· ai
The Machine Learning “Advent Calendar” Day 3: GNB, LDA and QDA in Excel
From local distance to global probability The post The Machine Learning “Advent Calendar” Day 3: GNB, LDA and QDA in Excel appeared first on Towards Data Scienc...
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Towards Data Science
185 posts from this source
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- · ai
How to Turn Your LLM Prototype into a Production-Ready System
The most famous applications of LLMs are the ones that I like to call the “wow effect LLMs.” There are plenty of viral LinkedIn posts about them, and they all s...
- · ai
Multi-Agent Arena: Insights from London Great Agent Hack 2025
What mattered: robust agents, glass-box reasoning, and red-team resilience The post Multi-Agent Arena: Insights from London Great Agent Hack 2025 appeared first...
- · ai
How to Code Your Own Website with AI
Learn how to vibe-code your own website The post How to Code Your Own Website with AI appeared first on Towards Data Science....
- · ai
The Machine Learning “Advent Calendar” Day 2: k-NN Classifier in Excel
Exploring the k-NN classifier with its variants and improvements The post The Machine Learning “Advent Calendar” Day 2: k-NN Classifier in Excel appeared first...
- · software
JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability
Benchmarking JSON libraries for large payloads The post JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability appeared first on Towards Data...
- · ai
How to Use Simple Data Contracts in Python for Data Scientists
Stop your pipelines from breaking on Friday afternoons using simple, open-source validation with Pandera. The post How to Use Simple Data Contracts in Python fo...
- · software
How to Generate QR Codes in Python
A beginner-friendly tutorial exploring the Python 'qrcode' Package The post How to Generate QR Codes in Python appeared first on Towards Data Science....
- · ai
The Machine Learning Lessons I’ve Learned This Month
Christmas connections, Copilot's costs, careful no-choices The post The Machine Learning Lessons I’ve Learned This Month appeared first on Towards Data Science....
- · ai
The Machine Learning “Advent Calendar” Day 1: k-NN Regressor in Excel
This first day of the Advent Calendar introduces the k-NN regressor, the simplest distance-based model. Using Excel, we explore how predictions rely entirely on...
- · ai
The Problem with AI Browsers: Security Flaws and the End of Privacy
How Atlas and most current AI-powered browsers fail on three aspects: privacy, security, and censorship The post The Problem with AI Browsers: Security Flaws an...
- · ai
Learning, Hacking, and Shipping ML
Vyacheslav Efimov on AI hackathons, data science roadmaps, and how AI meaningfully changed day-to-day ML Engineer work The post Learning, Hacking, and Shipping...