Python & TensorFlow: The Roadmap to Deep Machine Studying Experience
What you’ll study
Grasp fundamentals of machine studying, deep studying, and their purposes
Arrange and navigate TensorFlow, understanding its structure and APIs
Grasp supervised studying algorithms akin to linear regression, SVMs, and determination bushes
Dive into unsupervised strategies together with clustering and PCA
Perceive and assemble neural networks, together with CNNs and RNNs, utilizing TensorFlow
Consider and optimize ML fashions, addressing overfitting and mastering hyperparameter tuning
Deploy TensorFlow fashions in manufacturing environments
Apply abilities in a hands-on picture classification undertaking
Transition from Python fundamentals to superior ML & TensorFlow purposes
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