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Towards Data Science
Your home for data science. A Medium publication sharing concepts, ideas and codes.
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Why Ratios Trump Raw Numbers in Business Health
Why Ratios Trump Raw Numbers in Business Health
Understanding ratios is key to unlocking deeper insights into your business’s health and driving smarter decision-making
Shirley Bao, Ph.D.
Sep 6
How to Implement Graph RAG Using Knowledge Graphs and Vector Databases
How to Implement Graph RAG Using Knowledge Graphs and Vector Databases
A Step-by-Step Tutorial on Implementing Retrieval-Augmented Generation (RAG), Semantic Search, and Recommendations
Steve Hedden
Sep 6
Latest
LangGraph — Intuitively and Exhaustively Explained
LangGraph — Intuitively and Exhaustively Explained
Building powerful LLM agents within constraints
Daniel Warfield
Sep 6
Causality in ML Models: Introducing Monotonic Constraints
Causality in ML Models: Introducing Monotonic Constraints
Monotonic constraints are key to making machine learning models actionable, yet they are still quite unused
Samuele Mazzanti
Sep 5
An Intuitive Introduction to Reinforcement Learning, Part I
An Intuitive Introduction to Reinforcement Learning, Part I
Exploring popular reinforcement learning environments, in a beginner-friendly way
Jesse Xia
Sep 5
Scaling Numerical Data, Explained: A Visual Guide with Code Examples for Beginners
Scaling Numerical Data, Explained: A Visual Guide with Code Examples for Beginners
Transforming adult-sized data for child-like models
Samy Baladram
Sep 5
The Evolution of Llama: From Llama 1 to Llama 3.1
The Evolution of Llama: From Llama 1 to Llama 3.1
A Comprehensive Guide to the Advancements and Innovations in the Family of Llama Models from Meta AI
Luís Roque
Sep 5
A Guide to Clustering Algorithms
A Guide to Clustering Algorithms
An overview of clustering and the different families of clustering algorithms.
Alex Davis
Sep 5
Reasoning as the Engine Driving Legal Arguments
Reasoning as the Engine Driving Legal Arguments
Statements of reasoning indicate types of argument
Vern R Walker
Sep 5
Building a Multilingual Multi-Agent Chat Application Using LangGraph — Part I
Building a Multilingual Multi-Agent Chat Application Using LangGraph — Part I
In this 3-part series, learn how to build a RAG-based, multilingual, agentic chat application to streamline tasks at workplaces
Roshan Santhosh
Sep 5
How to Construct a Multipage Data Science Web App in Python with Taipy
How to Construct a Multipage Data Science Web App in Python with Taipy
Taipy supports easy navigation between pages in Python web apps — we create a simple CO2 emissions app
Alan Jones
Sep 5
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