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Exploring the Hadoop ecosystem — key tools to maximize your cluster’s potential
24 min read -
What we can learn from Anthropic’s analysis of millions of Claude.ai chats
5 min read
Latest
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Mastering Prompt Engineering with Functional Testing: A Systematic Guide to Reliable LLM Outputs
Large Language ModelsHow prompt evaluation with a systematic approach composed of algorithmic testing with input/output data fixtures…
15 min read -
Raspberry Pi programmable IO pitfalls illustrated with a musical example
17 min read -
From startups to enterprise, companies are lowering costs and regaining control over their operations
9 min read -
Clean data, clear insights: The LLM workflow for reshaping spreadsheets
10 min read -
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Essential Review Papers on Physics-Informed Neural Networks: A Curated Guide for Practitioners
Machine LearningSkip the noise and focus on what really matters in PINN development
14 min read -
Parquet from scratch: A Python deep dive into a raw parquet file
10 min read -
How mathematics and data analysis can offer a head start to analysing poetry, before even…
11 min read -
Understanding Hadoop’s core components before installation and scaling
23 min read
Editor’s Picks
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Observations on performance and reliability from conversations with dozens of teams racing to productize enterprise…
7 min read -
And when to use which one
12 min read -
The science and art behind tokenization
9 min read -
Data management, GPT context limits, and real-world challenges
26 min read -
Game Theory 101: Mixing strategies
16 min read -
Overcome Failing Document Ingestion & RAG Strategies with Agentic Knowledge Distillation
Machine LearningIntroducing the pyramid search approach
17 min read -
The Urgent Need for Intrinsic Alignment Technologies for Responsible Agentic AI
Artificial IntelligenceRethinking AI alignment and safety in the age of deep scheming
21 min read -
Should human obsolescence be our goal?
12 min read -
Exploring the sources of randomness in GPT-4o from the known and controllable to the opaque…
14 min read
Featured
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Rewarding contributors for the time and effort required to write great articles
3 min read -
Since founding Towards Data Science in 2016, we’ve built the largest publication on Medium with…
7 min read
Deep Dives
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From Fuzzy to Precise: How a Morphological Feature Extractor Enhances AI’s Recognition Capabilities
Artificial IntelligenceMimicking human visual perception to truly understand objects
22 min read -
Implementing CPTR (CaPtion TransformeR) from scratch with PyTorch
33 min read -
And how to order a cheeseburger with an LLM
28 min read -
Understanding how a groundbreaking architecture for computer vision tasks works
18 min read -
Understanding hallucinations as emergent cognitive effects of the training pipeline
11 min read -
How LLaDA works, why it matters, and how it could shape the next generation of…
11 min read