Practical Machine Learning for Data Analysis Using Python

Written By Abdulhamit Subasi
Practical Machine Learning for Data Analysis Using Python
  • Publsiher : Academic Press
  • Release : 05 June 2020
  • ISBN : 0128213809
  • Pages : 534 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Practical Machine Learning for Data Analysis Using Python written by Abdulhamit Subasi which was release on 05 June 2020, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Practical Machine Learning for Data Analysis Using Python is a problem solver’s guide for creating real-world intelligent systems. It provides a comprehensive approach with concepts, practices, hands-on examples, and sample code. The book teaches readers the vital skills required to understand and solve different problems with machine learning. It teaches machine learning techniques necessary to become a successful practitioner, through the presentation of real-world case studies in Python machine learning ecosystems. The book also focuses on building a foundation of machine learning knowledge to solve different real-world case studies across various fields, including biomedical signal analysis, healthcare, security, economics, and finance. Moreover, it covers a wide range of machine learning models, including regression, classification, and forecasting. The goal of the book is to help a broad range of readers, including IT professionals, analysts, developers, data scientists, engineers, and graduate students, to solve their own real-world problems. Offers a comprehensive overview of the application of machine learning tools in data analysis across a wide range of subject areas Teaches readers how to apply machine learning techniques to biomedical signals, financial data, and healthcare data Explores important classification and regression algorithms as well as other machine learning techniques Explains how to use Python to handle data extraction, manipulation, and exploration techniques, as well as how to visualize data spread across multiple dimensions and extract useful features

Practical Machine Learning for Data Analysis Using Python

Practical Machine Learning for Data Analysis Using Python
  • Author : Abdulhamit Subasi
  • Publisher : Academic Press
  • Release Date : 2020-06-05
  • Total pages : 534
  • ISBN : 0128213809
GET BOOK

Summary : Practical Machine Learning for Data Analysis Using Python is a problem solver’s guide for creating real-world intelligent systems. It provides a comprehensive approach with concepts, practices, hands-on examples, and sample code. The book teaches readers the vital skills required to understand and solve different problems with machine learning. It ...

Practical Machine Learning with Python

Practical Machine Learning with Python
  • Author : Dipanjan Sarkar,Raghav Bali,Tushar Sharma
  • Publisher : Unknown
  • Release Date : 2018
  • Total pages : 212
  • ISBN : 0128213809
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Summary : Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, ...

Practical Machine Learning with H2O

Practical Machine Learning with H2O
  • Author : Darren Cook
  • Publisher : "O'Reilly Media, Inc."
  • Release Date : 2016-12-05
  • Total pages : 300
  • ISBN : 0128213809
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Summary : Learn how to construct machine learning and data analysis scalable for big data using H2O software, using sample data sets and several machine-learning techniques including deep learning, random forests, unsupervised learning and ensemble learning....

Practical Machine Learning

Practical Machine Learning
  • Author : Sunila Gollapudi
  • Publisher : Packt Publishing Ltd
  • Release Date : 2016-01-30
  • Total pages : 468
  • ISBN : 0128213809
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Summary : Tackle the real-world complexities of modern machine learning with innovative, cutting-edge, techniques About This Book Fully-coded working examples using a wide range of machine learning libraries and tools, including Python, R, Julia, and Spark Comprehensive practical solutions taking you into the future of machine learning Go a step further and ...

Practical Machine Learning with R

Practical Machine Learning with R
  • Author : Brindha Priyadarshini Jeyaraman,Ludvig Renbo Olsen,Monicah Wambugu
  • Publisher : Packt Publishing Ltd
  • Release Date : 2019-08-30
  • Total pages : 416
  • ISBN : 0128213809
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Summary : Understand how machine learning works and get hands-on experience of using R to build algorithms that can solve various real-world problems Key Features Gain a comprehensive overview of different machine learning techniques Explore various methods for selecting a particular algorithm Implement a machine learning project from problem definition through to ...

Practical Machine Learning with Python

Practical Machine Learning with Python
  • Author : Dipanjan Sarkar,Raghav Bali,Tushar Sharma
  • Publisher : Apress
  • Release Date : 2017-12-20
  • Total pages : 530
  • ISBN : 0128213809
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Summary : Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, ...

Mastering Machine Learning with Python in Six Steps

Mastering Machine Learning with Python in Six Steps
  • Author : Manohar Swamynathan
  • Publisher : Apress
  • Release Date : 2017-06-05
  • Total pages : 358
  • ISBN : 0128213809
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Summary : Master machine learning with Python in six steps and explore fundamental to advanced topics, all designed to make you a worthy practitioner. This book’s approach is based on the “Six degrees of separation” theory, which states that everyone and everything is a maximum of six steps away. Mastering Machine ...

Practical Machine Learning for Streaming Data with Python

Practical Machine Learning for Streaming Data with Python
  • Author : Sayan Putatunda
  • Publisher : Apress
  • Release Date : 2021-04-09
  • Total pages : 118
  • ISBN : 0128213809
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Summary : Design, develop, and validate machine learning models with streaming data using the Scikit-Multiflow framework. This book is a quick start guide for data scientists and machine learning engineers looking to implement machine learning models for streaming data with Python to generate real-time insights. You'll start with an introduction to streaming ...

Marketing and Smart Technologies

Marketing and Smart Technologies
  • Author : José Luís Reis,Marc K. Peter,Ricardo Cayolla,Zorica Bogdanović
  • Publisher : Springer Nature
  • Release Date : 2022-03-14
  • Total pages : 739
  • ISBN : 0128213809
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Summary : This book includes selected papers presented at the International Conference on Marketing and Technologies (ICMarkTech 2021), held at University of La Laguna, Tenerife, Spain, during December 2–4, 2021. It covers up-to-date cutting-edge research on artificial intelligence applied in marketing, virtual and augmented reality in marketing, business intelligence databases and marketing, data mining and ...

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  • Author : Khaled R. Ahmed,Henry Hexmoor
  • Publisher : Springer Nature
  • Release Date : 2022-03-25
  • Total pages : 349
  • ISBN : 0128213809
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Summary : This book introduces to blockchain and deep learning and explores and illustrates the current and new trends that integrate them. The pace and speeds for connectivity are certain on the ascend. Blockchain and deep learning are twin technologies that are integral to integrity and relevance of network contents. Since they ...

Recent Trends in Image Processing and Pattern Recognition

Recent Trends in Image Processing and Pattern Recognition
  • Author : KC Santosh
  • Publisher : Springer Nature
  • Release Date : 2022-05-24
  • Total pages : 212
  • ISBN : 0128213809
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Summary : Download or read online Recent Trends in Image Processing and Pattern Recognition written by KC Santosh, published by Springer Nature which was released on . Get Recent Trends in Image Processing and Pattern Recognition Books now! Available in PDF, ePub and Kindle....

A Step Towards Society 5 0

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  • Author : Shahnawaz Khan,Thirunavukkarasu K.,Ayman AlDmour,Salam Salameh Shreem
  • Publisher : CRC Press
  • Release Date : 2021-11-29
  • Total pages : 212
  • ISBN : 0128213809
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Summary : This book serves the need for developing an insight and understanding of the cutting-edge innovation in Cloud technology. It provides an understanding of cutting-edge innovations, paradigms, and security by using real-life applications, case studies, and examples. This book provides a holistic view of cloud technology theories, practices, and future applications ...

Python Real World Machine Learning

Python  Real World Machine Learning
  • Author : Prateek Joshi,John Hearty,Bastiaan Sjardin,Luca Massaron,Alberto Boschetti
  • Publisher : Packt Publishing Ltd
  • Release Date : 2016-11-14
  • Total pages : 941
  • ISBN : 0128213809
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Summary : Learn to solve challenging data science problems by building powerful machine learning models using Python About This Book Understand which algorithms to use in a given context with the help of this exciting recipe-based guide This practical tutorial tackles real-world computing problems through a rigorous and effective approach Build state-of-the-art ...

Practical Data Science with Jupyter

Practical Data Science with Jupyter
  • Author : Prateek Gupta
  • Publisher : BPB Publications
  • Release Date : 2021-03-01
  • Total pages : 360
  • ISBN : 0128213809
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Summary : Solve business problems with data-driven techniques and easy-to-follow Python examples KEY FEATURES ● Essential coverage on statistics and data science techniques. ● Exposure to Jupyter, PyCharm, and use of GitHub. ● Real use-cases, best practices, and smart techniques on the use of data science for data applications. DESCRIPTION This book begins with an ...

Practical Machine Learning and Image Processing

Practical Machine Learning and Image Processing
  • Author : Himanshu Singh
  • Publisher : Apress
  • Release Date : 2019-02-26
  • Total pages : 169
  • ISBN : 0128213809
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Summary : Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms discussed in the book. You will then cover all the core image ...