Towards AI

FEBRUARY 11, 2025

2020) Scaling Laws for Neural Language Models [link] First formal study documenting empirical scaling laws Published by OpenAI The Data Quality Conundrum Not all data is created equal. This method not only expands the available training data but also enhances model efficiency and problem-solving abilities.

Data Quality 53

Data Quality Data Engineering Data Engineering Data Engineering 53

Flipboard

FEBRUARY 2, 2023

Models were trained and cross-validated on the 2018, 2019, and 2020 seasons and tested on the 2021 season. He has collaborated with the Amazon Machine Learning Solutions Lab in providing clean data for them to work with as well as providing domain knowledge about the data itself.

Cross Validation 121

Cross Validation ML ML Machine Learning 121

Alation

JULY 7, 2022

Starting in the summer of 2020, students began using Alation to learn how to work with data and communicate around it effectively. This year, there are more than 900 academic programs offering training in data science. LinkedIn’s 2020 Emerging Job Report lists Data Scientist at #3 with 37% annual growth.

Data Scientist 52

Data Scientist Data Analyst Analytics Analytics 52

AWS Machine Learning Blog

FEBRUARY 10, 2023

Feature engineering Game tracking data is captured at 10 frames per second, including the player location, speed, acceleration, and orientation. Our feature engineering constructs sequences of play features as the input for model digestion. Each season consists of around 17,000 plays.

ML 94

ML ML Machine Learning Machine Learning 94