Cloud Architect Masters Program

2.1: Configure and manage Azure Policy 

2.2: Configure resource locks 

2.3: Apply and manage tags on resources

2.4: Identity Access Management

2.5: Azure Active Directory

2.6: Multi-Factor Authentication

2.7: Self-Service Password Reset

2.8: Azure AD Identity Protection

2.9: Azure AD Conditional Access

2.10: Azure AD Domains and Tenants

2.11: Azure AD Domain Services

2.12: Azure AD Join

2.13: Azure AD Single Sign-On

2.14: Manage Azure AD Objects

• Hands On:

• Configure Self-Service Password Reset
• Implement Azure AD Identity Protection
• Configure Domains and Tenants, Users and Groups
• Enable Azure AD Domain Services

3.1: Network access configuration to storage accounts 

3.2: Storage account creation and configuration 

3.3: Shared access signature tokens generation

3.4: Stored access policies configuration

3.5: Access keys management

3.6: Azure AD authentication configuration for a storage account 

3.7: Storage encryption configuration

3.8: Azure Blob Storage and Azure Files configuration

3.9: Create an Azure file share 

3.10: Configure Azure Blob Storage 

3.11: Storage tiers configuration

3.12: Blob lifecycle management configuration

• Hands On:

• Create Azure Storage accounts
• Manage storage using Azure Storage Explorer
• Copy data by using AZCopy
• Secure storage using SAS
• Implement Blobs and Files storages
• Implement Table storage

4.1: ARM template modification

4.2: Template deployment 

4.3: Save a deployment as an ARM template 

4.4: Deploy virtual machine (VM) extensions, create and configure VMs 

4.5: Create a VM 

4.6: Using the Azure Compute Gallery to manage images 

4.7: Azure Disk Encryption configuration

4.8: Move VMs from one to another resource group 

4.9: VM sizes management

4.10: Data disks addition 

4.11: VM network settings configuration

4.12: VM availability options configuration

4.13: Configuring and deploying VM scale sets

4.14: Creating a Linux Virtual Machine

4.15: Azure Kubernetes Service (AKS)

4.16: Azure Container Instances (ACI)

4.17: App Service

4.18: App Service Plans

• Hands On:

• Create Windows VMs in the Azure Portal
• Create Windows VMs with Azure PowerShell
• Create VMs using ARM Templates
• Deploy custom server images
• Configure Azure Kubernetes Service (AKS)
• Create a Web App Service

5.1: Virtual networks and subnets creation and configuration

5.2: Create and configure Virtual network peering 

5.3: Private and public IP addresses configuration

5.4: User-defined network routes configuration

5.5: Configure Azure DNS. Configure secure access to virtual networks 

5.6: Application Security Groups (ASGs) and Network Security Groups (NSGs) creation and configuration

5.7: Effective security rules evaluation

5.8: Azure Bastion implementation 

5.9: Load balancing Monitor virtual networking troubleshooting

5.10: On-premises connectivity monitoring

5.11: Azure Monitor for networks configuration and use

5.12: Use Azure Network Watcher 

5.13: External networking troubleshooting

5.14: Virtual network connectivity troubleshooting

• Hands On:

• Create and Configure Point-to-Site Connection 
• Configure Azure ExpressRoute
• Configure Azure Virtual WAN
• Implement Network Watcher

6.1: Metrics configuration and interpretation

6.2: Azure Monitor Logs configuration 

6.3: Alerts and actions set up

6.4: Use VM insights to configure monitoring of VMs, storage accounts, and networks

6.5: Backup and recovery implementation 

6.6: Azure Recovery Services vault creation

6.7: Azure Backup vault creation

6.8: Backup policy creation and configuration

6.9: Use Azure Backup to perform backup and restore operations

6.10: Configure Azure Site Recovery for Azure resources 

6.11: Use Azure Site Recovery to perform a failover to a secondary region 

6.12: Backup reports configuring and reviewing

• Hands On:

• Configure and interpret azure metrics
• Configure Log Analytics
• Query and analyze logs
• Set up alerts and actions
• Create a Recovery Services Vault
• Backing up and restoring a Virtual Machine

2.1: EC2 Walkthrough

2.2: Installation of DevOps Tools in the Cloud

• ELK
• Git
• Puppet
• Docker
• Selenium
• Ansible
• Jenkins
• Kubernetes

3.1: What is Version Control?
3.2: Types of Version Control System
3.3: Introduction to SVN
3.4: Introduction to Git
3.5: Git Lifecycle
3.6 : Common Git Commands
3.7 : Working with Branches in Git
3.8 : Merging Branches
3.9 : Resolving Merge Conflicts
3.10 : Git Workflow

• Hands On:

• Git Life cycle Commands
• Stashing Code in Git
• Creating, Deleting Git Branches
• Pushing Code to GitHub
• Reverting a Push to GitHub
• Using Git to merge branches
• Using Git rebase to merge branches
• Using git merge tool to resolve merge conflicts 

4.1: Introduction to Docker

 4.2: Understanding Docker Lifecycle

 4.3: Components of Docker Ecosystem

 4.4: Common Docker Operations

 4.5: Creating a DockerHub Account

 4.6: Committing changes in a Container

 4.7: Pushing a Container Image to DockerHub

 4.8: Using Dockerfile to create Custom Docker Images

• Hands On:

• Common Docker Operations
• Creating a DockerHub Account
• Committing Changes to a Container
• Pushing container to DockerHub
• Creating Local Image Repository
• Building an Image using Dockerfile

5.1: Need for Configuration Management

 5.2: Configuration Management Tools

 5.3: What is Puppet

 5.4: Puppet Architecture

 5.5: Using Puppet to set up Master-Slave 

 5.6: Puppet Manifests

 5.7: Puppet Modules

 5.8: Using Puppet to apply configuration

 5.9: Puppet File Server

• Hands On:

• Setting up Master-Slave on AWS
• Testing Connection of nodes with Puppet
• Creating a Manifest
• Deploying Manifest on Node
• Creating a Module
• Using Puppet Modules and Manifests to deploy sample software on nodes 
• Implementing a File Server Module on Puppet

6.1: What is Ansible?

 6.2: Ansible vs Puppet

 6.3: Ansible Architecture

 6.4: Using Ansible to set up Master-Slave 

 6.5: Ansible Playbook

 6.6: Ansible Roles

 6.7: Using Ansible for applying configuration 

• Hands On:

• Installing Ansible on AWS
• Creating a Playbook using YAML
• Creating an Ansible Role
• Using Roles in Playbook

7.1: What is Continuous Testing?

 7.2: What is Maven?

 7.3: Introduction to Selenium

 7.3: Running Test Cases on Chromium Web Driver

 7.4: What is Headless Mode?

• Hands On:

• Using Maven to import dependencies in Eclipse
• Implementing a headless test using Chrome WebDriver

8.1: Introduction to Continuous Integration

 8.2: Jenkins Master-Slave Architecture

 8.3: Understanding CI/CD Pipelines

 8.4: Creating an end-to-end automated CI/CD Pipeline

• Hands On:

• Creating a Jenkins Master-Slave on AWS
• Installing Plug-ins in Jenkins
• Creating Jenkins Builds
• Creating Scheduled Builds
• Triggering Jobs using Git Webhooks
• Using the Pipeline Plugin in Jenkins

9.1: Introduction to Kubernetes

 9.2: Docker Swarm vs Kubernetes

 9.3: Kubernetes Architecture

 9.4: Deploying Kubernetes using Kubeadms

 9.5: Alternate ways of deploying Kubernetes

 9.6: YAML Files

 9.7: Creating a Deployment in Kubernetes using YAML

 9.8: Services in Kubernetes

 9.9: Ingress in Kubernetes

 9.10: Case Study – Kubernetes Architecture

• Hands On:

• Setting up Kubernetes using kubeadm
• Installing Kubernetes using kops and GCK
• Creating a Deployment
• Creating Services
• Creating an Ingress
• Demonstrating the use of Ingress, services, and deployments together

10.1: What are volumes?

 10.2: Types of volumes

 10.3: Persistent volumes

 10.4: Introduction to secrets

 10.5: Taints and tolerations

 10.6: Introduction to Federation

 10.7: Kubernetes Monitoring

 10.8: Setting up Prometheus

 10.9: Setting up Grafana

• Hands On:

• Creating volumes
• Creating Persistent Volumes
• Creating and working with secrets, Taints, and Tolerations
• Controlling clusters from the outside
• Setting up and working with Prometheus
• Setting up and working with Grafana

1.1: Agenda

 11.2: What is ELK?

 11.3: Components of ELK

 11.4: ELK Flow

 11.5: Features of ELK

 11.6: ELK installation

• Hands On:

• Analyzing Apache Logs with Logstash & Kibana
• Analyzing .csv logs with Logstash & Kibana
• Analyzing Real-Time Web Logs with Beats & Kibana

12.1: What is Infrastructure as a code

 12.2: IaC vs Configuration Management

 12.3: Introduction to Terraform

 12.4: Installing Terraform on AWS

 12.5: Basic Operations in Terraform

• init
• plan
• apply
• destroy

12.6 : Terraform Code Basics

 12.7 : Deploying an end-to-end architecture on AWS using Terraform

Hands-on:

• Installing Terraform
• Initializing AWS Terraform Provider
• Creating an EC2 instance using Terraform
• Updating changes to EC2 using Terraform
• Destroying EC2 using Terraform
• Deploying EC2 inside a custom VPC using Terraform

2.1: Accepting user input and eval function

2.2: Files input/output functions

2.3: Tuples

2.4: Lists

2.5: Strings manipulation

2.6: Sets and set operations

2.7: Python dictionary

• Hands On:

• File handling
• Creating tuples, list
• Creating dictionary
• Working with sets
• Working with strings

3.1: User-defined functions

3.2: Parameters of Function

3.3: Different types of arguments

3.4: Global keyword

3.5: Global variables

3.6: Lambda functions

3.7: Built-in functions

3.8: Object-oriented concepts

3.9: Private, protected, and public attributes

3.10: Class variable and instance variable

3.11: Constructor and destructor

3.12: Inheritance and types of inheritance

3.13: Method resolution order

3.14: Overloading and overriding

3.15: Getter and setter methods

• Hands On:

• Working with functions
• Using built-in functions
• Creating lambda functions
• Inheritance case study
• Implementing object-oriented concepts

4.1: Standard libraries

4.2: Packages and import statements

4.3: Reload function

4.4: Creating a module

4.5: Important modules in Python

4.6: Sys module

4.7: OS module

4.8: Date-time module

4.9: Math module

4.10: JSON module

4.11: Random module

4.12: Regular expression

4.13: Exception handling

• Hands On:

• Working with packages and modules
• Creating regular expressions
• Handling errors and exceptions

5.1: Basics of data analysis

5.2: NumPy – Arrays

5.3: Array operations

5.4: Indexing, slicing, and Iterating

5.5: NumPy array attributes

5.6: Matrix product

5.7: NumPy functions

5.8: Array manipulation

5.9: File handling using NumPy

• Hands On:

• Matrix Product and aggregate functions using Numpy
• Array Creation and logic functions

6.1: Introduction to Pandas

6.2: Data structures in Pandas

6.3: Series

6.4: Data Frames

6.5: Importing and exporting files in Python

6.6: Basic functionalities of a data object

6.7: Merging of data objects

6.8: Pivoting a data frame

6.9: Concatenation of data objects

6.10: Types of joins on data objects

6.11: Data cleaning using Pandas

6.12: Exploring datasets

• Hands On:

• Functionality of series
• The Functionality of data frame
• Combining data from a dataset
• Data cleaning

7.1: Why data visualization?

7.2: Seaborn

7.3: Matplotlib library

7.4: Line plots

7.5: Multiline plots

7.6: Bar plot

7.7: Pie chart

7.8: Histogram

7.9: Boxplot

7.10: Scatter plot

7.11: Saving charts

7.10: Customizing visualizations

7.11: Saving plots

7.12: Subplots

7.13: Heatmaps

7.14: Grids

• Hands On:

• Plotting different types of charts
• Customizing visualizations using Matplotlib
• Customizing visualizations and subplots

8.1: Ipywidgets package

8.2: Boolean widgets

8.3: Numeric widgets

8.4: String widgets

8.5: Selection widgets

8.6: Color picker

8.7: Date picker

8.8: Container widgets

8.9: Creating a GUI application

• Hands On:

• Creating GUI elements
• Creating an application containing GUI elements

9.1: Use of Pandas library

9.2: Use of Folium library

9.3: Developing web map using Folium and Pandas

9.4: Flow Chart of web map application

9.5: Reading Information from a titanic dataset and representing it using plots

• Hands On:

• Creating web map

10.1: Beautiful Soup library

10.2: Requests library

10.3: Scrapy

10.4: Scrap All hyperlinks from a webpage using Beautiful Soup and Requests

10.5: Plotting scatterplots using Bokeh

10.6: Plotting charts using Bokeh

10.7: Face detection using OpenCV

10.8: Image editing using OpenCV

10.9: Motion detection and capturing video

• Hands On:

• Face detection
• Web scraping
• Motion detection

11.1: Basics of database management
11.2: Python MySql
11.3: Create a database
11.4: Create a table
11.5: Insert into table
11.6: Select query
11.7: Where clause
11.8: OrderBy clause
11.9: Delete query
11.10: Drop table
11.11: Update query
11.12: Limit clause
11.13: Join and Self-Join
11.14: MongoDB (Unstructured)
11.15: Insert_one query
11.16: Insert_many query
11.17: Update_one query
11.18: Update_many query
11.19: Create_index query
11.20: Drop_index query
11.21: Delete and drop collections
11.22: Limit query

• Hands On:

CRUD operations using MongoDB and Python MySql