AWS Machine Learning Blog

OCTOBER 30, 2024

For this demonstration, we use a public Amazon product dataset called Amazon Product Dataset 2020 from a kaggle competition. She specializes in leveraging cloud computing, machine learning, and Generative AI to help customers address complex business challenges across various industries.

Machine Learning 106

Machine Learning Machine Learning AWS Data Scientist 106

How to Learn Machine Learning

MAY 14, 2023

Acquiring Essential Machine Learning Knowledge Once you have a strong foundation in mathematics and programming, it’s time to dive into the world of machine learning. Additionally, you should familiarize yourself with essential machine learning concepts such as feature engineering, model evaluation, and hyperparameter tuning.

Machine Learning 52

Machine Learning Machine Learning Deep Learning Deep Learning 52

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. Some argue that while scaling has driven progress so far, we may eventually exhaust high-quality training data, leading to diminishing returns.

Data Quality 54

Data Quality Data Engineering Data Engineer Data Engineering 54

Data Science Blog

MARCH 14, 2023

Cloud Computing , erst mit den Infrastructure as a Service (IaaS) Angeboten von Amazon, Microsoft und Google, wurde zum Enabler für schnelle, flexible Big Data Architekturen. GPT-3 wurde mit mehr als 100 Milliarden Wörter trainiert, das parametrisierte Machine Learning Modell selbst wiegt 800 GB (quasi nur die Neuronen!)

Big Data 147

Big Data Big Data Apache Hadoop Data Science 147