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Hands-On Markov Models with Python: Implement probabilistic models for learning complex data sequences using the Python ecosystem
Hands-On Markov Models with Python: Implement probabilistic models for learning complex data sequences using the Python ecosystem

Unleash the power of unsupervised machine learning in Hidden Markov Models using TensorFlow, pgmpy, and hmmlearn

Key Features

  • Build a variety of Hidden Markov Models (HMM)
  • Create and apply models to any sequence of data to analyze, predict, and extract valuable...
Professional Microsoft SQL Server 2012 Integration Services
Professional Microsoft SQL Server 2012 Integration Services

THE MOST IMPORTANT BUSINESS intelligence tool in the Microsoft Swiss Army knife of tools is SQL Server Integration Services (SSIS). This is because the other tools would be nothing without the cleansing and movement of data into a presentable format. The product can extract, transform, and load (ETL) data astonishingly fast. A 2010 benchmark...

Practical Machine Learning
Practical Machine Learning

About This Book

  • Fully-coded working examples using a wide range of machine learning libraries and tools, including Python, R, Julia, and Spark
  • Comprehensive practical solutions taking you into the future of machine learning
  • Go a step further and integrate your machine learning projects with...
Practical AWS Networking: Build and manage complex networks using services such as Amazon VPC, Elastic Load Balancing, Direct Connect, and Amazon Route 53
Practical AWS Networking: Build and manage complex networks using services such as Amazon VPC, Elastic Load Balancing, Direct Connect, and Amazon Route 53

Your one step guide to learn all about AWS networking.

Key Features

  • Master your networking skills on Public Cloud.
  • Gain hands-on experience of using Amazon VPC, Elastic Load Balancing, Direct Connect and other AWS products.
  • Implement troubleshooting skills...
A Strategy for Using Multicriteria Analysis in Decision-Making: A Guide for Simple and Complex Environmental Projects
A Strategy for Using Multicriteria Analysis in Decision-Making: A Guide for Simple and Complex Environmental Projects
First of all, it is necessary to point out that this is not a mathematical book, albeit obviously the subject of decision-making rests a good deal on this discipline, since it is almost impossible to take decisions without the help of some indicators, ratios, weights, procedures, algorithms, etc. which are in essence mathematical...
Web Engineering: The Discipline of Systematic Development of Web Applications
Web Engineering: The Discipline of Systematic Development of Web Applications
The World Wide Web has a massive and permanent influence on our lives. Economy, industry, education, healthcare, public administration, entertainment – there is hardly any part of our daily lives which has not been pervaded by the Internet.

Accordingly, modern Web applications are fully-fledged, complex software systems,...

Hadoop Operations
Hadoop Operations
Over the past few years, there has been a fundamental shift in data storage, management, and processing. Companies are storing more data from more sources in more formats than ever before. This isn’t just about being a “data packrat” but rather building products, features, and intelligence predicated on knowing more about...
Arduino Applied: Comprehensive Projects for Everyday Electronics
Arduino Applied: Comprehensive Projects for Everyday Electronics
Extend the range of your Arduino skills, incorporate the new developments in both hardware and software, and understand how the electronic applications function in everyday life. This project-based book extends the Arduino Uno starter kits and increases knowledge of microcontrollers in...
An Inconstant Landscape: The Maya Kingdom of El Zotz, Guatemala
An Inconstant Landscape: The Maya Kingdom of El Zotz, Guatemala
Presenting the results of six years of archaeological survey and excavation in and around the Maya kingdom of El Zotz, An Inconstant Landscape paints a complex picture of a dynamic landscape over the course of almost 2,000 years of occupation. El Zotz was a dynastic seat of the Classic period in Guatemala. Located between...
Full-Stack React Projects: Modern web development using React 16, Node, Express, and MongoDB
Full-Stack React Projects: Modern web development using React 16, Node, Express, and MongoDB

Unleash the power of MERN stack by building diverse web applications using React, Node.js, Express, and MongoDB

Key Features

  • Create dynamic web applications with the MERN stack
  • Leverage the power of React in building interactive and complex user interfaces
  • ...
Pro React 16
Pro React 16

Use the enormously popular React framework to build dynamic JavaScript applications that take advantage of the capabilities of modern browsers and devices. You will learn how React brings the power of strong architecture and responsive data to the client, providing the foundation for complex and rich user interfaces.

...

Learning Data Mining with Python
Learning Data Mining with Python

Harness the power of Python to analyze data and create insightful predictive models

About This Book

  • Learn data mining in practical terms, using a wide variety of libraries and techniques
  • Learn how to find, manipulate, and analyze data using Python
  • Step-by-step instructions...
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