Google Cloud Data Engineer Training

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Google is one of the top vendors in the IT industry that provides various cloud services to millions of users across the globe. since it has a huge amount of learners its difficult to find an expert on this cloud platform. So in order to show your skills, this vendor has created a  certification exam. And once you cleared this certification, you will be entitled as  Google certified professional data engineer. Hence once you cleared this certification, you will have a high value in the IT industry, So many people today were showing much interest to enroll for Google cloud data engineer Training. Today many companies were paying high salaries to these certified professionals. Hence, achieve your dream to become the google certified Data Engineer through OnlineITGuru.

Google cloud data engineer training:

OnlineITGuru provides the best training on Google Cloud data engineer. It provides the best training on data-driven decision making. It provides the best knowledge on designing, building and monitoring the data processing systems. And it covers all the topics to clear the certification exam. Moreover, soon after the completion of the topic, it provides the essential certification dumps. And these dumps will make you easy to clear the certification.

OnlineITGuru is the leading IT  educational service provider of multiple technologies. It has been providing the service over the past 10 years. This institute provides real-time training with real-world examples. Here each trainer does have a minimum of 10 years of industry experience. And it conducts the demo every week. And it offers a demo for free. Moreover, soon after the session completions, you get the video access. And this access is valid for a lifetime. Besides you can also get the self-placed recoding of any other interesting technology for free. This institute offers training in both batches, one-one as well as corporate training. Hurry up to enroll for the free demo

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Google is the largest vendor that offers cloud services to the client across the globe. Today lakhs of employees were working under this Cloud platform.  But among these many employees, you need to prove yourself unique in the market. Hence in order to prove yourself,  this cloud platform offers certification under the name of the Google Cloud Certified Professional Data Engineer.  Today many people across the globe have the dream to become the Google Cloud Certified Professional Data Engineer. Hence achieve your dream to become the Google Cloud Certified Professional Data Engineer through OnlineITGuru.

Who is Google Cloud Certified Professional Data Engineer?

A Google Certified professional Data engineer is a person responsible for data processing and machine learning platforms on Google. A professional data engineer enables the data-driven decision. This person is responsible for designing, building, and operationalize the data systems with a particular emphasis of compliance, security, and efficiency. And a data engineer usually responsible for leveraging and deploying the machine learning models

OnlineITGuru provides the best training of Google Cloud platform by live industry experts through online. The Course was designed in such a way to clear the certification. All the course modules were designed to  clear the Google Cloud certification

Who can pursue this course?

There is nothing requirement regarding the salesforce Einstein Course enrollment. Any basic degree is enough to enroll in this course. (Rather than degree interest in learning is essential to enroll in course)

What are the prerequisites?

There are no such mandatory prerequisites required to enroll in the course. Basic knowledge of google cloud is enough to enroll in this course

Benefits of OnlineITGuru:

OnlineITGuru is the pioneer IT Educational service provider of many tools and technologies by live industry experts through online.This institute is providing the best IT Service to the learners over the past 10 years. It offers a free demo and lifetime access to the people. Moreover, it conducts a demo every week. Hurry up to enroll for the free demo


Course Features

Course Duration : 30 Hrs

Highly interactive, reliable and quality learning sessions of the course are conducted by OnlineITGuru. For a better learning experience, the courses are divided into distinctive phases and sessions.

Real-time Project Work

Every module shall be followed by a practical experience of lab exercises. At the end of the course, the students will have to build a project on the concepts that were taught to them during the course duration.

Access Duration: Lifetime

Students will have lifetime access to the course materials provided by OnlineITGuru. Students also have an opportunity to decide the duration of the course as per their schedule and convenience.

24 X 7 Support

Concerned faculty can be contacted by the students if they are looking for help and assistance with respect to the course and its material. Students can approach their respective faculty to clear their quires either by email, phone or through live chat.

Get Certified

At the end of the course, students will have to fare well in quizzes and tests conducted by the institute and the faculty in order to receive the required certification. To clear the Certification test with flying colors, students will be given model questions and certification dumps that would make them confident about attempting the test to get their Certification.

Job Assistance

OnlineITGuru will help students find job opportunities with the newly acquired skill set. OnlineITGuru has a varied bunch of Clientele around the globe, over 30+ companies in the USA and India that have experience in working with different technologies. We would pass your resumes to them after the completion of the course and ensure that the students achieve 100% placements. During the testing and interview process for them, the required assistance shall be provided by OnlineITGuru.

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Google Certified Professional Data Engineer Course Content

Module 1
  • Introduction to Google Cloud
  • Compute Engine
  • App Engine
  • Networking and Security
  • GCP account online
Module 2
Identity Services
  • Cloud IAM
    • Provides administrators the ability to manage cloud resources centrally by controlling who can take what action on specific
    • Understand how IAM works and how rules apply esp. the hierarchy from Organization -> Folder -> Project -> Resources
    • Understand IAM Best practices
    • Make sure you know the Big Query Access roles
·          Storage Services
§   Cloud Storage
  • cost-effective object storage for an unstructured
  • very important to know the different classes and their use cases esp. Regional and Multi-Regional (frequent access), Nearline (monthly access) and Coldline (yearly access)
  • Understand Signed URL to give temporary access and the users do not need to be GCP users
  • Understand permissions – IAM vs ACLs (fine grained control)
Module 3
  • Relational Databases
    • Know Cloud SQL and Cloud Spanner
o     Cloud SQL
  • is a fully-managed service that provides MySQL and PostgreSQL
  • Limited to 10TB and is a regional
o     Cloud Spanner
  • is a fully managed, mission-critical relational database
  • provides a scalable online transaction processing (OLTP) database with high availability and strong consistency at global


  • globally distributed and can scale and handle more than
  • not a direct replacement and would need migration
  • There are no direct options for Microsoft SQL Server or Oracle
  • NoSQL
    • Know Cloud Datastore and BigTable
o     Datastore
  • provides document database for web and mobile

Datastore is not for analytics

  • Understand Datastore indexes and how to update indexes for Datastore
o     Bigtable
  • provides column database suitable for both low-latency single-point lookups and precalculated analytics
  • understand Bigtable is not for long term storage as it is quite expensive
  • know the differences with HBase
  • Know how to measure performance and scale
  • Data Warehousing
o     BigQuery
  • provides scalable, fully managed enterprise data warehouse (EDW) with SQL and fast ad-hoc
  • Remember it is most suitable for historical analysis.
  • know how to access control tables, columns within tables and query results (hint – Authorized View)
  • Be sure to cover the Best Practices including key strategy, cost optimization, partitioning and clustering
Module 4

Data Services

  • Obviously there is lots of Data and Just Data
  • Know the Big Data stack and understand which service fits the different layers of ingesting, store, process, analytics, use

§   Cloud Storage

  • as the medium to store data as a data lake
  • understand what class is the best suited and which one provides geo-redundancy.
§   Cloud Pub/Sub
  • as the messaging service to capture real-time data esp. IoT

§   Cloud Pub/Sub

  • is designed to provide reliable, many-to-many, asynchronous messaging between applications esp. real time IoT data capture
  • how it compares to Kafka

§   Cloud Dataflow

  • to process, transform, transfer data and the key service to integrate store and
  • know how to improve a Dataflow performance
  • Google expects you to know the Apache Beam features as well
Module 5

Cloud BigQuery

  • for storage and analytics. Remember BigQuery provides the same cost- effective option for storage as Cloud Storage
  • understand how BigQuery Streaming works
  • know BigQuery limitations with updates and inserts
§   Cloud Dataprep
  • to clean and prepare data. It can be used anomaly
  • does not need any programming language knowledge and can be done through graphical interface
  • be sure to know or try hands-on on a dataset

§   Cloud Dataproc

  • to handle existing Hadoop/Spark jobs
  • you need to know how to improve the performance of the Hadoop cluster as well :). Know how to configure the hadoop cluster to use all the cores (hint- spark executor cores) and handle out of memory errors (hint – executor memory)
  • how to install other components (hint – initialization actions)

§   Cloud Datalab

  • is an interactive tool for exploration, transformation, analysis and visualization of your data on Google Cloud Platform
  • based on Jupyter

§   Cloud Composer

  • fully managed workflow orchestration service based on Apache Airflow
  • pipelines are configured as directed acyclic graphs (DAGs)
  • workflow lives on-premises, in multiple clouds, or fully within
  • provides ability to author, schedule, and monitor your workflows ina unified manner
Module 6
  • Machine Learning
    • Google expects the Data Engineer to surely know some of the Data scientists stuff
    • Understand the different algorithms
      • Supervised Learning (labelled data)


  • Classification (for e.g. Spam or Not)
  • Regression (for e.g. Stock or House prices)
  • Unsupervised Learning (Unlabelled data)
    • Clustering (for e.g. categories)
  • Reinforcement Learning
  • Know Cloud ML with Tensorflow
  • Know all the Cloud AI products which include
    • Cloud Vision
    • Cloud Natural Language
    • Cloud Speech-to-Text
    • Cloud Video Intelligence
  • Cloud AutoML products, which can help you get started without much machine learning experience
Module 7
  • Monitoring
    • Google Stackdriver provides everything from monitoring, alert, error reporting, metrics, diagnostics, debugging,

remember audits are mainly checking Stackdriver

  • Security Services
    • Data Loss Prevention API to handle sensitive data esp. redaction of PII
    • understand Encryption techniques
  • Other Services
    • Storage Transfer Service allows import of large amounts of online data into Google Cloud Storage, quickly and cost-effectively. Online data is the key here as it supports AWS S3, HTTP/HTTPS and other GCS buckets. If the data is on-premises you need to use gsutil command
    • Transfer Appliance to transfer large amounts of data quickly and cost- effectively into Google Cloud Platform. Check for the data size and it would be always compared with Google Transfer Service or gsutil
    • BigQuery Data Transfer Service to integrate with third-party services and load data into BigQuery

Do we offer any discount on the course?

We offer Group Batch, Referral, Project, and One to One Training Discounts. If you enrolled for any course, you can take any other self-paced course as Free. Therefore, at the same time, you can learn two technologies.

Can we schedule the training based upon your availability?

You can schedule your training in all Time Zones. If you want, we offer training with US, UK, Australia, Europe Instructors in Weekends and Weekdays.

Who will provide the environment to execute the Practicals?

Our Instructor will Provide, server access to the Course aspirants. And hands-on practical training that everything you need for understanding the total course with Projects.

What is the qualification of our trainer?

Our Trainer is a certified consultant, at present he working with these technology projects and has significant experience.

Do we offer placements to the course seekers?

Every technology, We have Job Placement Teams in India, the USA and around the world. After your enrollment, we start Your resume preparation and train you to clear the certifications and Projects required for getting Job. Meanwhile, our Instructors will conduct Interview sessions and assign you projects. We forward your resumes to companies that we tie-up. We make you get complete experience so that you get a Job.

Will OnlineITGuru help you in getting certified?

We Provide Assistance is Getting Certification. We promise you that after our training, you will definitely get certified in Respected Technology.

Do we accept the course fees in installments?

Yes, we accept training payment in Two to three Installments, with respect to the mode of training you take.

What are the Live Projects that we provide?

Our Instructor Explains Every Topic and Project on the Software itself with real-time examples. Every training Batch is considered as a software team and a project is assigned to them, after completing this project. The training will be completed. So that the Students feel the real-time IT Company Environment During the Sessions, where our Instructor is like a Team Lead.

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