Kirk Borne
@KirkDBorne
Python Machine Learning By Example: https://t.co/3mO7oBt4gc v/ @PacktDataML [4th Edition]
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GitHub: https://t.co/u0eoHafy02…
518-pages! What you will learn:
🟣Machine learning best practices throughout data preparation and model development
🟣Build and improve image classifiers using convolutional neural networks (CNNs) and transfer learning
🟣Develop and fine-tune neural networks using TensorFlow and PyTorch
🟣Analyze sequence data and make predictions using recurrent neural networks (RNNs), transformers, and CLIP
🟣Build classifiers using support vector machines (SVMs) and boost performance with PCA
🟣Avoid overfitting using regularization, feature selection, and more