PDF Introduction to Machine Learning with Python A Guide for Data Scientists

[Ebook.DKjI] Introduction to Machine Learning with Python A Guide for Data Scientists

[Ebook.DKjI] Introduction to Machine Learning with Python A Guide for Data Scientists

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Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.Youll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Mller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.With this book, youll learn:Fundamental concepts and applications of machine learningAdvantages and shortcomings of widely used machine learning algorithmsHow to represent data processed by machine learning, including which data aspects to focus onAdvanced methods for model evaluation and parameter tuningThe concept of pipelines for chaining models and encapsulating your workflowMethods for working with text data, including text-specific processing techniquesSuggestions for improving your machine learning and data science skills Deep Learning With Python - Machine Learning Mastery $47 USD Deep learning is the most interesting and powerful machine learning technique right now Top deep learning libraries are available on the Python ecosystem K2 Data Science An online data science bootcamp for working professionals with technical backgrounds Become a data scientist and take charge of your career Python versus R for machine learning and data analysis Machine learning and data analysis are two areas where open source has become almost the de facto license for innovative new tools Both the Python and R languages Machine Learning: An In-Depth Guide - Data Science Central This article was written by Alex Castrounis Alex is the founder of InnoArchiTech Introduction: Machine learning is a very hot topic for many key reasons and because Data Science and Machine Learning with Python - Hands On! Extract meaning from large data sets using a wide variety of machine learning data mining and data science techniques with the Python programming language Python Machine Learning PACKT Books Learn how to build powerful Python machine learning algorithms to generate useful data insights with this data analysis tutorial 60+ Free Books on Big Data Data Science Data Mining Here is a great collection of eBooks written on the topics of Data Science Business Analytics Data Mining Big Data Machine Learning Algorithms Data Science Welcome to Data Analysis in Python! Data Analysis in Welcome to Data Analysis in Python! Python is an increasingly popular tool for data analysis In recent years a number of libraries have reached maturity allowing Learning Python The Hitchhikers Guide to Python Think Python: How to Think Like a Computer Scientist Think Python attempts to give an introduction to basic concepts in computer science through the use of the 30 Free Courses: Neural Networks Machine Learning Neural Networks for Machine Learning will teach you about artificial neural networks and how theyre being used for machine learning as applied to speech and
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