Markov Models: Master the Unsupervised Machine Learning in Python and Data Science with Hidden Markov Models and Real World Applications
Robert Wilson
- 出版商: CreateSpace Independ
- 出版日期: 2017-06-10
- 售價: $880
- 貴賓價: 9.5 折 $836
- 語言: 英文
- 頁數: 150
- 裝訂: Paperback
- ISBN: 1548002208
- ISBN-13: 9781548002206
-
相關分類:
Python、程式語言、Machine Learning、Data Science
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商品描述
Do you want to become a data science Savvy?
If reading about Markov models, stochastic processes, and probabilities leaves you scratching your head, then you have definitely come to the right place.
If you are looking for the most no-nonsense guide that will keep you on the right course during the turbulent ride filled with scientific enigmas, machine learning, and predicting probabilities of hidden, unobservable states, then you have found your perfect companion.
This book will Cover:
- What is Markov models
- How to make predictions with Markov Models
- How to learn without supervision
- How do Markov Models use prediction?
- Hidden Markov Models and how to use them
- The secrets of Markov Chains
- Tips and tricks on how to use Markov Models and machine learning
- Markov Models with Python
- Markov Models Examples and predictions
- How to build and implement HMM algorithms
- How to use Markov Models to master machine learning
- The secrets of Supervised and unsupervised machine learning
- The three components of Hidden Markov Models
- And much, much more!
By the end of this book, I guarantee that you will dive easily into the data science world. Save yourself the hard work and frustration by downloading this book today.
Download your free copy today (Kindle Unlimited only)
商品描述(中文翻譯)
你想成為一個精通資料科學的人嗎?
如果閱讀馬可夫模型、隨機過程和概率讓你摸不著頭腦,那麼你來對地方了。
如果你正在尋找一本最直接的指南,它將在充滿科學謎團、機器學習和預測隱藏、不可觀察狀態的動盪旅程中保持你走在正確的軌道上,那麼你找到了完美的伴侶。
本書將涵蓋以下內容:
- 什麼是馬可夫模型
- 如何使用馬可夫模型進行預測
- 如何在無監督的情況下進行學習
- 馬可夫模型如何使用預測?
- 隱藏馬可夫模型及其使用方法
- 馬可夫鏈的秘密
- 如何使用馬可夫模型和機器學習的技巧和訣竅
- 使用Python的馬可夫模型
- 馬可夫模型的示例和預測
- 如何構建和實現HMM算法
- 如何使用馬可夫模型來精通機器學習
- 監督和無監督機器學習的秘密
- 隱藏馬可夫模型的三個組成部分
- 還有更多!
通過閱讀本書,我保證你將輕鬆地深入資料科學的世界。立即下載本書,節省自己的辛勤工作和挫折感。
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