ODSC - Open Data Science

MARCH 22, 2023

Be sure to check out his session, “ Improving ML Datasets with Cleanlab, a Standard Framework for Data-Centric AI ,” there! Anybody who has worked on a real-world ML project knows how messy data can be. Our goal is to enable all developers to find and fix data issues as effectively as today’s best data scientists.

ML 88

ML ML Data Scientist AI 88

Flipboard

FEBRUARY 2, 2023

The player tracking data contains the player’s position, direction, acceleration, and more (in x,y coordinates). There are around 3,000 and 4,000 plays from four NFL seasons (2018–2021) for punt and kickoff plays, respectively. The data distribution for punt and kickoff are different.

Cross Validation 123

Cross Validation ML ML Machine Learning 123

Tableau

JANUARY 27, 2021

We also reached some incredible milestones with Tableau Prep, our easy-to-use, visual, self-service data prep product. In 2020, we added the ability to write to external databases so you can use clean data anywhere. Tableau Prep can now be used across more use cases and directly in the browser.

Tableau 102

Tableau Business Intelligence Business Intelligence Analytics 102

Mlearning.ai

JANUARY 26, 2023

It can be gradually “enriched” so the typical hierarchy of data is thus: Raw data ↓ Cleaned data ↓ Analysis-ready data ↓ Decision-ready data ↓ Decisions. For example, vector maps of roads of an area coming from different sources is the raw data. 2018, July). Remote Sensing, 12(24), 4033.

AWS 98

AWS Database Data Science Clean Data 98

How to Learn Machine Learning

OCTOBER 10, 2024

Real-Life Examples of Poor Training Data in Machine Learning Amazon’s Hiring Algorithm Disaster In 2018, Amazon made headlines for developing an AI-powered hiring tool to screen job applicants. If your data is biased, your model will perpetuate that bias. Sounds great, right? million annually, as we’ve already found out.

Machine Learning 52

Machine Learning Machine Learning Data Quality Algorithm 52

AWS Machine Learning Blog

MAY 5, 2023

To learn more about Ground Truth, refer to Label Data , Amazon SageMaker Data Labeling FAQs , and the AWS Machine Learning Blog. Connect with the Machine Learning & AI community if you have any questions or feedback! Join the FiftyOne community!

Machine Learning 101

Machine Learning Machine Learning AWS ML 101

Tableau

JANUARY 27, 2021

We also reached some incredible milestones with Tableau Prep, our easy-to-use, visual, self-service data prep product. In 2020, we added the ability to write to external databases so you can use clean data anywhere. Tableau Prep can now be used across more use cases and directly in the browser.

Tableau 52

Tableau Business Intelligence Business Intelligence Analytics 52