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Hands-On Markov Models with Python-P2P

Hidden Markov Model (HMM) is a statistical model based on the Markov chain concept. Hands-On Markov Models with Python helps you get to grips with HMMs and different inference algorithms by working on real-world problems. The hands-on examples explored in the book help you simplify the process flow in machine learning by using Markov model concepts, thereby making it accessible to everyone.

Once you’ve covered the basic concepts of Markov chains, you’ll get insights into Markov processes, models, and types with the help of practical examples. After grasping these fundamentals, you’ll move on to learning about the different algorithms used in inferences and applying them in state and parameter inference. In addition to this, you’ll explore the Bayesian approach of inference and learn how to apply it in HMMs.

In further chapters, you’ll discover how to use HMMs in time series analysis and natural language processing (NLP) using Python. You’ll also learn to apply HMM to image processing using 2D-HMM to segment images. Finally, you’ll understand how to apply HMM for reinforcement learning (RL) with the help of Q-Learning, and use this technique for single-stock and multi-stock algorithmic trading.

By the end of this book, you will have grasped how to build your own Markov and hidden Markov models on complex datasets in order to apply them to projects.

Hands-On Markov Models with Python-P2P
by Ankur Ankan, Abinash Panda
English | October 9th, 2018 | ISBN: 1788625447 | 178 Pages | PDF/EPUB | 41.7 MB/24.4 MB
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Five Photons: Remarkable Journeys of Light Across Space and Time-P2P

The story of the universe is written in the light that travels through it—the light that we can capture, that is. Nearly everything we know about how the universe works on its grandest scale comes from the analysis of light, of photons that may have journeyed for nearly fourteen billion years to reach us from the Big Bang itself. In Five Photons, astrophysicist James Geach serves as our guide on this cosmic voyage.

Five Photons: Remarkable Journeys of Light Across Space and Time-P2P
English | October 15th, 2018 | ISBN: 1780239912 | 192 Pages | EPUB | 4.35 MB
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Complete Horse Riding Manual-P2P

Horses allow ordinary people to do extraordinary things, and this extraordinary book shows you how.

Complete Horse Riding Manual-P2P
English | ISBN-10: 9780756690588 | 400 pages | 2012 | PDF | 96.53 MB
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Edexcel GCSE Mathematics: Success in a Year-P2P

Endorsed for Edexcel
Motivate and re-engage students to succeed in Edexcel GCSE Maths 9-1 with this fresh and contemporary approach that blends classroom and independent learning and provides a tailor-made solution for every student, addressing misconceptions, tricky topics and exam technique.

Edexcel GCSE Mathematics: Success in a Year-P2P
English | June 30, 2017 | ISBN: 1471886778 | PDF | 536 pages | 34.1 MB
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Practical Linux Security Cookbook: Secure your Linux environment from modern-day attacks with practical recipes, 2nd Edition-P2P

Enhance file system security and learn about network attack, security tools and different versions of Linux build.

Practical Linux Security Cookbook: Secure your Linux environment from modern-day attacks with practical recipes, 2nd Edition-P2P
English | October 9th, 2018 | ISBN: 1789138396 | 482 Pages | EPUB | 28.20 MB
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Holistic Reflexology: Essential Oils and Crystal Massage in Reflex Zone Therapy-P2P

A guide to reflexology treatments combined with complementary therapies to restore energetic balance, relieve pain, and support healing

Holistic Reflexology: Essential Oils and Crystal Massage in Reflex Zone Therapy-P2P
English | October 16th, 2018 | ISBN: 1620557533 | 192 Pages | EPUB | 19.53 MB
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Network Scanning Cookbook: Practical network security using Nmap and Nessus 7-P2P

Discover network vulnerabilities and threats to design effective network security strategies

Network Scanning Cookbook: Practical network security using Nmap and Nessus 7-P2P
English | October 9th, 2018 | ISBN: 1789346487 | 304 Pages | EPUB | 15.44 MB
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