Archives
- 01 Mar Chapter 5.6 – Advanced Prompt Chaining and Orchestration
- 01 Mar Chapter 5.5 – Tokens, Context Windows, and Why Prompts Matter
- 14 Feb Chapter 5.4 – Prompt Engineering in Practice: Workflow & Effective Patterns
- 14 Feb Chapter 5.3 – Prompt Engineering for Engineers
- 01 Feb Chapter 5.0 – Generative AI & LLM Roadmap
- 31 Jan Chapter 4.4 – Transformers and Modern Architectures
- 31 Jan Chapter 4.3 – Deep Learning Architectures: CNNs, RNNs & Practical Examples
- 31 Jan Chapter 4.2 – Neural Networks Explained Like Infrastructure
- 31 Jan Chapter 4.1 – Why Deep Learning Exists
- 31 Jan Chapter 4.0 – Deep Learning Roadmap: The Bridge
- 28 Jan Chapter 5.2 – How Large Language Models Are Trained (High Level)
- 23 Jan Chapter 5.1 – What Is Generative AI
- 21 Jan Chapter 3.4 – Feature Engineering: The Real Work Behind ML
- 21 Jan Chapter 3.3 – Model Evaluation: The Metric That Fooled Me
- 21 Jan Chapter 3.2 – Overfitting & Underfitting: When Models Break in Production
- 21 Jan Chapter 3.1 – Common ML Algorithms (Intuition Only)
- 21 Jan Chapter 3.0 – The ML Project Workflow
- 11 Jan Chapter 2.3 – Model Training vs Execution
- 11 Jan Chapter 2.2 – Features, Labels, and Models
- 11 Jan Chapter 2.1 – Data: The New Configuration File
- 11 Jan Chapter 2.0 – ML Data Foundations: The Bridge
- 03 Jan Chapter 1.3 – Types of Machine Learning
- 28 Dec Chapter 1.2 – How Machines Learn
- 26 Dec Chapter 1.1 – What Is AI (Really?)
- 23 Dec Chapter 0.2 – My Background and Learning Strategy: Approaching AI as a Solution Architect
- 20 Dec Chapter 0.1 – Why Automation Engineers Should Learn AI (And What NOT to Learn First)
- 19 Dec Series Introduction – From Automation to AI: A Practitioner's Journey
- 22 Aug Streamlining Application Infra Deployment: Advanced Practices & Adoption
- 16 Aug Streamlining Application Infra Deployment: Implementation & Tooling
- 10 Aug Streamlining Application Infra Deployment: Foundations & Requirements
- 28 Apr Configuration as Code (CaaC) for Ansible Automation Platform
- 10 Apr Managing AWS EC2 Lifecycle with Terraform and Ansible
- 02 Apr 6. Final Thoughts
- 28 Mar 5. Code Refactoring Part 2
- 25 Mar 4. Code Refactoring Part 1
- 19 Mar 3. Practical Example: AWS EC2 Import
- 15 Mar 2. Getting Started with Terraform Import
- 10 Mar 1. Introduction to Terraform Import and Refactoring - Why It Matters