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AI, Machine Learning & Data

Data science & statistics

Data science & statistics sits within AI, Machine Learning & Data. Look at the relationship between models, data, demonstrations, and claims about intelligent behavior. This selection contains 56 catalog videos from 44 distinct channels. The examples below offer specific entry points into the subject, with their own vocabulary and scope, rather than a prescribed sequence of lessons.

Recurring catalog topics include statistics, python, big data, data analysis, data science and data visualization. These tags describe overlapping directions within the collection; an individual video may connect several of them. Recorded formats include comedy, commentary, course, demo, explainer, interview, lecture, music, other, podcast, talk and tutorial. Use those differences to choose between approaches to the subject and to compare how different contributors frame related questions.

“A Better Default Colormap for Matplotlib | SciPy 2015 | Nathaniel Smith and Stéfan van der…”, listed under Enthought, is cataloged as talk. SciPy 2015 talk by Nathaniel Smith and Stefan van der Walt on choosing a new default colormap for Matplotlib. It covers why Jet misleads, how perceptual color spaces work, and how viridis…

56 videos