Unite.AI

JUNE 24, 2024

Deep learning is great for some applications — large language models are brilliant for summarizing documents, for example — but sometimes a simple regression model is more appropriate and easier to explain. My own data team generates reports on consumption which we make available daily to our customers.

Data Scientist 130

Data Scientist Large Language Models Machine Learning Software Engineer 130

ODSC - Open Data Science

FEBRUARY 24, 2023

Data Quality Now that you’ve learned more about your data and cleaned it up, it’s time to ensure the quality of your data is up to par. With these data exploration tools, you can determine if your data is accurate, consistent, and reliable.

Data Analysis 126

Data Analysis Data Science Business Intelligence Python 126

The MLOps Blog

JUNE 27, 2023

Data quality control: Robust dataset labeling and annotation tools incorporate quality control mechanisms such as inter-annotator agreement analysis, review workflows, and data validation checks to ensure the accuracy and reliability of annotations. Data monitoring tools help monitor the quality of the data.

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

Pickl AI

AUGUST 1, 2024

Collaboratio n: Working with data scientists, software engineers, and other stakeholders to integrate Deep Learning solutions into existing systems. Data Quality and Quantity Deep Learning models require large amounts of high-quality, labelled training data to learn effectively.

Deep Learning 52

Deep Learning Neural Network Machine Learning Natural Language Processing 52

ODSC - Open Data Science

OCTOBER 3, 2024

Beyond Interpretability: An Interdisciplinary Approach to Communicate Machine Learning Outcomes Merve Alanyali, PhD | Head of Data Science Research and Academic Partnerships | Allianz Personal Explainable AI (XAI) is one of the hottest topics among AI researchers and practitioners. billion customer interactions.

Large Language Models 40

Large Language Models Machine Learning Data Scientist LLM 40