Construct, prepare, and deploy ML fashions with TensorFlow: A hands-on journey by way of Google Cloud’s highly effective infrastructure
What you’ll be taught
Grasp the foundational ideas behind easy ML fashions similar to Linear and Logistic Regression fashions utilizing TensorFlow.
Assemble intricate Synthetic Neural Networks (ANN) to deal with extra complicated information challenges.
Design Convolutional Neural Networks (CNN) for picture and sample recognition duties.
Harness the capabilities of Google Cloud’s Colab to execute Python codes for ML duties effectively.
Discover the functionalities of Google Vertex and the way it augments Jupyter pocket book constructions.
Implement end-to-end machine studying workflows, from information preprocessing to mannequin deployment
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