Teilnehmen Anmelden

Ihre Kompetenzen in der Google Cloud Console anwenden

Nicholas Ooi

Mitglied seit 2021

Silver League

6200 Punkte
BigQuery für Machine Learning Earned Nov 8, 2021 EST
Database Migration Service verwenden, um MySQL-Daten nach Cloud SQL zu migrieren Earned Nov 8, 2021 EST
Machine Learning APIs Earned Nov 8, 2021 EST
DEPRECATED BigQuery for Marketing Analysts Earned Nov 8, 2021 EST
DEPRECATED Applying BigQuery ML's Classification, Regression, and Demand Forecasting for Retail Applications Earned Nov 8, 2021 EST
DEPRECATED Explore Machine Learning Models with Explainable AI Earned Nov 8, 2021 EST
Migrating MySQL data to Cloud SQL using Database Migration Service Earned Nov 7, 2021 EST
Intermediate ML: TensorFlow on Google Cloud Earned Nov 7, 2021 EST
DEPRECATED Google Cloud Solutions II: Data and Machine Learning Earned Nov 7, 2021 EST
Intro to ML: Image Processing Earned Nov 7, 2021 EST
DEPRECATED BigQuery Basics for Data Analysts Earned Nov 7, 2021 EST
Einführung in Machine Learning: Language Processing Earned Nov 6, 2021 EDT
DEPRECATED BigQuery for Data Warehousing Earned Nov 6, 2021 EDT
Informationen aus BigQuery-Daten ableiten Earned Nov 4, 2021 EDT

Sie möchten Machine-Learning-Modelle mithilfe von SQL in Minuten statt in Stunden erstellen? BigQuery ML sorgt für eine breite Nutzung von Machine Learning, indem es Datenanalysten ermöglicht, ML-Modelle zu erstellen, zu trainieren und zu bewerten sowie mit den Modellen und vorhandenen SQL-Tools und ‑Fähigkeiten Vorhersagen zu treffen. In dieser Lab-Reihe experimentieren Sie mit verschiedenen Modelltypen und erfahren, was für ein gutes Modell notwendig ist.

Weitere Informationen

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.

Weitere Informationen

It's no secret that machine learning is one of the fastest growing fields in tech, and Google Cloud has been instrumental in furthering its development. With a host of APIs, Google Cloud has a tool for just about any machine learning job. In this advanced-level course, you will get hands-on practice with machine learning APIs by taking labs like Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API. Looking for a hands-on challenge lab to demonstrate your skills and validate your knowledge? Enroll in and finish the additional challenge lab at the end of this quest to receive an exclusive Google Cloud digital badge.

Weitere Informationen

Want to turn your marketing data into insights and build dashboards? Bring all of your data into one place for large-scale analysis and model building. Get repeatable, scalable, and valuable insights into your data by learning how to query it and using BigQuery. BigQuery is Google's fully managed, NoOps, low cost analytics database. With BigQuery you can query terabytes and terabytes of data without having any infrastructure to manage or needing a database administrator. BigQuery uses SQL and can take advantage of the pay-as-you-go model. BigQuery allows you to focus on analyzing data to find meaningful insights.

Weitere Informationen

In this course you will learn how to use several BigQuery ML features to improve retail use cases. Predict the demand for bike rentals in NYC with demand forecasting, and see how to use BigQuery ML for a classification task that predicts the likelihood of a website visitor making a purchase.

Weitere Informationen

Earn a skill badge by completing the Explore Machine Learning Models with Explainable AI quest, where you will learn how to do the following using Explainable AI: build and deploy a model to an AI platform for serving (prediction), use the What-If Tool with an image recognition model, identify bias in mortgage data using the What-If Tool, and compare models using the What-If Tool to identify potential bias. 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 this skill badge quest and the final assessment challenge lab to receive a skill badge that you can share with your network.

Weitere Informationen

This course offers hands-on practice with migrating MySQL data to Cloud SQL using Database Migration Service. You start with an introductory lab that briefly reviews how to get started with Cloud SQL for MySQL, including how to connect to Cloud SQL instances using the Cloud Console. Then, you continue with two labs focused on migrating MySQL databases to Cloud SQL using different job types and connectivity options available in Database Migration Service. The course ends with a lab on migrating MySQL user data when running Database Migration Service jobs.

Weitere Informationen

TensorFlow is an open source software library for high performance numerical computation that's great for writing models that can train and run on platforms ranging from your laptop to a fleet of servers in the Cloud to an edge device. This quest takes you beyond the basics of using predefined models and teaches you how to build, train and deploy your own on Google Cloud.

Weitere Informationen

In this advanced-level quest, you will learn how to harness serious Google Cloud computing power to run big data and machine learning jobs. The hands-on labs will give you use cases, and you will be tasked with implementing big data and machine learning practices utilized by Google’s very own Solutions Architecture team. From running Big Query analytics on tens of thousands of basketball games, to training TensorFlow image classifiers, you will quickly see why Google Cloud is the go-to platform for running big data and machine learning jobs.

Weitere Informationen

Using large scale computing power to recognize patterns and "read" images is one of the foundational technologies in AI, from self-driving cars to facial recognition. The Google Cloud Platform provides world class speed and accuracy via systems that can utilized by simply calling APIs. With these and a host of other APIs, GCP has a tool for just about any machine learning job. In this introductory quest, you will get hands-on practice with machine learning as it applies to image processing by taking labs that will enable you to label images, detect faces and landmarks, as well as extract, analyze, and translate text from within images.

Weitere Informationen

Want to scale your data analysis efforts without managing database hardware? Learn the best practices for querying and getting insights from your data warehouse with this interactive series of BigQuery labs. BigQuery is Google's fully managed, NoOps, low cost analytics database. With BigQuery you can query terabytes and terabytes of data without having any infrastructure to manage or needing a database administrator. BigQuery uses SQL and can take advantage of the pay-as-you-go model. BigQuery allows you to focus on analyzing data to find meaningful insights.

Weitere Informationen

Machine Learning gehört zu den am schnellsten wachsenden Technologiefeldern – und Google Cloud hat zu dessen Weiterentwicklung maßgeblich beigetragen. Dank zahlreicher APIs bietet Google Cloud ein Tool für nahezu jede Aufgabe im Bereich des maschinellen Lernens. In diesem Kurs für Einsteiger können Sie praktische Erfahrungen mit Machine Learning hinsichtlich der Sprachverarbeitung sammeln. Sie absolvieren Labs, in denen Sie Entitäten aus Text extrahieren, Sentiment- und Syntaxanalysen durchführen und die Speech-to-Text API für Transkriptionen verwenden.

Weitere Informationen

Looking to build or optimize your data warehouse? Learn best practices to Extract, Transform, and Load your data into Google Cloud with BigQuery. In this series of interactive labs you will create and optimize your own data warehouse using a variety of large-scale BigQuery public datasets. BigQuery is Google's fully managed, NoOps, low cost analytics database. With BigQuery you can query terabytes and terabytes of data without having any infrastructure to manage or needing a database administrator. BigQuery uses SQL and can take advantage of the pay-as-you-go model. BigQuery allows you to focus on analyzing data to find meaningful insights. Looking for a hands on challenge lab to demonstrate your skills and validate your knowledge? On completing this quest, enroll in and finish the additional challenge lab at the end of this quest to receive an exclusive Google Cloud digital badge.

Weitere Informationen

Mit dem Skill-Logo zum Kurs Informationen aus BigQuery-Daten ableiten weisen Sie Grundkenntnisse in folgenden Bereichen nach: Schreiben von SQL-Abfragen, Abfragen öffentlicher Tabellen, Laden von Beispieldaten in BigQuery, Beheben häufig auftretender Syntaxfehler mithilfe der Abfragevalidierung in BigQuery und Erstellen von Berichten in Looker Studio durch Herstellen einer Verbindung zu BigQuery-Daten.

Weitere Informationen