High-quality data meets enterprise MLOps

High-quality data meets enterprise MLOps

According to the 2021 enterprise trends in machine learning report by Algorithmia, 83% of all organizations have increased their AI/ML budgets year-on-year, and the average number of data scientists employed has grown by 76% over the same period. However, the process...
Top 10 Open-Source Data Science Tools in 2022

Top 10 Open-Source Data Science Tools in 2022

I’m not going to list Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, TensorFlow, PyTorch, etc. You probably know about these already. There is nothing wrong with these libraries; they’re already the bare minimum essential for data science using python. And the...
How Can I Measure Data Quality?

How Can I Measure Data Quality?

Flag all your data quality issues by priority in a few lines of code “Everyone wants to do the model work, not the data work” — Google Research According to Alation’s State of Data Culture Report, 87% of employees attribute poor data quality to why most organizations...