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Posts by Afzal Malik

Home » Archives for Afzal Malik » Page 9
About Afzal Malik
Afzal Malik is an AI/ML Engineer with over 6 years of experience in IT, specializing in integrating AI systems and building intelligent chat agents. He is passionate about using data and AI to solve complex business problems. His expertise includes PySpark, Pandas, AWS Glue, AWS Data Wrangler, and AI/ML technologies. He holds certifications as an AWS Solutions Architect, AWS Data Engineer, and AWS AI/ML Foundation certified professional. Currently working on cutting-edge AI system integrations and developing conversational AI agents for enterprise applications.
data Engineer Interview Questions
Posted inData Engineering

TCS Data Engineering Interview most asked Questions and Answers

Data engineering has become a crucial business domain in big data and cloud computing. If you are preparing for a TCS Data Engineering interview, you should be ready to tackle…
Posted by Afzal Malik February 19, 2025
Helping Hands Community
Posted inInformational

Helping Hands Community: Spreading Hope and Empowerment

A Beacon of Hope for the Underprivileged In a world where inequality and social injustices persist, Helping Hands Community (HHC) is making a meaningful impact. This non-profit organization is dedicated…
Posted by Afzal Malik February 9, 2025
structured vs. unstructured data
Posted inData Engineering

Structured vs. Unstructured Data: Key Differences and Use Cases

Introduction In today’s data-driven world, businesses generate and process massive amounts of data. However, not all data is created equal. Understanding the difference between structured and unstructured data is crucial…
Posted by Afzal Malik February 7, 2025
AWS EMR and AWS Kinesis Data Firehose
Posted inAWS Data Engineering

AWS EMR vs. AWS Kinesis Data Firehose: Choosing the Right Service for Your Use Case

Introduction AWS provides a broad range of services for handling big data and real-time streaming workloads. Two of the most commonly used services are Amazon EMR (Elastic MapReduce) and Amazon…
Posted by Afzal Malik February 7, 2025
Batch vs. Real-Time Data
Posted inData Engineering

Batch vs. Real-Time Data Processing: A Comprehensive Guide

In the world of data processing, two primary methodologies dominate the landscape: batch processing and real-time processing. Both approaches have their unique strengths, weaknesses, and use cases. Understanding the differences between them is…
Posted by Afzal Malik February 7, 2025
DynamoDB to Redshift real-time integration
Posted inAWS Data Engineering

Real-Time Data Integration: From DynamoDB to Redshift Using AWS Lambda

In today’s data-driven world, businesses need to analyze real-time data to make informed decisions. Amazon DynamoDB, a fully managed NoSQL database, is a popular choice for storing high-velocity transactional data.…
Posted by Afzal Malik February 6, 2025
S3 Select
Posted inAWS Data Engineering

Step-by-Step Guide to Using S3 Select

Amazon S3 Select is a powerful feature that allows users to retrieve a subset of data from an S3 object using SQL queries. This capability can significantly reduce the amount…
Posted by Afzal Malik February 5, 2025
s3-directory-buckets
Posted inAWS Data Engineering

AWS S3 Directory Buckets – A More Structured Approach

Amazon S3 Directory Buckets are a specialized type of S3 bucket designed to offer a hierarchical, directory-based way to organize data, much like a traditional file system. This contrasts with…
Posted by Afzal Malik February 5, 2025
tax free income
Posted inEducational Informational

Demystifying Tax-Free Income: Is ₹12.75 Lakhs Really Tax-Free?

IntroductionTax season often brings a whirlwind of confusion, especially with changing regulations and new tax regimes. One topic that's been creating a buzz lately is the claim that income up…
Posted by Afzal Malik February 5, 2025
Identifying data sources
Posted inAWS Data Engineering

Choosing the Right AWS Data Source: Amazon S3 vs. DynamoDB

Introduction In today's data-driven world, selecting the right data source is crucial for efficient storage, processing, and retrieval. AWS offers a variety of data sources, but two of the most…
Posted by Afzal Malik February 4, 2025

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