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Cursor Insert India
Google Cloud
Google Cloud
Course Description
Module 1: Introduction to Google Cloud Platform (GCP)
- Overview of Cloud Computing (IaaS, PaaS, SaaS)
- Google Cloud vs. AWS vs. Azure – Key Differences
- Setting Up a Google Cloud Account & Billing Management
- Google Cloud Free Tier & Pricing Model
Module 2: Core GCP Services & Architecture
- Compute Services: Compute Engine (VMs), Kubernetes Engine (GKE), App Engine, Cloud Functions
- Storage & Databases: Cloud Storage, Bigtable, Firestore, Cloud SQL
- Networking: VPC, Load Balancing, Cloud CDN, Cloud DNS
- Security & IAM: Identity & Access Management, Encryption, Cloud Security Best Practices
Module 3: Virtual Machines & Containerization
- Creating & Managing Virtual Machines (VMs) with Compute Engine
- Introduction to Kubernetes & Google Kubernetes Engine (GKE)
- Deploying Scalable Applications Using Containers
- Autoscaling & Load Balancing
Module 4: Cloud Storage & Database Management
- Cloud Storage Buckets & Lifecycle Management
- Managing Cloud SQL, Firestore, and Bigtable
- Data Migration & Backup Strategies
- NoSQL vs. SQL Databases in Google Cloud
Module 5: Networking & Security in GCP
- VPC Design & Network Peering
- Firewalls & Security Groups
- Private Connectivity: VPN, Cloud Interconnect
- Identity & Access Management (IAM) Policies
Module 6: Data Analytics & Machine Learning on GCP
- Introduction to BigQuery for Data Analytics
- Running ML Models with AI Platform & TensorFlow
- AutoML for No-Code Machine Learning
- Real-Time Data Processing with Pub/Sub & Dataflow
Module 7: DevOps & Automation with Google Cloud
- Infrastructure as Code (IaC) using Terraform
- CI/CD Pipelines with Cloud Build & GitOps
- Logging & Monitoring with Cloud Operations Suite
- Serverless Computing with Cloud Functions & App Engine
Module 8: Google Cloud Security & Compliance
- Data Encryption & Identity Protection
- Security Command Center & Threat Detection
- Compliance with GDPR, HIPAA, and ISO Standards
- Incident Response & Disaster Recovery
Module 9: Google Cloud Solutions & Case Studies
- Hosting Websites & Applications on GCP
- Cloud Solutions for AI, IoT & Gaming
- Hybrid & Multi-Cloud Strategies
- Cost Optimization Best Practices
Course Syllabus
1: Introduction to Google Cloud Platform (GCP)
2: Core GCP Services & Architecture
3: Virtual Machines & Containerization
4: Cloud Storage & Database Management
5: Networking & Security in GCP
6: Data Analytics & Machine Learning on GCP
7: DevOps & Automation with Google Cloud
8: Google Cloud Security & Compliance
9: Google Cloud Solutions & Case Studies
Duration: 6 Months
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