Machine Learning for the Web - PDF free download eBook
- Verified: Thu, Dec 02, 2021
- Published: 02.01.2019
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Key Features Targets two big and prominent markets where sophisticated web apps are of need and importance. Practical examples of building machine learning web application, which are easy to follow...read more
Details of Machine Learning for the Web
- Original Title
- Machine Learning for the Web
- Edition Format
- Kindle Edition
- Number of Pages
- 298 pages
- Book Language
- Ebook Format
- PDF, EPUB
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Machine Learning for the Web
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Some brief overview of this book
Key Features Targets two big and prominent markets where sophisticated web apps are of need and importance. Practical examples of building machine learning web application, which are easy to follow and replicate. A comprehensive tutorial on Python libraries and frameworks to get you up and started.
Book Description Python is a general purpose and also a comparatively easy Key Features Targets two big and prominent markets where sophisticated web apps are of need and importance. Practical examples of building machine learning web application, which are easy to follow and replicate. A comprehensive tutorial on Python libraries and frameworks to get you up and started.
Book Description Python is a general purpose and also a comparatively easy to learn programming language. Hence it is the language of choice for data scientists to prototype, visualize, and run data analyses on small and medium-sized data sets. This is a unique book that helps bridge the gap between machine learning and web development.
It focuses on the difficulties of implementing predictive analytics in web applications. We focus on the Python language, frameworks, tools, and libraries, showing you how to build a machine learning system. You will explore the core machine learning concepts and then develop and deploy the data into a web application using the Django framework.
You will also learn to carry out web, document, and server mining tasks, and build recommendation engines. Later, you will explore Python's impressive Django framework and will find out how to build a modern simple web app with machine learning features. What you will learn Get familiar with the fundamental concepts and some of the jargons used in the machine learning community Use tools and techniques to mine data from websites Grasp the core concepts of Django framework Get to know the most useful clustering and classification techniques and implement them in Python Acquire all the necessary knowledge to build a web application with Django Successfully build and deploy a movie recommendation system application using the Django framework in Python About the Author Andrea Isoni is a data scientist, PhD, and physicist professional with extensive experience in software developer positions.
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