Custom Machine Types

Quality Thoughts – Best GCP Cloud Engineering Training Institute in Hyderabad

If you're aspiring to become a certified the Best GCP Cloud Engineer, training in Hyderabad look no further than Quality Thoughts, Hyderabad’s premier institute for Google Cloud Platform (GCP) training. Our course is expertly designed to help graduates, postgraduates, and even working professionals from non-technical backgrounds, education gaps, or those looking to switch job domains build a strong foundation in cloud computing using GCP.

At Quality Thoughts, we focus on hands-on, real-time learning. Our training is not just theory-heavy – it’s practical and deeply focused on industry use cases. We offer a live intensive internship program guided by industry experts and certified cloud architects. This ensures every candidate gains real-world experience with tools such as BigQuery, Cloud Storage, Dataflow, Pub/Sub, Dataproc, Cloud Functions, and IAM.

Our curriculum is structured to cover everything from GCP fundamentals to advanced topics like data engineering pipelines, automation, infrastructure provisioning, and cloud-native application deployment. The training is blended with certification preparation, helping you crack GCP Associate and Professional level exams like the Professional Data Engineer or Cloud Architect.

What makes our program unique is the personalized mentorship we provide. Whether you're a fresh graduate, a postgraduate with an education gap, or a working professional from a non-IT domain, we tailor your training path to suit your career goals.

Our batch timings are flexible with evening, weekend, and fast-track options for working professionals. We also support learners with resume preparation, mock interviews, and placement assistance so you’re ready for job roles like Cloud Engineer, Cloud Data Engineer, DevOps Engineer, or GCP Solution Architect.

🔹 Key Features:

GCP Fundamentals + Advanced Concepts

Real-time Projects with Cloud Data Pipelines

Live Intensive Internship by Industry Experts

Placement-focused Curriculum

Flexible Batches (Weekend & Evening)

Resume Building & Mock Interviews

Hands-on Labs using GCP Console and SDK 

Custom Machine Types

Custom Machine Types in Google Cloud’s Compute Engine allow you to create virtual machines (VMs) with a specific number of virtual CPUs (vCPUs) and amount of memory, tailored exactly to your workload requirements. Unlike predefined machine types that offer fixed vCPU and memory configurations, custom machine types provide flexibility, performance optimization, and cost-efficiency.


With Custom Machine Types, you can configure VMs with 1 to 96 vCPUs and up to 8 GB of memory per vCPU. This is useful for workloads that don’t fit standard sizes — for example, if you need more memory but fewer CPUs, or vice versa. This granular control helps you avoid overpaying for unused resources.


Creating a custom machine type is simple through the Google Cloud Console, gcloud CLI, or API. You just specify the desired vCPU and memory when configuring a new VM. Google Cloud ensures these machines run on the same infrastructure as standard VMs, offering the same reliability and performance.


Custom Machine Types are available for general-purpose (E2, N2, N2D) and compute-optimized (C2) families. They are ideal for diverse workloads, such as web servers, small databases, development environments, or applications with unusual performance patterns.


They also work seamlessly with features like autoscaling, managed instance groups, and sustained use discounts, which further reduce costs. Overall, Custom Machine Types give you the freedom to match your VM configuration precisely to your needs, improving resource utilization and optimizing budget.

Read More

Cloud Identity Basics

GCP Console and Cloud Shel

GCP Pricing Calculator

GCP Projects and Billing Accounts

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