· ai
The Real Challenge in Data Storytelling: Getting Buy-In for Simplicity
What happens when your clear dashboard meets stakeholders who want everything on one screen The post The Real Challenge in Data Storytelling: Getting Buy-In for...
Source
Towards Data Science
185 posts from this source
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- · ai
EDA in Public (Part 3): RFM Analysis for Customer Segmentation in Pandas
How to build, score, and interpret RFM segments step by step The post EDA in Public Part 3: RFM Analysis for Customer Segmentation in Pandas appeared first on T...
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Deep Reinforcement Learning: The Actor-Critic Method
Robot friends collaborate to learn to fly a drone The post Deep Reinforcement Learning: The Actor-Critic Method appeared first on Towards Data Science....
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Production-Ready LLMs Made Simple with the NeMo Agent Toolkit
From simple chat to multi-agent reasoning and real-time REST APIs The post Production-Ready LLMs Made Simple with the NeMo Agent Toolkit appeared first on Towar...
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What Advent of Code Has Taught Me About Data Science
Five key learnings that I discovered during a programming challenge and how they apply to data science The post What Advent of Code Has Taught Me About Data Sci...
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Chunk Size as an Experimental Variable in RAG Systems
Understanding retrieval in RAG systems by experimenting with different chunk sizes The post Chunk Size as an Experimental Variable in RAG Systems appeared first...
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The Machine Learning “Advent Calendar” Bonus 2: Gradient Descent Variants in Excel
Gradient Descent, Momentum, RMSProp, and Adam all aim for the same minimum. They do not change the destination, only the path. Each method adds a mechanism that...
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Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems
With some hints for good numerics The post Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems appeared first on Towards Data...
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The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel
AUC measures how well a model ranks positives above negatives, independent of any chosen threshold. The post The Machine Learning “Advent Calendar” Bonus 1: AUC...
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Agents Under the Curve (AUC)
Towards understanding if your agentic solution is actually better The post Agents Under the Curve AUC appeared first on Towards Data Science....
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How to Facilitate Effective AI Programming
How to ensure your coding agent has the same context as you The post How to Facilitate Effective AI Programming appeared first on Towards Data Science....
- · ai
Machine Learning vs AI Engineer: What Are the Differences?
One of the most confusing questions in tech right now is: What is the difference between an AI engineer and a machine learning engineer? Both are six-figure job...