Hands-on Machine Learning with Python

Hands-on Machine Learning with Python

Implement Neural Network Solutions with Scikit-learn and PyTorch

Pajankar, Ashwin; Joshi, Aditya

APress

03/2022

335

Mole

Inglês

9781484279205

15 a 20 dias

677

Descrição não disponível.
Chapter 1: Getting Started with Python 3 and Jupyter Notebook.- Chapter 2: Getting Started with NumPy.- Chapter 3 : Introduction to Data Visualization.- Chapter 4 : Introduction to Pandas .- Chapter 5: Introduction to Machine Learning with Scikit-Learn.- Chapter 6: Preparing Data for Machine Learning.- Chapter 7: Supervised Learning Methods - 1.- Chapter 8: Tuning Supervised Learners.- Chapter 9: Supervised Learning Methods - 2.- Chapter 10: Ensemble Learning Methods.- Chapter 11: Unsupervised Learning Methods.- Chapter 12: Neural Networks and Pytorch Basics.- Chapter 13: Feedforward Neural Networks.- Chapter 14: Convolutional Neural Network.- Chapter 15: Recurrent Neural Network.- Chapter 16: Bringing It All Together.
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Machine Learning;Python;Data Science;Numpy;Pandas;Matplotlib;CNN;RNN;LSTM;Keras;TensorFlow;PyTorch