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Should you learn how to code in the next decade?

Or will AI eat up all the software in the world?Continue reading on Towards Data Science »

Sat Nov 2, 2024 16:23
A Simple Example Using PCA for Outlier Detection

Improve accuracy, speed, and memory usage by performing PCA transformation before outlier detectionThis article continues a series related to applications of PCA (principle component analysis) for outlier detection, following Using PCA for Outlier Detection. That article described PCA itself, and introduced the two main ways we can use PCA for outlier...

Sat Nov 2, 2024 16:18
MOIRAI-MOE: Upgrading MOIRAI with Mixture-of-Experts for Enhanced Forecasting

The popular foundation time-series model just got an update!Continue reading on Towards Data Science »

Sat Nov 2, 2024 14:48
Open-ended evaluations with LLMs

Unsupervised LLM EvaluationsPractitioners guide to judging outputs of large language models<TLDR>Evaluating AI-generated outputs is critical for building robust applications of large language models because it allows complex AI applications to be split into simple stages with built-in error control.It is relatively straightforward to evaluate...

Sat Nov 2, 2024 05:48
Unpopular Opinion: It’s Harder Than Ever to Be a Good Data Scientist

What working as a data scientist at various companies and industries over the past 6+ years has taught meContinue reading on Towards Data Science »

Fri Nov 1, 2024 23:41
On the Programmability of AWS Trainium and Inferentia

Accelerating AI/ML Model Training with Custom Operators — Part 4Photo by Agata Bres on UnsplashIn this post we continue our exploration of the opportunities for runtime optimization of machine learning (ML) workloads through custom operator development. This time, we focus on the tools provided by the AWS Neuron SDK for developing and running new kernels...

Fri Nov 1, 2024 21:19

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