Amazon Web Services Archives

How to Use AWS Step Functions for Machine Learning Pipelines?

Amazon Web Services / By Mythili Sivakumar

AWS Step Functions play a vital role in machine learning (ML) pipelines. It is quite dominant in terms of embedded capabilities, workflows, integrations, and use cases with AWS. This blog explores how developers can use AWS Step Functions for machine learning pipelines and to integrate with AWS services. Here we will also cover the aspects of the AWS Certified Machine Learning Associate Certification (MLA-C01) exam that is important to get certified. What are AWS Step Functions? AWS Step Functions is a low-code, serverless orchestration service provisioned in AWS. The functionality uses state machines to coordinate distributed applications and automate […]

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Pass AWS Cloud Practitioner (CLF-C02) Exam in the First Try

Amazon Web Services / By Mythili Sivakumar

Among 1 million AWS certification preparation candidates, most of them start with AWS Cloud Practitioner (CLF-C02). And if you are wondering how to pass this certification in the first exam, you are at the right spot. Here is a complete guide to pass your CLF-C02 in the very first attempt. Why Choose the AWS Certified Cloud Practitioner Certification? To start with, why are most learners choosing the AWS Cloud Practitioner certification to enter the cloud and related job roles? – This is a very common question stumbled upon by many. To answer that 1. AWS Cloud Practitioner Certification – What

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How Difficult Is the AWS Solutions Architect Associate Exam?

Amazon Web Services / By Banu Sree Gowthaman

This blog talks about the difficulty level of the AWS Solutions Architect Associate Exam and elaborates on the different ways to tackle the exam on your first attempt confidently. Read through to know more! Understanding the SAA-C03 Exam Difficulty Level The AWS Solutions Architect Associate exam enhances its relevance in the recent cloud computing scenario, with many reporting 10-20% salary increases. Understanding the exam’s difficulty is crucial for effective preparation. With a 65-70% pass rate and complex scenario-based questions, it demands hands-on AWS experience and time management. Recognizing this ensures candidates create structured study plans, use practice exams, and avoid

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What Is Amazon Redshift and How Does It Work?

Amazon Web Services / By Anitha Dorairaj

In this blog, let us know what Amazon Redshift is all about and also dive into its working mechanism in handling data efficiently, unlike traditional databases. Come on, let’s dive deep into the Amazon Redshift which plays a significant role in AWS Certified Data Engineer Associate Certification (DEA-C01). Introduction to Amazon Redshift Amazon Redshift is a data warehousing service designed for storing petabytes of data used for reporting and analytics. Unlike the traditional databases and data lakes excel at storing data, to turn raw data into insights, you need a data warehouse. Stored data doesn’t reveal anything; you need to

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How Does AWS Handle Big Data for ML?

Amazon Web Services / By Mythili Sivakumar

In this blog, we will discover the abilities of AWS to handle big data for ML. Maintaining high-quality data and records comes with a high level of challenges, but the AWS tools for processing and analysing big data come in handy. Let us explore how AWS achieves this! Major Challenges In Handling Big Data For Businesses Today, businesses are moving towards data-driven decision-making. From analysing customer interactions and transactions to IoT sensor data and Social media analysis, data is the starting point to extract meaningful insights. The main challenges faced in handling big data are Storing and retrieving data without

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how to pass aws sap-c02 with hands-on-labs

How to Pass AWS SAP-C02 with Real-World Hands-On Labs?

Amazon Web Services / By Banu Sree Gowthaman

This blog discusses the importance of practical experience and how hands-on labs help you earn your AWS Solutions Architect Professional SAP-C02 Certificate. It includes the advantages and vital information required to boost your confidence exponentially. Read through to learn more. Why SAP-C02?—Earning the AWS Certified Solutions Architect Professional Certification Advantage The AWS Certified Solutions Architect Professional (SAP-C02) validates advanced AWS solution design. The SAP-C02 exam tests designing scalable, secure AWS solutions. Skills include multi-account architectures, performance/cost optimization, high availability, security controls, and migrations using EC2, S3, VPC, Lambda, and CloudFormation. If you are an experienced architect with 2+ years of

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What Is the Role of AWS Lake Formation in Data Lakes?

Amazon Web Services / By Mythili Sivakumar

In this blog, we have discussed the major roles of AWS Lake Formation that protect data swamps for AWS Certified Data Engineer Associate Certification – DEA-C01. This favors the candidates preparing for DEA C01 to understand the importance of data protection in the cloud. Scroll up to learn more. What Is Data Lakes? A centralised repository to store vast amounts of data in its native and unprocessed format. Data Lakes unlike the traditional storage system, it’s more of a warehouse, but data lakes are designed to handle multiple volumes of data differing in type, structure and schema. This makes it

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What Is the Role of AWS Lambda in AI Model Deployment?

Amazon Web Services / By Anitha Dorairaj

In this blog we will look into how AWS Lambda has emerged as a powerful tool that is being increasingly applied by machine learning engineers and developers in deploying Artificial Intelligence (AI) models. Let’s also discuss the role of it in AI model deployment, which is important in your preparation for the AWS Certified AI Practitioner Certification (AIF-C01) exam. Understanding AWS Lambda for AI AWS Lambda is a serverless computing service that facilitates the running of code without provisioning or managing servers. The functionality automatically scales the compute resources based on the incoming workload. The following diagram shows the architecture

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What Are ETL Best Practices for AWS Data Engineers

Amazon Web Services / By Anitha Dorairaj

In AWS data engineering, Extract, Transform, and Load (ETL) processes are pivotal, as they allow you to prepare raw data sets for analytical purposes. This blog provides a detailed exploration of data engineering best practices specifically geared toward optimising ETL workflows, enhanced with relevant keywords and concepts for AWS Certified Data Engineer Associate Certification (DEA-C01). The ETL Process ETL is the combination of data from multiple sources into a large central repository called a data warehouse. It uses a set of business rules to clean and organise and prepare raw data for such activities as storage, analytics, and machine learning

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How does AWS Lambda Support AI Inference and Model Execution

Amazon Web Services / By Banu Sree Gowthaman

In this blog, you will learn more about AWS Lambda, a powerful serverless computing service that empowers AI inference and model execution without infrastructure management, and a major service used by AWS Certified AI Practitioners. Read through to know more about how it supports AI inference and model executions, serverless architecture, model deployment strategies, scalable AI workloads, and others, with use cases for better understanding. Serverless AI Model Execution AWS Lambda enables serverless AI inference by eliminating infrastructure management while providing auto-scaling, cost efficiency, and seamless integration with AWS AI/ML services. Below is an in-depth look at how AWS Lambda

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