Snorkel AI

SEPTEMBER 26, 2023

Scaling clinical trial screening with document classification Memorial Sloan Kettering Cancer Center, the world’s oldest and largest private cancer center, provides care to increase the quality of life of more than 150,000 cancer patients annually. Watch this and many other sessions on-demand at future.snorkel.ai.

Auto-classification 52

Auto-classification Categorization Data Scientist ML 52

AWS Machine Learning Blog

JULY 31, 2023

It also enables you to evaluate the models using advanced metrics as if you were a data scientist. In this post, we show how a business analyst can evaluate and understand a classification churn model created with SageMaker Canvas using the Advanced metrics tab. The F1 score provides a balanced evaluation of the model’s performance.

Auto-classification 91

Auto-classification Machine Learning ML Auto-complete 91

Snorkel AI

JANUARY 11, 2023

Using Snorkel Flow, Pixability leveraged foundation models to build small, deployable classification models capable of categorizing videos across more than 600 different classes with 90% accuracy in just a few weeks. Rich information was buried within titles, descriptions, content, and tags and was difficult to normalize.

NLP 52

NLP Auto-classification Categorization Natural Language Processing 52

The MLOps Blog

APRIL 20, 2023

For example, in medical imaging, techniques like skull stripping and intensity normalization are often used to remove irrelevant background information and normalize tissue intensities across different scans, respectively. Data augmentation Data augmentation is essential for boosting the size and diversity of your dataset.

Computer Vision 64

Computer Vision Auto-classification Neural Network Convolutional Neural Networks 64

Pickl AI

MARCH 10, 2023

Furthermore, it ensures that data is consistent while effectively increasing the readability of the data’s algorithm. Data Cleaning is an essential part of the Data Pre-processing task, which improves the data quality, allowing efficient decision-making.

Data Scientist 52

Data Scientist Data Science Data Integration Auto-classification 52

DataRobot Blog

MARCH 10, 2022

By enabling data scientists to rapidly iterate through model development, validation, and deployment, DataRobot provides the tools to blitz through steps four and five of the machine learning lifecycle with AutoML and Auto Time-Series capabilities. More Information. and recommend the best optimization metric to use.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Automation Auto-classification 52

Snorkel AI

FEBRUARY 27, 2023

A day or two after some big research lab announces a state-of-the-art result on classifying images, extracting information from text, or detecting cyber attacks, you can go find that same model and replicate those state-of-the-art results with a couple lines of Python code and an internet connection. This could be something really simple.

Machine Learning 52

Machine Learning Large Language Models AI AI 52

Snorkel AI

FEBRUARY 27, 2023

A day or two after some big research lab announces a state-of-the-art result on classifying images, extracting information from text, or detecting cyber attacks, you can go find that same model and replicate those state-of-the-art results with a couple lines of Python code and an internet connection. This could be something really simple.

Machine Learning 52

Machine Learning Large Language Models AI AI 52