Machine Learning

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

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

[ad_1] ! If you’ve been following along, we’ve come a long way. In Part 1, we did the “dirty work”…
Deep Reinforcement Learning: The Actor-Critic Method

Deep Reinforcement Learning: The Actor-Critic Method

[ad_1] that frustrating hovering drone from ? The one that learned to descend toward the platform, pass through it, and then…
Production-Ready LLMs Made Simple with the NeMo Agent Toolkit

Production-Ready LLMs Made Simple with the NeMo Agent Toolkit

[ad_1] had launched its own LLM agent framework, the NeMo Agent Toolkit (or NAT), I got really excited. We usually…
What Coming to Code Taught Me About Data Science

What Coming to Code Taught Me About Data Science

[ad_1] of The Arrival of the Codea series of daily programming challenges released in December, for the first time. Daily…
Chunk Size as an Experimental Variable in RAG Systems

Chunk Size as an Experimental Variable in RAG Systems

[ad_1] User: “What does the green highlighting mean in this document?”RAG system: “Green highlighted text is interpreted as configuration settings.”…
Bonus 2 Machine Learning “Advent Calendar”: Gradient Descent Variations in Excel

Bonus 2 Machine Learning “Advent Calendar”: Gradient Descent Variations in Excel

[ad_1] use it gradient descent to find the correct values ​​for their weights. Linear regression, logistic regression, neural networks, and…
Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

[ad_1] One might encounter a number of frustrating difficulties when trying to numerically solve a difficult nonlinear and nonconvex optimal…
Bonus 1 Machine Learning “Advent Calendar”: AUC in Excel

Bonus 1 Machine Learning “Advent Calendar”: AUC in Excel

[ad_1] we will use AUC in Excel. AUC is often used for classification tasks as a performance metric. But we…
Agents Under the Curve (AUC)

Agents Under the Curve (AUC)

[ad_1] TLDR in healthcare often output binary decisions such as disease or no disease, which by themselves cannot produce a…
Google AI announcements from December

Google AI announcements from December

[ad_1] We've announced a new trial to improve browsing and manage complex Internet tasks. We've all heard the conflict of…
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