Handling automation and operational tasks in AWS using the technology of DevOps.

A project that is attempting to complete certain milestones or it can be a task that anyone is in course of action for completing to gain possible results. The task can be accomplished as either manually by the particular developer or technical team but what if there is any technical fault in the software or application? And there is no time to rectify the errors or malfunctions in the source code. It definitely takes certain time complexity to cover all these errors to run that particular software on time. And many would have already familiar of the topic called as Automation. It is of course used in many software tasks for running its own features. But for to manage all the workloads and operations, we need something beyond doing an action without manual operation. Yes, and this is where the automation comes into play in this specific context…

For example, let’s take a common example like digital-to-digital encoding for representing any digital information using digital signals. In this part, the binary values can be processed manually and also automatically to obtain structured representation from digital data. Both manual and automation process have different time complexity. The main advantage here is that automation simplifies the process which makes the digital communication more efficient over manual operations.

DevOps in Amazon Web Services (AWS) involves the seamless integration of development and operations activities, leveraging various tools and techniques to streamline the software delivery process. AWS offers a wide range of services and features that support the DevOps methodology, enabling teams to build, test, deploy, and monitor applications efficiently.

Key components and practices of DevOps in AWS include:

• Continuous Integration/Continuous Deployment (CI/CD): AWS provides services like AWS CodePipeline, AWS CodeBuild, and AWS CodeDeploy to automate the code release process, enabling developers to rapidly and reliably deliver updates.
• Infrastructure as Code (IaC): With AWS CloudFormation and AWS CDK, infrastructure can be defined and managed through code, allowing for consistent and reproducible provisioning of resources.
• Monitoring and Logging: AWS CloudWatch offers robust monitoring and logging capabilities, allowing teams to gain insights into application performance, troubleshoot issues, and ensure optimal operation.
• Containerization and Orchestration: AWS supports containerization through Amazon Elastic Container Service (ECS) and Amazon Elastic Kubernetes Service (EKS), facilitating the deployment and management of containerized applications at scale.

By harnessing the power of AWS services, DevOps practitioners can enhance collaboration, accelerate delivery, and achieve greater agility in software development and deployment processes.

Let’s see some of the key cloud services in DevOps. Note that as not all DevOps services will be mentioned that are currently offered by AWS.

Key takeaways of the DevOps in the cloud

1. AWS Code Pipeline (CI/CD)

In this service, it is equipped with automated and testing capabilities that is incorporated with continuous integration/delivery code testing enhancement. It continuously monitors the governing changes in the source code and updates it at rapid speed rate. After continuous integration, if any changes or the source code is missing any functional parameters, then the Code Pipeline service immediately enables the attention in the repository by making necessary changes in the application code respectively. It is centrally powered with Continuous Delivery (CD) technique that is generally used after Continuous Integration process in software testing stage. Code Pipeline helps you model, visualize, and automate the steps required to release a software into production stage. It is very Ideal for automating the build, test, and deployment processes of web applications.

2. AWS Code Build

It is a fully managed continuous integration service provided by Amazon Web Services (AWS). Code Build compiles source code, runs tests, and produces software packages that are ready for deployment. Code Build compiles source code, runs tests, and produces software packages that are ready for deployment. The main advantage and favor that it offers to the developers that it is not necessary to build, provision, manage or scale our own servers to run all the integration build codes.

3. AWS Code Deploy

 Cloud Deploy service is a deployment service that automates application deployments to Amazon EC2 instances, on-premises instances, serverless Lambda functions, or Amazon ECS services. Code Deploy can deploy application content that runs on a server and is stored in Amazon S3 buckets, GitHub repositories, or Bitbucket repositories. Code Deploy can also deploy a serverless Lambda function. You do not need to make changes to your existing code before you can use Code Deploy. The Code Deploy console also provides a way to quickly search for the resources, such as repositories, build projects, deployment applications, and pipelines.

4. AWS Cloud Formation

Amazon Web Services (AWS) offers cloud formation as a service by which you can provision and manage complicated services offered by AWS by using the code. CloudFormation will help you to manage the infrastructure and the services in the form of a declarative way. It is used to provision the infrastructure which means as an infrastructure as a code and it can be performed multiple times to get exact replicas across all the environments. And instead of managing the services such as EC2, S3, Autoscaling and Load Balancing manually, Cloud Formation helps to manage this automatically at one place.

5. AWS Event Bridge

Event Bridge is a serverless service that uses events to connect application components together, making it easier for you to build scalable event-driven applications. Event-driven architecture is a style of building loosely coupled software systems that work together by emitting and responding to events. Event-driven architecture can help you boost agility and build reliable, scalable applications. By using Event Bridge to route events from various sources (including home-grown applications, AWS services, and third-party software) to consumer applications across your organization.

6. AWS Lambda

AWS Lambda is an event-driven, serverless computing platform provided by Amazon Web Services (AWS). It enables developers to run code without the need to provision or manage servers. AWS Lambda allows you to execute code in response to events without worrying about server management. Here in the cloud console, it is very much enough to focus solely on writing your code, and AWS handles the underlying infrastructure.

7. AWS Code Commit

AWS Code Commit is Amazon Web Services’ fully managed source control service that hosts private Git repositories. It offers a secure, scalable environment for teams to collaborate on code, eliminating the need for third-party version control systems. This guide delves into the features, benefits, and how to get started with Code Commit, providing a valuable resource for developers and teams looking to leverage AWS for their version control needs.

Let’s conclude about the study!

DevOps in the AWS cloud console empowers teams to efficiently build, test, and deploy applications. Leveraging services like Code Commit, developers can securely manage source code without worrying about infrastructure scaling. The seamless integration with Git-based tools ensures a smooth workflow. In addition to source control, AWS Lambda dynamically scales compute resources to handle any workload, allowing for efficient event-driven operations. This cohesive ecosystem fosters a streamlined DevOps process, enabling teams to focus on innovation and delivery.  

AWS Lambda is an event-driven, serverless computing platform provided by Amazon Web Services (AWS). It enables developers to run code without the need to provision or manage servers. Key features include automatic scaling, pay-as-you-go pricing, and seamless integration with other AWS services. In terms of DevOps, AWS offers a suite of services: Code Pipeline for CI/CD, Code Build for building, Code Deploy for deployments, Code Commit for source control, and more. Additionally, CloudFormation allows infrastructure as code, while Elastic Beanstalk simplifies application deployment. These services collectively empower efficient software delivery and infrastructure management. 

Experience love ………with

Let me start with what is LetsGrowMore and how is it being such an success platform for young enterpreneurs of education youth ?

It is a young education work place that is specially designed for to offer true education for those who really have fascination to learn and grow with the amzing platform LetsGrowMore.

Way of teaching is an important aspect of key for learners to begin with their positive mindset for understanding the logic of an fundamental learning so subsequently this community shining of place offers great learing experience and creates a positive mindset and generates raw talent among the young people.

LetsGrowMore is a ground-based organization that aims at building the future through nourishing the present.  As the key definition itself depicts about the importance of future in the hands of this young talents.

My Timeline with LetsGrowMore

Education is the first step for people to gain the knowledge, critical thinking, empowerment and skills they need to make this world a better place

It’s has been such an great platform based on my experience and learning. With quality educators and trainers , it is very vital for to learn at right time with positive intention.

With great amount of experience , we can develop unique projects and performance into a great complications of featuring ourself a great name through projects , Internships . so Lets Grow More offered a good learning experience and being such a great assistance while working with the projects.

With GitHub as a vital tool for code saving and adding the projects into it to represent ourself like we have done a project and saved it as a repositery in github . I really enjoyed every moment of playing with github in LGMSOC show.

I really recommend future talents and blooming youngsters GitHub

I really be blissful if I get another oppurtunity from LetsGrowMore from being part of LGMSOC in future timeline.

Thank you LetsGrowMore for this experience and I urge future people to learn along side with this community to enhance and learn more through enjoying.

………!

LetsGrowMore : Home – LetsGrowMore

Machine learning for Iris flower plant

"Stay positive until you achieve your final product till an estimated target"

Iris flower classification project

Have a click to view the project here !

I have included my github project link above and project description at the bottom of the blog . In middle ,I have included flower’s overall points and specifications to know more about the flower species. Have a happy reading throughout !

Iris flower

Iris is a genus of 260–300 species of flowering plants with showy flowers. It takes its name from the Greek word for a rainbow, which is also the name for the Greek goddess of the rainbow, Iris. Some authors state that the name refers to the wide variety of flower colour’s found among the many species. As well as being the scientific name, iris is also widely used as a common name for all Iris species, as well as some belonging to other closely related genera. A common name for some species is ‘flags’, while the plants of the subgenus . Scorpiris are widely known as ‘junos’, particularly in horticulture. It is a popular garden flower.

Scientific classification

Domain:	Eukaryota	Life
(unranked):	Diaphoretickes	Eukaryota
(unranked):	Archaeplastida	Diaphoretickes
Kingdom:	Plantae	Archaeplastida
Clade:	Streptophyta	Plantae

Above table shows the iris flower’s scientific classification

Distribution and habitat

Nearly all iris species are found in temperate Northern hemisphere zones, from Europe to Asia and across North America. Although diverse in ecology, Iris is predominantly found in dry, semi-desert, or colder rocky mountainous areas. Other habitats include grassy slopes, meadowlands, bogs and riverbanks.

A member of subgenus Scorpiris: Iris persica, a bulbous iris

There are around 300 varieties of flowers in the Iris genus. These famous flowers are available in two main forms: those that grow from rhizomes and those that grow from bulbs.

Iris flowers feature unique blooms that are made up of two different kinds of petals, falls and standards. The falls form the lower petals, which droop downward or fall. The standards are the upper three petals of the flower. The characteristics of an iris petal further segment the plant into three types: bearded, crested, and beardless. Bearded iris plants have soft hairs along their falls, resembling a beard. The flowers of a crested iris have a ridge-like crest on their falls.

Irises that grow from bulbs include Iris reticulata, Spanish (Iris xiphium) and Dutch varieties (Iris x hollandica) and bloom earlier than the rhizomatous irises. However, most irises show their famous flowers in the early summer, while some also bloom for a second time in the late summer. They are known for attracting butterflies and hummingbirds and make perfect cutting flowers. The iris varies greatly in size, from the smallest dwarf variety, which only grows to 6 inches tall, to the tallest variety which is up to 4 feet tall. 

Botanical Name	Iris
Common Name	Iris
Plant Type	Perennial
Mature Size	6 in. to 4 ft. tall
Sun Exposure	Full sun
Soil Type	Rich, moist, well-draining
Soil pH	Neutral to slightly acidic
Bloom Time	Late spring, early summer, and late summer
Flower Color	Varying shades of purple, blue, white, yellow
Hardiness Zones	3 to 9, USA (depending on variety)
Native Area	Europe, Asia, North America
Toxicity	Toxic to humans, toxic to pets

Iris specifications

Iris Varieties

• Yellow Iris: Also sometimes known as “flag,” this variety of beardless iris is highly tolerant of moisture. It is an abundant spreader, which sometimes deters gardeners from planting it. However, it makes a great container flower variety and produces beautiful blooms and bright green foliage.
• Louisiana Iris: This iris is native to the U.S. and hardy to zone 6-9. They boast a wide variety of colors and petals that are reminiscent of lilies.
• Japanese Iris: The Japanese iris boasts large, broad petals, and a stunning array of colors. This variety also does well with increased soil moisture, making it the perfect choice in areas with high water tables or a greater chance of standing water. 
• Siberian Iris: The Siberian iris provides smaller, more delicate-looking blooms than many other iris species and adds a beautiful pop of colour in the late spring.  

The Spruce / Evgeniya Vlasova species

Propagating Irises

Irises spread underground through rhizomes or bulbs and will need to be divided every 3 to 5 years, creating the perfect opportunity to spread your irises to new landscaping areas. You will know when it is time to divide when you have fewer blooms or there are rhizomes popping out of the ground. Follow these basic steps to propagate iris plants:

1. Wait for 6 to 8 weeks after your irises have finished blooming. Then, with a garden fork or shovel, slowly work around each plant to loosen the rhizomes or bulbs. 
2. Gently lift the iris out of the ground and shake out the dirt. 
3. Once the dirt is removed you will be able to see the rhizomes or bulbs. You will find smaller rhizomes spreading from the larger mother rhizome. Some may come away naturally while others will need to be cut. Either way, divide these smaller rhizomes and toss any old, shriveled rhizomes. 
4. Once you divide the rhizomes and remove any that are spent or diseased, simply plant the divided iris plants in a new location.

Iris flower classification project using Machine Learning

First of all , What is Machine Learning ?

Machine learning is a form of artificial intelligence (AI) that aims to build systems that can learn from the processed data or use data to perform better.

Machine learning algorithms build a model based on sample data, known as “training data”, in order to make predictions or decisions without being explicitly programmed to do so. Machine learning algorithms are used in a wide variety of applications, such as in medicine, email filtering, speech recognition, and computer vision, where it is difficult or unfeasible to develop conventional algorithms to perform the needed tasks.

Now , let’s take a dig at this project!

Iris flower classification project using machine learning

Libraries used in this project : Numpy , Pandas , Matplotlib , Sciket-learn(sklearn).

Methods used : Data Cleaning , Data Preprocessing , Logistic Regression , Outlier Detection , Exploratory Data Analysis (EDA), Data Visualization , Data Modelling , Confusion matrix and classification report.

Technologies and tools used : Machine Learning , Google Colaboratory.

Accuracy achieved : 95.64 %

Project completed on : July 21st 2021

Iris flower compilation

The sight you feel

I hunger for truth
Yearn for upright living
But I didn’t make a sound
At what “The Giving Tree” was giving

I took that fruit and ran
Demanding what was rightfully mine
I cared nothing for pomp and circumstance
In the presence of the Divine


Other countries grew mysteries
Unbelievable tales of idols and worship
But civilized humanity grew
A “BOMB” that cast off the antiquated War Ship

From that moment, forward
When no lightening bolt came from Heaven
Our harlot nation
Kneaded and rolled ALLLL available leaven

We are vomiting our rolls
At the pearly gates of doctrine and belief
Demanding God to send His angels
For our healing and relief

The flood gates of Heaven…open
And water is pouring forth to cleanse
Purity’s Fire is coming
To restore man’s “Holy” lens

Just as Our Savior had to wait
For the emptiness of fleshly desire
So our corruption must be full
Before we experience the purifying fire

I have heard the screams of man
In the realm unseen…horrible to hear
But as LOVE humbles our Pride
Humanity will come to REVERE

Poetry is the power to raise the feeling of an innocent to express their views :’)

Time Travel – ” The unexpected run”

As days pauses into

pearls of bloom of positivity

As days pauses into

tears of think of negativity

The life doesn’t change in breath of

wishing people

As I walk through into

straight lane of white cross

I feel some bloom of travelling

to next generation

I got an impression as

it is the runup to next level

of immortality

I find a sensational sense of

what is going to happen in

future aspects

Excitement ,Fearless says the time

Moreover, I go myself

as a time traveler

using my mind of imagination  

with my mind of inner soul

Some are ambiguous people

Some are  union of gum as

they stick only at one place

which don’t show the way

easier

They don’t stick to more plans rather only

with single plan

As same the time travel is !

It shows only one way as

it avoids the double travel in one time

We do know what happens next

if we time travel to know about  

future reality

It sticks into one thing but not doing things

Simultaneously

As I face numeric experience when I time travel

through my imagination

I see lot of things that seems to be good for

future arrivals

Men may come and men may go

As I go on forever into reality of

virtual world as a time traveler

Every people are busy on their work

as I am into the world of unbelievable

crown

World go into the wrist of

busy but I go into

the twist of seeing the future things

Woah says the wings of

sensing the pressure full of

stress ,  even the stress says

time travel , Oh time travel !

What have you made my day

as I see things that others fail to see

with their loss of hibiscus …………….:)

poetry that makes you feel overwhelmed 🙂

Poetry by :

Kamalesh

Women Empowerment talk

This is an website created for spreading awareness on women empowerment in Tamil Nadu , also it is an positive initiative step.

• What a salient revolution ? Women Empowerment in Tamil Nadu , Let’s look into it ….!

One of the most significant social changes over the past 25 years in Tamil Nadu is the entry of women into the local political bodies at the village and village union levels through the 33% reservation system. Simultaneously, women are now, to a significant extent, organized in self-help groups. Through these about one-fourth of the households can access loans for small entrepreneurship or, rather more frequently, for smaller emergency/consumption loans. There has also been increased participation of women in the non-agricultural labor market and the emergence in Tamil Nadu of a rudimentary “barefoot” welfare state. In this article we report from a 25-year panel study of 213 agrarian households in six villages in Karur and Tiruchirappalli districts.

Women have had a long history in asserting their
rights. It is a commonly accepted view that
the male-dominated patriarchal society and
power structure would usually keep the position of
women low. This powerless situation of women has
itself made them to look for a way out and
liberation. Reformation thinking, feminist movements,
freedom struggle have all contributed in awakening their
consciousness. Women empowerment refers to
strengthening women’s position in social economic and
political power structure of the society. It also implies
capacity building with the leading role plagued by the
State and non-state organizations.

Targeted schemes to be done by government in Tamil Nadu

Schemes are designed to benefit all demographics of our community namely, health, civic facilities, education, employment, etc. The scheme could either be a subsidy or a direct financial assistance.

The below mentioned links are the schemes targeted by government to develop the rural area

• Government Schemes for Women
• Marriage Schemes in Tamilnadu
• Tamil Nadu government schemes for School Students
• TN Government Loan Subsidy Schemes
• Tamil Nadu Government Free Housing Scheme
• Tamil Nadu Government Schemes for Agriculture & Farming

So if we look into our country , as mentioned below points does…………

Women empowerment in India

The realities of rural life in India are difficult to comprehend. While a small minority of people in major cities have benefited from the information revolution of the past decade, the lives of most people in rural India (over 650 million) have hardly improved. There is a lot of talk about the “digital divide;” the government is planning to bring the Internet to villages, but it is difficult to see how this project will help when the basic necessities of life are absent.

A majority of villages do not have sustainable economies, and only through oppression of women and lower castes can the landlords, upper castes, and government officials support a better life for themselves. The social injustice that underlines this perennial problem cannot be addressed by a frontal attack on women’s issues by targeting women alone, but it requires a comprehensive effort in which communities develop through sustainable and integrated programs that impact everyone.

Issues of rural poverty and health have traditionally been the concern of governments. In the past, and even today, most programs designed to benefit rural India are funded and managed exclusively by the government. Private initiatives are lacking as the government, to preserve its power, has placed obstacles and disincentives at every step. For example, modern healthcare for all of rural India is a free government service, but the reality is that the delivery of primary health care has failed miserably. A number of charitable institutions and non-governmental organizations (NGOs) have played a positive role, often assisted by government grants and foreign donations.

Let’s stay together and give a positive support for improvement for women in rural areas in Tamil Nadu and across the country …..

Come on guys …Let’s do it ……:)

Let’s uplift the women’s strength for this humanity…..

Take a concern

The time has come for the nation to turn
a new page by righting wrongs of the past.

We apologise for laws and policies that inflicted
profound grief, suffering, and loss and for the removal
of children from families, communities, and country.

For the pain…

Poetry says it all……

The son of ideas

Man born with

his huge world level

brain….

Generated his ideas

into a real life

situation with immense

examples ….

Dominated the science

with his exploring

thoughts….

Changed the theory with his relatives of mind…

Stepped down from

the god’s part of a brain

Stepped up with his

creative cart of knowledge

Felt for the first time to

care about the species

in the earth…

Sorry for discouraging them

at the past, Great for care for

them in the present..

Huh! Majesty of ideas

How have you unleashed

yourself from such

negative thoughts…..?

Huge applause for that!

Feel my presence of peace

inside my soul for

writing this poetry…

The day where you

stepped up from the earth

Whole world felt silence because

of you…

As the soul rests as the

heat leaves its radiation

on the earth you leave your beloved world

Long live your silence

Long be your thoughts

Let’s create a new path

of the positive way…..

Miss you sir Abdul Kalam….

Long live your ideas….. 🙂

Poetry by :

Kamalesh

Worrying situation in Assam

Most of our countries are praying for Amitabh Bachan whose is the great actor of bollywood cinema is under survelliance of the doctors due to the Covid 19 positive.But there is another depression caused in assam where there’s a massive flood washed away the lives of innocent people .

95 percentage of kaziranga place in assam is filled up with water . And 33 lakhs lives of people got affected by the flood .

In the last week of April, Assam Chief Minister Sarbananda Sonowal took stock of the state’s flood preparedness. Less than a month later, the river Brahmaputra swelled up and has been in spate ever since. In spite of the CM’s directives, the state administration seems to have been caught unawares. At least 65 people have lost their lives. More than 35 lakh people in 26 districts of the state have been affected. Nearly 90 per cent of the Kaziranga National Park is reportedly submerged.

Floods are a recurrent feature during the monsoons in Assam. In fact, ecologists point out that (“flood waters”) have historically rejuvenated croplands and fertilised soil in the state’s alluvial areas. But it’s also a fact that for more than 60 years, the Centre and state governments have not found ways to contain the toll taken by the raging waters.

The reports of ASDMA stated that more than 3.86 lakh persons are affected due to floods in Dhemaji, Sivasagar, Biswanath, Chirang, Nalbari, Barpeta, Kokrajhar, Dhubri, Goalpara, Kamrup, Morigaon, Nagaon, Golaghat, Jorhat and Tinsukia districts.

Let’s pray for the speed recovery in Assam. ..! Hope this flood ends soon….

“Way of feel”

Life tell you play

where you go pass

the obstacle…

Bare more be more

to show case your

wealth of success…

Life play certain

circumstances

It knows a way

by curving the play…

There comes a blooming

pearl of tiny twinkle love

Its like twig that

connects the union of

Life cycle…

Life is like a root that

paves the way for

to stay for play…

Well well well go

away from where

the negative threatens to

insisting in wrong way..

“Let’s feel healthy be the customer to be wealthy person ”

Poetry by:

Kamalesh