Python & TensorFlow: The Roadmap to Deep Machine Learning Expertise
What you will learn
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Grasp fundamentals of machine learning, deep learning, and their applications
Set up and navigate TensorFlow, understanding its architecture and APIs
Master supervised learning algorithms such as linear regression, SVMs, and decision trees
Dive into unsupervised techniques including clustering and PCA
Understand and construct neural networks, including CNNs and RNNs, using TensorFlow
Evaluate and optimize ML models, addressing overfitting and mastering hyperparameter tuning
Deploy TensorFlow models in production environments
Apply skills in a hands-on image classification project
Transition from Python basics to advanced ML & TensorFlow applications
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