Data Science Dojo

AUGUST 19, 2024

This happens when the model is too simple to capture the underlying patterns in the data. To mitigate overfitting and underfitting: Regularization: Techniques like L1 and L2 regularization can help prevent overfitting by penalizing complex models. Classification: Accuracy: The proportion of correct predictions.

AI 364

AI AI Machine Learning Machine Learning 364

DagsHub

APRIL 21, 2024

Best MLOps Tools & Platforms for 2024 In this section, you will learn about the top MLOps tools and platforms that are commonly used across organizations for managing machine learning pipelines. Data storage and versioning Some of the most popular data storage and versioning tools are Git and DVC.

Machine Learning 59

Machine Learning Machine Learning ML ML 59

Pickl AI

NOVEMBER 28, 2024

billion in 2024, at a CAGR of 10.7%. R and Other Languages While Python dominates, R is also an important tool, especially for statistical modelling and data visualisation. Model evaluation and tuning involve several techniques to assess and optimise model accuracy and reliability. billion in 2023 to $181.15

Machine Learning 52

Machine Learning Machine Learning ML ML 52