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Azure + GCP Data Engineer Training

Learn Data Engineering with Learnomate Technologies. Our Azure + GCP  Data Engineer course covers data pipelines, ETL processes, and big data technologies like Hadoop and Spark with GCP and Azure cloud Platforms. Gain hands-on experience in designing and managing scalable data architectures. Join us to become a skilled Data Engineer and take your career to the next level!

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Course Overview

Become a Certified Cloud Data Engineer on Google Cloud (GCP) and Microsoft Azure

The GCP + Azure Data Engineer Training program by Learnomate Technologies is designed for professionals who want to master data engineering skills across two of the world’s leading cloud platforms Google Cloud Platform (GCP) and Microsoft Azure.

Azure + GCP Data Engineer Training

Syllabus

  • Why we need Cloud
  • Overview of Google Cloud Platform (GCP)
  • Key GCP Services and Products
  • How to create Free Tier Account in GCP
  • Navigating the GCP Console
  • Configuring the GCP Console for Efficiency
  • Using the GCP Console for Service Management
  • Introduction to GCP Shell
  • Command-line Interface (CLI) Basics
  • GCP Shell Commands for Service Deployment and Management
  • Writing and Executing GCP SDK Commands
  • Understanding GCP Regions
  • Selecting Regions for Service Deployment
  • Impact of Region on Service Performance
  • Exploring GCP Zones
  • Distributing Resources Across Zones
  • High Availability and Disaster Recovery Considerations
  • Significance of Choosing the Right Location
  • Global vs. Regional Resources
  • Factors Influencing Location Decisions
  • Introduction to Identity and Access Management (IAM)
  • Users, Groups, and Service Accounts
  • Best Practices for Identity Management
  • GCP IAM Roles Overview
  • Defining Custom Roles
  • Role-Based Access Control (RBAC) Implementation
  • Resource-based Policies
  • Understanding and Implementing Organization Policies
  • Auditing and Monitoring Policies
  • GCP Resource Hierarchy Structure
  • Managing Resources in a Hierarchy
  • Organizational Structure Best Practices
  • Overview of Linux
  • Basic Command Line Interface (CLI)
  • GCP service-related commands
  • Python Basics- Strings, Operators, Numbers (Int, Float), Booleans
  • Data Types & Data Structures- Lists, Tuple, Dictionary, Sets
  • if, elif, else statements
  • for loops, while loops
  • Exception Handling
  • File I/O operations
  • Functions, Lambda Functions and Classes
  • Introduction to Cloud Storage
  • Cloud Storage Operations
  • Data Transfer and Lifecycle Management
  • Versioning and Object Versioning
  • Integration with Other GCP Services
  • Overview of Cloud SQL as a fully managed relational database service.
  • Supported database engines and use cases for Cloud SQL.
  • Creating MySQL or PostgreSQL instances.
  • Configuring database settings, users, and access controls
  • Importing and exporting data in Cloud SQL.
  • Configuring automated backups and performing manual backups.
  • Implementing high availability with failover replicas
  • Strategies for restoring data from backups.
  • Vertical and horizontal scaling options in Cloud SQL.
  • Performance optimization tips for database queries.
  • Monitoring and troubleshooting database performance.
  • Connecting Cloud SQL with App Engine, Compute Engine, and Kubernetes Engine.
  • Using Cloud SQL as a backend database for applications
  • Data synchronization with Cloud Storage and BigQuery.
  • Introduction to BigQuery
  • SQL Queries and Performance Optimization
  • Data Integration and Export
  • Configuring access controls and permissions in BigQuery
  • Integration with Other GCP Services
  • Introduction to DataProc
  • Cluster Creation and Configuration
  • Running Jobs on DataProc
  • Integration with Storage and BigQuery
  • Scaling and Automation
  • Introduction to DataFlow
  • Building Data Pipelin es with Apache Beam
  • Monitoring and Optimization
  • Integration with Other GCP Services
  • Introduction to Pub/Sub
  • Creating and Managing Topics and Subscriptions
  • Publishing and Consuming Messages
  • Error Handling and Retry Policies
  • Integration with Other GCP Services
  • Introduction to Composer
  • Creating and Managing Workflows
  • Integration with Data Engineering Services
  • Extending and Customizing Composer
  • Error Handling and Troubleshooting
  • Terraform Basics
  • Infrastructure Provisioning
  • Module and Provider Usage
  • Variables, Outputs, and Functions
  • Terraform Workflow and Best Practices
  • Overview of Azure Data Factory
  • Pipelines, activities, and triggers
  • Data integration and orchestration
  • Linked Services and Datasets
  • Pipelines and Activities
  • Triggers and Scheduling
  • Data Transformation and Mapping Data Flows
  • Mapping Data Flows
  • Overview of Azure Databricks
  • Workspace, Notebooks and Clusters
  • Data Integrastion and Exploration
  • Data Frames and Spark SQL
  • Basic ETL and workflows in Databricks
  • Advanced Databricks Features

KEY FEATURES

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Azure + GCP Data Engineer Training
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ONLINE / OFFLINE TRAINING

  • Icon Comprehensive Data Engineer Curriculum
  • Icon 100% practical sessions with real-time scenarios
  • Icon Lectures Delivered by our experts having 10+ years exp.
  • Icon 1 Year access for Recorded videos.
  • Icon Real-time projects and certificate guidance
  • Icon Placement assistance and career guidance
  • Icon Get Certificate on course completion

Training certificate

Obtaining Your Certification

Your certificate and skills are vital to the extent of jump-starting your career and giving you a chance to compete in a global space.

Upon successful completion of any course at Learnomate Technologies, participants receive a certificate attesting to their proficiency in the respective subject matter. These certificates serve as tangible evidence of the skills acquired during the training, enhancing the credibility of individuals in the job market and validating their expertise to potential employers.

Get your Certification
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Our Placements

We don't give just assurances, we actually placed candidates

Sumit Chauhan

Sumit Chauhan

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Autozilla

Pratik Pawar

Pratik Pawar

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Siddharth Menon

Siddharth Menon

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Abhishek Pillai

Abhishek Pillai

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Osfin.ai Data

Manish Thakur

Manish Thakur

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Tanvi Kulkarni

Tanvi Kulkarni

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Yash Desai

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Executive

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Nidhi Mishra

Nidhi Mishra

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Harsh Kulkarni

Harsh Kulkarni

Estrel.ai Software Engineer Trainee

Shreya Bansal

Shreya Bansal

Analyst

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Priya Choudhary

Priya Choudhary

Docs Analyst – Trainee

Simplify Healthcare

Nikhil Reddy

Nikhil Reddy

Trainee Docs Analyst

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Varun Joshi

Varun Joshi

Ltd Data Analyst Intern

Teleflex Medical Pvt

Rohit Agarwal

Rohit Agarwal

Ltd MIS Executive

Everest Fleet Pvt

Sneha Malhotra

Sneha Malhotra

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Pooja Nair

Pooja Nair

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Neha Patel

Neha Patel

Content Analyst

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Riya Mehta

Riya Mehta

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Kavya Iyer

Kavya Iyer

Data Analyst

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Pankaj Yadav

Pankaj Yadav

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Isha Singh

Isha Singh

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Deepak Tiwari

Deepak Tiwari

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Ankit Bansal

Ankit Bansal

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Flipkart

Mohit Saxena

Mohit Saxena

Data Analyst

Futurzhr (Flipkart)

Aditi Gupta

Aditi Gupta

Analyst

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Saurabh Mishra

Saurabh Mishra

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Numerator Client

Ananya Verma

Ananya Verma

Analyst

Numerator Client

Aman Choudhary

Aman Choudhary

Data Analyst

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Raj Malhotra

Raj Malhotra

LSEG Data Analyst

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Rahul Nair

Rahul Nair

Catalog Specialist

Amazon Catalog Specialist

Karan Patel

Karan Patel

Catalog Specialist

Amazon Catalog Specialist

Rohan Mehta

Rohan Mehta

Catalog Specialist

Amazon Catalog Specialist

Krishna Iyer

Krishna Iyer

Catalog Specialist

Amazon Catalog Specialist

Arjun Singh

Arjun Singh

Catalog Specialist

Amazon Catalog Specialist

Aditya Gupta

Aditya Gupta

Ltd Data Analyst intern

Analitica Insights Pvt

Aarohi Sharma

Aarohi Sharma

Catalog Specialist

Amazon Catalog Specialist

Vivaan Verma

Vivaan Verma

Catalog Specialist

Amazon Catalog Specialist

Aarav Sharma

Aarav Sharma

Catalog Specialist

Amazon Catalog Specialist

Harish Senapti

Harish Senapti

MIS Excuitive

Kored Infratech Pvt Ltd

Sourav Nayak

Sourav Nayak

Excuitive

Infratech Pvt Ltd MIS

Pritam Bhoi

Pritam Bhoi

analyst

Autoverse Data

Shruti Gaikwad

Shruti Gaikwad

(TWSOL) Data analyst

Teamware solutions

Kiara Singh

Kiara Singh

(TWSOL) Data analyst

Teamware solutions

Shreya Das

Shreya Das

analyst

Inito Data

Gitanjali Nayak

Gitanjali Nayak

Data Engineer

Celebal Technologies

Riya Sharma

Riya Sharma

Tableau Developer Intern

Analitica Insights Pvt. Ltd.

Anmol Sharma

Anmol Sharma

analyst

Inito Data quality

Sneha Choudhry

Sneha Choudhry

Data Engineer Intern

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Priyanka Mohanty

Priyanka Mohanty

Analytic Intern

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Arpita Sahoo

Arpita Sahoo

Function-Analyst Intern

Autoverse Mobility Catalogue

Rashmita Maharani

Rashmita Maharani

Function-Analyst Intern

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Ayush Das

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Operation Executive

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Saloni Ramchandra

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Associate

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Anish Behera

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Operation Executive

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Syed Rehzad Rehman

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Ltd Market Research Analsyt

Reanln Pvt

Bablu Sharma

Bablu Sharma

Operation Executive

Innov Flipkart

Pankaj Sharma

Pankaj Sharma

Intern- Claims Specialist

Aarete Technosoft Pvt Ltd

Pratyush Katkar

Pratyush Katkar

Business Analyst

Plussoft Technologies

Faisal Khan

Faisal Khan

Data Analyst

KIMS Hospitals

Spandan Jena

Spandan Jena

Trainee Business Analyst

Simplify Healthcare

Pritesh Katkar

Pritesh Katkar

Data Analyst

MPS Ltd Junior

Sumit Jena

Sumit Jena

Data Engineer

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Akshay Sutar

Akshay Sutar

AArete Trainee

Associate

Raju Shrivastava

Raju Shrivastava

Data Engineer

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Amar Shewale

Amar Shewale

Analyst

Autoverse Mobility

Arpita Pradhan

Arpita Pradhan

Data Analyst

Cadsys MIS Executive

Chetan Wargantiwar

Chetan Wargantiwar

Data Scientist

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shalini manchi

shalini manchi

Data Scientist

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Ganesh

Ganesh

Data Engineer

Maruthi suzuki - pro interactive

Jay Jirage

Jay Jirage

DevOps Engineer

Autoverse Mobility

Karuna Tasgave

Karuna Tasgave

Docs Analyst-Trainee

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Mujjafar Shaikh

Mujjafar Shaikh

Data Scientist

Global Associate

Pavan Vijapure

Pavan Vijapure

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Sachin Mandlik

Sachin Mandlik

Senior Data Engineer

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Sakshi Dhone

Sakshi Dhone

Data Analytics Intern

Vedyon Core Pvt Ltd

Suraj Pawale

Suraj Pawale

Data Analytics Intern

RedPluto Analytics

Sakshi Patil

Sakshi Patil

Data Analytics Intern

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Pooja

Pooja

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CRED

Testimonials

Testimonials
Arya Tandale
1 year student
review

Excellent training has been given by Ankush sir. We learned many things in Learnomate Technologies and very much helpfull to my carrier growth. Thanks a lot.

Testimonials
Anjali Pingle
1 year student
review

The session was really good. Please teach us oracle database installation so that we can practice with you. Also request you to take a live project to understand real life scenarios

Testimonials
Amit Nandi
1 year student
review

Learnomate technology is the best platform to gain and explore knowledge about Oracle DBA. First i saw their video from YouTube and then i enrolled core dba training and after that i also enrolled rac.

Testimonials
Jogu Darani
1 year student
review

I recently completed course at learnomate tecnologies and I am thrilled with the experience. The institute offers a wide range of courses tailored to current industry demands.

Testimonials
Rahul Kamle
1 year student
review

Learnomate Technology is a best training institute, I recommend those who wants to start their career in IT industry for fresher as well as non technical people. Thank you Ankush sir for your support and guidance.

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Frequently Asked Questions

This entire course content and our trainer helps you to get expertise and clear the certification program easily

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  • Team will provide you meeting details as soon as you make the payment
  • Every session will be recorded. Recording access will be available for One Year
  • We will do setup on personal laptop. Expecting student to have their personal laptop.

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