Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Aurélien Géron [2 years ago]

Download or Read Online Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow - Aurélien Géron free Book (PDF, ePub, Mobi), Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) to help you gain an intuitive understanding of the concepts and tools for building intelligent systems.

With this updated third edition, author Aurélien Géron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started.
Use Scikit-learn to track an example ML project end to endExplore several models, including support vector machines, decision trees, random forests, and ensemble methodsExploit unsupervised learning techniques such as dimensionality reduction, clustering, and anomaly detectionDive into neural net architectures, including convolutional nets, recurrent nets, generative adversarial networks, autoencoders, diffusion models, and transformersUse TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learning

Are you looking for Ebook Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow? You will be glad to know that right now a Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow PDF is available on our online library. With our online resources, you can find Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow or just about any type of ebooks, for any type of product. Read Online Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow eBook here.

We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with eBook Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow. To get started finding Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, you are right to find our website which has a comprehensive collection of ebook listed. Our library is the biggest of these that have literally hundreds of thousands of different products represented. You will also see that there are specific sites catered to different product types or categories, brands or niches related with Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow eBook PDF. So depending on what exactly you are searching, you will be able to choose ebooks to suit your own needs.