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Mastering Predictive Analytics with scikit-learn and TensorFlow: Implement machine learning techniques to build advanced predictive models using Python
Mastering Predictive Analytics with scikit-learn and TensorFlow: Implement machine learning techniques to build advanced predictive models using Python

Learn advanced techniques to improve the performance and quality of your predictive models

Key Features

  • Use ensemble methods to improve the performance of predictive analytics models
  • Implement feature selection, dimensionality reduction, and cross-validation...
Artificial Intelligence: A Guide to Intelligent Systems (2nd Edition)
Artificial Intelligence: A Guide to Intelligent Systems (2nd Edition)
Provides a practical introduction to artificial intelligence that is less mathematically rigorous than other books on the market. Appropriate for programmers looking for an overview of all facets of artificial intelligence.

[Shelving Category] Artificial Intelligence/Soft Computing

Artificial Intelligence is often perceived...

Utilizing Information Technology Systems Across Disciplines: Advancements in the Application of Computer Science (Premier Reference Source)
Utilizing Information Technology Systems Across Disciplines: Advancements in the Application of Computer Science (Premier Reference Source)
In the information technology age coupled with computer advances, information systems have become an integral part of many disciplines; accordingly, business, marketing, medicine, communication, banking, geography, physics, chemistry, aviation, pilots, forensics, agriculture, and even traf.c lights have one thing in common called...
The Intelligent Web: Search, smart algorithms, and big data
The Intelligent Web: Search, smart algorithms, and big data

As we use the Web for social networking, shopping, and news, we leave a personal trail. These days, linger over a Web page selling lamps, and they will turn up at the advertising margins as you move around the Internet, reminding you, tempting you to make that purchase. Search engines such as Google can now look deep into the data on the Web...

Applied Intelligent Control of Induction Motor Drives
Applied Intelligent Control of Induction Motor Drives

Induction motors are the most important workhorses in industry. They are mostly used as constant-speed drives when fed from a voltage source of fixed frequency. Advent of advanced power electronic converters and powerful digital signal processors, however, has made possible the development of high performance, adjustable speed AC motor...

Oracle Business Intelligence with Machine Learning: Artificial Intelligence Techniques in OBIEE for Actionable BI
Oracle Business Intelligence with Machine Learning: Artificial Intelligence Techniques in OBIEE for Actionable BI
Use machine learning and Oracle Business Intelligence Enterprise Edition (OBIEE) as a comprehensive BI solution. This book follows a when-to, why-to, and how-to approach to explain the key steps involved in utilizing the artificial intelligence components now available for a successful OBIEE implementation. Oracle...
Information Modelling and Knowledge Bases XVII: Volume 136 Frontiers in Artificial Intelligence and Applications
Information Modelling and Knowledge Bases XVII: Volume 136 Frontiers in Artificial Intelligence and Applications
Information modelling and knowledge bases are becoming very important topics not only in academic communities related to information systems and computer science but also in the business field of information technology.

Currently, the structural complexity of information resources, the variety of abstraction levels of information, and
...
A Brief History of Computing
A Brief History of Computing
The history of computing has its origins at the outset of civilization. As towns and communities evolved there was a need for increasingly sophisticated calculations. This book traces the evolution of computation, from early civilisations 3000 B.C. to the latest key developments in modern times.

This useful and lively text provides a...

Social Simulation: Technologies, Advances and New Discoveries (Premier Reference)
Social Simulation: Technologies, Advances and New Discoveries (Premier Reference)
The simulation of social behavior in a variety of domains is an increasingly important technological tool.

eference survey of social simulation work, Social Simulation: Technologies, Advances and New Discoveries comprehensively collects the most exciting developments in the field. Drawing research contributions from a vibrant...

Autonomous Intelligent Systems: Multi-Agents and Data Mining: Second International Workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007
Autonomous Intelligent Systems: Multi-Agents and Data Mining: Second International Workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007
This book constitutes the refereed proceedings of the Second International Workshop on Autonomous Intelligent Systems: Agents and Data Mining, AIS-ADM 2007, held in St. Petersburg, Russia in June 2007.

The 17 revised full papers and 6 revised short papers presented together with 4 invited lectures were carefully reviewed and selected from 39...

Bioelectricity: A Quantitative Approach
Bioelectricity: A Quantitative Approach
The study of electrophysiology has progressed rapidly because of the precise, delicate, and ingenious experimental studies of many investigators. The field has also made great strides by unifying these experimental observations through mathematical descriptions based on electromagnetic field theory, electrochemistry, etc., which...
Fundamentals of Robotics: Linking Perception to Action (Machine Perception and Artificial Intelligence, 54)
Fundamentals of Robotics: Linking Perception to Action (Machine Perception and Artificial Intelligence, 54)
Tomorrow's robots, which includes the humanoid robot, can perform task like tutoring children, working as tour guides, driving humans to and from work, do the family shopping etc. Tomorrow's robots will enhance lives in ways we never dreamed possible. No time to attend the decisive meeting on Asian strategy? Let your robot go for you and make the...
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