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Amazon Textract

2025-11-25T12:22:41+00:00

Amazon Textract Cheat Sheet A fully managed document analysis service for detecting and extracting information from scanned documents. Returns extracted data as key-value pairs (e.g., Name: John Doe) Supports virtually any type of documents Can detect text written in Standard English alphabet and ASCII symbols. Mention integration options: works with AWS SDKs (Python, Java, Node.js, etc.), AWS CLI, and Boto3. Supports image files (PNG, JPG) and PDFs (single and multipage). Can detect handwriting in multiple languages (not just English). Works natively with S3 (you can process documents stored in S3 directly). Common Use Cases: Building search indexes Importing documents into [...]

Amazon Textract2025-11-25T12:22:41+00:00

Amazon Augmented AI (A2I)

2025-11-24T09:15:28+00:00

Amazon Augmented AI Cheat Sheet Amazon A2I is a service that helps you easily integrate human reviews in a machine learning workflow. Simplifies managing a large number of human reviewers at scale. Has direct integration with Amazon Textract and Amazon Rekognition. A2I workflow structure: HumanLoop → Human Review Workflow → Output Consolidation. You can define when a human review should be triggered (e.g., below 80% confidence). A2I plugs directly into SageMaker pipelines and SageMaker Ground Truth. Common Use Cases: Content Moderation where human oversight is required to judge uncertain results from a machine learning model. Manual reviews of low confidence predictions [...]

Amazon Augmented AI (A2I)2025-11-24T09:15:28+00:00

Amazon Personalize

2025-11-24T12:23:51+00:00

Amazon Personalize Cheat Sheet A fully managed machine learning service for building recommendation systems. Amazon Personalize allows you to train, build, and deploy recommendation models without an extensive machine learning experience. Offers batch and real-time recommendations. Common Use Cases: Personalized product and content recommendations. Product rankings. Improves marketing communication through individualized push notifications and emails. Adjust recommendations in real-time as user behavior changes. Suggest complementary products based on purchase patterns. Improve search relevance for each user. Recommend items or content that increase user engagement and reduce churn. Concepts Amazon Personalize can provide recommendations based on real-time data, historical data, or [...]

Amazon Personalize2025-11-24T12:23:51+00:00

My AWS Certified SysOps Administrator Associate SOA-C02 BETA Exam Experience in 2021

2023-05-02T03:56:24+00:00

I took the BETA version of the new AWS Certified SysOps Administrator SOA-C02 exam last week via the Pearson Vue online proctoring. There are a lot of recently-introduced features and services that showed up in this new version which you should be aware of. There is also a new Exam Labs section in the test, which is unique among the other existing AWS certifications. If you’re planning to take this exam soon, read on. UPDATE: April 8, 2021. The new SysOps exam version SOA-C02 will be available by July 27, 2021 as per this announcement. The new exam version can [...]

My AWS Certified SysOps Administrator Associate SOA-C02 BETA Exam Experience in 20212023-05-02T03:56:24+00:00

Microsoft Entra ID vs Role-Based Access Control (RBAC)

2024-07-19T08:47:53+00:00

  Microsoft Entra ID Azure RBAC Description An identity and access management service that helps you access internal and external resources. An authorization system that manages user’s access to Azure resources including what they can do with those resources and what areas they can access. Focus Grants permissions to manage access to Microsoft Entra resources. Grants permissions to manage access to Azure resources. Scope Tenant level Specify at multiple levels (management group, subscription, resource group, and resource) Roles    Important Microsoft Entra built-in roles:  Global Administrator - manage access to all the administrative features in Microsoft Entra ID.  User Administrator [...]

Microsoft Entra ID vs Role-Based Access Control (RBAC)2024-07-19T08:47:53+00:00

AWS Managed Policies For Job Functions

2023-05-02T03:57:38+00:00

AWS managed policies for job functions are policies that contain sets  of permissions required for a specific job function or role (especially in the IT industry). It is designed to simplify the creation of policies by combining the permissions for many services into a single policy. You can attach these policies for job functions to any group, user, or role.  To further understand this, let’s consider the scenario below: Mikee is the new database administrator of a social media startup that leverages on Amazon Web Services. She was assigned to configure the minimum set of permissions in IAM so she [...]

AWS Managed Policies For Job Functions2023-05-02T03:57:38+00:00

Amazon Aurora vs Amazon RDS

2023-04-07T02:17:17+00:00

    Aurora RDS Type of database Relational database Features • MySQL and PostgreSQL compatible. • 5x faster than standard MySQL databases and 3x faster than standard PostgreSQL databases. • Use Parallel Query to run transactional and analytical workloads in the same Aurora database, while maintaining high performance. • You can distribute and load balance your unique workloads across different sets of Aurora DB instances using custom endpoints. • Aurora Serverless allows for on-demand, autoscaling of your Aurora DB instance capacity. • Has several database instance types for different kinds of workloads and support five database engines - MySQL, PostgreSQL, [...]

Amazon Aurora vs Amazon RDS2023-04-07T02:17:17+00:00

My AWS Certified Security Specialty Exam Experience – Tips and Important Notes

2023-05-27T07:59:32+00:00

My AWS Certified Security Specialty Exam Experience - Tips and Important Notes The AWS Certified Security - Specialty is included in the top 10 Most Popular Cybersecurity Certifications based on Global Knowledge’s 2020 IT Skills and Salary Report. Beating some of the famous security certifications on the list (e.g. CEH, CompTia: Security+) only shows how influential AWS has been to the IT industry in the previous years. Not only Security Professionals can benefit from this certification. Whether you’re a Cloud Engineer, Developer, or System Administrator, having a good understanding of the AWS security best practices and how they can be [...]

My AWS Certified Security Specialty Exam Experience – Tips and Important Notes2023-05-27T07:59:32+00:00

AZ-104 Microsoft Azure Administrator Exam Study Guide

2025-04-17T02:28:32+00:00

Bookmarks Study Materials Azure Services to Focus On Validate Your Knowledge Final Remarks The AZ-104 Microsoft Azure Administrator certification exam is designed for people who have experience in implementing, managing, and monitoring a Microsoft Azure environment. The exam will test your technical skills in implementing solutions based on different scenarios. Having prior experience in infrastructure management will help you understand the concepts and services easily. The content of the exam will test your ability to perform the following: Manage Azure identities and governance Implement and manage storage Deploy and manage Azure compute resources [...]

AZ-104 Microsoft Azure Administrator Exam Study Guide2025-04-17T02:28:32+00:00

GCP Associate Cloud Engineer Exam Study Guide

2024-09-20T02:12:42+00:00

Bookmarks Study Materials GCP Services to Focus on Validate Your Knowledge Google offers the Associate Cloud Engineer (ACE) as an Associate level certification for individuals who already have IT experience but are relatively new to the Google Cloud Platform. For individuals with zero IT experience or for non-IT people who want to learn Google Cloud, you might want to check Google’s Cloud Digital Leader Certification. To be ACE-Certified, you need to pass the Associate Cloud Engineer exam. This exam will verify your knowledge in deploying, monitoring, and maintaining projects on Google Cloud. The ACE [...]

GCP Associate Cloud Engineer Exam Study Guide2024-09-20T02:12:42+00:00

AWS, Azure, and GCP Certifications are consistently among the top-paying IT certifications in the world, considering that most companies have now shifted to the cloud. Upskill and earn over $150,000 per year with an AWS, Azure, or GCP certification!

Follow us on LinkedIn, Facebook, or join our Slack study group. More importantly, answer as many practice exams as you can to help increase your chances of passing your certification exams on your first try!