Course: Google Data Engineer

$499.00

$603.79 incl. vat

Het volgende STAP tijdvak begint op 1 mei

duration: 24 hours |

Language: English (US) |

access duration: 90 days |

In Onbeperkt Leren

Details

In this online Google Data Engineer training we will handle all facets of the certificate: Professional Data Engineer. A professional data engineer enables data-driven decision making by collecting, transforming and visualizing data.

The Data Engineer analyzes data to understand business results, builds statistical models to support decision making and creates machine learning models for automating and simplifying important business processes.

The training demonstrates the following:

Build and maintain data structures and databases;
Design of data processing systems;
Analyze data and make machine learning possible;
Modeling business processes for analysis and optimization;
Designing in the field of reliability;
Visualize data / data to underpin policy;
Design for security and compliance.

Result

You are familiar with the role of Data Engineer on the Google Cloud Platform. You are also prepared for the official Google exam: Professional Data Engineer.

Prerequisites

No specific prior knowledge required.

Target audience

Data analist

Content

Google Data Engineer

24 hours

Google Cloud Platform Fundamentals

Google Cloud Platform offers several solutions to streamline any enterprise while keeping costs low. This course covers these benefits, including how to navigate GCP and choose between the various data processing products it provides.

Google Cloud Platform Storage and Analytics

Google Cloud Platform (GCP) offers several

Deeper through GCP Analytics and Scaling

GCP Network Data Processing Models

You can create and manage an assortment of data processes and network models using GCP. This course will go through the various types, including using a GPU and TensorFlow to create and manage GPU and instances.

Google Cloud Dataproc

GCP provides fully managed cloud services for running Apache Spark and Hadoop. This course will introduce you to the concepts of cluster management with Dataproc, including machine types and workers.

Dataproc Architecture

Dataproc can be used to perform several operations when integrating platforms, including Pig and Hive. This course will dig further into Dataproc architecture while introducing the use of Pig and Hive.

Continued Dataproc Operations

Executing Dataproc implementations with big data can provide a variety of methods. This course will continue the study of Dataproc implementations with Spark and Hadoop using the cloud shell and introduce BigQuery PySpark REPL package.

Implementations with BigQuery for Big Data

Fundamentals of Big Query

BigQuery is an essential tool for any data

APIs and Machine Learning

Dataflow Autoscaling Pipelines

Apache Beam, Cloud Dataflow, and Cloud Dataprep can be used to create data pipelines. In this course, you will learn how areas of Beam, Apache Beam SDK, Cloud Dataflow, and Cloud Dataprep assist in pipeline management.

Machine Learning with TensorFlow and Cloud ML

GCP Engineering and Streaming Architecture

Feature engineering can be an essential tool in applied machine learning when enhancing a dataset. In this course, you will learn about concepts of feature engineering, including areas of streaming architecture and implementations.

Streaming Pipelines and Analytics

Streaming data pipelines require operations that are very different from batch operations. This course introduces data stream operations, analytics, and the Google Data Studio visualization tool.

GCP Big Data and Security

Complex operations require more managed and secure systems. This course will explore the use of Cloud Spanner and Bigtable to create more complex data service configurations and managing secure data infrastructure.

Course options

We offer several optional training products to enhance your learning experience. If you are planning to use our training course in preperation for an official exam then whe highly recommend using these optional training products to ensure an optimal learning experience. Sometimes there is only a practice exam or/and practice lab available.

Optional practice exam (trial exam)

To supplement this training course you may add a special practice exam. This practice exam comprises a number of trial exams which are very similar to the real exam, both in terms of form and content. This is the ultimate way to test whether you are ready for the exam.

Optional practice lab

To supplement this training course you may add a special practice lab. You perform the tasks on real hardware and/or software applicable to your Lab. The labs are fully hosted in our cloud. The only thing you need to use our practice labs is a web browser. In the LiveLab environment you will find exercises which you can start immediately. The lab enviromentconsist of complete networks containing for example, clients, servers,etc. This is the ultimate way to gain extensive hands-on experience.

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Kennis opdoen met interactieve e-learning en uitgebreide praktijkopdrachten door gecertificeerde docenten

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What is included?

Certificate of participation	Yes
Monitor Progress	Yes
Award Winning E-learning	Yes
Mobile ready	Yes
Sharing knowledge	Unlimited access to our IT professionals community
Study advice	Our consultants are here for you to advice about your study career and options
Study materials	Certified teachers with in depth knowledge about the subject.
Service	World's best service

Platform

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