From Data to Insights with Google Cloud Platform (GCP)
Duration : 6 months Classes : 36 Days : Weekdays / Weekends
Powering the Future of Data and AI Google Cloud Platform (GCP) is the fastest-growing major cloud provider, renowned for its cutting-edge infrastructure, global network, and leadership in Data Analytics, Machine Learning, and Kubernetes. By mastering GCP, you align your career with the next generation of cloud technology, gaining the skills to leverage Google's proprietary global network and advanced services like BigQuery and Vertex AI. Our comprehensive GCP Fundamentals training provides a practical, hands-on introduction to the core compute, storage, and networking services, positioning you to build highly scalable, performant, and data-driven solutions in the cloud.
Practical Proficiency in Core GCP Services This intensive program focuses on providing hands-on competence across the most critical GCP services. You will learn to provision and manage virtual machines with Compute Engine, deploy containerized applications using Google Kubernetes Engine (GKE), and implement globally scalable storage solutions with Cloud Storage. Crucially, the training covers essential concepts like the GCP Resource Hierarchy and IAM for robust security, ensuring you can navigate the platform with confidence. This practical focus ensures you move beyond theoretical knowledge to effectively design and manage cloud resources using the Google Cloud console and command-line tools.
Career Advancement in Data Engineering and Cloud Architecture A strong foundation in GCP is a key differentiator in the job market, unlocking specialized roles in Data Engineering, AI/ML Operations, and Cloud Architecture. This course prepares you to pursue industry-recognized certifications like the Cloud Digital Leader or Associate Cloud Engineer. By mastering GCP's core services, you equip yourself with the specialized knowledge to build solutions that benefit from Google's unique strengths in data processing and global networking, accelerating your career growth in the most innovative sectors of technology.
Target Audience:-
- Developers & DevOps Engineers
- Data Analysts & Data Engineers
- IT Professionals & System Administrators
- Certification Seekers
Learning Outcomes:-
- Understand GCP Architecture
- Manage Compute Resources
- Utilize Storage Services
- Secure Cloud Environments (IAM)
- Implement Networking Basics (VPC)
- Explore Containerization (GKE Intro)
Course Format:-
✔ The course shall be delivered through a combination of lectures, interactive discussions & case studies
✔ Participants are exposed to practical exercises and new-age projects, where they learn by doing
✔ Participants shall have access to online resources, including reading materials, videos & business simulations
✔ Students shall receive all the study material
✔ Guest speakers from the industry may be invited to share insights and experiences
✔ Regular assessments and quizzes will be conducted to reinforce learning
✔ This is a Classroom only training
✔ Corporates: We understand your specific needs and goals. Contact us for customizations to this training
Trainers:-
✔ Equipped with multidisciplinary backgrounds
✔ Experts from the field of Maths, Financial Markets, AIML, Data Science & Management
✔ Each with over 25+ years of International experience working in EU / US / Australia
✔ All our trainers are Highly Qualified and Certified, in their respective subject areas
This syllabus provides a structured, module-by-module breakdown of this comprehensive training program focused on participants overall performance, retention, and engagement, covering foundational theory, implementation, best industry practices and advanced techniques in the subject.
Module 1: Introduction to Cloud & GCP
✔ What is cloud computing: IaaS, PaaS, SaaS
✔ Overview of GCP services and global infrastructure
✔ GCP console, Cloud Shell, and SDK setup
✔ Creating and managing GCP projects and billing accounts
Module 2: Core Services - Compute, Storage & Networking
✔ Compute Engine: VM instances, images, SSH access
✔ Cloud Storage: buckets, objects, lifecycle rules
✔ Persistent disks and snapshots
✔ VPC networks, subnets, firewalls, and load balancing
Module 3: Identity, Access & Security
✔ IAM: roles, policies, and service accounts
✔ Resource hierarchy: organization, folders, projects
✔ Managing permissions and audit logs
✔ Security best practices and encryption with Cloud KMS
Module 4: Databases & Serverless Computing
✔ Cloud SQL: relational database setup and backups
✔ Firestore and Bigtable: NoSQL options
✔ Cloud Functions: writing and deploying serverless code
✔ Event-driven architecture with Pub/Sub and Cloud Tasks
Module 5: Monitoring, Logging & Automation
✔ Cloud Monitoring: dashboards, alerts, uptime checks
✔ Cloud Logging: log sinks, filters, and exports
✔ Infrastructure as Code with Deployment Manager and Terraform
✔ Automating tasks with Cloud Scheduler and Workflows
Module 6: App Deployment & Cost Optimization
✔ App Engine: deploying scalable web apps
✔ Cloud Run and Kubernetes Engine (GKE) basics
✔ Managing quotas and budgets
✔ Cost optimization tools: Pricing Calculator, Recommender
Module 7: Capstone Project & Certification Prep
✔ Building and deploying a full-stack cloud application
✔ Applying security, scalability, and automation best practices
✔ Preparing for GCP certifications (ACE, PCA, PDE)
✔ Resume tips and interview preparation
Student Reviews
Bhawana
Fabulous NLP + ML course
I have eleven plus years of experience taking training courses. I do not usually complete surveys.
Your instructor was excellent, the best I've experienced on a software subject, and I couldn't imagine him doing a better job of seamlessly walking students through a breadth of information for such complex subject like AI and ML. he did a fabulous job pacing everything and addressing student questions. I am very impressed.
Harish
Excellent ML course!
The course was well structured and easy to understand. Good pace of learning.
The institute believes to provide knowledge as well as guidance in detail to each & every student.
I completed my ML course from the institute. Their international exp does help a lot !
Thanks for the training sir.