Achieving Advanced Insights with BigQuery (Coursera)

https://www.coursera.org/learn/gcp-advanced-insights-bigquery

The third course in this course series is Achieving Advanced Insights with BigQuery. Here we will build on your growing knowledge of SQL as we dive into advanced functions and how to break apart a complex query into manageable steps. We will cover the internal architecture of BigQuery (column-based sharded storage) and advanced SQL topics like nested and repeated fields through the use of Arrays and Structs. Lastly we will dive into optimizing your queries for performance and how you can secur

Advanced Machine Learning on Google Cloud (CourseraSpecs)

https://www.coursera.org/specializations/advanced-machine-learning-tensorflow-gcp

Offered by Google Cloud. Learn Advanced Machine Learning with Google Cloud. Build production-ready machine learning models with TensorFlow ...

Analyzing and Visualizing Data in Looker (Coursera)

https://www.coursera.org/learn/analyzing-and-visualizing-data-in-looker

In this course, you learn how to do the kind of data exploration and analysis in Looker that would formerly be done primarily by SQL developers or analysts. Upon completion of this course, you will be able to leverage Looker's modern analytics platform to find and explore relevant content in your organization’s Looker instance, ask questions of your data, create new metrics as needed, and build and share visualizations and dashboards to facilitate data-driven decision making.

Analyzing and Visualizing Data the Google Way (Coursera)

https://www.coursera.org/learn/analyzing-visualizing-data-google-way

This learning experience guides you through the process of utilizing various data sources and multiple Google Cloud products (including BigQuery and Google Sheets using Connected Sheets) to analyze, visualize, and interpret data to answer specific questions and share insights with key decision makers.

API Design and Fundamentals of Google Cloud's Apigee API Platform (Coursera)

https://www.coursera.org/learn/api-design-apigee-gcp

In this course, you learn how to design APIs, and how to use OpenAPI specifications to document them. You learn about the API life cycle, and how the Apigee API platform helps you manage all aspects of the life cycle. You learn about how APIs can be designed using API proxies, and how APIs are packaged as API products to be used by app developers. Through a combination of lectures, hands-on labs, and supplemental materials, you will learn how to design, build, secure, deploy, and manage API solu

API Development on Google Cloud's Apigee API Platform (Coursera)

https://www.coursera.org/learn/api-development-apigee-gcp

In this course, you learn how to create APIs that utilize multiple services and how you can use custom code on Apigee. You will also learn about fault handling, and how to share logic between proxies. You learn about traffic management and caching. You also create a developer portal, and publish your API to the portal. You learn about logging and analytics, as well as CI/CD and the different deployment models supported by Apigee. Through a combination of lectures, hands-on labs, and supplemental

API Security on Google Cloud's Apigee API Platform (Coursera)

https://www.coursera.org/learn/api-security-apigee-gcp

In this course, you learn how to secure your APIs. You explore the security concerns you will encounter for your APIs. You learn about OAuth, the primary authorization method for REST APIs. You will learn about JSON Web Tokens (JWTs) and federated security. You also learn about securing against malicious requests, safely sending requests across a public network, and how to secure your data for users of Apigee. Through a combination of lectures, hands-on labs, and supplemental materials, you wil

App Deployment, Debugging, and Performance (Coursera)

https://www.coursera.org/learn/app-deployment-debugging-performance

In this course, application developers learn how to design and develop cloud-native applications that seamlessly integrate components from the Google Cloud ecosystem. Through a combination of presentations, demos, and hands-on labs, participants learn how to create repeatable deployments by treating infrastructure as code, choose the appropriate application execution environment for an application, and monitor application performance. Completing one version of each lab is required. Each lab is

Application Deployment, Debug, Performance 日本語版 (Coursera)

https://www.coursera.org/learn/app-deployment-debugging-performance-jp

このアプリケーション デベロッパー向けのコースでは、Google Cloud のマネージド サービスをシームレスに統合するクラウドネイティブ アプリケーションを設計、開発する方法を学びます。プレゼンテーション、デモ、ハンズオンラボを通して、受講者はアプリケーション開発のベスト プラクティスを適用する方法と、オブジェクト ストレージ、リレーショナル データ、キャッシュ、分析向けに、適切な Google Cloud ストレージ サービスを使用する方法を学習します。受講者は、Node.js、Java、Python のいずれか好きな言語を選択してラボを完了できます。

Application Development with Cloud Run (Coursera)

https://www.coursera.org/learn/application-development-with-cloud-run

This course introduces you to fundamentals, practices, capabilities and tools applicable to modern cloud-native application development using Google Cloud Run. Through a combination of lectures, hands-on labs, and supplemental materials, you will learn how to on Google Cloud using Cloud Run.design, implement, deploy, secure, manage, and scale applications

Applying Machine Learning to your Data with Google Cloud (Coursera)

https://www.coursera.org/learn/data-insights-gcp-apply-ml

In this course, we define what machine learning is and how it can benefit your business. You'll see a few demos of ML in action and learn key ML terms like instances, features, and labels. In the interactive labs, you will practice invoking the pretrained ML APIs available as well as build your own Machine Learning models using just SQL with BigQuery ML.

Architecting and Installing the Apigee Hybrid API Platform (Coursera)

https://www.coursera.org/learn/fundamentals-installation-of-apigee-hybrid-api-platform

This course introduces you to the fundamentals and practices used to install and manage Google Cloud's Apigee API Platform for hybrid cloud. Through a combination of lectures, a hands-on lab, and supplemental materials, you will learn how to install and operate the Apigee API Platform.

Architecting Hybrid Cloud Infrastructure w/Anthos Français (CourseraSpecs)

https://www.coursera.org/specializations/architecting-hybrid-cloud-infrastructure-anthos-fr

Offered by Google Cloud.

Architecting Hybrid Cloud Infrastructure with Anthos (CourseraSpecs)

https://www.coursera.org/specializations/architecting-hybrid-cloud-infrastructure-anthos

Offered by Google Cloud.

Architecting with Google Compute Engine (CourseraSpecs)

https://www.coursera.org/specializations/gcp-architecture

Offered by Google Cloud. Launch your career in Cloud Architecture. Design, develop, and manage cloud solutions to drive business objectives.

Architecting with Google Compute Engine bahasa Indonesia (CourseraSpecs)

https://www.coursera.org/specializations/gcp-architecture-bhid

Offered by Google Cloud. Luncurkan karier Anda di Arsitektur Cloud. Desain, kembangkan, dan kelola solusi cloud untuk mendorong tujuan bisnis

Architecting with Google Compute Engine em Português (CourseraSpecs)

https://www.coursera.org/specializations/gcp-architecture-br

Offered by Google Cloud. Inicie sua carreira em arquitetura de nuvem. Projete, desenvolva e gerencie soluções em nuvem para impulsionar os ...

Architecting with Google Compute Engine en Español (CourseraSpecs)

https://www.coursera.org/specializations/gcp-architecture-es

Offered by Google Cloud. Desarrollo profesional en arquitectura de nube. Diseñe, desarrolle y administre soluciones en la nube para lograr ...

Architecting with Google Compute Engine en Français (CourseraSpecs)

https://www.coursera.org/specializations/gcp-architecture-fr

Offered by Google Cloud. Boostez votre carrière avec l'Architecture Cloud. Concevez, développez et gérez des solutions cloud pour contribuer ...

Architecting with Google Compute Engine in italiano (CourseraSpecs)

https://www.coursera.org/specializations/gcp-architecture-it

Offered by Google Cloud. Inizia la tua carriera nell'architettura cloud. Progetta, sviluppa e gestisci soluzioni cloud per guidare gli ...

Architecting with Google Compute Engine 日本語版 (CourseraSpecs)

https://www.coursera.org/specializations/gcp-architecture-jp

Offered by Google Cloud. クラウド アーキテクチャのキャリアをスタートしましょう。. ビジネス目標達成に貢献できるソリューションを設計、開発、管理。

Architecting with Google Compute Engine 한국어 (CourseraSpecs)

https://www.coursera.org/specializations/gcp-architecture-ko

Offered by Google Cloud. 클라우드 아키텍처에서 경력 시작. 비즈니스 목표를 달성하기 위해 클라우드 솔루션을 설계, 개발 및 관리합니다.

Architecting with Google Kubernetes 한국어 (CourseraSpecs)

https://www.coursera.org/specializations/architecting-google-kubernetes-engine-ko

Offered by Google Cloud.

Architecting with Google Kubernetes Engine (CourseraSpecs)

https://www.coursera.org/specializations/architecting-google-kubernetes-engine

Offered by Google Cloud.

Architecting with Google Kubernetes Engine en Español (CourseraSpecs)

https://www.coursera.org/specializations/architecting-google-kubernetes-engine-es

Offered by Google Cloud.

Architecting with Google Kubernetes Engine en Français (CourseraSpecs)

https://www.coursera.org/specializations/architecting-google-kubernetes-engine-fr

Offered by Google Cloud.

Architecting with Google Kubernetes Engine en Portuguese (CourseraSpecs)

https://www.coursera.org/specializations/architecting-google-kubernetes-engine-br

Offered by Google Cloud.

Architecting with Google Kubernetes Engine 日本語版 (CourseraSpecs)

https://www.coursera.org/specializations/architecting-google-kubernetes-engine-jp

Offered by Google Cloud.

Architecting with Google Kubernetes Engine: Foundations en Español (Coursera)

https://www.coursera.org/learn/foundations-google-kubernetes-engine-gke-es

En este curso, “Architecting with Google Kubernetes Engine: Foundations”, obtendrá información sobre el diseño y los principios de Google Cloud, además de una introducción a la creación y administración de contenedores de software y a la arquitectura de Kubernetes. Este es el primer curso de la serie Architecting with Google Kubernetes Engine. Después de completarlo, inscríbase en el curso Architecting with Google Kubernetes Engine: Workloads.

Architecting with Google Kubernetes Engine: Foundations 日本語版 (Coursera)

https://www.coursera.org/learn/foundations-google-kubernetes-engine-gke-jp

"このコース「Architecting with Google Kubernetes Engine: Foundations」では、Google Cloud の全体像と基本的な考え方を確認した後、ソフトウェア コンテナを作成して管理する方法と Kubernetes のアーキテクチャについて説明します。 これは「Architecting with Google Kubernetes Engine」シリーズの最初のコースです。このコースを修了したら、「Architecting with Google Kubernetes Engine: Workloads」コースに登録してください。"

Architecting with Google Kubernetes Engine: Production en Español (Coursera)

https://www.coursera.org/learn/deploying-secure-kubernetes-containers-in-production-es

En este curso, “Architecting with Google Kubernetes Engine: Production”, obtendrá información sobre la seguridad en Kubernetes y Google Kubernetes Engine (GKE); el registro y la supervisión, y el uso de servicios de bases de datos y de almacenamiento administrados de GCP desde GKE. Este curso forma parte de una especialización enfocada en la compilación de infraestructuras de procesamiento eficientes mediante Kubernetes y GKE. En esta especialización, los participantes aprenderán a implementa

Architecting with Google Kubernetes Engine: Workloads en Español (Coursera)

https://www.coursera.org/learn/deploying-workloads-google-kubernetes-engine-gke-es

En este curso, “Architecting with Google Kubernetes Engine: Workloads”, aprenderá a realizar operaciones de Kubernetes, a crear y administrar implementaciones, a usar las herramientas de redes de GKE y a proporcionar almacenamiento persistente a sus cargas de trabajo de Kubernetes. Este curso forma parte de una especialización enfocada en la compilación de infraestructuras de procesamiento eficientes mediante Kubernetes y GKE. En esta especialización, los participantes aprenderán a implementa

Art and Science of Machine Learning em Português Brasileiro (Coursera)

https://www.coursera.org/learn/art-science-ml-br

Este é o curso Art and Science of Machine Learning. O curso tem seis módulos. Falaremos sobre as habilidades essenciais de intuição, bom senso e experimentação em ML para ajustar e otimizar modelos e ter melhor desempenho. Você aprenderá a generalizar os modelos usando técnicas de regularização e conhecerá os efeitos dos hiperparâmetros, como tamanho de lote e taxa de aprendizado, sobre o desempenho do modelo. Também abordaremos alguns algoritmos mais comuns de otimização de modelo e mostraremos

Art and Science of Machine Learning en Español (Coursera)

https://www.coursera.org/learn/art-science-ml-es

Le damos la bienvenida a The Art and Science of Machine Learning. El curso consta de 6 módulos. En este curso, se abordan las habilidades básicas de intuición, buen criterio y experimentación del AA necesarias para ajustar mejor y optimizar modelos de AA a fin de lograr el mejor rendimiento. Aprenderá a generalizar su modelo usando técnicas de regularización y descubrirá los efectos de los hiperparámetros, como el tamaño del lote y la tasa de aprendizaje, en el rendimiento del modelo. Analiza

Art and Science of Machine Learning 日本語版 (Coursera)

https://www.coursera.org/learn/art-science-ml-jp

「Art and Science of machine learning」へようこそ。このコースは 6 つのモジュールで構成されています。このコースでは、機械学習モデルの詳細な調整や最適化によって最高のパフォーマンスを実現するために必要な、機械学習の知識、適切な判断、テストの基本的なスキルについて説明します。正則化の手法を使用してモデルを一般化する方法と、ハイパーパラメータの影響について学習します（モデルのパフォーマンスに対するバッチサイズや学習率の影響など）。一般的なモデル最適化アルゴリズムをいくつか説明し、TensorFlow コードで最適化メソッドを指定する方法を示します。

Attention Mechanism (Coursera)

https://www.coursera.org/learn/attention-mechanism

This course will introduce you to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts of an input sequence. You will learn how attention works, and how it can be used to improve the performance of a variety of machine learning tasks, including machine translation, text summarization, and question answering.

Building Batch Data Pipelines on GCP em Português Brasileiro (Coursera)

https://www.coursera.org/learn/batch-data-pipelines-gcp-br

Os pipelines de dados geralmente se encaixam em um dos três paradigmas: extração-carregamento, extração-carregamento-transformação ou extração-transformação-carregamento. Este curso descreve qual paradigma deve ser usado em determinadas situações e quando isso ocorre com dados em lote. Além disso, vamos falar sobre várias tecnologias no Google Cloud para transformação de dados, incluindo o BigQuery, a execução do Spark no Dataproc, gráficos de pipeline no Cloud Data Fusion e processamento de dad

Building Batch Data Pipelines on GCP en Español (Coursera)

https://www.coursera.org/learn/batch-data-pipelines-gcp-es

Las canalizaciones de datos suelen realizarse según uno de los siguientes paradigmas: extracción y carga (EL); extracción, carga y transformación (ELT), o extracción, transformación y carga (ETL). En este curso, abordaremos qué paradigma se debe utilizar para los datos por lotes y cuándo corresponde usarlo. Además, veremos varias tecnologías de Google Cloud para la transformación de datos, incluidos BigQuery, la ejecución de Spark en Dataproc, gráficos de canalización en Cloud Data Fusion y proc

Building Batch Data Pipelines on GCP 日本語版 (Coursera)

https://www.coursera.org/learn/batch-data-pipelines-gcp-jp

通常、データ パイプラインは、「抽出、読み込み」、「抽出、読み込み、変換」、「抽出、変換、読み込み」のいずれかの枠組みに分類できます。このコースでは、バッチデータではどの枠組みを、どのような場合に使用するのかについて説明します。本コースではさらに、BigQuery、Dataproc 上での Spark の実行、Cloud Data Fusion のパイプラインのグラフ、Dataflow でのサーバーレスのデータ処理など、データ変換用の複数の Google Cloud テクノロジーについて説明します。受講者には、Qwiklabs を使用して Google Cloud でデータ パイプラインのコンポーネントを構築する実践演習を行っていただきます。

Building Batch Data Pipelines on Google Cloud (Coursera)

https://www.coursera.org/learn/batch-data-pipelines-gcp

Data pipelines typically fall under one of the Extract and Load (EL), Extract, Load and Transform (ELT) or Extract, Transform and Load (ETL) paradigms. This course describes which paradigm should be used and when for batch data. Furthermore, this course covers several technologies on Google Cloud for data transformation including BigQuery, executing Spark on Dataproc, pipeline graphs in Cloud Data Fusion and serverless data processing with Dataflow. Learners get hands-on experience building data

Building No-Code Apps with AppSheet (CourseraSpecs)

https://www.coursera.org/specializations/building-no-code-apps-with-appsheet

Offered by Google Cloud. Build apps and solve business problems with AppSheet. Enable citizen developers to recognize the use cases for ...

Building No-Code Apps with AppSheet: Foundations (Coursera)

https://www.coursera.org/learn/building-no-code-apps-with-appsheet-foundations

In this course you will learn the fundamentals of no-code app development and recognize use cases for no-code apps. The course provides an overview of the AppSheet no-code app development platform and its capabilities. You learn how to create an app with data from spreadsheets, create the app’s user experience using AppSheet views and publish the app to end users.

Building Resilient Streaming Analytics Systems on GCP en Español (Coursera)

https://www.coursera.org/learn/streaming-analytics-systems-gcp-es

El procesamiento de datos de transmisión es cada vez más popular, puesto que permite a las empresas obtener métricas en tiempo real sobre las operaciones comerciales. Este curso aborda cómo crear canalizaciones de datos de transmisión en Google Cloud. Pub/Sub se describe para manejar los datos de transmisión entrantes. El curso también aborda cómo aplicar agregaciones y transformaciones a los datos de transmisión con Dataflow y cómo almacenar los registros procesados en BigQuery o Cloud Bigtable

Building Resilient Streaming Analytics Systems on GCP 日本語版 (Coursera)

https://www.coursera.org/learn/streaming-analytics-systems-gcp-jp

ストリーミングによって企業が事業運営に関するリアルタイムの指標を取得できるようになり、ストリーミング データの処理を行う機会が増えてきました。このコースでは、Google Cloud でストリーミング データ パイプラインを構築する方法について学習します。受信ストリーミング データの処理のための Pub/Sub について説明します。また、このコースでは、Dataflow を使用してストリーミング データを集計または変換する方法、処理済みのレコードを分析用に BigQuery や Cloud Bigtable に保存する方法についても説明します。そして、Qwiklabs を使用して Google Cloud でストリーミング データ パイプラインのコンポーネントを構築する実践演習を行います。

Building Resilient Streaming Analytics Systems on Google Cloud (Coursera)

https://www.coursera.org/learn/streaming-analytics-systems-gcp

Processing streaming data is becoming increasingly popular as streaming enables businesses to get real-time metrics on business operations. This course covers how to build streaming data pipelines on Google Cloud. Pub/Sub is described for handling incoming streaming data. The course also covers how to apply aggregations and transformations to streaming data using Dataflow, and how to store processed records to BigQuery or Cloud Bigtable for analysis. Learners get hands-on experience building str

Building Resilient Streaming Systems on GCP em Português Brasileiro (Coursera)

https://www.coursera.org/learn/building-resilient-streaming-systems-gcp-br

Este curso rápido sob demanda tem uma semana de duração e é baseado no Google Cloud Platform Big Data and Machine Learning Fundamentals. Por meio de videoaulas, demonstrações e laboratórios práticos, os participantes aprenderão a criar pipelines de dados de streaming usando o Google Cloud Pub/Sub e o Dataflow para a tomada de decisões em tempo real. Você também aprenderá a criar painéis para renderizar respostas personalizadas para vários tipos de público das partes interessadas. Pré-requisit

Building Scalable Java Microservices with Spring Boot and Spring Cloud (Coursera)

https://www.coursera.org/learn/google-cloud-java-spring

"¨Microservices"" describes a software design pattern in which an application is a collection of loosely coupled services. These services are fine-grained, and can be individually maintained and scaled. The microservices architecture is ideal for the public cloud, with its focus on elastic scaling with on-demand resources. In this course, you will learn how to build Java applications using Spring Boot and Spring Cloud on Google Cloud. You'll use Spring Cloud Config to manage your application's

Business Transformation with Google Cloud em Português (Coursera)

https://www.coursera.org/learn/business-transformation-google-cloud-br

O que é tecnologia de nuvem ou ciência de dados e por que esse assunto está em alta? Mais importante ainda, o que ela pode fazer por você, por sua equipe e pela empresa? Se quiser saber mais sobre a tecnologia de nuvem para se destacar no trabalho, preparar sua empresa para o futuro e prosperar na era da nuvem, o curso Business Transformation with Google Cloud é para você. Com esse treinamento interativo, você aprenderá sobre os principais fatores de negócios na nuvem (especificamente a nuvem

Business Transformation with Google Cloud en Español (Coursera)

https://www.coursera.org/learn/business-transformation-google-cloud-es

¿Qué es la tecnología de nube o ciencia de datos y a qué se debe este revuelo? Pero, por sobre todo, ¿qué puede hacer por usted, su equipo y su empresa? Si quiere aprender sobre la tecnología de nube para sobresalir en su función, ayudar a construir el futuro de su negocio y prosperar en la era de la nube, el curso Business Transformation with Google Cloud es ideal para usted. En esta capacitación interactiva, aprenderá sobre los principales impulsores empresariales de la nube (en concreto, Go

Computer Vision Fundamentals with Google Cloud (Coursera)

https://www.coursera.org/learn/image-understanding-tensorflow-gcp

This course describes different types of computer vision use cases and then highlights different machine learning strategies for solving these use cases. The strategies vary from experimenting with pre-built ML models through pre-built ML APIs and AutoML Vision to building custom image classifiers using linear models, deep neural network (DNN) models or convolutional neural network (CNN) models. The course shows how to improve a model's accuracy with augmentation, feature extraction, and fine-