2022 - Data Science Current

How to Predict Harmful Algal Blooms Using LightGBM and Satellite Imagery

DrivenData Labs

DECEMBER 13, 2022

How to Predict Harmful Algal Blooms Using LightGBM and Satellite Imagery ¶ Welcome to the benchmark notebook for the Tick Tick Bloom: Harmful Algal Bloom Detection Challenge ! A significant challenge that water quality managers face is the formation of harmful algal blooms (HABs) such as cyanobacteria. Let's get started.

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Instruction fine-tuning for FLAN T5 XL with Amazon SageMaker Jumpstart

AWS Machine Learning Blog

MAY 22, 2023

The power of LLMs comes from their capacity to learn and generalize from extensive and diverse training data. Text completion or imputation is one of the most common unsupervised objectives: given a chunk of text, the model learns to accurately predict what comes next (for example, predict the next sentence).

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AWS Natural Language Processing Machine Learning Machine Learning

Data Science Current

How to Predict Harmful Algal Blooms Using LightGBM and Satellite Imagery

Instruction fine-tuning for FLAN T5 XL with Amazon SageMaker Jumpstart

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