Homepage
Open in app
Sign in
Get started
Towards Data Science
Your home for data science. A Medium publication sharing concepts, ideas and codes.
Latest
Editors' Picks
Deep Dives
About
Contribute
Newsletter
Follow
Following
Reinforcement Learning, Part 4: Monte Carlo Control
Reinforcement Learning, Part 4: Monte Carlo Control
Harnessing Monte Carlo algorithms to discover the best strategies
Vyacheslav Efimov
Jun 10
The Challenges of Retrieving and Evaluating Relevant Context for RAG
The Challenges of Retrieving and Evaluating Relevant Context for RAG
A case study with a grade 1 text understanding exercise for how to measure context relevance in your retrieval-augmented generation system…
Leonie Monigatti
Jun 10
Latest
Task-Aware RAG Strategies for When Sentence Similarity Fails
Task-Aware RAG Strategies for When Sentence Similarity Fails
When retrieval is based on an additional metric besides just sentence similarity, traditional methods perform poorly.
Michael Ryaboy
Jun 10
Analyzing Lake Mendota Ice Phenology with Python
Analyzing Lake Mendota Ice Phenology with Python
An analysis-ready dataset you can use right now
Luke Gloege, Ph.D.
Jun 10
How Do Computers Actually Compute?
How Do Computers Actually Compute?
A Budding Data Scientist’s Introduction to Computer Hardware
W. Caden Hamrick
Jun 10
Deploy a LightGBM ML Model With GitHub Actions
Deploy a LightGBM ML Model With GitHub Actions
A beginner’s guide to getting out of Jupyter notebooks and deploying ML models
Matt Chapman
Jun 10
Building LLM Apps: A Clear Step-By-Step Guide
Building LLM Apps: A Clear Step-By-Step Guide
Comprehensive Steps for Building LLM-Native Apps: From Initial Idea to Experimentation, Evaluation, and Productization
Almog Baku
Jun 10
It’s Time to Finally Memorize those Dang Classification Metrics!
It’s Time to Finally Memorize those Dang Classification Metrics!
Intuition behind the metrics and how I finally memorized them
Jarom Hulet
Jun 9
Pandas Indexes And Headers, Have You Ever Been Confused?
Pandas Indexes And Headers, Have You Ever Been Confused?
From single-level index and headers to multi-level, why and how?
Christopher Tao
Jun 9
Hands On Optimization with Expected Improvement and Gaussian Process Regression, in Python
Hands On Optimization with Expected Improvement and Gaussian Process Regression, in Python
A friendly guide to Expected Improvement for Global Optimization, in Python
Piero Paialunga
Jun 9
Here is what using an LLM for monsters taught me about programming
Here is what using an LLM for monsters taught me about programming
How I learned to use AI as an alternative to generate amazing random data.
Kory Becker
Jun 9
About Towards Data Science
Latest Stories
Archive
About Medium
Terms
Privacy
Teams