chore: sync content to repo

Author: kamranahmedse

src/data/roadmaps/data-engineer/content/[email protected]

@@ -5,4 +5,4 @@ Amazon Elastic Compute Cloud (EC2) is a web service that provides secure, resiza
 Visit the following resources to learn more:
 
 - [@official@EC2 - User Guide](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/concepts.html)
-- [@video@Introduction to Amazon EC2](https://www.youtube.com/watch?v=eaicwmnSdCs)
+- [@video@Introduction to Amazon EC2](https://www.youtube.com/watch?v=eaicwmnSdCs)

src/data/roadmaps/data-engineer/content/[email protected]

@@ -4,4 +4,4 @@ Amazon RDS (Relational Database Service) is a web service from Amazon Web Servic
 
 Visit the following resources to learn more:
 
-- [@official@Amazon RDS](https://aws.amazon.com/rds/)
+- [@official@Amazon RDS](https://aws.amazon.com/rds/)

src/data/roadmaps/data-engineer/content/[email protected]

@@ -5,8 +5,8 @@ Apache Kafka is an open-source stream-processing software platform developed by
 Visit the following resources to learn more:
 
 - [@official@Apache Kafka](https://kafka.apache.org/quickstart)
-- [@offical@Apache Kafka Streams](https://docs.confluent.io/platform/current/streams/concepts.html)
-- [@offical@Kafka Streams Confluent](https://kafka.apache.org/documentation/streams/)
+- [@article@Apache Kafka Streams](https://docs.confluent.io/platform/current/streams/concepts.html)
+- [@article@Kafka Streams Confluent](https://kafka.apache.org/documentation/streams/)
 - [@video@Apache Kafka Fundamentals](https://www.youtube.com/watch?v=B5j3uNBH8X4)
 - [@video@Kafka in 100 Seconds](https://www.youtube.com/watch?v=uvb00oaa3k8)
-- [@feed@Explore top posts about Kafka](https://app.daily.dev/tags/kafka?ref=roadmapsh)
+- [@feed@Explore top posts about Kafka](https://app.daily.dev/tags/kafka?ref=roadmapsh)

src/data/roadmaps/data-engineer/content/apache-spark@qHMtJFYcGmESiz_VwRwiI.md

@@ -6,4 +6,4 @@ Visit the following resources to learn more:
 
 - [@official@ApacheSpark](https://spark.apache.org/documentation.html)
 - [@article@Spark By Examples](https://sparkbyexamples.com)
-- [@feed@Explore top posts about Apache Spark](https://app.daily.dev/tags/spark?ref=roadmapsh)
+- [@feed@Explore top posts about Apache Spark](https://app.daily.dev/tags/spark?ref=roadmapsh)

src/data/roadmaps/data-engineer/content/[email protected]

@@ -1,4 +1,4 @@
- # APIs and Data Collection
+# APIs and Data Collection
 
 Application Programming Interfaces, better known as APIs, play a fundamental role in the work of data engineers, particularly in the process of data collection. APIs are sets of protocols, routines, and tools that enable different software applications to communicate with each other. An API allows developers to interact with a service or platform through a defined set of rules and endpoints, enabling data exchange and functionality use without needing to understand the underlying code. In data engineering, APIs are used extensively to collect, exchange, and manipulate data from different sources in a secure and efficient manner.
 

src/data/roadmaps/data-engineer/content/argocd@PUzHbjwntTSj1REL_dAov.md

@@ -7,4 +7,4 @@ Visit the following resources to learn more:
 - [@official@Argo CD - Argo Project](https://argo-cd.readthedocs.io/en/stable/)
 - [@video@ArgoCD Tutorial for Beginners](https://www.youtube.com/watch?v=MeU5_k9ssrs)
 - [@video@What is ArgoCD](https://www.youtube.com/watch?v=p-kAqxuJNik)
-- [@feed@Explore top posts about ArgoCD](https://app.daily.dev/tags/argocd?ref=roadmapsh)
+- [@feed@Explore top posts about ArgoCD](https://app.daily.dev/tags/argocd?ref=roadmapsh)

src/data/roadmaps/data-engineer/content/[email protected]

@@ -5,5 +5,4 @@ Amazon Aurora (Aurora) is a fully managed relational database engine that's comp
 Visit the following resources to learn more:
 
 - [@official@SAmazon Aurora](https://aws.amazon.com/rds/aurora/)
-- [@article@SAmazon Aurora: What It Is, How It Works, and How to Get Started](https://www.datacamp.com/tutorial/amazon-aurora)
-
+- [@article@SAmazon Aurora: What It Is, How It Works, and How to Get Started](https://www.datacamp.com/tutorial/amazon-aurora)

src/data/roadmaps/data-engineer/content/[email protected]

@@ -4,5 +4,5 @@ Authentication and authorization are popular terms in modern computer systems th
 
 Visit the following resources to learn more:
 
-- [@roadmap.sh@Basic Authentication](https://roadmap.sh/guides/basic-authentication)
+- [@article@Basic Authentication](https://roadmap.sh/guides/basic-authentication)
 - [@article@What is Authentication vs Authorization?](https://auth0.com/intro-to-iam/authentication-vs-authorization)

src/data/roadmaps/data-engineer/content/[email protected]

@@ -4,8 +4,8 @@ The AWS Cloud Development Kit (AWS CDK) is an open-source software development f
 
 Visit the following resources to learn more:
 
+- [@course@AWS CDK Crash Course for Beginners](https://www.youtube.com/watch?v=D4Asp5g4fp8)
 - [@official@AWS CDK](https://aws.amazon.com/cdk/)
 - [@official@AWS CDK Documentation](https://docs.aws.amazon.com/cdk/index.html)
-- [@course@AWS CDK Crash Course for Beginners](https://www.youtube.com/watch?v=D4Asp5g4fp8)
 - [@opensource@AWS CDK Examples](https://github.com/aws-samples/aws-cdk-examples)
-- [@feed@Explore top posts about AWS](https://app.daily.dev/tags/aws?ref=roadmapsh)
+- [@feed@Explore top posts about AWS](https://app.daily.dev/tags/aws?ref=roadmapsh)

src/data/roadmaps/data-engineer/content/[email protected]

@@ -5,4 +5,4 @@ Amazon Elastic Kubernetes Service (EKS) is a managed service that simplifies the
 Visit the following resources to learn more:
 
 - [@official@Amazon Elastic Kubernetes Service (EKS)](https://aws.amazon.com/eks/)
-- [@official@Concepts of Amazon EKS](https://docs.aws.amazon.com/eks/)
+- [@official@Concepts of Amazon EKS](https://docs.aws.amazon.com/eks/)