Career Guidance FREE Workshop on  13th July 2024 Contact Us.

GCP Cloud Data Engineer Training

A GCP cloud data engineer is like a swiss army knife in the data space; there are many roles and responsibilities that data engineers are capable of, depending on the particular needs of your organization.
It’s the role of a data engineer to store, extract, transform, load, aggregate, and validate data. This involves:
1. Building data pipelines and efficiently storing data for tools that need to query the data.
2. Building algorithms to help give easier access to raw data.
3. It’s important to have business goals in line when working with data, especially for companies that handle large and complex datasets and databases.

Register For Free Demo

GCP Cloud Data Engineer Course Upcoming Batches

Date:

6th July

Time

10:00 AM to 12:00 PM

Program Duration:

45 Days

Learning Format:

Training

Course Curriculum

India’s #1 Software Training Institute

GCP Google Data Engineer Training
GCP Google Data Engineer Training

Master in GCP Cloud Data Engineer Overview

At Quality Thought, we offer comprehensive GCP courses that cover the Google Cloud Data Engineering is a specialized field that focuses on designing and implementing data processing systems on Google Cloud Platform. Data engineers in this domain work with large datasets, build data pipelines, and create data solutions to extract insights and drive business decisions.

KEY HIGHLIGHTS

Comprehensive Fundamentals

Gain a thorough understanding of the foundational concepts and principles essential for mastering Google Cloud Platform (GCP) as a Cloud Data Engineer.

Real-World Project Experience

Dive into hands-on projects designed to simulate real-world scenarios, allowing you to apply theoretical knowledge to practical situations and develop invaluable skills.

Collaborative Learning Environment

Engage in a dynamic and interactive learning atmosphere, fostering collaboration with peers and instructors to exchange ideas, troubleshoot challenges, and accelerate your learning journey.

Industry-Relevant Case Studies

Explore case studies drawn from various industries, offering insights into how GCP technologies are applied to solve complex data engineering challenges in the real world, preparing you for professional success in the field.

GCP Google Data Engineer Training

Comprehensive Training

GCP Cloud Data Engineer Course Key Features

Skills Covered

Testing Tools Training

Offered Programs

Exclusive Training

JOB ORIENTED INTENSIVE PROGRAM (JOIP)​

Course Curriculum

  • Introduction to Cloud Computing
  • Roles and Responsibilities of Cloud Data Engineer
  • Overview of Cloud Platforms
  • Overview of Google Cloud Platform
  • Overview of Analytics Services on GCP
  • Setup GCP for individual Account
  • Overview of GCP Project & GCP Credits & Billing
  • How to access GCP services with Google Cloud Shell
  • How to access GCP services with Google Cloud SDK
    • Introduction to Google BigQuery
    • Overview of CRUD Operations in Google BigQuery
    • Merge/Upsert operations into Google BigQuery Tables
    • DB operations in Google BigQuery using Ul
    • Create Table in Google BigQuery using Command
    • Overview of Loading Data from Files into BigQuery Tables
    • Execution Plan of BigQuery
    • Partitioned tables in Bigquery
    • Clusterd tables in Bigquery
    • Google BigQuery External Tables
    • External Queries/External Connections on Google BigQuery
    • Integration between Google BigQuery and Python
    • SQL operations in Google BigQuery [Basics to Advanced]
    • Pandas Integration with Google BigQuery
    • Postgres DB integrations with BigQuery
    • Views & Materialized Views
  • Introduction to Google Cloud Storage
  • Create/Delete/Upload Buckets, Folders, Files using GCS Web Ul
  • Create/Delete/Upload Buckets, Folders, Files using gsutil commands
  • Create/Delete/Upload Buckets, Folders, Files using Python
  • Setup Google Cloud Libraries in Python Virtual Environment
  • Handling multiple files in GCS using Python
  • Data Processing in GCS using Pandas
  • Data conversions and Write to GCS using Pandas
  • Validate Files in GCS using Python & gsutil & Pandas
  • Introduction to GCP Cloud SQL
  • Setup Postgres DB using GCP Cloud SQL
  • DB operations in GCP Cloud SQL with Postgress
  • Integration of GCP Cloud SQL Postgres with Python
  • Integration of GCP Cloud SQL Postgres with Pandas
  • Introduction to GCP Dataproc
  • Setup Dataproc Cluster for Development
  • Overview of HDFS Commands & gsutil on Dataproc
  • Handling Local Files in HDFS on Dataproc
  • Handling GCS Files in HDFS on Dataproc
  • CLI connectivity in Dataproc Cluster using Pyspark/Spark Scala/Spark SQL
  • ETL Datapipeline creation using GCP Dataproc
  • GCP Dataproc Jobs using Spark SQL & Scripts
  • GCP Dataproc Workflow
  • Dataproc Jobs/Workflows handling with gcloud Commands
  • Run and Validate ELT Data Pipeline using Dataproc
  • Introduction to Databicks on GCP
  • Setup Databricks on GCP
  • Databricks Architecture
  • Setup Databricks CLI and run Commands
  • Data Operations in DBFS using Databricks Spark SQL
  • Build ELT Pipeline using Databricks Job in Workflows
  • Databricks Workflows
  • Create and Run Orchestrated
  • Pipeline using Databricks Job
  • Review Execution details of ELT Data Pipeline using Databricks Job
  • Introduction to Google Cloud Composer
  • Setup Airflow or Cloud Composer Environment
  • Overview of Airflow Architecture
  • Airflow DAGs for Cloud Composer
  • Deploy and Run First Airflow DAG in Google Cloud Composer
  • Run Airflow Commands in Cloud Composer using gcloud
  • Integration of GCP Dataproc Workflow using Airflow
  • Deploy and Run GCP Dataproc Workflow using Airflow
  • Deploy and Run Airflow DAGs with Variables
  • Deploy Data Pipeline or Airflow DAG using Dataproc Jobs
  • Deploy and Run Airflow DAG with Dataproc Jobs
  • Review Spark Google BigQuery Connector
  • Spark on Dataproc and BigQuery using Pyspark CLI
  • Spark on Dataproc and BigQuery using Notebook
  • Spark Application Code to Write to BigQuery Table
  • Spark Application sybmit with BigQuery Integration using Client Mode
  • Spark Application sybmit with BigQuery Integration using Cluster Mode
  • Spark Application deployment with BigQuery Integration in GCS
  • Run Spark Application as Dataproc Job using Web Ul
  • Run Spark Application as Dataproc Job by using Commands
  • Review Dataproc Jobs and Spark Application using Dataproc Ul
  • Introduction to Google BigTable
  • Integration between Pyspark and Bigtable
  • Recently Placed Students

    In the Last 7 Months more than 80 Members placed

    Annapurna

    11 LPA

    Chandini

    11 LPA

    Hari Prasad

    54 LPA

    Sunanda

    35 LPA

    Vardhan

    22 LPA

    Anitha

    10 LPA

    Raj Kumar

    11 LPA

    Kiran

    11 LPA

    Aravind

    14 LPA

    Narayana

    14 LPA

    Ramesh

    15 LPA

    Srikanth

    14 LPA

    Divya

    12 LPA

    Hareesh

    14 LPA

    Vijay

    14 LPA

    Ramakrishna

    14 LPA

    Deekshitha

    11 LPA

    Ashok

    15 LPA

    Mounika

    11 LPA

    Jhansi

    12 LPA

    Our Students Are Placed In

    Why Choose Quality Thought

    100% Success Rates in the Placement for Skilled People

    A gate way to your🤔 Bright Future in the IT industry

    Connect with us for Life-changing opportunities

    Testimonials

    If you’re looking for best training for Gcp cloud data engineer join quality thought. I joined GCP course in quality thought completed training recently got placement with good package. Am soo happy to share this feedback Special thanks to srinivas sir for support and hands on knowledge.

    Swapna

    I prefer Gcp course in quality thought. Because of srinivas sir teaching level is very good. Who want to build your IT career with good packages. Quality thought Is the right platform.

    Santhi Namana

    Quality thought is the best institute for learning GCP course. especially faculty teaches very real time experience with no of examples .

    Imran Basha Sk

    Good quality study with professional faculty I have to learn GCP cloud data engineer course in quality thought technologies, I got a job in MNC’s companies with good package. Thanks to Srinivas sir& quality thought staff

    Gresi Thathapudi

    Certification

    GCP Cloud Data Engineer

    Key Facts Of Quality Thought

    Real Time Expert Trainers

    50000+ Students Trained

    15000+ Students Placed at Different Levels

    Training by Realtime Industry Experts

    Tie Up With 250+ Companies

    Educated 15+ BPO & Back Office/Ops on IT Trends

    Frequently asked questions

    Students can benefit from our State-of-the-art lab infrastructure facilities at all our training centers across the city. Our lab facilities are available throughout the day on all working days. For our online students, they can connect to our servers and other lab facilities over the internet and practice. These facilities are available 24X7.

    If the student misses out on attending any session, he or she can re-attend the session by:
    1. Attending the same session in another batch if the student is attending the classroom-based session.
    2. For online sessions, recording of the classes can be accessed by the student at all times to help revisit and listen the sessions missed out.

    All our trainers are real-time industry experts with a minimum of 10+ years of experience. Complete profiles of our trainers are available for review at our center and students are free to come interact with them and learn more about them, before enrolling for programs.
    All training programs conducted by Quality Thought are available in 3 modes, instructor-based classroom programs, instructor-based live online training, and self-paced video-based training. Students can choose

    All discounts are subject to a case-to-case basis. Please feel free to meet our administration staff to have a better discussion on the same. We do offer a variety of discounts and concessions to our students coming in from different backgrounds.
    For all corporate training requirements please feel free to get in touch with our administration staff managing corporate marketing and interaction. We have of the finest programs and offer to corporate with best-in-class programs.

    Are you Ready to Become a GCP Cloud Data Engineer?

    Ready to get GCP Cloud Data Engineer JOB

    Register for Free Demo

    Please enable JavaScript in your browser to complete this form.