Analytics Vidhya

APRIL 11, 2022

Introduction Cloud computing is the name of the game in Web 2.0 With the shifting to online and virtual business models, cloud computing has helped enhance corporate workflow and reduce office infrastructure costs. The post Top Certifications in Cloud Computing in 2022 appeared first on Analytics Vidhya.

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Analytics Vidhya

JANUARY 10, 2022

This article was published as a part of the Data Science Blogathon. Image Source: Author Cloud computing is an important term for all Data Science and Machine Learning Enthusiasts. It is unlikely that you may not have come across it, even as a beginner. A simple explanation […].

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Cloud Computing Machine Learning Machine Learning Data Science 336

Analytics Vidhya

FEBRUARY 1, 2024

Introduction In cloud computing, we face different services designed for specific purposes. AWS (Amazon Web Services) is a formidable force in this landscape. Once you navigate the complexities, two services, AWS Elastic Beanstalk and AWS Lambda, often become vital concerns.

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AWS Cloud Computing Analytics Analytics 318

Analytics Vidhya

SEPTEMBER 3, 2022

Introduction The cloud trend has gained tremendous importance in the technology industry and the field of science in recent years. The most important aspect of cloud computing is the on-demand application delivery paradigm from the cloud customer’s perspective. As a result, cloud services […].

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AWS Cloud Computing Data Science Analytics 357

Analytics Vidhya

OCTOBER 17, 2022

Introduction There are several reasons organizations should use cloud computing in the modern world. Businesses of all sizes are switching to the cloud to manage risks, improve data security, streamline processes and decrease costs, or other reasons. Many services are available from top cloud […].

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AWS Cloud Computing Data Science Analytics 370

Analytics Vidhya

JANUARY 22, 2024

Welcome to the AWS Certified Cloud Practitioner (CCP) Quiz – your gateway to exploring the fundamental principles of cloud computing with Amazon Web Services (AWS)!

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AWS Cloud Computing Analytics Analytics 315

Analytics Vidhya

AUGUST 16, 2023

Amazon Web Services and Microsoft Azure are the two titans in cloud computing. The competition between these two industry leaders has sparked the “cloud war.” What is AWS?

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Azure AWS Cloud Computing Analytics 270

Analytics Vidhya

AUGUST 19, 2022

Introduction AWS Glue helps Data Engineers to prepare data for other data consumers through the Extract, Transform & Load (ETL) Process. The post AWS Glue for Handling Metadata appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. It provides organizations with […].

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AWS ETL Big Data Big Data 370

Analytics Vidhya

AUGUST 25, 2022

AWS Lambda is a service that allows developers to run code without having to set up and manage such servers and hence is often classified under the […]. The post A primer on AWS Lambda Function appeared first on Analytics Vidhya.

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AWS Data Science Analytics Analytics 380

Analytics Vidhya

AUGUST 3, 2022

Introduction The cloud comprises servers and a mix of networks, storage, service, and hardware, allowing businesses to save money and provide consumers with ease. Cloud is a collection of servers that can be accessed over the Internet, and all data is saved on […].

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Cloud Computing Data Science Analytics Analytics 271

Analytics Vidhya

DECEMBER 5, 2022

Source: [link] Introduction AWS S3 is one of the object storage services offered by Amazon Web Services or AWS. The post Using AWS S3 with Python boto3 appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

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AWS Python Data Science Analytics 362

Analytics Vidhya

DECEMBER 15, 2022

Introduction Are you using Amazon Web Services (AWS) Simple Storage Service (S3) to store your data and media files? If so, you’re not alone – AWS S3 is a popular choice for its scalability and reliability. However, it’s not uncommon to make common AWS […].

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AWS Data Science Analytics Analytics 343

Analytics Vidhya

SEPTEMBER 28, 2020

Overview Amazon Web Services (AWS) is the leading cloud platform for deploying machine learning solutions Every data science professional should learn how AWS works. The post What is AWS? Why Every Data Science Professional Should Learn Amazon Web Services appeared first on Analytics Vidhya.

Data Science 400

Data Science AWS Machine Learning Machine Learning 400

Analytics Vidhya

SEPTEMBER 20, 2022

Introduction AWS named the service after a standard quantum notation called Braket, created in the late 1930s by Paul Dirac, a famous theoretical physicist. The Braket is a fully managed AWS service that provides a primarily technology-agnostic environment. This article was published as a part of the Data Science Blogathon.

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AWS Data Science Analytics Analytics 348

Analytics Vidhya

JUNE 24, 2022

The post Data Ingestion Featuring AWS appeared first on Analytics Vidhya. And Data Ingestion is a process that assists a group or management to make sense of the ever-increasing volume and complexity of data and provide useful insights. This […].

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AWS Big Data Big Data Data Science 354

Analytics Vidhya

NOVEMBER 23, 2022

Source: [link] Introduction The AWS Command Line Interface (CLI) is a centralized management tool for managing AWS services. With this one tool, it can handle multiple AWS services from the […]. The post Creating and Managing DynamoDB Tables using AWS CLI appeared first on Analytics Vidhya.

AWS 348

AWS Data Science Analytics Analytics 348

Analytics Vidhya

OCTOBER 18, 2022

Introduction A business can employ IT services offered on the internet by using cloud computing rather than maintaining its physical servers. Popular cloud computing services include Google Cloud, Amazon Web Services (AWS), and Microsoft Azure. Cloud technology has more effects on our lives […].

Cloud Computing 390

Cloud Computing Azure AWS Data Science 390

Analytics Vidhya

AUGUST 30, 2022

Introduction Amazon EFS is an AWS file-sharing service that allows you to manage file shares like those used in traditional networks. This works by mounting them to an Infrastructure as a Service (IaaS) compute instance or local computers using the NFS protocol. The post What is AWS EFS? In this post, […].

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AWS Data Science Analytics Analytics 364

Analytics Vidhya

JANUARY 15, 2023

Introduction to AWS AWS, or Amazon Web Services, is one of the world’s most widely used cloud service providers. It is a cloud platform that provides a wide variety of services that can be used together to create highly scalable applications. These […].

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AWS Clustering Analytics Analytics 343

Analytics Vidhya

DECEMBER 5, 2022

Source: [link] Introduction DMS is a service that makes it easy to migrate on-premise databases into the cloud with minimal or no downtime. The post Simplify Data Migration with AWS DMS appeared first on Analytics Vidhya. It can even monitor the changes in the original database and apply them to the new database.

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AWS Database Data Science Analytics 361

Analytics Vidhya

NOVEMBER 2, 2022

Source: [link] Introduction Amazon Web Services (AWS) is a cloud computing platform offering a wide range of services coming under domains like networking, storage, computing, security, databases, machine learning, etc. AWS has seven types of storage services which include Elastic Block Storage […].

Cloud Computing 369

Cloud Computing AWS Machine Learning Machine Learning 369

Analytics Vidhya

OCTOBER 13, 2021

The post Introduction to Exciting AutoML services of AWS appeared first on Analytics Vidhya.

AWS 355

AWS Machine Learning Machine Learning Data Science 355

Analytics Vidhya

APRIL 23, 2024

This article explores the intricacies of automating ETL pipelines using Apache Airflow on AWS EC2. It […] The post Streamlining Data Workflow with Apache Airflow on AWS EC2 appeared first on Analytics Vidhya.

AWS 310

AWS ETL Data Pipeline Analytics 310

Analytics Vidhya

SEPTEMBER 3, 2022

The post AWS Elastic BeanStalk Processing and its Components appeared first on Analytics Vidhya. Introduction If you are a beginner or have little time, configuring the environment for your application may be too complicated and time-consuming. You need to consider monitoring, logs, security groups, VMs, backups, etc.

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AWS Data Science Analytics Analytics 346

Analytics Vidhya

AUGUST 24, 2022

Introduction to AWS Config It can be easy to forget alerts in your AWS account’s health dashboard, even though you might want to check one particular alert. In particular, if you use AWS Config, the upcoming September 15, 2021, changes may stop supporting your […]. The post What is AWS Config?

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AWS Data Science Analytics Analytics 271

Analytics Vidhya

JANUARY 1, 2023

convenient Introduction AWS Lambda is a serverless computing service that lets you run code in response to events while having the underlying compute resources managed for you automatically. The post AWS Lambda: A Convenient Way to Send Emails and Analyze Logs appeared first on Analytics Vidhya.

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AWS Data Science Analytics Analytics 335

Analytics Vidhya

JANUARY 1, 2023

The post Introduction to Amazon API Gateway using AWS Lambda appeared first on Analytics Vidhya. If you want to make noodles, you just take the ingredients out of the cupboard, fire up the stove, and make it yourself. This […].

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AWS Analytics Analytics Data Engineering 335

Analytics Vidhya

APRIL 23, 2021

The post Benefits Of Data Science In AWS appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Source: Sigmund on Unsplash In this article, we will discuss.

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Data Science AWS Analytics Analytics 306

Analytics Vidhya

MAY 10, 2022

The post Configure Jupyter Notebook On AWS In 2-Steps appeared first on Analytics Vidhya.

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AWS Data Science Analytics Analytics 328

AWS Machine Learning Blog

NOVEMBER 26, 2024

AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment. Adjust the following configuration to suit your needs, such as the Amazon EKS version, cluster name, and AWS Region.

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AWS Clustering ML ML 103

Analytics Vidhya

SEPTEMBER 28, 2022

The post Automate Model Deployment with GitHub Actions and AWS appeared first on Analytics Vidhya. First, you build software, test it for possible faults, and finally deploy it for the end user’s accessibility. The same can be applied to […].

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AWS Data Science Analytics Analytics 337

Flipboard

DECEMBER 1, 2024

AWS re:Invent 2024, our flagship annual conference, is taking place Dec. This premier cloud computing event brings together 2-6, 2024, in Las Vegas.

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AWS Cloud Computing Machine Learning Machine Learning 177

Flipboard

DECEMBER 2, 2024

It’s AWS re:Invent this week, Amazon’s annual cloud computing extravaganza in Las Vegas, and as is tradition, the company has so much to announce, it can’t fit everything into its five (!) Ahead of the show’s official opening, AWS on Monday detailed a number of updates to its overall data …

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Analytics Vidhya

DECEMBER 26, 2022

The post Crafting Serverless ETL Pipeline Using AWS Glue and PySpark appeared first on Analytics Vidhya. It involves extracting the operational data from various sources, transforming it into a format suitable for business needs, and loading it into data storage systems. Traditionally, ETL processes are […].

ETL 306

ETL AWS Data Engineering Data Engineering 306

Analytics Vidhya

OCTOBER 4, 2022

The post Basic Concept and Backend of AWS Elasticsearch appeared first on Analytics Vidhya. It is a Lucene-based search engine developed in Java but supports clients in various languages ​​such as Python, C#, Ruby, and PHP. It takes unstructured data from multiple sources as input and stores it […].

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AWS Data Science Python Analytics 289

Flipboard

NOVEMBER 22, 2024

Anthropic, OpenAI’s close rival, has raised an additional $4 billion from Amazon, and has agreed to make Amazon Web Services (AWS), Amazon’s cloud computing division, the primary place it’ll train its flagship generative AI models. Anthropic also says it’s working with Annapurna Labs, AWS’ …

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AWS Cloud Computing AI AI 181

Analytics Vidhya

DECEMBER 20, 2022

Introduction Source: krzysztof-m from Pixabay Amazon Web Services (AWS) Simple Storage Service (S3) is a highly scalable, secure, and durable cloud storage service. The post How to Optimize the Performance of AWS S3? appeared first on Analytics Vidhya.

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AWS Data Science Analytics Analytics 269