Read Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition By Sebastian Raschka,Vahid Mirjalili
Read Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition By Sebastian Raschka,Vahid Mirjalili
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Ebook About Applied machine learning with a solid foundation in theory. Revised and expanded for TensorFlow 2, GANs, and reinforcement learning.Key FeaturesThird edition of the bestselling, widely acclaimed Python machine learning bookClear and intuitive explanations take you deep into the theory and practice of Python machine learningFully updated and expanded to cover TensorFlow 2, Generative Adversarial Network models, reinforcement learning, and best practicesBook DescriptionPython Machine Learning, Third Edition is a comprehensive guide to machine learning and deep learning with Python. It acts as both a step-by-step tutorial, and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and working examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, Raschka and Mirjalili teach the principles behind machine learning, allowing you to build models and applications for yourself.Updated for TensorFlow 2.0, this new third edition introduces readers to its new Keras API features, as well as the latest additions to scikit-learn. It's also expanded to cover cutting-edge reinforcement learning techniques based on deep learning, as well as an introduction to GANs. Finally, this book also explores a subfield of natural language processing (NLP) called sentiment analysis, helping you learn how to use machine learning algorithms to classify documents.This book is your companion to machine learning with Python, whether you're a Python developer new to machine learning or want to deepen your knowledge of the latest developments.What you will learnMaster the frameworks, models, and techniques that enable machines to 'learn' from dataUse scikit-learn for machine learning and TensorFlow for deep learningApply machine learning to image classification, sentiment analysis, intelligent web applications, and moreBuild and train neural networks, GANs, and other modelsDiscover best practices for evaluating and tuning modelsPredict continuous target outcomes using regression analysisDig deeper into textual and social media data using sentiment analysisWho This Book Is ForIf you know some Python and you want to use machine learning and deep learning, pick up this book. Whether you want to start from scratch or extend your machine learning knowledge, this is an essential resource. Written for developers and data scientists who want to create practical machine learning and deep learning code, this book is ideal for anyone who wants to teach computers how to learn from data. Table of ContentsGiving Computers the Ability to Learn from DataTraining Simple ML Algorithms for ClassificationML Classifiers Using scikit-learnBuilding Good Training Datasets - Data PreprocessingCompressing Data via Dimensionality ReductionBest Practices for Model Evaluation and Hyperparameter TuningCombining Different Models for Ensemble LearningApplying ML to Sentiment AnalysisEmbedding a ML Model into a Web ApplicationPredicting Continuous Target Variables with Regression AnalysisWorking with Unlabeled Data - Clustering AnalysisImplementing Multilayer Artificial Neural NetworksParallelizing Neural Network Training with TensorFlowTensorFlow MechanicsClassifying Images with Deep Convolutional Neural NetworksModeling Sequential Data Using Recurrent Neural NetworksGANs for Synthesizing New DataRL for Decision Making in Complex EnvironmentsBook Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition Review :
The print version of the book was printed very poorly (see picture). It reminded me of something printed on a low-resolution dot-matrix printer that was low on ink. Although it was readable, it was not crisp and clear. You would expect a $35 book to be printed on quality paper, with sharp printing.I returned the print copy and purchased the Kindle version, which is surprisingly good. Although I prefer a physical copy of reference books, in this case I would recommend the Kindle version.As far as actual content, so far I am finding it well-written and informative. I was extremely excited to have the newest edition of my favorite machine learning text, but I was very disappointed with the cheap print quality of the book. Comparing side-by-side with the print copy of the 2nd edition, it's almost unreadable. The text is too light and low resolution, and code snippets look terrible. The binding feels cheap too, cracking open the book past the first few hundred pages feels like it's going to split it apart.I loved the 2nd edition as well as the care and effort the authors put into this book, but Packt's cheap printing ruins it for me. If I would have known, I would have just bought the kindle edition.Update: I reached out to Packt publishing directly, and they told me Amazon prints these copies themselves. Amazon customer service refused to replace the copy I received since I'm passed the return window and missed it because I tried to reach out to Packt first. I suggest avoiding purchasing this book from Amazon and buying directly from Packt themselves. This has been a poor customer experience. Read Online Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition Download Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition PDF Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition Mobi Free Reading Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition Download Free Pdf Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition PDF Online Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition Mobi Online Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition Reading Online Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition Read Online Sebastian Raschka,Vahid Mirjalili Download Sebastian Raschka,Vahid Mirjalili Sebastian Raschka,Vahid Mirjalili PDF Sebastian Raschka,Vahid Mirjalili Mobi Free Reading Sebastian Raschka,Vahid Mirjalili Download Free Pdf Sebastian Raschka,Vahid Mirjalili PDF Online Sebastian Raschka,Vahid Mirjalili Mobi Online Sebastian Raschka,Vahid Mirjalili Reading Online Sebastian Raschka,Vahid MirjaliliRead Online Lorna Mott Comes Home: A novel By Diane Johnson
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