If you are prepping for the AWS Certified AI Practitioner   https://aws.amazon.com/certification/certified-ai-practitioner/ ,  these notes should be enough to get the fundamentals for the exam. Domain 2: Exploring Artificial Intelligence Use Cases and Applications AI applications and other AWS services automate processes across various industries. Some of the applications include computer vision, natural language processing (NLP), intelligent document processing (IDP), and fr

If you are prepping for the AWS Certified AI Practitioner https://aws.amazon.com/certification/certified-ai-practitioner/, these notes should be enough to get the fundamentals for the exam. Domain 1: Fundamentals of AI and ML Building a machine learning model involves data collection and preparation, selecting an appropriate algorithm, training the model on the prepared data, and evaluating its performance through testing and iteration. Training Data -> ML Algorithm -> Mode

Containers are everywhere in modern app development.  They’ve become one of the fastest and most convenient ways to build, package, and ship software. Why? Because they’re lightweight, portable, and scale effortlessly, which makes them perfect for today’s fast-moving teams. Think about companies like Netflix  or JioCinema  (a leading streaming service in India). How do they deliver seamless video content to millions (if not billions) of users with minimal downtime and excelle

SaaS has become the default way to deliver software due to its ease of use, leaving organizations with little choice but to rely on a small set of leading software providers, embedding risks into global critical infrastructure. In today's enterprise architectural ecosystem, every system, service, or application is connected either directly or indirectly. Many of you have read JPMorgan Chase CISO, Patrick Opet's, open letter on the rising SaaS Security risks. Opet noted: "The

If you're reading this in 2025, it's likely your organization relies heavily on cloud providers like AWS, GCP, or Azure for agility,...