Learn the most important tools in the repertoire of a data scientist and machine learning practitioner – Principal Component Analysis (PCA), Singular Value Decomposition (SVD), and Latent Semantic Analysis (LSA) – with the help of Krishnendu Chaudhury.
In this video, Dr. Leonard Apelstin demonstrates xClustering Large Text Datasets in Python.
From Become a Leader in Data Science by Jike Chong and Yue Cathy Chang
From Practices of the Python Pro by Dane Hillard
This article covers
• Recognizing the signs of tightly coupled code
• Strategies for reducing coupling
Six Questions for Jesse C. Daniel, author of Data Science with Python and Dask