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DENIS KENLLY ALVA SOTO

Menjadi anggota sejak 2023

Gold League

57924 poin
Mengoptimalkan Biaya untuk Google Kubernetes Engine Earned Nov 23, 2025 EST
Bangun Aplikasi Serverless dengan Cloud Run Functions Earned Des 25, 2024 EST
Menerapkan Solusi Ucapan dan Bahasa dengan API Terlatih Earned Des 25, 2024 EST
Menggunakan Google Cloud Speech API Earned Des 25, 2024 EST
Menggunakan API untuk Mengelola Cloud Storage Earned Des 25, 2024 EST
Panduan Awal Menggunakan Gateway API Earned Des 25, 2024 EST
Menyimpan, Memproses, dan Mengelola Data di Google Cloud - Console Earned Des 25, 2024 EST
Memantau dan Mengelola Resource Google Cloud Earned Des 25, 2024 EST
Arcade Snowdown Earned Des 24, 2024 EST
Level 3: BigQuery and Firebase Earned Des 19, 2024 EST
The Arcade Trivia December 2024 Week 4 Earned Des 18, 2024 EST
The Arcade Trivia December 2024 Week 3 Earned Des 18, 2024 EST
The Arcade Trivia December 2024 Week 2 Earned Des 18, 2024 EST
The Arcade Trivia December 2024 Week 1 Earned Des 18, 2024 EST
The Arcade Certification Zone December 2024 Earned Des 18, 2024 EST
The Arcade Trivia September 2024 Week 4 Earned Sep 30, 2024 EDT
The Arcade Base Camp September 2024 Earned Sep 26, 2024 EDT
Level 3: GenAIus Chats Earned Sep 26, 2024 EDT
The Arcade Certification Zone September 2024 Earned Sep 15, 2024 EDT
Logging and Monitoring in Google Cloud Earned Agu 30, 2024 EDT
Observability in Google Cloud Earned Agu 30, 2024 EDT
Getting Started with Terraform for Google Cloud Earned Agu 30, 2024 EDT
The Arcade Base Camp August 2024 Earned Agu 30, 2024 EDT
Level 3: Google Cloud Functions Earned Agu 30, 2024 EDT
The Arcade Trivia August 2024 Week 4 Earned Agu 27, 2024 EDT
Infrastruktur Google Cloud Elastis: Penskalaan dan Otomatisasi Earned Agu 27, 2024 EDT
The Arcade-athon Earned Agu 26, 2024 EDT
The Arcade Trivia August 2024 Week 3 Earned Agu 24, 2024 EDT
The Arcade Trivia August 2024 Week 2 Earned Agu 21, 2024 EDT
Level 2: Machine Learning and AI Skills Earned Agu 21, 2024 EDT
Level 1: Application Development and Deployment Earned Agu 15, 2024 EDT
The Arcade Trivia August 2024 Week 1 Earned Agu 15, 2024 EDT
Infrastruktur Google Cloud yang Penting: Layanan Inti Earned Agu 8, 2024 EDT
Mulai Menggunakan Google Kubernetes Engine Earned Agu 8, 2024 EDT
Scaling with Google Cloud Operations Earned Agu 4, 2024 EDT
Trust and Security with Google Cloud Earned Agu 4, 2024 EDT
Modernize Infrastructure and Applications with Google Cloud Earned Agu 4, 2024 EDT
Innovating with Google Cloud Artificial Intelligence Earned Agu 4, 2024 EDT
Exploring Data Transformation with Google Cloud Earned Agu 3, 2024 EDT
Digital Transformation with Google Cloud Earned Agu 3, 2024 EDT
Infrastruktur Google Cloud yang Penting: Fondasi Earned Jul 20, 2024 EDT
Dasar-Dasar Google Cloud: Infrastruktur Inti Earned Jul 18, 2024 EDT
Bersiap untuk Perjalanan Associate Cloud Engineer Anda Earned Jul 14, 2024 EDT
Menerapkan Dasar-Dasar Keamanan Cloud di Google Cloud Earned Jul 7, 2024 EDT
Mengembangkan Jaringan Google Cloud Anda Earned Jul 7, 2024 EDT
Membangun Infrastruktur dengan Terraform di Google Cloud Earned Jul 7, 2024 EDT
Membangun Jaringan Google Cloud yang Aman Earned Jul 7, 2024 EDT
Menyiapkan Lingkungan Pengembangan Aplikasi di Google Cloud Earned Jul 7, 2024 EDT
Mengimplementasikan Cloud Load Balancing untuk Compute Engine Earned Jul 7, 2024 EDT
Cloud SQL Earned Agu 23, 2023 EDT
Serverless Data Processing with Dataflow: Foundations Earned Agu 21, 2023 EDT
Smart Analytics, Machine Learning, and AI on Google Cloud Earned Agu 21, 2023 EDT
Preparing for your Professional Data Engineer Journey Earned Agu 20, 2023 EDT
Build Batch Data Pipelines on Google Cloud Earned Agu 19, 2023 EDT
Google Cloud Big Data and Machine Learning Fundamentals Earned Agu 17, 2023 EDT
Kubernetes di Google Cloud Earned Agu 17, 2023 EDT
Build Data Lakes and Data Warehouses on Google Cloud Earned Agu 16, 2023 EDT
Menyiapkan Data untuk ML API di Google Cloud Earned Agu 3, 2023 EDT
Rekayasa Data untuk Pembuatan Model Prediktif dengan BigQuery ML Earned Jun 16, 2023 EDT
Membangun Data Warehouse dengan BigQuery Earned Jun 15, 2023 EDT

Selesaikan badge keahlian tingkat menengah Mengoptimalkan Biaya untuk Google Kubernetes Engine untuk menunjukkan keterampilan dalam hal berikut: membuat dan mengelola cluster multi-tenant, memantau penggunaan resource berdasarkan namespace, mengonfigurasi penskalaan otomatis pada cluster dan pod untuk tujuan efisiensi, menyiapkan load balancing untuk mengoptimalkan distribusi resource, dan menerapkan pemeriksaan keaktifan serta kesiapan untuk memastikan kondisi aplikasi dan efektivitas biaya.

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Dapatkan badge keahlian Pengantar dengan menyelesaikan kursus Bangun Aplikasi Serverless dengan Cloud Run Functions, tempat Anda mempelajari cara menggunakan Cloud Run Functions melalui Konsol Google Cloud dan di command line.

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Dapatkan Lencana Keahlian dengan menyelesaikan kursus Menerapkan Solusi Ucapan dan Bahasa dengan API Terlatih, di mana Anda belajar cara menggunakan alat API terkait ucapan untuk mensintesis dan mentranskripsi ucapan.

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Dapatkan badge keahlian dengan menyelesaikan kursus badge keahlian Menggunakan Google Cloud Speech API, yang membahas cara membuat permintaan Speech-to-Text API, mentranskripsikan ucapan audio menjadi teks, dan mentranskripsikan ucapan.

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Selesaikan badge keahlian pengantar Menggunakan API untuk Mengelola Cloud Storage untuk menunjukkan keterampilan dalam hal berikut: menggunakan API, termasuk Cloud Storage API, untuk mengelola resource Cloud Storage.

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Dapatkan badge keahlian dengan menyelesaikan kursus badge keahlian Panduan Awal Menggunakan Gateway API, dan pelajari cara menggunakan Gateway API untuk men-deploy, mengamankan, dan mengelola API dengan gateway yang terkelola sepenuhnya.

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Cloud Storage, Cloud Functions, dan Cloud Pub/Sub adalah layanan Google Cloud Platform yang dapat digunakan untuk menyimpan, memproses, dan mengelola data. Ketiga layanan dapat digunakan bersama untuk membuat berbagai aplikasi berbasis data. Dalam badge keahlian ini, Anda akan menggunakan Cloud Storage untuk menyimpan gambar, Cloud Functions untuk memproses gambar, dan Cloud Pub/Sub untuk mengirim gambar ke aplikasi lain.

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Selesaikan badge keahlian pengantar Memantau dan Mengelola Resource Google Cloud untuk menunjukkan keterampilan dalam hal berikut: memberikan dan mencabut izin IAM; menginstal agen logging serta pemantauan; membuat, men-deploy, dan menguji fungsi Cloud Run berbasis peristiwa.

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Tis snowing challenges heavily in the Arcade! Join the Arcade Snowdown Challenge and earn your latest Google Cloud credential! Take on hands-on labs like Traffic Blocklisting, Redacting Sensitive Data, and Cloud Logging & Monitoring. Secure your cloud with Audit Logs, Alerts, and Service Monitoring. Don’t let the snow slow you down—protect your cloud and boost your skills today!

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Start your next Arcade Adventure that will set you on the path to becoming a Professional Cloud Database Engineer. Pick up essential BigQuery and Firebase skills, and earn an exclusive Google Cloud credential along the way!

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Hey there! You're invited to game on with the Arcade Trivia for December Week 4! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December Trivia Week 4 badge!

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Hey there! You're invited to game on with the Arcade Trivia for December Week 3! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December Trivia Week 3 badge!

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Hey there! You're invited to game on with the Arcade Trivia for December Week 2! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December Trivia Week 2 badge!

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Hey there! You're invited to game on with the Arcade Trivia for December Week 1! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December Trivia Week 1 badge!

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Google Cloud Certifications provide a tangible way for you to demonstrate your skills to potential or current employers. These certifications incorporate performance-based questions, testing your hands-on expertise through practical tasks. Begin your journey towards becoming a Google Certified Professional with the help of the Arcade Cert Zone. Be one of the first 20 people to complete the challenge and earn a 100% discount voucher for your next Google Cloud Digital Leader Examination. Welcome!

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Hey there! You're invited to game on with the Arcade Trivia for September Week 4! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the September Trivia Week 4 badge!

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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!

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Discover Generative AI and Language Learning through hands-on labs that push your Google Cloud skills further and earn an exclusive Google Cloud Credential that recognizes your ability to tackle real-world challenges.

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Google Cloud Certifications provide a tangible way for you to demonstrate your skills to potential or current employers. These certifications incorporate performance-based questions, testing your hands-on expertise through practical tasks. Begin your journey towards becoming a Google Certified Professional with the help of the Arcade Cert Zone. Be one of the first 20 people to complete the challenge and earn a 100% discount voucher for your next Google Cloud Digital Leader Examination. Welcome!

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Welcome to the two-part course on Logging, Monitoring, and Observability in Google Cloud. The core operations tools in Google Cloud break down into two major categories. The operations-focused components and the application performance management tools. This course, Logging and Monitoring in Google Cloud, covers the operations-focused components including Logging, Monitoring, and Service Monitoring. After taking this course, it is suggested that you complete part 2, Observability in Google Cloud, to learn about the available application performance management tools.

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Welcome to Observability in Google Cloud, the second part of a two-part course series. It is suggested that you complete part 1, Logging and Monitoring in Google Cloud, prior to taking this course. This course is all about application performance management tools, including Error Reporting, Cloud Trace, and Cloud Profiler.

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This course provides an introduction to using Terraform for Google Cloud. It enables learners to describe how Terraform can be used to implement infrastructure as code and to apply some of its key features and functionalities to create and manage Google Cloud infrastructure. Learners will get hands-on practice building and managing Google Cloud resources using Terraform.

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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!

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Earn an exclusive Google Cloud Credential by gaining hands-on experience with Google Cloud Functions. Learn to create and deploy serverless functions across various programming languages, including Node.js, .NET, PHP, Ruby, and Python. Ideal for everyone, even if you are new to the cloud!

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Hey there! You're invited to game on with the Arcade Trivia for August Week 4! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the August Trivia Week 4 badge!

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Kursus akselerasi sesuai permintaan ini memperkenalkan peserta pada infrastruktur dan layanan platform yang komprehensif dan fleksibel yang disediakan oleh Google Cloud. Melalui kombinasi video materi edukasi, demo, dan lab interaktif, peserta akan mengeksplorasi dan men-deploy berbagai elemen solusi, termasuk membuat interkoneksi jaringan yang aman, load balancing, penskalaan otomatis, otomatisasi infrastruktur, serta layanan terkelola.

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Sports are captivating, intense, and fast-paced—and with the latest technology, they’re better than ever. Start your run in the Arcade-athon and earn an exclusive Google Cloud Credential by gaining hands-on experience with Google Cloud's powerful tools and techniques that are transforming your favorite sports!

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Hey there! You're invited to game on with the Arcade Trivia for August Week 3! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the August Trivia Week 3 badge!

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Hey there! You're invited to game on with the Arcade Trivia for August Week 2! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the August Trivia Week 2 badge!

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From creating and optimizing ML models using BigQuery ML, deploying advanced chatbots with Dialogflow CX, to developing no-code chat apps using AppSheet, explore a series of challenges designed to enhance your Google Cloud skills and earn an exclusive Google Cloud Credential!

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Earn an exclusive Google Cloud Credential by gaining practical experience in app development and deployment on the Google Cloud Platform. Learn to build, manage, and scale applications while setting up development environments, storing data, and deploying apps. Perfect for you, even if you are new to the cloud!

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Hey there! You're invited to game on with the Arcade Trivia for August Week 1! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the August Trivia Week 1 badge!

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Kursus akselerasi sesuai permintaan ini memperkenalkan peserta pada infrastruktur dan layanan platform yang komprehensif dan fleksibel yang disediakan oleh Google Cloud, dengan fokus pada Compute Engine. Melalui kombinasi video materi edukasi, demo, dan lab praktis, peserta akan mengeksplorasi dan men-deploy berbagai elemen solusi, termasuk komponen infrastruktur seperti jaringan, sistem, dan layanan aplikasi. Kursus ini juga membahas cara men-deploy solusi praktis termasuk kunci enkripsi yang disediakan pelanggan, pengelolaan keamanan dan akses, kuota dan penagihan, serta pemantauan resource.

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Selamat datang di kursus Mulai Menggunakan Google Kubernetes Engine. Jika Anda tertarik dengan Kubernetes, lapisan software yang berada di antara aplikasi Anda dan infrastruktur hardware Anda, maka Anda berada di tempat yang tepat! Google Kubernetes Engine menghadirkan Kubernetes sebagai layanan terkelola di Google Cloud. Tujuan kursus ini adalah untuk memperkenalkan dasar-dasar Google Kubernetes Engine, atau GKE, sebagaimana umumnya disebut, dan cara membuat aplikasi dalam container dan menjalankannya di Google Cloud. Kursus ini dimulai dengan pengantar dasar tentang Google Cloud, lalu dilanjutkan dengan ringkasan container dan Kubernetes, arsitektur Kubernetes, dan operasi Kubernetes.

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Organizations of all sizes are embracing the power and flexibility of the cloud to transform how they operate. However, managing and scaling cloud resources effectively can be a complex task. Scaling with Google Cloud Operations explores the fundamental concepts of modern operations, reliability, and resilience in the cloud, and how Google Cloud can help support these efforts. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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As organizations move their data and applications to the cloud, they must address new security challenges. The Trust and Security with Google Cloud course explores the basics of cloud security, the value of Google Cloud's multilayered approach to infrastructure security, and how Google earns and maintains customer trust in the cloud. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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Many traditional enterprises use legacy systems and applications that can't stay up-to-date with modern customer expectations. Business leaders often have to choose between maintaining their aging IT systems or investing in new products and services. "Modernize Infrastructure and Applications with Google Cloud" explores these challenges and offers solutions to overcome them by using cloud technology. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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Artificial intelligence (AI) and machine learning (ML) represent an important evolution in information technologies that are quickly transforming a wide range of industries. “Innovating with Google Cloud Artificial Intelligence” explores how organizations can use AI and ML to transform their business processes. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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Cloud technology can bring great value to an organization, and combining the power of cloud technology with data has the potential to unlock even more value and create new customer experiences. “Exploring Data Transformation with Google Cloud” explores the value data can bring to an organization and ways Google Cloud can make data useful and accessible. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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There's much excitement about cloud technology and digital transformation, but often many unanswered questions. For example: What is cloud technology? What does digital transformation mean? How can cloud technology help your organization? Where do you even begin? If you've asked yourself any of these questions, you're in the right place. This course provides an overview of the types of opportunities and challenges that companies often encounter in their digital transformation journey. If you want to learn about cloud technology so you can excel in your role and help build the future of your business, then this introductory course on digital transformation is for you. This course is part of the Cloud Digital Leader learning path.

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Kursus akselerasi sesuai permintaan ini memperkenalkan peserta pada infrastruktur dan layanan platform yang komprehensif dan fleksibel yang disediakan oleh Google Cloud, dengan fokus pada Compute Engine. Melalui kombinasi video materi edukasi, demo, dan lab interaktif, peserta akan mengeksplorasi dan men-deploy berbagai elemen solusi, termasuk komponen infrastruktur seperti jaringan, virtual machine, dan layanan aplikasi. Anda akan mempelajari cara menggunakan Google Cloud melalui konsol dan Cloud Shell. Anda juga akan mempelajari peran arsitek cloud, pendekatan desain infrastruktur, dan konfigurasi networking virtual dengan Virtual Private Cloud (VPC), Project, Jaringan, Subnetwork, alamat IP, Rute, dan Aturan firewall.

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Dasar-Dasar Google Cloud: Infrastruktur Inti memperkenalkan konsep dan terminologi penting untuk bekerja dengan Google Cloud. Melalui video dan lab interaktif, kursus ini menyajikan dan membandingkan banyak layanan komputasi dan penyimpanan Google Cloud, bersama dengan resource penting dan alat pengelolaan kebijakan.

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Kursus ini membantu Anda menyusun persiapan untuk ujian Associate Cloud Engineer. Anda akan mempelajari domain Google Cloud yang tercakup dalam ujian dan cara membuat rencana belajar untuk meningkatkan pengetahuan domain Anda.

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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.

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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.

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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.

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Dapatkan badge keahlian dengan menyelesaikan kursus Membangun Jaringan Google Cloud yang Aman yang membahas resource yang terkait dengan beberapa jaringan untuk membangun, menskalakan, dan mengamankan aplikasi Anda di Google Cloud.

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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.

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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.

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Cloud SQL is a fully managed database service that stands out from its peers due to high performance, seamless integration, and impressive scalability. In this quest you will receive hands-on practice with the basics of Cloud SQL and quickly progress to advanced features, which you will apply to production frameworks and application environments. From creating instances and querying data with SQL, to building Deployment Manager scripts and connecting Cloud SQL instances with applications run on GKE containers, this quest will give you the knowledge and experience needed so you can start integrating this service right away.

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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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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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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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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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Kubernetes adalah sistem orkestrasi container paling populer, dan Google Kubernetes Engine dirancang secara khusus untuk mendukung deployment Kubernetes terkelola di Google Cloud. Dalam kursus tingkat lanjut ini, Anda akan mendapatkan praktik langsung dalam mengonfigurasi Image Docker, container, serta men-deploy aplikasi Kubernetes Engine yang sepenuhnya lengkap dan siap produksi. Kursus ini akan mengajari Anda keterampilan praktis yang diperlukan untuk mengintegrasikan orkestrasi container ke dalam alur kerja Anda sendiri. Apakah Anda sedang mencari challenge lab interaktif untuk menunjukkan keterampilan Anda dan menguji pengetahuan yang dimiliki? Setelah menyelesaikan kursus ini, selesaikan Challenge Lab tambahan di akhir kursus Men-deploy Aplikasi Kubernetes di Google Cloud untuk menerima badge digital eksklusif Google Cloud.

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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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Selesaikan badge keahlian pengantar Menyiapkan Data untuk ML API di Google Cloud untuk menunjukkan keterampilan Anda dalam hal berikut: menghapus data dengan Dataprep by Trifacta, menjalankan pipeline data di Dataflow, membuat cluster dan menjalankan tugas Apache Spark di Dataproc, dan memanggil beberapa ML API, termasuk Cloud Natural Language API, Google Cloud Speech-to-Text API, dan Video Intelligence API.

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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.

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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.

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