Hasan’s Data Science & AI Blog
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    • Agentic AI Software Factory: Robust Segmentation Models
    • SpatialClaw for Inspection
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    • Synthetic Data Series
    • Video & Sound Generation Series
    • Image Registration Series
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  • About
  1. Categories
  • Command Line Mastery for HPC
    • Command Line Mastery for HPC Series
    • 1. Digital Compass
    • 2. File Detective
    • 3. File Manipulation Magic
    • 4. Text Processing Power
    • 5. Permission Wizardry
    • 6. SSH and Remote Access
    • 7. File Transfer Mastery
    • 8. Environment Mastery
    • 9. HPC Job Scheduling
    • 10. Parallel Processing Power
    • 11. Bash Scripting Essentials
    • 12. Automation Excellence
  • Data Science
    • Data Science Steps Series
    • Data Science Steps to Follow - 01
    • Data Science Steps to Follow - 02
    • Data Science Steps to Follow - 03
    • Data Science Steps to Follow - 04
    • Data Science Steps to Follow - 05
    • Data Science Steps to Follow - 06
  • Computer Vision Foundations
    • Computer Vision Foundations Series
    • 1. Why Computer Vision?
    • 2. Images as Data
    • 3. OpenCV Essentials
    • 4. Finding Patterns
    • 5. Image Segmentation
    • 6. Feature Magic
    • 7. Why Deep Learning?
    • 8. Modern Vision Models
    • 9. First CV Project
    • 10. Where to Go Next
  • Anomaly Detection
    • Introduction
    • Finding the Oddballs
  • VLM Series
    • Introduction
    • Qwen3-14B
  • Agentic Development
    • Introduction
    • 1. What Agentic AI Actually Is
    • 2. Reflection
    • 3. Tool Use and MCP
    • 4. Evaluations and Error Analysis
    • 5. Planning and Multi-Agent Systems
    • 6. Advanced Agentic AI Development
    • 7. A2A Interoperability
    • 8. Fine-Tuning and Distillation
    • 9. Retrieval / RAG
  • Agentic Developer: Zero to Advanced
    • Roadmap
    • 1. Introduction
    • 2. Dataset and Baseline
    • 3. First Tool Call
    • 4. Prompting and Structured Output
    • 5. What Makes It an Agent
    • 6. Building the Graph
    • 7. The Inspection Pipeline
    • 8. Tool Design
    • 14. Context Engineering and Retrieval
  • Agentic Architecture: Supply Chain
    • Introduction / Roadmap
  • Agentic AI Software Factory: Inspection System
    • Plan (coming soon)
  • Agentic AI Software Factory: Robust Segmentation Models
    • Plan (coming soon)
    • 1. A Synthetic Void Dataset
  • SpatialClaw for Inspection
    • Roadmap
    • 1. What SpatialClaw Actually Does
    • 2. The Adaptation Plan
    • 3. The Smallest Kernel Loop
    • 4. Eyes and Hands for the Loop
    • 5. A Real Sandbox
  • Local-AI Defect Inspection
    • Introduction
    • 3. Fine-Tuning LFM2-VL for X-ray Defects
  • Synthetic Data Series
    • Introduction
    • 1. Physics-Based X-ray Simulation
    • 2. Mask-Conditioned Diffusion Fine-Tuning
    • 3. ControlNet-Conditioned Diffusion
    • 4. Flux-Based Mask-Conditioned Generation
    • 5. Joint Image and Mask Diffusion
    • 7. GAN-Based Synthesis
  • Video & Sound Generation Series
    • Introduction
    • 1. X-ray Inspection Video + Sound Generation
    • 2. Video Conditioning vs. Single-Frame Conditioning
  • Image Registration Series
    • Introduction
    • 1. The Benchmark and Classical Methods
    • 2. Deep Learning: Affine Regression and Deep Feature Matching
    • 3. Deep Learning: Deformable Registration
    • 4. Head-to-Head, Licensing, and the Recommendation
  • Paper of the Week
    • Introduction
  • Online Course Notes
    • Introduction
    • Building Adaptive AI Agents
    • Hands-On, Open-Source Edition

On this page

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Categories
All (5)
computer-vision (1)
data-science (3)
deep-learning (2)
fastai (1)
feature-engineering (1)
image-registration (1)
machine-learning (1)
mathematics (1)
news (1)
semiconductor (1)
series (1)
tutorial (1)
validation (1)

Categories

Browse by Category

Welcome to the category index! Here you can find all posts organized by their main topics.

Data Science

Data Science Steps to Follow - 02
Feature Preprocessing and Generation
data-science
feature-engineering
tutorial
Hasan Goni
Nov 20, 2022

Data Science Steps to Follow - 06
Validation Strategy and Model Evaluation
data-science
machine-learning
validation
Hasan Goni
Nov 22, 2022

Welcome To My Data Science & Machine Learning Blog
news
data-science
Hasan Goni
Oct 17, 2023
No matching items

Deep Learning

Image Registration Series
series
computer-vision
image-registration
deep-learning
semiconductor
Hasan Goni
Sep 2, 2026

Understanding Matrix Multiplication from FastAI
A Deep Dive into Neural Network Fundamentals
deep-learning
mathematics
fastai
Hasan Goni
Nov 20, 2023
No matching items

Tools and Technologies

No matching items

All Categories

Use the links below to browse specific categories:

Core Topics

  • Data Science
  • Machine Learning
  • Deep Learning

Programming

  • Python
  • PyTorch
  • NumPy

Tools & Techniques

  • EDA
  • Visualization
  • Tools
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