Data Engineering with Google Cloud Platform Course

Name: Data Engineering with Google Cloud Platform
Brand: The Knowledge Academy
Rating: 4.9 (38503 reviews)

Data Engineering with Google Cloud Platform Overview

Data Engineering with Google Cloud Platform Training Course Outline

Module 1: Google Cloud Dataproc Overview

Dataproc Overview
Creating and Managing Clusters
Custom Machine Types and Preemptible Worker Nodes
Scaling and Deleting Clusters
Creating Hadoop Clusters with Google Cloud Dataproc

Module 2: Running Dataproc Jobs

Running Pig and Hive Jobs
Separation of Storage and Compute
Running Hadoop and Spark Jobs with Dataproc
Submit and Monitor Jobs

Module 3: Integrating Dataproc with Google Cloud Platform

Customize Cluster with Initialization Activities
BigQuery Support
GCP Services

Module 4: Unstructured Data with Google’s Machine Learning APIs

Machine Learning APIs
Use Cases of ML
Adding Machine Learning Capabilities to Big Data

Module 5: Serverless Data Analysis with BigQuery

BigQuery Overview
Functions and Queries
Writing Queries in BigQuery

Module 6: Serverless, Autoscaling Data Pipelines with Dataflow

Beam Programming Model Overview
Data Pipelines
Writing a Dataflow Pipeline
Scalable Big Data Processing Using Beam
MapReduce in Dataflow
Phases in MapReduce in Dataflow
Steps of Dataflow
Incorporating Additional Data
Side Inputs in Apache Beam
Querying Multiple Tables

Module 7: Getting Started with Machine Learning

What is Machine Learning (ML)?
Types of Machine Learning
Explore and Create ML Datasets

Module 8: Building ML Models with TensorFlow

Understand TensorFlow
TensorFlow Graphs and Loops
Use Low-Level TensorFlow
Monitoring ML Training
Charts and Graphs of TensorFlow

Module 9: Scaling ML Models with CloudML

Cloud ML Overview
TensorFlow Model
Running of ML Model

Module 10: Architecture of Streaming Analytics Pipelines

Understand Stream Data Processing
Handling Variable Data Volumes
Designing a Streaming Pipeline

Module 11: Ingesting Variable Volumes

Cloud Pub/Sub Overview
Working of Cloud Pub/Sub

Module 12: Implementing Streaming Pipelines

Stream Processing Overview
Watermark
Triggers

Module 13: Streaming Analytics and Dashboards

Streaming Analytics Overview
Querying Streaming Data with BigQuery
Google Data Studio Overview

Module 14: High Throughput and Low-Latency with Bigtable

Cloud Spanner Overview
Designing Bigtable Schema
Ingesting into Bigtable
Streaming into Bigtable

Who should attend this Data Engineering with Google Cloud Platform Course?

The Data Engineering with Google Cloud Platform Course in the United States is valuable training for those who want to get better at data management and processing while using Google Cloud Platform Services (GCP). The Data Engineering with Google Cloud Platform Course can benefit professionals such as:

Cloud Engineers
Data Engineers
BI Developers
ETL Developers
Data Managers
Data Architects
Big Data Engineers

Prerequisites of the Data Engineering with Google Cloud Platform Course

There are no formal prerequisites for this Data Engineering with Google Cloud Platform Course.

Data Engineering with Google Cloud Platform Course Overview

Data Engineering with Google Cloud Platform in the United States is pivotal in today's tech landscape. As organizations increasingly rely on data-driven insights, mastering this subject becomes crucial. This course delves into leveraging Google Cloud's robust infrastructure for managing, processing, and optimizing data, making it a cornerstone in cloud-based data engineering solutions.

Google Cloud's data engineering proficiency in the United States is pivotal for Data Architects, Engineers, and Analysts. With data becoming the lifeblood of decision-making, mastering this subject empowers professionals to architect scalable, efficient, and secure data pipelines crucial for any data-centric enterprise.

This intensive 3-day training by The Knowledge Academy in the United States is designed to equip delegates with practical skills in deploying Google Cloud's suite for data engineering. Delegates will learn to leverage tools like BigQuery, Dataflow, and Dataprep to architect and manage data pipelines efficiently, enabling them to tackle real-world data challenges confidently.

Course Objectives

To comprehend the fundamentals of data engineering in the Google Cloud environment
To proficiently employ Google Cloud services for data storage, processing, and analysis
To design and implement robust data pipelines using Google Cloud tools
To optimize data engineering workflows for enhanced efficiency and scalability
To gain expertise in managing and transforming large datasets on the Google Cloud Platform
To understand best practices for data security and compliance on Google Cloud
To develop skills in troubleshooting and optimizing data solutions within Google Cloud
To apply learned concepts to real-world scenarios, fostering practical proficiency in data engineering with Google Cloud

After completing this course in the United States, delegates will receive a certification, validating their expertise in data engineering on the Google Cloud Platform. Mastering Google Cloud Courses like this one solidifies one's foundation in data engineering, making them an asset in today's data-driven world.

What’s included in this Data Engineering with Google Cloud Platform Course?

World-Class Training Sessions from Experienced Instructors
Data Engineering with Google Cloud Platform Certificate
Digital Delegate Pack

Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.

Why choose us

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Data Engineering with Google Cloud Platform. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Live classes

Join a scheduled class with a live instructor and other delegates.

Interactive

Engage in activities, and communicate with your trainer and peers.

Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

Global Reach

With classes running in all timezones, access any of our courses and course material from anywhere, anytime.

Learn More

Unlock your potential with The Knowledge Academy's Data Engineering with Google Cloud Platform, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Learn more in our FAQs

What our customers are saying

Data Engineering with Google Cloud Platform FAQs

What time shall I arrive at the venue?

Please arrive at the venue at 8:45am.

What are the pre-requisites?

There are no formal prerequisites for this course. It would be great if delegates have basic knowledge of managing data and its operations.

Who should attend this course?

This course is designed for IT Professionals and Google Cloud platform learner. This course is also beneficial for who wants to be a certified engineer for this technology.

Do you offer support for the course?

We are able to provide support via phone & email prior to attending, during and after the course.

What is included in the course?

Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments

What is the duration of this course?

This course is 3 days.

How long until I receive the course confirmation details?

Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts

What is the cost/training fees for Data Engineering with Google Cloud Platform in the United States?

The training fees for Data Engineering with Google Cloud Platformin the United States starts from $3795

Which is the best training institute/provider of Data Engineering with Google Cloud Platform in the United States?

The Knowledge Academy is the Leading global training provider for Data Engineering with Google Cloud Platform.

What are the best Google Cloud Certification courses in the United States?

Please see our Google Cloud Certification courses available in the United States

Why choose us

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

Data Engineering With Google Cloud Platform in United States

Washington D.C.

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