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Data Science

Data science with Python: data visualization with Matplotlib, Seaborn and Plotly, machine-learning basics such as decision trees, and working with large language models.

px.imshow Heatmap Squashed? Fix the Aspect Ratio in One Line

Last Updated on: September 30, 2026 by Anup Das
px.imshow aspect ratio: a squashed heatmap strip with aspect equal becomes a full heatmap with aspect auto

px.imshow keeps every cell square by default, so a wide matrix becomes a thin strip. One argument fixes it, and here is what else to know about size, zoom and go.Heatmap.

12 Prompt Engineering Techniques That Still Matter in 2026

Last Updated on: September 29, 2026 by Anup Das
Prompt Engineering techniques 2026

Most prompt engineering advice was written for models that no longer exist. Here’s what still works.

AgentVerse Multi-Agent Framework: Paper, Code & Setup

Last Updated on: September 29, 2026 by Anup Das
AgentVerse multi-agent framework: paper, code and setup

How multiple AI agents team up to solve problems no single LLM can handle.

How to Master LangChain Agents with ReAct: Definitive Guide

Last Updated on: September 29, 2026 by Anup Das
How to master LangChain agents with ReAct

A complete walkthrough of the ReAct pattern teaching LLMs to reason and act with LangChain.

Ultimate Guide to Data Visualization in Python: Exploring the Top 3 Libraries

Last Updated on: June 17, 2026 by Anup Das
Ultimate Guide to Data Visualization in Python Exploring the Top 3 Libraries

Turn messy datasets into clear, compelling charts with Python’s three most powerful libraries.

Zero to Mastery Decision Tree Guide to Move in Data Science

Last Updated on: June 17, 2026 by Anup Das
Zero-to-Mastery-Guide-for-Decision-Tree-to-Move-to-Data-Science

Everything you need to understand decision trees, the simple, powerful algorithm to start with.

Anup Das

I’m an Applied AI Systems Architect sharing practical deep dives on System Design, Backend Architecture, GenAI Infrastructure, and scalable Python applications.

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Clear, practical writing on system design, GenAI and Python, by Anup Das.

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