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June 11, 2023

Unlocking the Power of a Data Catalog for Your Business

The importance of data quality & profiling for the success of Machine Learning In today's world, businesses around the globe are generating a vast amount of data. To be able to adopt a data-driven initiative, organizations must manage data...

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Unlocking the Power of a Data Catalog for Your Business
ydata-profiling, data profiling, pandas profiling, EDA, automated EDA, data quality profiling

ydata-profiling: automated data quality for data pipelines

In the dynamic landscape of Data-Centric AI, data quality is crucial for the success of any analytics or machine learning initiative. Data profiling is an essential process that provides insights into the intricacies of your datasets,...

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YData Fabric Synthetic data vs SDV

YData Fabric Synthetic data vs SDV

Synthetic data is a cornerstone of Data Centric-AI, an approach that focuses primarily on data quality rather than models. For the past few years, synthetic data gained attention because of a wide range of applications such as data...

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Data Pipeline Selection and Optimization

Data Pipeline Selection and Optimization

In recent years, machine learning has revolutionized how businesses and organizations operate. However, one aspect that is often overlooked is the importance of data pipelines in influencing machine learning performance. In this paper, the...

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 Air quality in California, San Francisco United State, Golden Gate Bridge

A Machine Learning Approach to Predict Air Quality in California

Predicting air quality is a complex task that has become increasingly relevant in urban areas due to air pollution's critical impact on human health and the environment. In this context, machine learning techniques have proven to be...

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