AI Applications
Earned Okt 31, 2025 EDT
Build search and recommendations applications with AI Applications
Earned Okt 26, 2025 EDT
Vertex AI Search and Gemini Enterprise Analytics
Earned Okt 15, 2025 EDT
Vertex AI Search and Gemini Enterprise UI Configurations
Earned Okt 15, 2025 EDT
Create Data Stores for Gen AI Applications
Earned Okt 15, 2025 EDT
Introduction to AI Applications
Earned Okt 15, 2025 EDT
Deploy Google Agentspace
Earned Mar 30, 2025 EDT
Mempercepat Pertukaran Pengetahuan dengan Gemini Enterprise
Earned Mar 30, 2025 EDT
Webhook fundamentals
Earned Jul 23, 2024 EDT
Advanced Webhook Concepts
Earned Jul 23, 2024 EDT
Responsible AI: Menerapkan Prinsip AI dengan Google Cloud
Earned Feb 5, 2024 EST
Search with AI Applications
Earned Sep 15, 2023 EDT
GCC TechCon 2023 - Data - AI/ML
Earned Sep 14, 2023 EDT
Model Transformer dan Model BERT
Earned Jul 5, 2023 EDT
Mekanisme Atensi
Earned Jul 5, 2023 EDT
Pengantar Responsible AI
Earned Jul 5, 2023 EDT
Pengantar Model Bahasa Besar
Earned Jul 5, 2023 EDT
Introduction to Generative AI - Bahasa Indonesia
Earned Jul 5, 2023 EDT
Pengantar Vertex AI Studio
Earned Jul 5, 2023 EDT
Generative AI Fundamentals - Bahasa Indonesia
Earned Jul 5, 2023 EDT
Pengantar AI Generatif
Earned Jul 4, 2023 EDT
Pengantar Pembuatan Gambar
Earned Jul 3, 2023 EDT
Membuat Model Pemberian Teks pada Gambar
Earned Jul 3, 2023 EDT
Arsitektur Encoder-Decoder
Earned Jul 3, 2023 EDT
Penjelajah AI Generatif - Vertex AI
Earned Jul 3, 2023 EDT
Techcon 2023 Industry Game
Earned Mei 18, 2023 EDT
Techcon 2023 Platform Game
Earned Mei 17, 2023 EDT
Techcon 2023 Data & AI Game
Earned Mei 16, 2023 EDT
Memantau Lingkungan dengan Google Cloud Managed Service for Prometheus
Earned Mar 24, 2023 EDT
Membuat Model ML dengan BigQuery ML
Earned Mar 12, 2023 EDT
Membangun dan Men-Deploy Solusi Machine Learning di Vertex AI
Earned Mar 10, 2023 EST
Mengembangkan Aplikasi Serverless dengan Firebase
Earned Feb 13, 2023 EST
Menerapkan Dasar-Dasar Keamanan Cloud di Google Cloud
Earned Feb 11, 2023 EST
Mengembangkan Aplikasi Serverless di Cloud Run
Earned Feb 9, 2023 EST
Mengimplementasikan Cloud Load Balancing untuk Compute Engine
Earned Feb 7, 2023 EST
Men-deploy Aplikasi Kubernetes di Google Cloud
Earned Feb 7, 2023 EST
Mendapatkan Insight dari Data BigQuery
Earned Feb 4, 2023 EST
Membangun Data Warehouse dengan BigQuery
Earned Feb 1, 2023 EST
DEPRECATED Detect Manufacturing Defects Using Visual Inspection AI
Earned Jan 28, 2023 EST
Mengotomatiskan Pengambilan Data Berskala Besar dengan Document AI
Earned Jan 27, 2023 EST
Menyiapkan Lingkungan Pengembangan Aplikasi di Google Cloud
Earned Jan 25, 2023 EST
Mengembangkan Jaringan Google Cloud Anda
Earned Jan 20, 2023 EST
Membangun Infrastruktur dengan Terraform di Google Cloud
Earned Jan 19, 2023 EST
Membuat dan Mengelola Instance Cloud Spanner
Earned Jan 17, 2023 EST
Berbagi Data Menggunakan Google Data Cloud
Earned Des 28, 2022 EST
Managing Cloud Infrastructure with Terraform
Earned Des 25, 2022 EST
Arsitektur Cloud: Merancang, Mengimplementasikan, dan Mengelola
Earned Des 24, 2022 EST
Rekayasa Data untuk Pembuatan Model Prediktif dengan BigQuery ML
Earned Des 24, 2022 EST
Menyiapkan Data untuk Dasbor dan Laporan Looker
Earned Des 23, 2022 EST
Menggunakan API Machine Learning di Google Cloud
Earned Des 21, 2022 EST
Migrating MySQL data to Cloud SQL using Database Migration Service
Earned Des 8, 2022 EST
DEPRECATED Cloud Architecture
Earned Agu 27, 2022 EDT