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DATA-X: m420 - Bread & Butter Deep Learning: Regression and Classification using TensorFlow v2 and Ludwig. This notebook covers advanced topics in machine learning. However, it does not require any prior knowledge in machine learning. The goal of this notebook is to teach a user how to deploy deep learning regression and classification models, u…
DATA-X: m410 - TensorFlow - Shallow Neural Networks; An Introduction to TensorFlow V.2. Tensorflow (TF) is an open-source library used for dataflow, differentiable programming, symbolic math, and machine learning applications such as deep learning neural networks. TF's flexible architecture allows for easy deployment across varied processing pla…
DATA-X: m320 - Flask - Easy Web Development for Rapid Deployment. Provides a quick overview of how to set up a barebones Flask environment. This material can then be used to learn how to productionize ML models, build dynamic dashboard, and build complete websites -- quickly and easily.