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GCP
Google Cloud Platform (GCP)
Google Cloud Platform (GCP)
Curriculum
10 Sections
40 Lessons
10 Weeks
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Introduction to Google Cloud Platform (GCP)
4
1.0
Overview of cloud computing and GCP
1.1
Setting up a free GCP account and exploring the GCP Console
1.1
Introduction to GCP core services and regions
1.2
Hands-on: Navigating GCP Console and deploying a basic service
Compute Services with Compute Engine
4
2.0
Introduction to Infrastructure as a Service (IaaS) on GCP
2.0
Creating and managing virtual machines using Compute Engine
2.0
Configuring autoscaling and load balancing for Compute Engine VMs
2.1
Hands-on: Deploying and scaling virtual machines on GCP
Storage Solutions on GCP
4
3.0
Overview of GCP storage services: Cloud Storage, Persistent Disks, and Filestore
3.0
Managing data using Cloud Storage buckets
3.0
Implementing security, redundancy, and lifecycle policies
3.1
Hands-on: Using Cloud Storage for data management
Networking in GCP
4
4.0
Introduction to Virtual Private Cloud (VPC)
4.0
Configuring subnets, firewalls, and IP addressing
4.0
Setting up VPN and Interconnect for hybrid cloud solutions
4.1
Hands-on: Creating a secure VPC and networking architecture in GCP
GCP Managed Databases
4
5.0
Introduction to GCP database services: Cloud SQL, Firestore, and BigQuery
5.0
Deploying and managing Cloud SQL (MySQL/PostgreSQL) databases
5.0
Using Firestore for NoSQL databases and BigQuery for large-scale analytics
5.1
Hands-on: Managing databases in GCP with Cloud SQL and Firestore
Containerization and Kubernetes on GCP
4
6.0
Introduction to Google Kubernetes Engine (GKE)
6.0
Creating and managing Kubernetes clusters using GKE
6.0
Deploying containerized applications using Docker and Kubernetes
6.1
Hands-on: Deploying and managing a containerized app with GKE
Serverless Computing with Cloud Functions and App Engine
4
7.0
Introduction to Platform as a Service (PaaS) on GCP
7.0
Deploying serverless applications using Cloud Functions and App Engine
7.0
Managing scaling, security, and monitoring for serverless applications
7.1
Hands-on: Building a serverless application on GCP
Security and Identity Management on GCP
4
8.0
Introduction to security best practices on GCP
8.1
Managing users and roles with Identity and Access Management (IAM)
8.1
Implementing encryption, security keys, and firewall rules
8.2
Hands-on: Securing GCP resources with IAM and encryption
Monitoring and Logging with Stackdriver
4
9.0
Overview of monitoring and logging in GCP with Stackdriver
9.0
Setting up Stackdriver Monitoring, Logging, and Trace
9.1
Implementing alerting and performance monitoring for applications
9.1
Hands-on: Monitoring and optimizing a GCP-based application
Machine Learning and Big Data on GCP
4
10.0
Introduction to Google Cloud AI and ML services
10.1
Exploring BigQuery for large-scale data analytics
10.1
Using Cloud AutoML and TensorFlow on GCP for ML models
10.2
Hands-on: Running an ML model on GCP using AutoML
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