With many organizations having machine learning models running in production, some are discovering that inefficiencies exists in the first step of the process: feature definition and extraction. Robust feature management is now being realized as a key mis... (more…)

The best data labeling tools are intuitive, minimize human involvement, and maximize efficiency. This post showcases 8 tools to help label training data. (more…)

A speaker at a lecture that I have attended recently summarized the philosophy of machine learning this way: “All knowledge comes from observed data, some from direct sensory experience and some from indirect experience, transmitted to us either culturall... (more…)

Getting labeled training data has become the key development bottleneck in supervised machine learning. We provide a broad, high-level overview of recent weak supervision approaches, where noisier or higher-level supervision is used as a more expedient an... (more…)

Today, machine learning is one of the hottest trends, Looking for Open Source Frameworks For Machine Learning and web development here you go read more... (more…)