https://khanimkh.github.io/ Sharing my ML projects, tutorials, and experiments >- 2026-07-31T00:15:08+00:00 Maryam Khani https://khanimkh.github.io/ Jekyll © 2026 Maryam Khani /assets/img/favicons/favicon.ico /assets/img/favicons/favicon-96x96.png 2026-05-13T00:00:00+00:00 2026-05-26T18:09:46+00:00 https://khanimkh.github.io/posts/coding-tools-and-platforms/ Maryam Khani

Table of Contents Overview Coding Platforms, Notebook Environments, IDEs, and AI-Assisted Development Tools A. Online Coding Practice Platforms B. Interactive Computing Environments C. Cloud-Based Notebook Environments D. Code Editors and IDEs E. AI-Assisted Software Development Platforms 2. Detailed Explanation of Major Platforms Go...

2026-05-13T00:00:00+00:00 2026-05-13T00:00:00+00:00 https://khanimkh.github.io/posts/ai-tools-and-platforms/ Maryam Khani

Table of Contents Introduction AI Models, Generative AI Platforms, and APIs AI Agents, RAG, and Orchestration Frameworks Backend APIs, Web Frameworks, and UI Tools Vector Databases, Search, and Retrieval MLOps, Workflow Automation, and Experiment Tracking DevOps, Containers, and Deployment Cloud Platforms and Infrastructure Data Engineering and Big Data Computer Vision, Au...

2026-05-08T00:00:00+00:00 2026-07-10T20:48:09+00:00 https://khanimkh.github.io/posts/AI-Ecosystem-Layers/ Maryam Khani

Table of Contents Overview Simple Mental Model Explanation of Each Layer Cloud Platform Layer AI/ML Services and APIs Layer LLM Models Layer Agent Frameworks / Orchestration Layer Application Layer How They Work Together Major AI Companies and Their Ecosystems Comparison of Equivalent AI Services Popular Agentic Frameworks and LLM Compa...

2026-01-06T00:00:00+00:00 2026-05-15T19:01:16+00:00 https://khanimkh.github.io/posts/machine-learning-workflow/ Maryam Khani

Guide Table of contents Introduction Understanding the Big Picture Part 1: Understanding ML Types and Tasks A. ML Learning Paradigms (Definition 1) B. ML Learning Paradigms (Definition 2) C. Common ML Tasks Part 2: Core ML Components A. Models (Algorithms) B. Objective Functions (Loss Functions) C. Learning Algorithms (Optimizers)...

2026-01-05T12:00:00+00:00 2026-05-15T19:01:16+00:00 https://khanimkh.github.io/posts/point-cloud-processing/ Maryam Khani

Project Table of Contents Introduction Part 1: Point Cloud Fundamentals Point Cloud Formats Coordinate Systems Part 2: Point Cloud Preprocessing Setup and Libraries 1. Loading Point Clouds 2. Visualization 3. Noise Removal 4. Downsampling 5. Point Cloud Registration (Alignment) 6. Normal Estimation 7. Coordin...