Free Python Machine Learning Cookbook

[Ebook.UxUJ] Python Machine Learning Cookbook

[Ebook.UxUJ] Python Machine Learning Cookbook

You can download in the form of an ebook: pdf, kindle ebook, ms word here and more softfile type. [Ebook.UxUJ] Python Machine Learning Cookbook, this is a great books that I think.

100 recipes that teach you how to perform various machine learning tasks in the real worldAbout This BookUnderstand which algorithms to use in a given context with the help of this exciting recipe-based guideLearn about perceptrons and see how they are used to build neural networksStuck while making sense of images, text, speech, and real estate This guide will come to your rescue, showing you how to perform machine learning for each one of these using various techniquesWho This Book Is ForThis book is for Python programmers who are looking to use machine-learning algorithms to create real-world applications. This book is friendly to Python beginners, but familiarity with Python programming would certainly be useful to play around with the code.What You Will LearnExplore classification algorithms and apply them to the income bracket estimation problemUse predictive modeling and apply it to real-world problemsUnderstand how to perform market segmentation using unsupervised learningExplore data visualization techniques to interact with your data in diverse waysFind out how to build a recommendation engineUnderstand how to interact with text data and build models to analyze itWork with speech data and recognize spoken words using Hidden Markov ModelsAnalyze stock market data using Conditional Random FieldsWork with image data and build systems for image recognition and biometric face recognitionGrasp how to use deep neural networks to build an optical character recognition systemIn DetailMachine learning is becoming increasingly pervasive in the modern data-driven world. It is used extensively across many fields such as search engines, robotics, self-driving cars, and more.With this book, you will learn how to perform various machine learning tasks in different environments. We'll start by exploring a range of real-life scenarios where machine learning can be used, and look at various building blocks. Throughout the book, you'll use a wide variety of machine learning algorithms to solve real-world problems and use Python to implement these algorithms.You'll discover how to deal with various types of data and explore the differences between machine learning paradigms such as supervised and unsupervised learning. We also cover a range of regression techniques, classification algorithms, predictive modeling, data visualization techniques, recommendation engines, and more with the help of real-world examples.Style and approachYou will explore various real-life scenarios in this book where machine learning can be used, and learn about different building blocks of machine learning using independent recipes in the book. Building Machine Learning Systems with Python Building Machine Learning Systems with Python Master the art of machine learning with Python and build effective machine learning systems with this Resources / Machine Intelligence / Platforms & Tools Platforms and Tools Figure 1 illustrates some example platforms and tech user tools that can be utilised in research and application related projects via Introduction to Time Series Forecasting With Python Introduction to Time Series Forecasting With Python Introduction to Time Series Forecasting With Python Discover How to Prepare Data and Develop Models to Predict the Introduction to Python Deep Learning with Keras - Machine What is Keras? Keras is a minimalist Python library for deep learning that can run on top of Theano or TensorFlow It was developed to make implementing deep learning Python Machine Learning PACKT Books Learn how to build powerful Python machine learning algorithms to generate useful data insights with this data analysis tutorial RDKit Development infrastructure for the RDKit software provided by GitHub and SourceForge Python Programming - Free Computer Books Building Machine Learning Systems with Python (Willi Richert) Featuring a wealth of real-world examples this book provides gives you with an accessible route into Learning Python for Data Analysis and Visualization Udemy Please confirm that you want to add Learning Python for Data Analysis and Visualization to your Wishlist Add to Wishlist Python Cookbook 3rd Edition - O'Reilly Media Comments about oreilly Python Cookbook 3rd Edition: This is not a book for those just starting to learn Python I thought that I knew Python I had learned the Free Learning - Free Technology eBooks PACKT Books A new free programming tutorial book every day! Develop new tech skills and knowledge with Packt Publishings daily free learning giveaway
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