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Cloud Computing

Avanteia Course Details
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Cloud Computing: Level-02

(1,230 reviews)
author
Created by
Avanteia

Total Enrolled

12,580

Last Update

15 September 2024

Category

Cloud Computing

Introduction to Cloud Computing: level-02

Overview:

  • Master scalable cloud architecture, DevOps, and serverless computing. Build resilient, enterprise-grade systems with CI/CD pipelines.
  • Duration: 3 Months

Topics Covered:

  • Advanced cloud architecture and design patterns
  • Cloud-native application development and microservices
  • Advanced data management and analytics in the cloud
  • Multi-cloud and hybrid cloud strategies
  • Compliance, governance, and advanced security practices

Syllabus

Module 1: Introduction to Cloud Computing
  • What is Cloud Computing?
  • Types of Cloud (Public, Private, Hybrid)
  • Service Models: IaaS, PaaS, SaaS
  • Cloud deployment case studies

LAB 1
  • Create a free account on AWS / Google Cloud / Azure
  • Launch a free-tier VM instance

Module 2: Virtualization & Cloud Infrastructure
  • Virtual Machines vs Containers
  • Hypervisors (Type 1, Type 2)
  • Cloud Data Centers & Virtualization

LAB 2
  • Install VirtualBox or VMware Player
  • Launch Ubuntu VM locally
  • Compare VM vs Container (Docker Hello World)

Module 3 : Cloud Storage & File Systems
  • Object storage (S3, Blob, GCS)
  • Block storage vs File storage
  • Backup & disaster recovery in cloud

LAB 3
  • Upload/download files to AWS S3 free tier
  • Mount Google Drive in Colab
  • Create storage buckets in Google Cloud

Module 4 : Networking in Cloud
  • VPC (Virtual Private Cloud)
  • Subnets, IPs, DNS, Load Balancers
  • Firewalls & Security Groups

LAB 4
  • Create a VPC in AWS/Azure/GCP
  • Deploy a simple web server with public IP

Module 5 : Cloud Security & Identity Management
  • Shared Security Model
  • IAM (Identity & Access Management)
  • Cloud security best practices

LAB 5
  • Create IAM users & roles in AWS
  • Apply permissions & policies

Module 6 : Compute Services & Auto Scaling
  • EC2, Compute Engine, Azure VM
  • Auto Scaling & Load Balancing
  • Spot instances & Reserved instances

LAB 6
  • Deploy a web application on AWS EC2
  • Configure auto scaling group

Module 7 : Containers & Kubernetes
  • Introduction to Docker & containerization
  • Kubernetes architecture & orchestration
  • Minikube for local testing

LAB 7
  • Run Docker Hello World
  • Deploy a containerized app on Minikube (local K8s)
  • Use Google Kubernetes Engine (free credits)

Module 8 : Cloud Databases
  • RDS, Cloud SQL, DynamoDB, CosmosDB, BigQuery
  • SQL vs NoSQL in cloud
  • Scaling databases in cloud

LAB 8
  • Create a free Cloud SQL / RDS instance
  • Connect database with a Python app

Module 9 : Serverless Computing & Cloud Functions
  • What is serverless? (FaaS model)
  • AWS Lambda, Google Cloud Functions, Azure Functions
  • Use cases: event-driven apps, chatbots, API automation

LAB 9
  • Deploy a Hello World Lambda function
  • Trigger function on file upload (S3/Cloud Storage)

Module 10 : DevOps & Cloud Automation
  • CI/CD pipelines
  • Infrastructure as Code (IaC) with Terraform
  • Cloud monitoring (CloudWatch, Stackdriver, Azure Monitor)

LAB 10
  • Build a CI/CD pipeline with GitHub Actions + AWS
  • Write a simple Terraform script to deploy VM

Module 11 : Big Data & AI in Cloud
  • Cloud for Big Data (Hadoop, Spark on Cloud)
  • AI/ML services (AWS Sagemaker, Google AI Platform, Azure ML Studio)
  • Data pipelines in cloud

LAB 11
  • Run a BigQuery query on Google Cloud free tier
  • Train ML model in Google Colab + GCP AI

Module 12 : Cloud Projects & Deployment
  • End-to-End Cloud Project Lifecycle
  • Cloud cost management & optimization
  • Industry best practices & certifications (AWS, GCP, Azure)

LAB 12
  • Deploy an end-to-end project: Web App + Database + Storage + CI/CD pipeline
  • Host it on Streamlit Cloud/Heroku/AWS free tier


Learning Outcome

  • Master complex cloud architectures, develop cloud-native applications, manage and analyze data at scale, and implement advanced security and governance strategies.

Internship: Free internship opportunity included (Duration: 3 months)

Reviews

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    Mansi Manjrekar

    Avanteia offers the best IT courses in Goa! I enrolled for Digital Marketing and my friend joined Web Development – both of us got hands-on training with real projects. Highly recommend for job-seekers and students!

  • image
    Tanraj Simones

    This is the only institute in Goa that truly focuses on career growth. Whether it's Cybersecurity, Blockchain or Digital Marketing, the trainers are super helpful and the learning is very practical.

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    Barkelo Gaonkar

    Avanteia Courses are industry-ready and job-focused. I loved the practical sessions, internship support, and certifications. If you're in Goa and serious about IT skills, this is the place to join.

🛣️ Cloud Computing Roadmap for Level 2 (Advanced)

Advance your cloud expertise with infrastructure automation, security practices, and real-world deployment techniques using multi-cloud strategies and DevOps workflows.

1
Step 1
🚀

Cloud Computing Level 02

Master advanced cloud concepts such as serverless computing, cloud automation, big data, AI integration, and full-scale cloud project deployment.

2
Step 2
🧑‍💻

Internship

Work on advanced cloud computing projects during a free 1-year internship to gain hands-on experience.

1 Year
FREE
3
Step 3
📝

Mini Project

Complete practical mini projects to demonstrate expertise in cloud architecture, automation, and AI cloud services.

6 Months
4
Step 4
💼

Expected Jobs

Aim for senior roles such as Cloud Solutions Architect, DevOps Lead, Cloud Security Expert, and Cloud Infrastructure Manager.

Cloud Solutions Architect
DevOps Lead
Cloud Security Expert
Cloud Infrastructure Manager
Site Reliability Engineer
🎯

🏆 Career Destinations

Entry-level (India)
₹5–10 LPA
Mid-level (India)
₹12–25 LPA
Senior-level (India)
₹30–55 LPA+
🌎 Global Roles
$75,000–$150,000