↔ [PDF]-Free Read Building Machine Learning Systems with Python - Second Edition (English Edition) eBook: Luis Pedro Coelho, Willi Richert: Amazon.fr: Amazon Media EU  S.à r.l. ⠎ Ebook By Willi Richert ⡤ ↔ [PDF]-Free Read Building Machine Learning Systems with Python - Second Edition (English Edition) eBook: Luis Pedro Coelho, Willi Richert: Amazon.fr: Amazon Media EU S.à r.l. ⠎ Ebook By Willi Richert ⡤ Get from your data through creating practical machine learning systems with Python

About This Book

Build your own Python based machine learning systems tailored to solve any problemDiscover how Python offers a multiple context solution for create machine learning systemsPractical scenarios using the key Python machine learning libraries to successfully implement in your projects

Who This Book Is For

This book primarily targets Python developers who want to learn and use Python s machine learning capabilities and gain valuable insights from data to develop effective solutions for business problems.

What You Will Learn

Build a classification system that can be applied to text, images, or soundsUse NumPy, SciPy, scikit learn scientific Python open source libraries for scientific computing and machine learningExplore the mahotas library for image processing and computer visionBuild a topic model for the whole of WikipediaEmploy Web Services to run analysis on the cloudDebug machine learning problemsGet to grips with recommendations using basket analysisRecommend products to users based on past purchases

In Detail

Using machine learning to gain deeper insights from data is a key skill required by modern application developers and analysts alike Python is a wonderful language to develop machine learning applications As a dynamic language, it allows for fast exploration and experimentation With its excellent collection of open source machine learning libraries you can focus on the task at hand while being able to quickly try out many ideas.This book shows you exactly how to find patterns in your raw data You will start by brushing up on your Python machine learning knowledge and introducing libraries Youll quickly get to grips with serious, real world projects on datasets, using modeling, creating recommendation systems Later on, the book covers advanced topics such as topic modeling, basket analysis, and cloud computing These will extend your abilities and enable you to create large complex systems.With this book, you gain the tools and understanding required to build your own systems, tailored to solve your real world data analysis problems.Luis Pedro Coelho Luis Pedro Coelho is a computational biologist someone who uses computers as a tool to understand biological systems In particular, Luis analyzes DNA from microbial communities to characterize their behavior Luis has also worked extensively in bioimage informaticsthe application of machine learning techniques for the analysis of images of biological specimens His main focus is on the processing and integration of large scale datasets Luis has a PhD from Carnegie Mellon University, one of the leading universities in the world in the area of machine learning He is the author of several scientific publications Luis started developing open source software in 1998 as a way to apply real code to what he was learning in his computer science courses at the Technical University of Lisbon In 2004, he started developing in Python and has contributed to several open source libraries in this language He is the lead developer on the popular computer vision package for Python and mahotas, as well as the contributor of several machine learning codes Luis currently divides his time between Luxembourg and Heidelberg. Databricks Aims To Simplify Building Machine Learning Jul , Unlike traditional software development, machine learning relies on a plethora of tools For each stage involved in building model, data scientists use at least half dozen Machine Wikipedia ML is the scientific study algorithms and statistical models that computer systems to progressively improve their performance specific task build mathematical model sample data, known as training order make predictions or decisions without being explicitly programmed perform Building Binary Classification Model with Guy Ernest Solutions Architect AWS This post builds s earlier posts Numeric Regression Multi Class Many life are binary, answered either Yes No Web Services Hiring dynamic, growing business unit within We currently hiring Software Development Engineers, Product Managers, Account Architects, Support System Designers Carnegie Mellon University Professor Roni Rosenfeld Appointed Head The School Computer Science University pleased 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