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Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics.Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your applicat... [Read More]
- ASIN: 1491989386
- ASIN: 1491989386
- ISBN: 9781491989388
- Manufacturer: O'Reilly Media
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Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow, 2nd Edition
Key FeaturesSecond edition of the bestselling book on Machine LearningA practical approach to key frameworks in data science, machine learning, and deep learningUse the most powerful Python libraries to implement machine learning and deep learningGet to know the best practices to improve and optimize your machine learning systems and algorithmsBook DescriptionMachine learning is eating the software world, and now deep learning is extending machine learning. Understand and work at the cutting edge of machine learning, neural networks, and deep learning with this second edition of Sebastian Rasc... [Read More]
- ASIN: 1787125939
- ASIN: 1787125939
- ISBN: 9781787125933
- Manufacturer: Packt Publishing
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Understanding Machine Learning: From Theory to Algorithms
Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics of the field, the book covers a wide array of central topics that have not been addressed by previous textbooks. These include a discussio... [Read More]
- ASIN: 1107057132
- ASIN: 1107057132
- ISBN: 1107057132
- Manufacturer: Cambridge University Press
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Deep Learning with Python
Summary Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition, to near-human accuracy. We went from machines that couldn't ... [Read More]
- ASIN: 1617294438
- ASIN: 1617294438
- ISBN: 9781617294433
- Manufacturer: Manning Publications
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Python Machine Learning, 1st Edition
Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analyticsAbout This BookLeverage Python's most powerful open-source libraries for deep learning, data wrangling, and data visualizationLearn effective strategies and best practices to improve and optimize machine learning systems and algorithmsAsk – and answer – tough questions of your data with robust statistical models, built for a range of datasetsWho This Book Is ForIf you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning – ... [Read More]
- ASIN: 1783555130
- ASIN: 1783555130
- ISBN: 9781783555130
- Brand: Raschka Sebastian
- Manufacturer: Packt Publishing - ebooks Account
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Deep Learning (Adaptive Computation and Machine Learning series)
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.“Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.”―Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceXDeep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human compute... [Read More]
- ASIN: 0262035618
- ASIN: 0262035618
- ISBN: 0262035618
- Brand: The MIT Press
- Manufacturer: The MIT Press
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Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies (The MIT Press)
A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, co... [Read More]
- ASIN: 0262029448
- UPC: 783324881585
- ASIN: 0262029448
- ISBN: 0262029448
- Brand: The MIT Press
- Manufacturer: The MIT Press
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Machine Learning with TensorFlow
Summary Machine Learning with TensorFlow gives readers a solid foundation in machine-learning concepts plus hands-on experience coding TensorFlow with Python. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology TensorFlow, Google's library for large-scale machine learning, simplifies often-complex computations by representing them as graphs and efficiently mapping parts of the graphs to machines in a cluster or to the processors of a single machine. About the Book Machine Learning with TensorFlow gives readers a sol... [Read More]
- ASIN: 1617293873
- ASIN: 1617293873
- ISBN: 1617293873
- Manufacturer: Manning Publications
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Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process.Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It’s ideal for analysts new to Python and for Python programmers new to data scie... [Read More]
- ASIN: 1491957662
- ASIN: 1491957662
- ISBN: 1491957662
- Manufacturer: O'Reilly Media
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TensorFlow Machine Learning Cookbook: Explore machine learning concepts using the latest numerical computing library - TensorFlow - with the help of this comprehensive cookbook
Explore machine learning concepts using the latest numerical computing library - TensorFlow - with the help of this comprehensive cookbookKey FeaturesYour quick guide to implementing TensorFlow in your day-to-day machine learning activitiesLearn advanced techniques that bring more accuracy and speed to machine learningUpgrade your knowledge to the second generation of machine learning with this guide on TensorFlowBook DescriptionTensorFlow is an open source software library for Machine Intelligence. The independent recipes in this book will teach you how to use TensorFlow for complex data comp... [Read More]
- ASIN: 1786462168
- ASIN: 1786462168
- ISBN: 1786462168
- Manufacturer: Packt Publishing - ebooks Account
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![Mastering Python: Machine Learning, Data Structures, Django, Object Oriented Programming and Software Engineering (Including Programming Interview Questions) [2nd Edition]](https://images-na.ssl-images-amazon.com/images/I/518myUNdPlL.jpg)
Mastering Python: Machine Learning, Data Structures, Django, Object Oriented Programming and Software Engineering (Including Programming Interview Questions) [2nd Edition]
Unlike some guides that give you just the basics that you need to get started, this book teaches you everything you need to know about using Python, including what you can use it for. Python is a diverse language and is the foundation of much of what we use in the world today. The reader will be happy to know that this programming language is relatively easy to learn. The book is divided into five sections to make the journey easy for the student:Part 1 – Data Structures and AlgorithmsPart 2 – Machine LearningPart 3– DjangoPart 4 – ArcGIS ProgrammingPart 5 – Software Development and ... [Read More]
- ASIN: B07JDC79VK
- ASIN: B07JDC79VK
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Real-World Machine Learning
Summary Real-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics, it introduces the day-to-day practice of machine learning, preparing you to successfully build and deploy powerful ML systems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning systems help you find valuable insights and patterns in data, which you'd never recognize with traditional methods. In the real worl... [Read More]
- ASIN: 1617291927
- ASIN: 1617291927
- ISBN: 9781617291920
- Manufacturer: Manning Publications
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Machine Learning with Python: A Step-By-Step Guide to Learn and Master Python Machine Learning
Are you stuck in getting started with machine learning with python? A Step-By-Step Guide to Learn and Master Python Machine Learning walks you through steps for getting started with Machine Learning with Python. Python is a popular and open-source programming language. In addition, it is one of the most applied languages in artificial intelligence and other scientific fields. On the other hand, machine learning is a branch of AI that applied algorithms to learn from data and create predictions. Machine learning is important in predicting the world around us.All the way from self-driving cars t... [Read More]
- ASIN: B07KVLCH6N
- ASIN: B07KVLCH6N
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Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you’ll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical c... [Read More]
- ASIN: 1449319793
- ASIN: 1449319793
- ISBN: 1449319793
- Brand: O'Reilly Media
- Manufacturer: O'Reilly Media
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Python Machine Learning: A Guide For Beginners (2nd Edition)
Python machine learning: A Guide For BeginnersSecond EditionThis book contains:Machine learning: a guide for beginnersPython Programming: A Step By Step Guide For BeginnersWhаt еxасtlу iѕ mасhinе learning аnd whу iѕ it ѕо vаluаblе in thе оnlinе buѕinеѕѕ wоrld? Simply рut, it iѕ a mеthоd оf data аnаlуѕiѕ thаt uѕеѕ аlgоrithmѕ thаt lеаrn frоm dаtа and produce ѕресifiс rеѕultѕ withоut bеing ѕресifiсаllу programmed tо dо ѕо. These algorithms саn analyze dаtа, calculate how frequently сеrtаin раrtѕ оf it аrе uѕеd аn... [Read More]
- ASIN: B07DKRW7V8
- ASIN: B07DKRW7V8
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Python Programming & Machine Learning with Python: Best Starter Pack Illustrated Guide for Beginners & Intermediates: The Future Is Here!
Python Programming & Machine Learning with Python: Best Starter Pack Illustrated Guide for Beginners & Intermediates: The Future Is
- UPC: 602019094
Python: Top 5 Machine Learning Libraries
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