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Reinforcement Learning: an Easy Introduction to Value Iteration

Learn the fundamentals of RL and how to apply Value Iteration to a simple example problem Value Iteration (VI) is typically one of the first algorithms introduced on the Reinforcement Learning (RL) learning pathway. The underlying specifics of the algorithm introduce

How to Create Map Plots with Plotly

5 examples from the Significant Volcanic Eruption database Continue reading on Towards Data Science »

Challenges in Stop Generation within Llama 2

An Exploration with Potential Solutions Llama: Photo by Liudmila Shuvalova The launch of Llama 2 by Meta has ignited excitement within the community, marking the dawn of an era for well performed large language models that were previously only accessible

Why Your Data Pipelines Need Closed-Loop Feedback Control

Realities of company and cloud complexities require new levels of control and autonomy to meet business goals at scale Image by Cosmin Paduraru As data teams scale up on the cloud, data platform teams need to ensure the workloads they are responsible

How to Store Historical Data Much More Efficiently

A hands-on tutorial using PySpark to store up to only 0.01% of a DataFrame’s rows without losing any information. Continue reading on Towards Data Science »

From Encodings to Embeddings

concepts and fundamentals: from SVD to neural networks Continue reading on Towards Data Science »