MLOps

Built-in Expectations in Great Expectations

Great expectation is a Python tool for data testing, documentation, and profiling. Here is a figure from the documentation describing its purpose: Great Expectations makes it easy to include data testing in your ML pipeline, when dealing with…


Some cool open-source Python packages for Machine Learning Ep 5

There is a very rich ecosystem of Python libraries related to ML. Here is a list of some “active”, open-source packages that may be useful for ML day-to-day activities. Previous post list: Some cool open-source Python packages for Machine…


Some cool open-source Python packages for Machine Learning Ep 4

DS There is a very rich ecosystem of Python libraries related to ML. Here is a list of some “active”, open-source packages that may be useful for ML day-to-day activities. This post is following these ones: Some cool open-source Python packages…


Some cool open-source Python packages for Machine Learning Ep 3

There is a very rich ecosystem of Python libraries related to ML. Here is a list of some “active”, open-source packages that may be useful for ML day-to-day activities. This post is following these ones: Some cool open-source Python packages…


Some cool open-source Python packages for Machine Learning Ep 2

There is a very rich ecosystem of Python libraries related to ML. Here is a list of some “active”, open-source packages that may be useful for ML day-to-day activities. This post is following that one: Some cool open-source Python packages for…


Some cool open-source Python packages for Machine Learning Ep 1

There is a very rich ecosystem of Python libraries related to ML. Here is a list of some "active", open-source packages that may be useful for ML day-to-day activities. Of course, this list is far from being exhaustive and should evolve as fast…