Josh Gordon

TensorFlow

Introduction to TensorFlow 2.0

TensorFlow 2.0 is all about ease of use, and there has never been a better time to get started. In this talk, learn about model-building styles for beginners and experts, including the Sequential, Functional, and Subclassing APIs. We will share complete, end-to-end code examples in each style, covering topics from “Hello World” all the way […]

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Machine Learning

Writing a Decision Tree Classifier from Scratch

Decision Tree classifiers are intuitive, interpretable, and one of the most effective supervised learning algorithms. In this episode, Josh Gordon walk you through writing a Decision Tree classifier from scratch, in pure Python, introducing you to  concepts including Decision Tree Learning, Gini Impurity, and Information Gain.

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