Basic Python (Part-I)

Introduction

• Why Learn Python?
• Characteristics of Python
• Evolution of python
• Applications of Python

Installation of Python

• Local Environment Setup
• Installing Python
• Anaconda installation

Python Variables

• Multiple Assignment

Basic Operators

• Arithmetic Operators
• Comparison (Relational) Operators
• Assignment Operators
• Logical Operators
• Bitwise Operators
• Membership Operators
• Identity Operators

Decision Making

• If statement
• If…else statement
• Nested if statement

Loop Control Statements

• While loop
• For loop
• Nested loop

Recursion

Generator

• yield statement
• Difference b/w yield and return statement

Iterator

• iter() function
• next() function

Ternary operator

Special functions

• Lambda
• Filter
• Map
• Reduce

Indexing & Slicing

Primitive data types

• Integers
• Float
• Strings
• Boolean

Non-primitive data types

• List
• Tuple
• Dictionary

Built-in functions

Accepting Inputs

• Getting single input
• Multiple input
• eval function

Python (Part II)

Collections

• Counter
• Deque
• Chainmap
• OrderedDict
• Defaultdict
• Namedtuple
• Heapqueue

Module

• What are modules?
• Installation of Modules
• Properties of modules

Functions

Regular expression

• match function
• Search function
• Search and replace

File handling

• Reading and writing files
• Creating new file
• Modify the content
• Delete the file
• Write to an existing file

Exception handling

• try…except
• ..except..else
• try…finally

Indexing & Slicing

 

Advance Python

Object-Oriented Programming (OOPS)

• What is OOPS
• Difference b/w regular programming and OOPS
• OOPS Concepts
• Classes & Objects
• Constructor
• Destructor
• Inheritance
• Encapsulation
• Abstraction
• Polymorphism
• super keyword
• Operator overloading

Multi-threading

• Creating and starting a thread
• Thread module
• Improving the performance using threading
• Ways to implement threads

Multi-processing

• The basic concept of multi-processing
• Multi-processing vs multi-threading

Async in Python

• Why async script is faster?
• Async implementation

MySQL with Python

• Integrating MySQL with Python
• Creating Database
• INSERT Operation
• READ Operation
• Update Operation
• DELETE Operation
• Handling Errors
• Running Queries
• Data Retrieval

Web scraping

• What is Python scrapy?
• Extracting content from a simple website
• How to deal with complex websites?
• Integrating database with scrapy

Graphical User Interface (GUI)

• Python Tkinter
• Creating our own application

Sending mail in Python

• Introduction to Python mailing
• Mail with attachment
• Mail with HTML script

Flask (Web framework)

• Introduction to web frameworks
• Installation and procedures
• Building websites
• Flask Applications
• Creating our own website

Deployment

• Introduction for deployment
• Local environment deployment
• Cloud deployment 

Testing

• Pytest introduction
• Environment setup
• Implementation

   

  Django frameworks

• Introduction to Django getting Started
• Installing and using Virtualenv with python
• URL dispatcher Requests and Responses
• Django Templates and Render a template
• Models
• Page redirection
• Generic views
• Form Processing
• File uploading
• Django sessions

DevOps With AWS

Course Curriculum

This course is a combination of DevOps and AWS Cloud Computing.

In this course, we will start with a broad overview of the AWS platform and then deep dive into the individual elements of the AWS Platform.

You will explore VPC, Route53, IAM, EC2, S3, Cloud Front, Autoscaling, Load Balancing, RDS, Redshift, CLoudWatch, CloudFormation, ElasticBeanstalk etc.

Even if you have never logged into the AWS Platform before, by the end of the course, you’ll be prepared to pass the AWS Certified DevOps Engineer exam.

Class Prerequisites

Experience in the following is required for this DevOps with AWS class:

Operating System Knowledge(i.e. Linux, MacOS, or Windows)

UNIX / LINUX Administration

This module introduces students to various operating systems and administration tasks

Lessons :

Overview of Operating System
• History of Unix, macOS, Windows & Linux
• Features of Unix, macOS, Windows & Linux
• Distributions of Unix / Linux
• Comparison of Unix with Windows
• Architecture of Unix/Linux
• Shell, Kernel, Tools
• Unix File System
• Different types of Files
• Basic Commands & Advanced Commands
• Boot Process & Run levels
• User and Group Management
• File & Directory permissions
• Editors – Vi & Vim
• Controlling Services & Daemons
• Process Management
• Package Management

Lab :

Download, Install & Configure various operating systems
• Executing Basic and Advanced commands
• Health check of operating systems
• Download, Install & Configure various software’s

After completing this module, students will be able to

• Describe Various Operating Systems
• Understand Unix and Linux Distributions
• Download, Install & Configure various operating systems & Software’s
• Understand System administrator day-to-day activities
• Understand System administrator day-to-day activities
• Understand and work individually on various operating systems.

DevOps COURSE OUTLINE

Module-1: Getting started with DevOps

• Introduction to DevOps
• What is DevOps?
• Why DevOps?
• DevOps Roles & Responsibilities

Module-2: Software Development Life Cycle

• Introduction to SDLC
• Agile & Scrum Methodology
• Scrum Overview
• Scrum Rituals
• Scrum Board

Module-3 : VCS / SCM

What is Version Control Systems/Source Control Management
• Git :
• Introduction to Git
• Install Git on Windows/macOS/Linux
• Git Workflow
• Git Commands
• Branching
• Git Ignore
• Git Merge
• Git Stash
• GitHub / GitLab :
• Creating Account With GitHub
• Creating Private & Public Repositories
• Cloning the Repository to the Local Machine
• Working with Git Commands
• Granting the Access to Users
• GitHub & GitLab Web-hooks

Module-4: Continuous Collaboration

• What is Continuous Collaboration
• Jira / Trello
• Creating Account with Jira/Trello
• Creating Agile Scrum Board
• Creating Product Backlogs
• Creating Sprint Backlogs
• Starting Sprints
• Working on User Stories
• Understanding Epic, Story, Tasks, Labels, Story Points etc..
• Confluence / Sharepoint
• Slack / Microsoft Teams

Module-5: Project & Frameworks

• Introduction to Different Projects & Frameworks
• Java Application
• Creating Java Sample projects from Scratch
• Compile, Build, Test & Package using Build Tool
• Spring Boot
• Understanding Spring Boot Framework
• Understanding Dependencies

Module-6: Continuous Build

What is Continuous Building
• Maven :
• Maven Build LifeCycles :
• Validate
• Compile
• Test
• Package
• Verify
• Install
• Deploy

Module-7: Continuous Code Testing

• Introduction to Continuous Testing
• JUnit
• SonarQube

Module-8: Binary Code Repository

• What is Packaging?
• What is Artifact?
• Different Types of Artifact Vendors?
• JFrog

Module-9 : Continuous Integration &
Deployment

What is CI?
• Different Types of Continuous Integration tools
• Jenkins
• Download, Install & Configure Jenkins Server
• Install Jenkins Plugins
• Create Jobs
• Create Build Jobs
• Create Release Jobs
• Integrate Jfrog with Jenkins
• Integrate Tomcat with Jenkins
• Integrate Docker Containers with Jenkins
• Deploy Code Unto Tomcat Servers
• Create Jenkins Pipeline Jobs using JenkinsFile

Module-10: Configuration Management Tools

• What is Configuration Management?
• Different Types of Configuration Tools
• Puppet
• Chef
• Ansible
• Salt Stack
• Ansible :
• Introduction to Ansible
• Install Ansible Server
• Understand Ansible Architecture
• Connect Nodes from Ansible Server
• Write Playbooks
• Deploy Playbooks unto Nodes
• Do Configuration changes with Ansible Playbooks
• Execute Ansible Commands to Start/Stop/Restart Services

Module-11: Continuous Delivery

What is Continuous Delivery of Software?
• Different Stages in Delivery Pipelines :
• Dev
• QA
• ACC
• PROD &
• DR

Module-12: Containerisation

What is Containerisation?
• Different Types of Containerisation Vendors
• Docker :
• Download, Install & Configure docker-ce or docker-ee on
macOS, Linux Servers
• Download, Install & Configure docker-toolbox on windows
• Docker Architecture
• Docker Hub
• Creating Docker Images
• Running Containers from Images
• Customising docker images
• Pushing Docker images to Docker Hub
• Docker Networking
• Docker Storage
• Docker Ports
• Docker Compose
• Introduction to Docker Swarm

Module-13: Container Orchestration

What is Container Orchestration?
• Different Types of Orchestration vendors
• Kubernetes :
• Introduction to k8s
• K8s Architecture
• K8s Setup
• K8s Node
• K8s Service
• K8s Pod
• K8s Replication Controller
• K8s Replica Sets
• K8s Deployments
• K8s Networking

Module-14: Continuous Monitoring

NewRelic/Nagios :
• Download, Install & Configure NewRelic/Nagios
• Overview of NewRelic/Nagios Architecture
• Configure Jobs/Alerts
• Configure Jenkins, Tomcat, Ansible, Dev, QA, ACC, PROD,
DR applications are part of Monitoring systems.

 

AWS COURSE OUTLINE

Module-1: Getting started with AWS Cloud 

What Is Cloud Computing?
• About AWS?
• Register & Login to AWS Cloud
• Configuring the billing, usage and alerts
• The Exam Blue Print

Module-2: Elastic Compute Cloud(EC2)

EC2 Overview
• EC2 Creating and Launching Linux & Windows Servers
• Using of various third-party tools
• How to use Putty/GitBash & WinScp tools (For Windows Users Only)
• Security Groups Basics
• Upgrading EBS Volume Types – Lab
• Encrypt Root Device Volume and Create an AMI – Lab
• AMIs – EBS Root Device Volumes vs Instance Store
• Load Balancers and Health Checks
• The AWS Command Line and EC2
• Using IAM Roles with EC2
• S3 CLI & Regions
• Using Bootstrap Scripts
• Summary

Module-3: Virtual Private Cloud(VPC)

Introduction and Overview
• IPV4 Vs IPV6
• Build Your Own Custom VPC
• Network Address Translation (NAT)
• Access Control Lists (ACLs)
• Custom VPCs and ELBs
• VPC Flow Logs
• NATs vs Bastions
• Build A Custom VPC and deploy Web-server
• VPC Clean Up
• VPC Peering
• Summary

Module-4: Identity Access Management
(IAM)

About IAM
• User & Group Management
• Create A Billing Alarm – Lab
• IAM Summary

Module-5: Simple Storage Service (S3)

• Glacier
• EFS Essentials
• Cross Region Replication
• CloudFront CDN Overview
• Create a Cloud Front CDN
• S3 Security and Encryption
• Storage Gateway
• Launching static websites using S3
• Summary

Module-6: Databases on AWS

• Databases Overview
• RDS – Back Ups, Multi-AZ & Read Replicas
• DynamoDB
• RedShift
• Elasticache
• Aurora
• Summary

Module-7: Elastic Load Balancer

• Introduction to ELB
• Select a Load Balancer Type
• Define Your Load Balancer
• Assign Security Groups to Your Load Balancer in a VPC
• Configure Health Checks for Your EC2 Instances
• Register EC2 Instances with Your Load Balancer
• Create and Verify Your Load Balancer
• Delete Your Load Balancer
• Summary

Module-8: Elastic File System

• EFS
• Summary

Module-9: Route53 (DNS)

• DNS Overview
• Route 53 Register A Domain Name Lab
• Setup EC2 Instances & Mapping with Domain Name
• Setup ELB & Mapping with Domain Name
• Simple Routing Policy
• Weighted Routing Policy
• Latency Routing Policy
• Failover Routing Policy
• Geolocation Routing Policy
• Summary

Module-10: Management Tools

• CloudWatch
• Auto Scaling
• CloudFormation
• CloudTrail
• Summary

Module-11: Simple Email Service(SES)

• SES
• Summary

Module-12: Simple Notification Service(SNS)

• SNS
• Summary

Module-13 : Developer Tools(AWS DevOps)

• CodeStar
• CodeCommit
• CodeBuild
• CodeArtifact
• CodeDeploy
• CodePipeline
• CloudShell
• Summary

Module-14: AWS Architected Framework

• Introduction
• Security
• Reliability
• Performance Efficiency
• Cost Optimisation
• Operational Excellence
• Summary
• Quiz

Module-15 : Elastic Beanstalk

• Create an Application
• View Information about Your Environment
• Deploy a New Application Version
• Change Configuration
• Clean Up
• Summary
• Quiz

Module-16: Other Services

• Cross-Account Access
• Resource Groups & Tagging
• Security Token Service
• ECS
• Summary

Module-17: Exam Preparation

Signup for the Exam and read all AWS white papers and revise the course.
• Preparing for the Exam – White Paper Reviews
• Overview of Amazon Web Services
• Overview of Security Processes
• AWS Risk and Compliance
• Storage Options in the Cloud
• Architect for the AWS Cloud: Best Practices
• Exam Practicalities
• Quiz

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