Deep Dives

Deep Reinforcement Learning: The Actor-Critic Method

that frustrating hovering drone from ? The one which learned to descend toward the platform, go through it, after which just… hang around below it eternally? Yeah, me too. I spent a whole afternoon...

EDA in Public (Part 3): RFM Evaluation for Customer Segmentation in Pandas

! In case you’ve been following along, we’ve come a good distance. In Part 1, we did the “dirty work” of cleansing and prepping. In Part 2, we zoomed out to a high-altitude view of...

Production-Ready LLMs Made Easy with the NeMo Agent Toolkit

had launched its own LLM agent framework, the NeMo Agent Toolkit (or NAT), I got really excited. We normally consider Nvidia as the corporate powering your entire LLM hype with its GPUs, so...

What Advent of Code Has Taught Me About Data Science

within the , a series of each day programming challenges released throughout December, for the primary time. The each day challenges normally contain two puzzles constructing on an identical problem. Although these challenges...

Agents Under the Curve (AUC)

TLDR in healthcare often output binary decisions comparable to disease or no disease, which by themselves cannot produce a meaningful AUC. AUC remains to be the usual technique to compare risk and detection models in...

Methods to Construct an AI-Powered Weather ETL Pipeline with Databricks and GPT-4o: From API To Dashboard

, Databricks has shaken the information market once more. The corporate launched its free edition of the Databricks platform It's an incredible resource for learning and testing, to say the least. With that in mind,...

The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel

of my Machine Learning Advent Calendar. Before closing this series, I would really like to sincerely thank everyone who followed it, shared feedback, and supported it, specifically the Towards Data Science team. Ending this calendar...

Synergy in Clicks: Harsanyi Dividends for E-Commerce

Have you ever ever played a co-operative game or sport? Let’s consider one other example, but this time within the skilled world. Let’s say you're a part of a company whose primary technique of...

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