Carol L. Stimmel's Big Data Analytics Strategies for the Smart Grid PDF

By Carol L. Stimmel

via imposing a accomplished information analytics software, software businesses can meet the regularly evolving demanding situations of contemporary grids which are operationally effective, whereas reconciling the calls for of greenhouse fuel laws and setting up a significant go back on funding from clever grid deployments.

Readable and obtainable, Big info Analytics options for the clever Grid addresses the wishes of employing huge information applied sciences and ways, together with immense info cybersecurity, to the severe infrastructure that makes up application grid. It offers stakeholders with an in-depth figuring out of the engineering, enterprise, and shopper domain names in the strength supply market.

The booklet explores the original wishes of electric application grids, together with operational know-how, IT, garage, processing, and the way to rework grid resources for the advantage of either the software company and effort shoppers. It not just offers particular examples that illustrate how analytics paintings and the way they're most sensible utilized, but additionally describes the way to steer clear of strength difficulties and pitfalls.

Discussing safeguard and information privateness, it explores the function of the application in conserving their consumers' correct to privateness whereas nonetheless conducting forward-looking company practices. The booklet comprises discussions of:

  • SAS for asset administration tools
  • The AutoGrid method of advertisement analytics
  • Space-Time Insight's paintings on the California ISO (CAISO)

This e-book is a perfect source for mid- to upper-level software executives who have to comprehend the enterprise price of clever grid info analytics. It explains severe recommendations in a fashion that would greater place executives to make the appropriate judgements approximately development their analytics programs.

At an analogous time, the publication presents adequate technical intensity that it really is invaluable for info analytics pros who have to larger comprehend the nuances of the engineering and enterprise demanding situations particular to the utilities industry.

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Andrea Isoni's Machine Learning for the Web PDF

By Andrea Isoni

Key Features

  • Targets giant and admired markets the place refined internet apps are of want and importance.
  • Practical examples of creating computing device studying internet software, that are effortless to persist with and replicate.
  • A finished educational on Python libraries and frameworks to get you up and started.

Book Description

Python is a basic function and in addition a relatively effortless to profit programming language. for that reason it's the language of selection for info scientists to prototype, visualize, and run facts analyses on small and medium-sized information units. it is a specific e-book that is helping bridge the distance among desktop studying and internet improvement. It makes a speciality of the problems of enforcing predictive analytics in net functions. We specialize in the Python language, frameworks, instruments, and libraries, displaying you ways to construct a computing device studying method. you'll discover the middle desktop studying techniques after which advance and installation the knowledge right into a internet software utilizing the Django framework. additionally, you will discover ways to perform net, record, and server mining projects, and construct suggestion engines. Later, you are going to discover Python's awesome Django framework and should how one can construct a contemporary uncomplicated net app with laptop studying features.

What you are going to learn

  • Get acquainted with the basic techniques and a few of the jargons utilized in the computing device studying community
  • Use instruments and methods to mine info from websites
  • Grasp the center innovations of Django framework
  • Get to grasp the main necessary clustering and class suggestions and enforce them in Python
  • Acquire the entire precious wisdom to construct an online software with Django
  • Successfully construct and set up a film advice method program utilizing the Django framework in Python

About the Author

Andrea Isoni is an information scientist, PhD, and physicist specialist with large adventure in software program developer positions. He has an in depth wisdom of computing device studying algorithms and methods. He additionally has event with a number of languages, similar to Python, C/C++, Java, JavaScript, C#, SQL, HTML, and Hadoop.

Table of Contents

  1. Introduction to sensible computer studying utilizing Python
  2. Unsupervised computing device Learning
  3. Supervised computing device Learning
  4. Web Mining Techniques
  5. Recommendation Systems
  6. Getting begun with Django
  7. Movie advice method internet Application
  8. Sentiment Analyser software for motion picture Reviews

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