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Ihre Kompetenzen in der Google Cloud Console anwenden

Francisco Colomer

Mitglied seit 2023

Diamond League

56397 Punkte
Create Real-time Data Processing Pipelines Earned Mai 28, 2026 EDT
Orchestrate Data Lifecycle Automation with Data Agents Earned Mai 27, 2026 EDT
Introduction to Looker Earned Mai 23, 2026 EDT
Die erste Gemini Enterprise-Anwendung erstellen Earned Mai 10, 2026 EDT
Enterprise-Agents und deren Anwendungsfälle Earned Mai 9, 2026 EDT
Grundlagen zu Agenten Earned Mai 6, 2026 EDT
Einführung in Agents Earned Mai 3, 2026 EDT
Service Orchestration and Choreography on Google Cloud Earned Apr 21, 2026 EDT
Developing Applications with Google Cloud: Foundations Earned Apr 17, 2026 EDT
Agents mit dem Agent Development Kit (ADK) erstellen Earned Apr 13, 2026 EDT
KI-basierte Prototypen in Google AI Studio entwickeln Earned Apr 3, 2026 EDT
AI Boost Bites: Advanced Analysis in Sheets Earned Mär 24, 2026 EDT
AI Boost Bites: Notes to Sheets with Gemini Earned Mär 24, 2026 EDT
AI Boost Bites: Gemini Calendar Hacks in Gmail Earned Mär 24, 2026 EDT
AI Boost Bites: Build Slides Fast with Gemini Earned Mär 24, 2026 EDT
AI Boost Bites: Talk to Your Data in Sheets Earned Mär 24, 2026 EDT
AI Boost Bites: AI Magic in a Sheets Cell Earned Mär 24, 2026 EDT
AI Boost Bites: Create ‘What If’ Scenarios with AI Earned Mär 24, 2026 EDT
AI Boost Bites: Become a Creative Mashup Artist Earned Mär 24, 2026 EDT
AI Boost Bites: Become an AI Art Director for Your World Earned Mär 24, 2026 EDT
AI Boost Bites: Create the Perfect Portrait Earned Mär 24, 2026 EDT
AI Boost Bites: Research Hacks with NotebookLM Earned Mär 24, 2026 EDT
AI Boost Bites: Find the Story in Your Data Earned Mär 24, 2026 EDT
AI Boost Bites: Streamline Event Planning with AI Earned Mär 23, 2026 EDT
AI Boost Bites: Supercharge Research with Gemini Earned Mär 23, 2026 EDT
AI Boost Bites: Make Any Big Purchase with Confidence Earned Mär 23, 2026 EDT
AI Boost Bites: Animated Charts with Gemini Earned Mär 23, 2026 EDT
AI Boost Bites: Turn Your Ideas into Animated Art Earned Mär 23, 2026 EDT
AI Boost Bites: Your Personal AI Tutor Earned Mär 23, 2026 EDT
AI Boost Bites: Gamify Your Study Guides Earned Mär 23, 2026 EDT
AI Boost Bites: Get Your Competitor's Playbook in Minutes Earned Mär 23, 2026 EDT
AI Boost Bites: Build a Personalized Weather App Earned Mär 23, 2026 EDT
AI Boost Bites: Create a 3D Solar System Earned Mär 23, 2026 EDT
AI Boost Bites: Create Your Own Productivity Tools Earned Mär 22, 2026 EDT
AI Boost Bites: Guided Learning with Gemini Earned Mär 22, 2026 EDT
AI Boost Bites: Create Your Own Retro Arcade Game Earned Mär 21, 2026 EDT
AI Boost Bites: Create Your Ultimate College Scouting Report Earned Mär 20, 2026 EDT
AI Boost Bites: One-Click Campaign Visuals Earned Mär 20, 2026 EDT
AI Boost Bites: From Napkin Sketch to Functional App Earned Mär 20, 2026 EDT
AI Boost Bites: NotebookLM Reports Earned Mär 19, 2026 EDT
AI Boost Bites: Your Personal Feedback Agent Earned Mär 19, 2026 EDT
AI Boost Bites: Presentation Scripts with Gemini Earned Mär 17, 2026 EDT
AI Boost Bites: Project Notebooks Earned Mär 17, 2026 EDT
AI Boost Bites: NotebookLM for Market Research Earned Mär 17, 2026 EDT
AI Boost Bites: NotebookLM Video Overviews Earned Mär 17, 2026 EDT
AI Boost Bites: Discover Sources in NotebookLM Earned Mär 16, 2026 EDT
AI Boost Bites: NotebookLM Mind Maps Earned Mär 15, 2026 EDT
AI Boost Bites: Intro to NotebookLM Earned Mär 15, 2026 EDT
AI Boost Bites: Email Content Creation Earned Mär 15, 2026 EDT
AI Boost Bites: Create Docs in Seconds Earned Mär 15, 2026 EDT
AI Boost Bites: AI Power-Ups for Google Workspace Earned Mär 15, 2026 EDT
AI Boost Bites: Tame Your Inbox with AI Earned Mär 15, 2026 EDT
AI Boost Bites: Gemini Slide Summaries Earned Mär 15, 2026 EDT
AI Boost Bites: No-Code Sheets & Scripts Earned Mär 15, 2026 EDT
AI Boost Bites: Amplify Exec Voices with AI Earned Mär 15, 2026 EDT
AI Boost Bites: Exec Summaries with Gemini Gems Earned Mär 15, 2026 EDT
AI Boost Bites: Automate tasks with Gemini and Apps Script Earned Mär 15, 2026 EDT
AI Boost Bites: "Eat the Frog" with NotebookLM Earned Mär 14, 2026 EDT
AI Boost Bites: Gemini Image-to-Sheets Hack Earned Mär 14, 2026 EDT
AI Boost Bites: Poke Holes in Your Strategy Earned Mär 14, 2026 EDT
AI Boost Bites: NotebookLM for Competitive Edge Earned Mär 14, 2026 EDT
AI Boost Bites: Personalization with customized prompts Earned Mär 14, 2026 EDT
AI Boost Bites: TL;DR with Gemini in Docs & Drive Earned Mär 14, 2026 EDT
AI Boost Bites: Prompting like a Pro with Google Workspace Earned Mär 13, 2026 EDT
AI Boost Bites: Content Generation with Gemini Made Easy Earned Mär 12, 2026 EDT
AI Boost Bites: Customer insights with NotebookLM Earned Mär 12, 2026 EDT
AI Boost Bites: Gemini Gems – Your ultimate marketing sidekick Earned Mär 11, 2026 EDT
Vibe Coding for Beginners: From Zero to App Earned Mär 10, 2026 EDT
AI Boost Bites: Become a "Vibe DJ" Earned Mär 2, 2026 EST
Intelligente Cloud-Anwendung mit Vibe Coding und MCP entwickeln Earned Mär 1, 2026 EST
Streamline Application Development with Gemini CLI Earned Feb 28, 2026 EST
App-Entwicklung mit der Gemini CLI beschleunigen Earned Feb 26, 2026 EST
KI‑Infrastruktur: Netzwerktechniken Earned Feb 16, 2026 EST
KI-Infrastruktur: Speicheroptionen Earned Feb 13, 2026 EST
KI-Infrastruktur: Bereitstellungsarten Earned Feb 10, 2026 EST
KI-Infrastruktur: Cloud TPUs Earned Feb 3, 2026 EST
KI-Infrastruktur: Cloud-GPUs Earned Jan 29, 2026 EST
KI-Infrastruktur: Einführung in AI Hypercomputer Earned Jan 25, 2026 EST
Google DeepMind: 03 Design And Train Neural Networks Earned Jan 20, 2026 EST
Google DeepMind: 02 Represent Your Language Data Earned Jan 9, 2026 EST
Google DeepMind: 01 Build Your Own Small Language Model Earned Jan 4, 2026 EST
Discover Business Value for Customers Earned Dez 31, 2025 EST
Partner Pre-Sales Readiness Training Earned Dez 26, 2025 EST
Modernizing Mainframe Applications with Google Cloud Earned Dez 22, 2025 EST
AlloyDB-Instanzen erstellen und verwalten Earned Dez 19, 2025 EST
Bigtable-Instanzen erstellen und verwalten Earned Dez 17, 2025 EST
Cloud Spanner-Instanzen erstellen und verwalten Earned Dez 15, 2025 EST
Cloud SQL for PostgreSQL-Instanzen erstellen und verwalten Earned Dez 11, 2025 EST
Einführung in Vertex AI Studio Earned Dez 5, 2025 EST
Einführung in generative KI Earned Dez 4, 2025 EST
Introduction to Reliable Deep Learning Earned Nov 30, 2025 EST
Database Migration Service verwenden, um MySQL-Daten nach Cloud SQL zu migrieren Earned Nov 27, 2025 EST
[Deprecated]Enterprise Database Migration Earned Nov 25, 2025 EST
Select a Google Cloud Database for Your Applications Earned Sep 24, 2025 EDT
Google Cloud-Grundlagen: Kerninfrastruktur Earned Jul 26, 2025 EDT
Machine Learning in the Enterprise Earned Sep 29, 2024 EDT
How Google Does Machine Learning Earned Mai 29, 2024 EDT
Daten für die Vorhersagemodellierung mit BigQuery ML vorbereiten Earned Nov 15, 2023 EST
Data Warehouse mit BigQuery erstellen Earned Nov 14, 2023 EST
Daten für ML-APIs in Google Cloud vorbereiten Earned Nov 13, 2023 EST
Serverless Data Processing with Dataflow: Operations Earned Nov 9, 2023 EST
Serverless Data Processing with Dataflow: Develop Pipelines Earned Nov 4, 2023 EDT
Serverless Data Processing with Dataflow: Foundations Earned Okt 26, 2023 EDT
Smart Analytics, Machine Learning, and AI on Google Cloud Earned Okt 23, 2023 EDT
Build Batch Data Pipelines on Google Cloud Earned Okt 22, 2023 EDT
Build Streaming Data Pipelines on Google Cloud Earned Okt 20, 2023 EDT
Build Data Lakes and Data Warehouses on Google Cloud Earned Okt 14, 2023 EDT
Google Cloud Big Data and Machine Learning Fundamentals Earned Okt 12, 2023 EDT
Preparing for your Professional Data Engineer Journey Earned Okt 4, 2023 EDT

In this advanced challenge lab, you act as a Data Engineer for Cymbal Direct, a retail company integrating real-time movie review data into a marketing pipeline. You are responsible for building two distinct streaming architectures. First, you will implement a direct, code-free ingestion path using Pub/Sub BigQuery subscriptions. Second, you will deploy a sophisticated Dataflow pipeline that uses JavaScript User-Defined Functions (UDFs) to transform raw text into numerical data before it reaches BigQuery, all while managing high-velocity data generated by a simulated stream.

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Complete the Orchestrate Data Lifecycle Automation with Data Agents skill badge to demonstrate your proficiency in modernizing data infrastructure using AI-driven automation. Emphasis is placed on acting as an 'Agent Orchestrator'—leveraging specialized Data Agents to build resilient Dataform pipelines, enforce Dataplex governance, and accelerate data science workflows in Colab Enterprise. 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 introductory course, you'll learn how Looker can help you explore, analyze, and visualize your data to drive better decisions. Through a combination of video lectures and demos, you'll discover how to connect to various data sources, build interactive dashboards, and perform effective data analysis. Whether you're a data analyst, BI analyst, data scientist or business user, this course will equip you with the foundational knowledge to start using Looker effectively, regardless of your background.

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Erstellen Sie Ihre erste Gemini Enterprise-Anwendung! Verknüpfen Sie verschiedene Datenquellen mit Ihrer Anwendung. Wenden Sie erweiterte Funktionen wie Deep Research-Agenten, Ideenfindung mit mehreren KI-Agenten und NotebookLM für fokussierte Analysen souverän an.

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Erfahren Sie, wie KI-Agenten den Geschäftserfolg steigern können. Anschließend erfahren Sie, wie Gemini Enterprise Sie in die Lage versetzt, die richtigen KI-Agenten zu erstellen und zu orchestrieren – von No-Code- bis hin zu High-Code-Lösungen.

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KI‑Agenten stellen einen bedeutenden Wandel gegenüber traditionellen Large Language Models (LLMs) dar: Anstatt lediglich textbasierte Lösungen zu generieren, können sie diese Lösungen auch selbstständig ausführen. Dieser Kurs behandelt die Grundlagen von KI‑Agenten und zeigt, wie sie sich von LLM-APIs unterscheiden und in der realen Welt einen Mehrwert bieten. Er basiert auf dem Whitepaper zu Agenten von Google und bietet eine theoretische Grundlage, die man kennen sollte, bevor man die ersten Zeilen Code für einen KI‑Agenten schreibt. Der Kurs ist somit ideal für Personen in der Softwareentwicklung und -Architektur sowie für all diejenigen, die technische Entscheidungen fällen müssen und KI‑Systeme im Kontext von selbstständigen, zielorientierten Handlungen (Anstatt nur als Textgeneratoren) verstehen möchten. In unserem Community-Forum können Sie sich am Diskurs beteiligen.

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Sie erhalten einen konzeptionellen Überblick über KI-Agenten. Wir zeigen Ihnen, wie KI-Agenten autonomes Handeln und logisches Denken nutzen, um komplexe Probleme zu lösen.

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This course introduces you to event-based applications and teaches you how to use service orchestration and choreography to coordinate microservices. Using lectures and hands-on labs, you learn how to use Workflows, Eventarc, Cloud Tasks, and Cloud Scheduler to build microservices applications on Google Cloud.

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In this course, you learn the fundamentals of application development on Google Cloud. You learn best practices for cloud applications, and how to select compute and data options to match your application use cases. You're introduced to generative AI and how it's used to help build applications. You learn about authentication and authorization, application deployment, continuous integration and delivery, and monitoring and performance tuning for your applications running in Google Cloud. Using lectures and hands-on labs, you learn how to get started building and running applications on Google Cloud.

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Wie zeigen Ihnen, wie Sie mit dem Agent Development Kit (ADK). In diesem Kurs geht es um das Open-Source-Framework des ADKs. Sie werden von der einfachen Prompt-Entwicklung zu einem Code-First-Ansatz für strukturierte Softwareentwicklung geführt.

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Mit dem Skill-Logo zum Kurs KI-basierte Prototypen in Google AI Studio entwickeln weisen Sie Grundkenntnisse in folgenden Bereichen nach: effektive Prompts erstellen, multimodale Funktionen für die Bild- und Videoanalyse nutzen, Prototypen für funktionale KI-gestützte Anwendungen aus Vorlagen und Text-Prompts erstellen und mithilfe von API-Schlüsseln benutzerdefinierte KI-Lösungen entwickeln und bereitstellen.

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In this video, you'll learn to use Gemini in Google Sheets for advanced data analysis. You'll learn how to create data visualizations, like a scatter plot, using a simple prompt. You'll also learn how to ask Gemini to analyze your data for strategic insights and recommendations, such as how to save money.

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In this video, you'll learn to use Gemini in Google Sheets to automatically generate organized trackers from unstructured data. You'll learn how to write a prompt that references other Google Drive files using the "@" symbol. You'll also see how Gemini builds a fully formatted, color-coded table with drop-down menus based on the data in your notes, saving you significant manual effort.

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In this video, you'll learn to use Gemini in Google Workspace to manage your calendar from your Gmail inbox. You'll learn how to ask Gemini about your schedule in the side panel and how to create new events without switching apps. You'll also learn how to use Gemini's one-click scheduling feature when it automatically detects event details in an email.

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In this video, you'll learn to use Gemini in Google Slides to build polished presentations efficiently. You'll see how to create slides by referencing content directly from your Google Drive files using the "@" symbol. You'll also learn to generate custom, professional images from a simple text prompt to visually enhance your presentation.

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In this video, you'll learn to use the "Ask Gemini" feature in Google Sheets to manage your data with natural language. You'll see how to ask Gemini to create dropdowns, highlight sales data, create a pivot table, filter by month, and sort by revenue.

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In this video, you'll learn to use the =AI() function in Google Sheets to automate your work. You'll see how to generate text like slogans, summarize paragraphs of customer feedback, and categorize data by classifying inquiries and analyzing sentiment.

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In this video, you'll learn to create "what if" scenarios using AI's reasoning. You'll see how to set a "before" scene with a person holding a cake, prompt an action by asking "what would happen if they tripped?", and let the AI generate the plausible "after" image of the cake falling.

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In this video, you'll learn the "creative mashup artist" technique for combining images. You'll see how to generate a subject and a scene as two separate images, and then use a final blending prompt to fuse the astronaut from the first image and the court from the second into one new picture.

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In this video, you'll learn to art direct your images in the Gemini app. You'll see how to use multi-turn editing to furnish an empty room step-by-step, and how to "remix" a photo by applying the color and texture of a butterfly's wings to a pair of rainboots.

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In this video, you'll learn to create imaginative portraits in the Gemini app that maintain your likeness. You'll see how to use the "Subject, Action, Scene, Style" formula for better prompts, transport yourself into a vintage photo, and combine a photo of yourself and your dog into one new image.

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In this video, you'll learn to use NotebookLM to manage a large-scale research project. You'll see how to upload all your documents to get summaries, ask deeper strategic questions to find key insights, and use the audio feature to listen to your findings on the go.

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In this video, you'll learn to use NotebookLM to analyze raw data and find compelling stories. You'll see how to ground the AI in your specific documents, prompt it to generate newsworthy PR claims, and ask it to find hidden correlations between different data points to uncover new insights.

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In this video, you'll learn to use an AI assistant to streamline large-scale event planning. You'll see how to prompt an AI to brainstorm off-site ideas, create fair groups for icebreakers, build a shuttle schedule based on arrival times, and analyze survey feedback for gains and losses.

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In this video, you'll learn pro tips for conducting thorough competitive research with Gemini Deep Research. You'll see how to enhance a basic prompt by assigning a persona, specifying a table format for the output, and directing the AI to search specific sources like Reddit for richer insights.

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In this video, you'll learn to use Gemini Deep Research to make complex purchasing decisions with confidence. You'll see how to write a nuanced, personal prompt about your specific needs and receive a synthesized, comparative report that cuts through the clutter of online reviews.

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In this video, you'll learn to create an animated bar chart race using Gemini Canvas. You'll see how to write a prompt to visualize data over time and then use a follow-up prompt to refine the animation, such as slowing it down for a presentation.

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In this video, you'll learn to create complex animated art using Gemini Canvas. You'll see how to write a descriptive prompt to generate a kinetic typography animation with distortion effects, and then use a follow-up prompt to completely change its color style.

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In this video, you'll learn to build a reusable, custom "Study Guide Gem." You'll see how to write the core instructions for your Gem once, and then use it again and again to transform messy notes and articles into a perfectly structured study guide with a summary, outline, and glossary.

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In this video, you'll learn to turn your study guides into interactive quizzes using Gemini Canvas. You'll see how to upload your notes and use a simple prompt to generate a quiz with multiple choice and fill-in-the-blank questions that provide immediate feedback.

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In this video, you'll learn to use Gemini Deep Research to conduct competitive marketing analysis. You'll see how to submit a research prompt, approve the personalized research plan Gemini creates, and receive a detailed, synthesized report on competitor campaigns to inform your strategy.

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In this video, you'll learn to build a working prototype of a personalized weather app using Gemini Canvas. You'll see how to specify the cities for a 7-day forecast and then use a follow-up prompt to change the app's theme to a minimal, dark mode interface.

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In this video, you'll learn to create an interactive 3D simulation using Gemini Canvas. You'll see how to build a 3D model of the solar system from a single sentence and then use follow-up prompts to add interactive and educational features, like clickable planets and fun facts.

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In this video, you'll learn to build a custom personal utility app using Gemini Canvas. You'll see how to write a detailed prompt to create a Pomodoro timer tailored to your specific needs, and then use follow-up prompts to adjust its visual design.

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In this video, you'll learn to use the Guided Learning experience in Gemini to build a deep understanding of any topic. You'll see how to start a conversation, engage with Gemini's probing questions, and use interactive tools like diagrams and quizzes to guide your learning journey.

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In this video, you'll learn to use a simple text prompt in Gemini Canvas to build a playable game. You'll see how to create a Tic-Tac-Toe game, use a follow-up prompt to customize its theme to a retro 8-bit style, and share the final game with a link.

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In this video, you'll learn to use creative prompts in Gemini to make complex research fun and easy to understand. You'll see how to ask Gemini to research a topic and present the findings in a creative format, like a sports scouting report and a head-to-head bracket, to better visualize and compare your options.

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In this video, you'll learn to use the Create menu in Gemini Canvas to instantly convert a block of text into a variety of visual formats. You’ll see how to take a brainstormed marketing campaign and turn it into both a shareable infographic and an internal webpage with just one click.

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In this video, you'll learn to use Gemini Canvas to turn a simple drawing into a working app. You'll upload a sketch, use a simple prompt to generate code, watch a live preview build itself, and make iterative changes to your app prototype using natural language.

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This video covers how NotebookLM's Reports feature dynamically suggests formats to help you create customized, trustworthy analyses of your documents with ease.

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This video covers how to build a personalized "Work with Me" agent using Gemini Gems, which helps streamline foundational feedback and makes your meetings more strategic and efficient.

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AI Boost Bites is a video series designed to help you leverage Google's AI tools in your daily work. Each episode, under 10 minutes, features a quick video demonstrating a real-world AI use case or topic. After the video, you'll get a challenge to apply what you've learned. It's an easy, interactive way to boost your AI skills and improve your productivity.

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This video covers how to create a 'project notebook' in NotebookLM by adding all relevant sources to build a central, searchable knowledge hub for your team.

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This video covers how to use NotebookLM for common marketing tasks like analyzing customer feedback, conducting market research, and generating content ideas.

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This video covers how to use the Video Overviews feature in NotebookLM to automatically generate a short explainer video based on your source documents.

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This video covers how to use the 'Discover Sources' feature in NotebookLM to find and import relevant web-based sources directly into your research project.

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This video covers how to use the Mind Maps feature in NotebookLM to automatically create a visual representation of your sources, helping you understand connections and key concepts.

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This video covers how to use NotebookLM as a personal research assistant by adding sources, asking questions, and generating new content formats based on your documents.

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This video covers how to use Gemini in Gmail to draft new emails, refine their tone, respond with context from Drive files, and use smart reply suggestions.

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This video covers how to use the 'Help me create' feature in Google Docs to generate a complete, formatted document by referencing content from other files in your Drive.

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This video covers five key ways to use Google's AI tools, including Gemini in Workspace, the Gemini app, and NotebookLM, to enhance your daily productivity.

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This video covers how to use Gemini in Gmail to summarize emails, find information, and draft replies, helping you manage your inbox more efficiently.

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This video covers how to use Gemini in Slides to automatically generate meeting recaps and draft follow-up emails, which can streamline your post-meeting workflow and save you time.

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This video covers how you can leverage Gemini's advanced AI capabilities within Google Sheets to effortlessly pull data and generate insights in minutes, all without the need for any technical or coding background.

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This video will cover how to leverage Gemini Gems to create authentic social media posts in your leader's unique voice. Learn to overcome the challenge of scaling executive social presence by training a Gem with writing samples and clear instructions. Discover how to generate engaging posts quickly, saving time while amplifying thought leadership and ensuring authenticity.

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This video covers how you can create your own Brevity Gem to summarize and transform messy notes or long documents into clear, concise, executive-ready summaries.

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This video covers how to use Gemini and Apps Script to automate manual tasks across Google Workspace. You'll learn to prompt Gemini to generate Apps Script code that automatically drafts email reminders in Google Sheets for tasks not marked 'Complete.' Automate your workflow with little to no technical expertise, freeing up time for more important work and eliminating manual follow-ups.

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This video covers how you can leverage Notebook LM to "eat the frog" on your to-do list by automating complex tasks like summarizing legislation and mapping services, saving you hours of work.

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This video covers how to eliminate tedious manual data entry using Gemini. Learn how to take a picture or screenshot of data (from PDFs, paper, or images) and prompt Gemini to instantly convert it into a structured Google Sheet. Discover this simple hack to save countless hours transcribing data, turning Gemini into your personal data entry assistant. Just snap, prompt, and export!

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AI Boost Bites is a video series designed to help you leverage Google's AI tools in your daily work. Each episode, under 10 minutes, features a quick video demonstrating a real-world AI use case or topic. After the video, you'll get a challenge to apply what you've learned. It's an easy, interactive way to boost your AI skills and improve your productivity.

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This video will cover how to use NotebookLM to gather and analyze publicly available information, combine it with internal documents, and extract key competitive insights.

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This video covers how to personalize your Gemini results in Google Workspace. Learn to incorporate documents and research papers directly into your prompts using the "@" symbol to get more targeted and relevant AI output tailored to your needs.

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This video covers how you can use Gemini to summarize long documents in Google Workspace, so you can quickly get the information you need and save time. You'll learn how to use Gemini to summarize entire documents or just selected text, as well as how to use Gemini in Drive to summarize across multiple files.

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This video covers prompt engineering fundamentals for effective AI communication. Learn a simple framework (Persona, Task, Context, Format) to craft clear prompts, getting better, faster results from Gemini in Google Workspace. Discover how to use natural language, be specific, and iterate for optimal AI assistance.

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This video will cover how you can leverage Gemini's advanced AI capabilities in Google Docs to brainstorm ideas, draft various marketing content, and collaborate with your team.

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This video covers how NotebookLM can revolutionize customer insight gathering from call or chat transcripts. You'll learn to upload PDF transcripts of hundreds of conversations (even multilingual ones!) and quickly extract key themes, trending topics, and actionable insights without listening for hours. Discover how to save findings, share notebooks, and even generate interactive podcast summaries of your data.

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This video covers how to create your own Gemini Gems, advanced AI capabilities that can automate repetitive tasks and supercharge your productivity.

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In this course, you'll learn how to build software with Gemini, Google’s generative AI. The best part is: Anyone can do this. It’s okay if you've never written code before. You just need to be curious and motivated, and we'll help you get from zero to app.

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In this video, you'll learn to build a working music synthesizer using a simple text prompt in Gemini Canvas. You'll see how to specify controls like waveform, attack, and sustain, and then interact with the generated instrument to create and experiment with your own unique sounds.

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Schließen Sie den Kurs Intelligente Cloud-Anwendung mit Vibe Coding und MCP entwickeln ab und sichern Sie sich ein Skill-Logo. Dabei lernen Sie, wie Sie die Leistungsfähigkeit des KI-Coding-Assistenten von Google und von MCP-Servern optimal nutzen.

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Complete the Streamline Application Development with Gemini CLI skill badge to demonstrate your proficiency in using the full capabilities of Gemini CLI in application development tasks. You will be tasked with defining multi-step plans, creating a reusable CLI extension, managing context, experimenting with checkpoints and deploying to Cloud Run all from Gemini CLI. 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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Dieser Kurs richtet sich an Anwendungsentwicklerinnen und ‑entwickler und DevOps Engineers, die mit der Gemini CLI, einem generativen, von Gemini unterstützten KI-Agenten für Terminals, intelligenter arbeiten möchten. In diesem Kurs werden die Installation und Konfiguration der Gemini CLI behandelt sowie Anwendungsfälle und bewährte Sicherheitsverfahren vorgestellt. Es werden Befehle, Tools, Model-Context-Protocol-Server (MCP) und Erweiterungen erklärt. Anhand einer praktischen Übung installieren und konfigurieren Sie die Gemini CLI und verwenden sie zur Codeanalyse sowie zum Erstellen und Bearbeiten einer Anwendung.

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Willkommen zum Kurs „KI-Infrastruktur: Netzwerktechniken“. In diesem Kurs lernen Sie, die Infrastruktur von Google Cloud mit hoher Bandbreite und geringer Latenz zu nutzen, um die Datenübermittlung und die Kommunikation zwischen allen Komponenten Ihres KI-Systems zu optimieren. Am Ende sind Sie in der Lage, die wichtige Rolle von Netzwerken in der gesamten KI-Pipeline – von der Datenaufnahme über das Training bis hin zur Inferenz – zu verstehen und Best Practices anzuwenden, um dafür zu sorgen, dass Ihre Workloads mit maximaler Geschwindigkeit ausgeführt werden.

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In diesem Kurs erhalten Sie einen umfassenden Überblick über die Speicherlösungen von Google Cloud, die speziell auf KI- und Hochleistungs-Computing-Arbeitslasten (HPC-Arbeitslasten) zugeschnitten sind. Sie erfahren, wie Sie für jede Phase des ML-Lebenszyklus den richtigen Speicher auswählen. Sie lernen, wie Sie die I/O-Leistung während des Trainings optimieren, riesige Datasets im Rahmen der Datenvorbereitung verwalten und Modellartefakte mit geringer Latenz bereitstellen. Anhand praktischer Beispiele und Demonstrationen erwerben Sie das nötige Fachwissen, um solide Speicherlösungen zu entwickeln, die Ihre KI-Innovationen beschleunigen.

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Dieser Kurs bietet einen umfassenden Leitfaden zum Bereitstellen, Verwalten und Optimieren von KI- und HPC-Arbeitslasten (Hochleistungs-Computing) auf Google Cloud. In einer Reihe von Lektionen und praktischen Demonstrationen lernen Sie verschiedene Bereitstellungsstrategien kennen – von hochgradig anpassbaren Umgebungen mit der Google Compute Engine (GCE) bis hin zu verwalteten Lösungen wie der Google Kubernetes Engine (GKE). Dabei lernen Sie, wie Sie Cluster erstellen und GKE für Inferenzprozesse bereitstellen.

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Willkommen beim Kurs „Cloud TPUs“. Wir sehen uns die Vor- und Nachteile von TPUs in verschiedenen Szenarien an und vergleichen unterschiedliche TPU-Beschleuniger, um Ihnen bei der Auswahl des richtigen Produkts zu helfen. Sie lernen Strategien zur Maximierung der Leistung und Effizienz Ihrer KI-Modelle sowie die Bedeutung der GPU/TPU-Interoperabilität für flexible Machine-Learning-Workflows kennen. Mithilfe ansprechender Inhalte und praktischer Demos zeigen wir Ihnen Schritt für Schritt, wie Sie TPUs effektiv einsetzen können.

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Möchten Sie mehr über die leistungsstarke Hardware hinter KI erfahren? Dieses Modul erklärt die Funktionsweise von leistungsoptimierten KI-Computern und zeigt Ihnen, warum sie so wichtig sind. Wir gehen dabei darauf ein, wie CPUs, GPUs und TPUs die Ausführung von KI-Aufgaben extrem beschleunigen, was die einzelnen Komponenten auszeichnet und wie deren Potenzial durch KI-Software optimal genutzt werden kann. Am Ende dieses Moduls wissen Sie genau, wie Sie die richtige GPU für Ihre KI-Projekte auswählen, und können so die optimale Lösung für Ihre KI-Workloads finden.

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Sind Sie bereit, mit AI Hypercomputer loszulegen? Dieser Grundlagenkurs erleichtert Ihnen den Einstieg. Er vermittelt Ihnen, was AI Hypercomputer ist und wie damit KI bei KI-Arbeitslasten unterstützt wird. Sie lernen die verschiedenen Komponenten eines Hypercomputers kennen, wie GPUs, TPUs und CPUs, und erfahren, wie Sie den richtigen Ansatz hinsichtlich der Bereitstellung Ihren Anforderungen entsprechend auswählen.

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In this Google DeepMind course you will focus on the training process for machine learning models. You will learn how to spot and mitigate issues when training a model, such as overfitting and underfitting. In practical coding labs, you will implement and evaluate the multilayer perceptron for simple classification tasks. This will provide insights into the mechanics of training a neural network model and the backpropagation algorithm. Research case studies will demonstrate how neural networks power real-world models. Additionally, you will consider the broader social impacts of innovation by looking beyond immediate benefits to anticipate potential risks, safety concerns, and further-reaching societal consequences.

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In this Google DeepMind course you will learn how to prepare text data for language models to process. You will investigate the tools and techniques used to prepare, structure, and represent text data for language models, with a focus on tokenization and embeddings. You will be encouraged to think critically about the decisions behind data preparation, and what biases within the data may be introduced into models. You will analyze trade-offs, learn how to work with vectors and matrices, how meaning is represented in language models. Finally, you will practice designing a dataset ethically using the Data Cards process, ensuring transparency, accountability, and respect for community values in AI development.

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In this Google DeepMind course, you will learn the fundamentals of language models and gain a high-level understanding of the machine learning development pipeline. You will consider the strengths and limitations of traditional n-gram models and advanced transformer models. Practical coding labs will enable you to develop insights into how machine learning models work and how they can be used to generate text and identify patterns in language. Through real-world case studies, you will build an understanding around how research engineers operate. Drawing on these insights you will identify problems that you wish to tackle in your own community and consider how to leverage the power of machine learning responsibly to address these problems within a global and local context.

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The course aims to train Google technical sales partners on the business value discovery process using proprietary content.

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Want to learn more about Google Cloud? Grow your Google Cloud knowledge, strengthen your skills to win with customers, and scale your Google Cloud business. Find it here in one handy location.

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This course enables system integrators and partners to understand the principles of automated migrations, plan legacy system migrations to Google Cloud leveraging G4 Platform, and execute a trial code conversion.

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Mit dem Skill-Logo zum Kurs AlloyDB-Instanzen erstellen und verwalten weisen Sie Grundkenntnisse in den folgenden Bereichen nach: zentrale AlloyDB-Abläufe und ‑Aufgaben ausführen, von PostgreSQL zu AlloyDB migrieren, AlloyDB-Datenbanken verwalten und analytische Abfragen mit der spaltenbasierten Engine von AlloyDB beschleunigen.

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Mit dem Skill-Logo zum Kurs Bigtable-Instanzen erstellen und verwalten weisen Sie Grundkenntnisse in folgenden Bereichen nach: Instanzen erstellen, Schemas entwerfen, Daten abfragen und Verwaltungsaufgaben in Bigtable ausführen (unter anderem Leistung überwachen sowie Autoscaling und Replikation von Knoten konfigurieren).

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Mit dem Skill-Logo zum Kurs Cloud Spanner-Instanzen erstellen und verwalten für Einsteigerinnen und Einsteiger weisen Sie Kenntnisse in folgenden Bereichen nach: Cloud Spanner-Instanzen und ‑Datenbanken erstellen und sie verwenden; Cloud Spanner-Datenbanken über verschiedene Verfahren laden; Cloud Spanner-Datenbanken sichern, Datenbankschemas definieren und Abfragepläne verstehen sowie eine moderne Web-App bereitstellen, die mit einer Cloud Spanner-Instanz verbunden ist.

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Mit dem Skill-Logo zum Einsteigerkurs Cloud SQL for PostgreSQL-Instanzen erstellen und verwalten weisen Sie Kenntnisse in folgenden Bereichen nach: Migrieren, Konfigurieren und Verwalten von Cloud SQL for PostgreSQL-Instanzen und ‑Datenbanken.

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Dieser Kurs bietet eine Einführung in Vertex AI Studio, ein Tool für die Interaktion mit generativen KI-Modellen sowie das Prototyping von Geschäftsideen und ihre Umsetzung. Anhand eines eindrucksvollen Anwendungsfalls, ansprechender Lektionen und einer praktischen Übung lernen Sie den Lebenszyklus vom Prompt bis zum Produkt kennen und erfahren, wie Sie Vertex AI Studio für multimodale Gemini-Anwendungen, Prompt-Design, Prompt Engineering und Modellabstimmung einsetzen können. Ziel ist es, Ihnen aufzuzeigen, wie Sie das Potenzial von generativer KI in Ihren Projekten mit Vertex AI Studio ausschöpfen.

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In diesem Einführungskurs im Microlearning-Format wird erklärt, was generative KI ist, wie sie genutzt wird und wie sie sich von herkömmlichen Methoden für Machine Learning unterscheidet. Darüber hinaus werden Tools von Google behandelt, mit denen Sie eigene generative KI-Anwendungen entwickeln können.

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This course introduces you to the world of reliable deep learning, a critical discipline focused on developing machine learning models that not only make accurate predictions but also understand and communicate their own uncertainty. You'll learn how to create AI systems that are trustworthy, robust, and adaptable, particularly in high-stakes scenarios where errors can have significant consequences.

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Mit dem Skill-Logo zum Einsteigerkurs Database Migration Service verwenden, um MySQL-Daten nach Cloud SQL zu migrieren weisen Sie Kenntnisse in folgenden Bereichen nach: verschiedene in Database Migration Service verfügbare Jobtypen und Verbindungsoptionen nutzen, um MySQL-Daten nach Cloud SQL zu migrieren, und beim Ausführen von Database Migration Service-Jobs MySQL-Nutzerdaten migrieren.

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This course is intended to give architects, engineers, and developers the skills required to help enterprise customers architect, plan, execute, and test database migration projects. Through a combination of presentations, demos, and hands-on labs participants move databases to Google Cloud while taking advantage of various services. This course covers how to move on-premises, enterprise databases like SQL Server to Google Cloud (Compute Engine and Cloud SQL) and Oracle to Google Cloud bare metal.

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In this course, you learn to analyze and choose the right database for your needs, to effectively develop applications on Google Cloud. You explore relational and NoSQL databases, dive into Cloud SQL, AlloyDB, and Spanner, and learn how to align database strengths with your application requirements, including those of generative AI. Gain hands-on experience configuring Vector Search and migrating applications to the cloud.

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In „Google Cloud-Grundlagen: Kerninfrastruktur“ werden wichtige Konzepte und die Terminologie für die Arbeit mit Google Cloud vorgestellt. In Videos und praxisorientierten Labs werden viele Computing- und Speicherdienste von Google Cloud sowie wichtige Tools für die Ressourcen- und Richtlinienverwaltung präsentiert und miteinander verglichen.

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This course takes a real-world approach to the ML Workflow through a case study. An ML team faces several ML business requirements and use cases. The team must understand the tools required for data management and governance and consider the best approach for data preprocessing. The team is presented with three options to build ML models for two use cases. The course explains why they would use AutoML, BigQuery ML, or custom training to achieve their objectives.

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This course explores what ML is and what problems it can solve. The course also discusses best practices for implementing machine learning. You’re introduced to Vertex AI, a unified platform to quickly build, train, and deploy AutoML machine learning models. The course discusses the five phases of converting a candidate use case to be driven by machine learning, and why it’s important to not skip them. The course ends with recognizing the biases that ML can amplify and how to recognize them.

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Mit dem Skill-Logo zum Kurs Daten für die Vorhersagemodellierung mit BigQuery ML vorbereiten weisen Sie fortgeschrittene Kenntnisse in folgenden Bereichen nach: Erstellen von Pipelines für die Datentransformation nach BigQuery mithilfe von Dataprep von Trifacta; Extrahieren, Transformieren und Laden (ETL) von Workflows mit Cloud Storage, Dataflow und BigQuery; und Erstellen von Machine-Learning-Modellen mithilfe von BigQuery ML.

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Mit dem Skill-Logo zum Kurs Data Warehouse mit BigQuery erstellen weisen Sie fortgeschrittene Kenntnisse in folgenden Bereichen nach: Daten zusammenführen, um neue Tabellen zu erstellen, Probleme mit Joins lösen, Daten mit Unions anhängen, nach Daten partitionierte Tabellen erstellen und JSON, Arrays sowie Strukturen in BigQuery nutzen.

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Mit dem Skill-Logo zum Kurs Daten für ML-APIs in Google Cloud vorbereiten weisen Sie Grundkenntnisse in folgenden Bereichen nach: Bereinigen von Daten mit Dataprep von Trifacta, Ausführen von Datenpipelines in Dataflow, Erstellen von Clustern und Ausführen von Apache Spark-Jobs in Managed Service for Apache Spark sowie Aufrufen von ML-APIs, einschließlich der Cloud Natural Language API, Cloud Speech-to-Text API und Video Intelligence API.

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In the last installment of the Dataflow course series, we will introduce the components of the Dataflow operational model. We will examine tools and techniques for troubleshooting and optimizing pipeline performance. We will then review testing, deployment, and reliability best practices for Dataflow pipelines. We will conclude with a review of Templates, which makes it easy to scale Dataflow pipelines to organizations with hundreds of users. These lessons will help ensure that your data platform is stable and resilient to unanticipated circumstances.

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In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK. We start with a review of Apache Beam concepts. Next, we discuss processing streaming data using windows, watermarks and triggers. We then cover options for sources and sinks in your pipelines, schemas to express your structured data, and how to do stateful transformations using State and Timer APIs. We move onto reviewing best practices that help maximize your pipeline performance. Towards the end of the course, we introduce SQL and Dataframes to represent your business logic in Beam and how to iteratively develop pipelines using Beam notebooks.

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This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow. In this first course, we start with a refresher of what Apache Beam is and its relationship with Dataflow. Next, we talk about the Apache Beam vision and the benefits of the Beam Portability framework. The Beam Portability framework achieves the vision that a developer can use their favorite programming language with their preferred execution backend. We then show you how Dataflow allows you to separate compute and storage while saving money, and how identity, access, and management tools interact with your Dataflow pipelines. Lastly, we look at how to implement the right security model for your use case on Dataflow.

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Incorporating machine learning into data pipelines increases the ability to extract insights from data. This course covers ways machine learning can be included in data pipelines on Google Cloud. For little to no customization, this course covers AutoML. For more tailored machine learning capabilities, this course introduces Notebooks and BigQuery machine learning (BigQuery ML). Also, this course covers how to productionalize machine learning solutions by using Vertex AI.

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In this intermediate course, you will learn to design, build, and optimize robust batch data pipelines on Google Cloud. Moving beyond fundamental data handling, you will explore large-scale data transformations and efficient workflow orchestration, essential for timely business intelligence and critical reporting. Get hands-on practice using Dataflow for Apache Beam and Serverless for Apache Spark (Dataproc Serverless) for implementation, and tackle crucial considerations for data quality, monitoring, and alerting to ensure pipeline reliability and operational excellence. A basic knowledge of data warehousing, ETL/ELT, SQL, Python, and Google Cloud concepts is recommended.

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In this course you will get hands-on in order to work through real-world challenges faced when building streaming data pipelines. The primary focus is on managing continuous, unbounded data with Google Cloud products.

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While the traditional approaches of using data lakes and data warehouses can be effective, they have shortcomings, particularly in large enterprise environments. This course introduces the concept of a data lakehouse and the Google Cloud products used to create one. A lakehouse architecture uses open-standard data sources and combines the best features of data lakes and data warehouses, which addresses many of their shortcomings.

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This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.

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This course helps learners create a study plan for the PDE (Professional Data Engineer) certification exam. Learners explore the breadth and scope of the domains covered in the exam. Learners assess their exam readiness and create their individual study plan.

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