Alec  Nikolaus

Alec Nikolaus

1601809200

AWS Glue Studio—No Spark Skills-No Problem

AWS Glue Studio was launched recently. With AWS Glue Studio you can use a GUI to create, manage and monitor ETL jobs without the need of Spark programming skills. Users may visually create an ETL job by visually defining the source/transform/destination nodes of an ETL job that can perform operations like fetching/saving data, joining datasets, selecting fields, filtering etc. Once a user assembles the various nodes of the ETL job, AWS Glue Studio automatically generates the Spark Code for you.

AWS Glue Studio supports many different types of data sources including:

  • S3
  • RDS
  • Kinesis
  • Kafka

Let us try to create a simple ETL job. This ETL job will use 3 data sets-Orders, Order Details and Products. The objective is to Join these three data sets, select a few fields, and finally filter orders where the MRSP of the product is greater than $100. Finally, we want to save the results to S3.

When we are done the ETL jobs should visually look like this.

#data-science #artificial-intelligence #data #aws #machine-learning

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Buddha Community

AWS Glue Studio—No Spark Skills-No Problem
Roberta  Ward

Roberta Ward

1595344320

Wondering how to upgrade your skills in the pandemic? Here's a simple way you can do it.

Corona Virus Pandemic has brought the world to a standstill.

Countries are on a major lockdown. Schools, colleges, theatres, gym, clubs, and all other public places are shut down, the country’s economy is suffering, human health is on stake, people are losing their jobs and nobody knows how worse it can get.

Since most of the places are on lockdown, and you are working from home or have enough time to nourish your skills, then you should use this time wisely! We always complain that we want some ‘time’ to learn and upgrade our knowledge but don’t get it due to our ‘busy schedules’. So, now is the time to make a ‘list of skills’ and learn and upgrade your skills at home!

And for the technology-loving people like us, Knoldus Techhub has already helped us a lot in doing it in a short span of time!

If you are still not aware of it, don’t worry as Georgia Byng has well said,

“No time is better than the present”

– Georgia Byng, a British children’s writer, illustrator, actress and film producer.

No matter if you are a developer (be it front-end or back-end) or a data scientisttester, or a DevOps person, or, a learner who has a keen interest in technology, Knoldus Techhub has brought it all for you under one common roof.

From technologies like Scala, spark, elastic-search to angular, go, machine learning, it has a total of 20 technologies with some recently added ones i.e. DAML, test automation, snowflake, and ionic.

How to upgrade your skills?

Every technology in Tech-hub has n number of templates. Once you click on any specific technology you’ll be able to see all the templates of that technology. Since these templates are downloadable, you need to provide your email to get the template downloadable link in your mail.

These templates helps you learn the practical implementation of a topic with so much of ease. Using these templates you can learn and kick-start your development in no time.

Apart from your learning, there are some out of the box templates, that can help provide the solution to your business problem that has all the basic dependencies/ implementations already plugged in. Tech hub names these templates as xlr8rs (pronounced as accelerators).

xlr8rs make your development real fast by just adding your core business logic to the template.

If you are looking for a template that’s not available, you can also request a template may be for learning or requesting for a solution to your business problem and tech-hub will connect with you to provide you the solution. Isn’t this helpful 🙂

Confused with which technology to start with?

To keep you updated, the Knoldus tech hub provides you with the information on the most trending technology and the most downloaded templates at present. This you’ll be informed and learn the one that’s most trending.

Since we believe:

“There’s always a scope of improvement“

If you still feel like it isn’t helping you in learning and development, you can provide your feedback in the feedback section in the bottom right corner of the website.

#ai #akka #akka-http #akka-streams #amazon ec2 #angular 6 #angular 9 #angular material #apache flink #apache kafka #apache spark #api testing #artificial intelligence #aws #aws services #big data and fast data #blockchain #css #daml #devops #elasticsearch #flink #functional programming #future #grpc #html #hybrid application development #ionic framework #java #java11 #kubernetes #lagom #microservices #ml # ai and data engineering #mlflow #mlops #mobile development #mongodb #non-blocking #nosql #play #play 2.4.x #play framework #python #react #reactive application #reactive architecture #reactive programming #rust #scala #scalatest #slick #software #spark #spring boot #sql #streaming #tech blogs #testing #user interface (ui) #web #web application #web designing #angular #coronavirus #daml #development #devops #elasticsearch #golang #ionic #java #kafka #knoldus #lagom #learn #machine learning #ml #pandemic #play framework #scala #skills #snowflake #spark streaming #techhub #technology #test automation #time management #upgrade

Rory  West

Rory West

1625032800

Spark MLlib on AWS Glue

Distributed ML on AWS that’s ready to go

AWS pushes Sagemaker as its machine learning platform. However, Spark’s MLlib is a comprehensive library that runs distributed ML natively on AWS Glue — and provides a viable alternative to their primary ML platform.

One of the big benefits of Sagemaker is that it easily supports experimentation via its Jupyter Notebooks. But operationalising your Sagemaker ML can be difficult, particularly if you need to include ETL processing at the start of your pipeline. In this situation, Apache Spark’s MLlib running on AWS Glue can be a good option — by its very nature, it is immediately operationalised, integrated with ETL pre-processing and ready to be used in production for an end-to-end machine learning pipeline.

By its very nature, [AWS Glue] is immediately operationalised, integrated with ETL pre-processing and ready to be used in production for an end-to-end machine learning pipeline

AWS Glue is a managed Spark ETL platform for processing large volumes of data via distributed machines. MLlib comes as part of Spark 2.4, which is the default version on AWS Glue. There is no need to add libraries to use MLlib within AWS Glue.

#aws-glue #apache-spark #aws #spark mllib

Ananya Gupta

1605514048

How AWS Skills Can Boost Your Career in The IT Industry?

For those that wish to create a promising career within the IT industry, pursuing AWS training is often the simplest option where you’ll develop and validate your cloud skills and learn the simplest of cloud computing technology. Amazon’s cloud platform i.e. Amazon Web Services is one of the highly preferred cloud computing services that provide easy and innovative cloud computing solutions.

The fast facts about the AWS Certification Course reveal that the potential expected marketplace for AWS Solution Architects will grow by $ 307.7 million by the year 2025. Moreover, the demand for AWS certified professionals has grown by 76% within the last two years. consistent with online employment portals like indeed.com, in developed countries just like the US, the entire vacant job profiles for AWS certified IT professionals is around 9728. Does one still need more facts that reflect the importance of AWS training program for a booming career within the IT sector?

Career Opportunities Offered by AWS

Learning the AWS certified training courses can open up engaging career prospects for you during a sort of cloud computing services. Amazon Web Services offers you a chance to find out from 70 diverse courses that affect memory, Networking, Analytics, Management, Database, Internet of Things, Developer tools, and Application services. Around 380000 cloud computing jobs are still vacant in search of qualified and trained AWS professionals.

Thus, AWS training can assist you to discover the brightest job prospects within the IT sector. The greater specialization in adopting technologically focused processes with the help of cloud-based services proves to be a big reason why pursuing AWS training is often the foremost optimum career decision for IT professionals.

AWS Training Can Fulfill Your Major Career Goals

The AWS certified courses and training can assist you to achieve the specified excellence and professionalism in your career. Being trained in AWS can allow you to experience multiple benefits within the sort of a pay hike and grab extra attention from the employer as they appear for professionals who possess the foremost advanced and updated knowledge within the field of cloud computing. The AWS training empowers you by imparting knowledge about the various fields of cloud computing through a comprehensive practice-based approach.

Additionally, to the present, it’s been observed that your chances of employment rise manifold once you complete the training and authorized courses from recognized AWS Training Program in Noida. Thus, you’ll apply for a spread of job profiles that cloud computing offers. Further, the marvelous outcomes are possible only you spend significant money and time for earning the AWS certification which may end up being a life-changing opportunity for you.Learn here more Aws Certification Types: Choose The Right For You

A final upshot

Pursuing AWS certification courses and training provides the simplest career opportunities for those that want to form a successful career within the IT sector. You’ll move ahead for splendid and memorable career growth within the AWS cloud-based services. Further, this will be fruitful for the enterprises and business owners also, because it can help within the effective storage of knowledge through cloud-based services which may help within the efficient running of the complex business process.

Moreover, cloud computing solutions are the necessity of the hour as they’re loaded with features that provide reduced cost and enhanced efficiency as compared to the normal in-house services. Therefore, IT professionals trained in AWS are highly demanded as they will take the organization to a replacement height through better data management.

#aws #aws online training #aws online course #aws course #aws training #aws training in noida

Seamus  Quitzon

Seamus Quitzon

1601341562

AWS Cost Allocation Tags and Cost Reduction

Bob had just arrived in the office for his first day of work as the newly hired chief technical officer when he was called into a conference room by the president, Martha, who immediately introduced him to the head of accounting, Amanda. They exchanged pleasantries, and then Martha got right down to business:

“Bob, we have several teams here developing software applications on Amazon and our bill is very high. We think it’s unnecessarily high, and we’d like you to look into it and bring it under control.”

Martha placed a screenshot of the Amazon Web Services (AWS) billing report on the table and pointed to it.

“This is a problem for us: We don’t know what we’re spending this money on, and we need to see more detail.”

Amanda chimed in, “Bob, look, we have financial dimensions that we use for reporting purposes, and I can provide you with some guidance regarding some information we’d really like to see such that the reports that are ultimately produced mirror these dimensions — if you can do this, it would really help us internally.”

“Bob, we can’t stress how important this is right now. These projects are becoming very expensive for our business,” Martha reiterated.

“How many projects do we have?” Bob inquired.

“We have four projects in total: two in the aviation division and two in the energy division. If it matters, the aviation division has 75 developers and the energy division has 25 developers,” the CEO responded.

Bob understood the problem and responded, “I’ll see what I can do and have some ideas. I might not be able to give you retrospective insight, but going forward, we should be able to get a better idea of what’s going on and start to bring the cost down.”

The meeting ended with Bob heading to find his desk. Cost allocation tags should help us, he thought to himself as he looked for someone who might know where his office is.

#aws #aws cloud #node js #cost optimization #aws cli #well architected framework #aws cost report #cost control #aws cost #aws tags

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#hire aws developer #aws developers #aws development company #aws development services #aws development #aws