ODSC - Open Data Science

APRIL 15, 2025

LLMs, AI agents, and generative AI are the buzzwords lighting up the data science world. But if youre serious about working with LLMs or any advanced AI system, you need to start at the foundation. Before you dive into prompt engineering or fine-tuning, its essential to master the AI basics and data science fundamentals.

Data Wrangling 52

Data Wrangling Data Science AI AI 52

Alation

JANUARY 20, 2022

This work enables business stewards to prioritize data remediation efforts. Step 4: Data Sources. This step is about cataloging data sources and discovering data sources containing the specified critical data elements. Step 5: Data Profiling. This is done by collecting data statistics.

Data Quality 94

Data Quality Data Governance Data Profiling Clean Data 94

Pickl AI

OCTOBER 18, 2023

How to Scale Your Data Quality Operations with AI and ML: In the fast-paced digital landscape of today, data has become the cornerstone of success for organizations across the globe. Every day, companies generate and collect vast amounts of data, ranging from customer information to market trends.

Data Quality 52

Data Quality ML ML Machine Learning 52

Pickl AI

JULY 24, 2024

Clear Formatting Remove any inconsistent formatting that may interfere with data processing, such as extra spaces or incomplete sentences. Validate Data Perform a final quality check to ensure the cleaned data meets the required standards and that the results from data processing appear logical and consistent.

Data Quality 52

Data Quality Machine Learning Machine Learning Clean Data 52

Dataconomy

JULY 28, 2023

Data scientists must decide on appropriate strategies to handle missing values, such as imputation with mean or median values or removing instances with missing data. The choice of approach depends on the impact of missing data on the overall dataset and the specific analysis or model being used.

Power BI 91

Power BI Data Preparation Exploratory Data Analysis Machine Learning 91

Snorkel AI

MAY 12, 2023

Three experts from Capital One ’s data science team spoke as a panel at our Future of Data-Centric AI conference in 2022. Please welcome to the stage, Senior Director of Applied ML and Research, Bayan Bruss; Director of Data Science, Erin Babinski; and Head of Data and Machine Learning, Kishore Mosaliganti.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

MAY 12, 2023

Three experts from Capital One ’s data science team spoke as a panel at our Future of Data-Centric AI conference in 2022. Please welcome to the stage, Senior Director of Applied ML and Research, Bayan Bruss; Director of Data Science, Erin Babinski; and Head of Data and Machine Learning, Kishore Mosaliganti.

Machine Learning 52

Machine Learning Machine Learning ML ML 52