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Towards Data Science

63.4K posts

Towards Data Science

@TDataScience

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towardsdatascience.com

Joined October 2016

Towards Data Science
@TDataScience
Jan 1, 2024
"While a managed training service might be the ideal solution for many ML developers [..], there are some occasions that warrant running directly on 'unmanaged' machine instances [...]." Chaim Rand expands in his latest post on ML engineering solutions. buff.ly/47jyFi8
18K
Towards Data Science
@TDataScience
Dec 10, 2023
Courage to Learn ML: Decoding Likelihood, MLE, and MAP by Amy Ma buff.ly/3t06Fls
13K
Towards Data Science
@TDataScience
Dec 28, 2023
Courage to Learn ML: An In-Depth Guide to the Most Common Loss Functions - MSE, Log Loss, Cross Entropy, RMSE, and the Foundational Principles of Popular Loss Functions by Amy Ma buff.ly/3RGZ5EJ
11K
Towards Data Science
@TDataScience
Dec 16, 2023
"With the announcement of MLX, it seems that Apple wants to make a significant leap into open source deep learning." Tristan Bilot provides a helpful benchmark to assess the performance of Apple's new machine learning framework. buff.ly/3NRtdfx
21K
Towards Data Science
@TDataScience
Jan 8, 2024
If you're a machine learning engineer in need of an accessible introduction to log loss — including the math and theory behind it — don't miss @jrobvision's thorough explainer. buff.ly/46yLKDv
15K
Towards Data Science
@TDataScience
Oct 12, 2022
The 10 Best Data Visualizations of 2022 by Terence Shin buff.ly/3rJPfVQ
Towards Data Science
@TDataScience
Jun 5, 2024
"If all machine learning engineers want one thing, it’s faster model training — maybe after good test metrics" by @alexdremov_me buff.ly/45skkk9
9.7K
Towards Data Science
@TDataScience
Dec 22, 2023
In some instances, machine learning shouldn't, in fact, be your go-to solution. Toon Beerten explains the tradeoffs of various approaches using a signature-detection case study. buff.ly/48b07zQ
7K
Towards Data Science
@TDataScience
Apr 17, 2022
An Interactive Guide to Hypothesis Testing in Python by @GongDestin buff.ly/3OgBbgL
Towards Data Science
@TDataScience
Mar 12, 2024
Building scalable Kubeflow ML pipelines on Vertex AI and ‘jailbreaking’ Google prebuilt containers by Kabeer Akande buff.ly/49F9b0p
6.6K