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Keras in Late 2025: Why Transfer Learning Is Finally Boring
7 mins read

Keras in Late 2025: Why Transfer Learning Is Finally Boring

  • Data Science
December 26, 2025December 28, 2025 Riko IshikawaTagged Keras updates

I spent yesterday afternoon trying to squeeze a Vision Transformer (ViT) onto a consumer-grade GPU. A few years ago, this would Learn about Keras updates.

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Stop Wrestling with HTML: Why I Switched to Flet
10 mins read

Stop Wrestling with HTML: Why I Switched to Flet

  • Data Science
December 26, 2025December 28, 2025 Riko IshikawaTagged Flet ui

Flet ui: I am tired of pretending that I enjoy writing HTML and CSS. For years, every time I needed to build a user interface for a Python script or …

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Revolutionizing AI Agents: Deep Dive into LlamaIndex Event-Driven Workflows and SQL Integration
13 mins read

Revolutionizing AI Agents: Deep Dive into LlamaIndex Event-Driven Workflows and SQL Integration

  • AI/ML
December 22, 2025December 26, 2025 Riko IshikawaTagged LlamaIndex news

Introduction The landscape of Artificial Intelligence and Natural Language Processing (NLP) is shifting rapidly. For Learn about LlamaIndex news.

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Mastering Local LLM Development: From Synthetic Data to Scalable Pipelines
12 mins read

Mastering Local LLM Development: From Synthetic Data to Scalable Pipelines

  • Data Engineering
December 17, 2025December 28, 2025 Riko IshikawaTagged Local LLM

Local LLM: The landscape of Artificial Intelligence is undergoing a seismic shift. While massive proprietary models hosted in the cloud dominated the e…

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Advanced Python Security: Post-Quantum Cryptography, Async Streams, and Fuzzing
13 mins read

Advanced Python Security: Post-Quantum Cryptography, Async Streams, and Fuzzing

  • DevOps
December 14, 2025December 26, 2025 Riko IshikawaTagged Python security

Introduction The landscape of Python security is undergoing a paradigm shift. As Python cements its position as the lingua franca of data sc…

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Building Secure, Air-Gapped AI Assistants: A Deep Dive into Local LLM Integration with Python
12 mins read

Building Secure, Air-Gapped AI Assistants: A Deep Dive into Local LLM Integration with Python

  • AI/ML
December 10, 2025December 26, 2025 Riko IshikawaTagged Local LLM

Local LLM: The landscape of Artificial Intelligence is undergoing a seismic shift. While cloud-based APIs dominated the early generative AI era, the in…

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The Evolution of Python Automation: Building Intelligent Agents and High-Performance Workflows
14 mins read

The Evolution of Python Automation: Building Intelligent Agents and High-Performance Workflows

  • AI/ML
December 8, 2025December 27, 2025 Riko IshikawaTagged Python automation

Introduction Automation has long been the cornerstone of Python’s popularity. From simple file manipulation scripts to Learn about Python automation.

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Architecting Modern Web Applications: A Deep Dive into Django Async, Concurrency Models, and Comparative Patterns
5 mins read

Architecting Modern Web Applications: A Deep Dive into Django Async, Concurrency Models, and Comparative Patterns

  • API Development
December 6, 2025December 26, 2025 Riko IshikawaTagged Django async

The landscape of Python web development has undergone a seismic shift in recent years. For over a decade, the WSGI (Web Server Learn about Django async.

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Beyond Standard Pandas: Scaling Data Workflows with Modin, Polars, and PyArrow
11 mins read

Beyond Standard Pandas: Scaling Data Workflows with Modin, Polars, and PyArrow

  • AI/ML
December 4, 2025December 26, 2025 Riko IshikawaTagged Pandas updates

For over a decade, Pandas has been the undisputed king of data manipulation in the Python ecosystem. It provided the intuitive Learn about Pandas updates.

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Mastering DuckDB Python: The Ultimate Relational Runtime for Data Wrangling
13 mins read

Mastering DuckDB Python: The Ultimate Relational Runtime for Data Wrangling

  • Data Engineering
December 1, 2025December 26, 2025 Riko IshikawaTagged DuckDB python

Introduction In the rapidly evolving landscape of data engineering and analysis, the separation between storage, compute, and Learn about DuckDB python.

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