Read Sculpting Data for ML: The first act of Machine Learning

Sculpting Data for ML: The first act of Machine Learning

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Description:In the contemporary world of Artificial Intelligence and Machine Learning, data is the new oil. For Machine Learning algorithms to work their magic, it is imperative to lay a firm foundation with relevant data. Sculpting Data for ML introduces the readers to the first act of Machine Learning, Dataset Curation. This book puts forward practical tips to identify valuable information from the extensive amount of crude data available at our fingertips. The step-by-step guide accompanies code examples in Python from the extraction of real-world datasets and illustrates ways to hone the skills of extracting meaningful datasets. In addition, the book also dives deep into how data fits into the Machine Learning ecosystem and tries to highlight the impact good quality data can have on the Machine Learning system's performance.What's Inside?• Significance of data in Machine Learning• Identification of relevant data signals• End-to-end process of data collection and dataset construction• Overview of extraction tools like BeautifulSoup and Selenium• Step-by-step guide with Python code examples of real-world use cases• Synopsis of Data Preprocessing and Feature Engineering techniques• Introduction to Machine Learning paradigms from a data perspectiveThis book is for Machine Learning researchers, practitioners, or enthusiasts who want to tackle the data availability challenges to address real-world problems.Jigyasa Grover & Rishabh Misra are Machine Learning Engineers by profession and are passionate about tackling real-world problems leveraging their data curation and ML expertise.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Sculpting Data for ML: The first act of Machine Learning. To get started finding Sculpting Data for ML: The first act of Machine Learning, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Pages: 206

Format: PDF, EPUB & Kindle Edition

Publisher: —

Release: —

ISBN: 0578831252

Description: In the contemporary world of Artificial Intelligence and Machine Learning, data is the new oil. For Machine Learning algorithms to work their magic, it is imperative to lay a firm foundation with relevant data. Sculpting Data for ML introduces the readers to the first act of Machine Learning, Dataset Curation. This book puts forward practical tips to identify valuable information from the extensive amount of crude data available at our fingertips. The step-by-step guide accompanies code examples in Python from the extraction of real-world datasets and illustrates ways to hone the skills of extracting meaningful datasets. In addition, the book also dives deep into how data fits into the Machine Learning ecosystem and tries to highlight the impact good quality data can have on the Machine Learning system's performance.What's Inside?• Significance of data in Machine Learning• Identification of relevant data signals• End-to-end process of data collection and dataset construction• Overview of extraction tools like BeautifulSoup and Selenium• Step-by-step guide with Python code examples of real-world use cases• Synopsis of Data Preprocessing and Feature Engineering techniques• Introduction to Machine Learning paradigms from a data perspectiveThis book is for Machine Learning researchers, practitioners, or enthusiasts who want to tackle the data availability challenges to address real-world problems.Jigyasa Grover & Rishabh Misra are Machine Learning Engineers by profession and are passionate about tackling real-world problems leveraging their data curation and ML expertise.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Sculpting Data for ML: The first act of Machine Learning. To get started finding Sculpting Data for ML: The first act of Machine Learning, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Sculpting Data for ML: The first act of Machine Learning

Sculpting Data for ML: The first act of Machine Learning

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