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Towards Data Science
Your home for data science. A publication sharing concepts, ideas and codes.
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Field Boundary Detection in Satellite Imagery Using the SAM2 Model
Field Boundary Detection in Satellite Imagery Using the SAM2 Model
Step-by-Step Tutorial on Applying Segment Anything Model Version 2 to Satellite Imagery for Detecting and Exporting Field Boundaries in…
Mahyar Aboutalebi, Ph.D. 🎓
Nov 15
Techniques for Chat Data Analytics with Python
Techniques for Chat Data Analytics with Python
Part II: Topic Extraction with BERTopic
Robin von Malottki
Nov 14
Latest
Ontology Reasoning in Knowledge Graphs
Ontology Reasoning in Knowledge Graphs
A Python hands-on guide to understand the principles of generating new knowledge by following logical processes
Giuseppe Futia
Nov 14
Set Up a Local ChatGPT-Like Interface + Copilot in Less Than 10 Minutes
Set Up a Local ChatGPT-Like Interface + Copilot in Less Than 10 Minutes
Using Ollama, Llama3, Continue, and Open WebUI to bring a safe, local, open source, and free virtual assistant experience
Jeremy DiBattista
Nov 14
Gradient Boosting Regressor, Explained: A Visual Guide with Code Examples
Gradient Boosting Regressor, Explained: A Visual Guide with Code Examples
Fitting to errors one booster stage at a time
Samy Baladram
Nov 14
Why STEM Is Important for Any Data Scientist
Why STEM Is Important for Any Data Scientist
3 cases to prove this from my own experience
Radmila M.
Nov 14
Network Analysis, Diffusion Models, Data Lakehouses, and More: Our Best Recent Deep Dives
Network Analysis, Diffusion Models, Data Lakehouses, and More: Our Best Recent Deep Dives
Our weekly selection of must-read Editors’ Picks and original features
TDS Editors
Nov 14
How To Up-Skill In Data Science
How To Up-Skill In Data Science
My framework for continually becoming a better data scientist
Egor Howell
Nov 14
Writing LLMs in Rust: Looking for an Efficient Matrix Multiplication
Writing LLMs in Rust: Looking for an Efficient Matrix Multiplication
Here are the lessons I learned and how I am writing llm.rust and tackling the matrix multiplication problem
Stefano Bosisio
Nov 14
Keeping Your AI Agent in Check: An Introductory Guide to Traces, Metrics and Logging
Keeping Your AI Agent in Check: An Introductory Guide to Traces, Metrics and Logging
Learn how to implement metrics, logs, and centralized monitoring to keep your AI agents robust and production-ready
Youness Mansar
Nov 14
A Practical Framework for Data Analysis: 6 Essential Principles
A Practical Framework for Data Analysis: 6 Essential Principles
How to uncover insights from data like a pro
Pararawendy Indarjo
Nov 13
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