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Data Mining and Predictive Analysis: Intelligence Gathering and Crime Analysis
Data Mining and Predictive Analysis: Intelligence Gathering and Crime Analysis
It is now possible to predict the future when it comes to crime. In Data Mining and Predictive Analysis, Dr. Colleen McCue describes not only the possibilities for data mining to assist law enforcement professionals, but also provides real-world examples showing how data mining has identified crime trends, anticipated community...
Machine Learning with Microsoft Technologies: Selecting the Right Architecture and Tools for Your Project
Machine Learning with Microsoft Technologies: Selecting the Right Architecture and Tools for Your Project

Know how to do machine learning with Microsoft technologies. This book teaches you to do predictive, descriptive, and prescriptive analyses with Microsoft Power BI, Azure Data Lake, SQL Server, Stream Analytics, Azure Databricks, HD Insight, and more.

The ability to analyze massive amounts of real-time data and predict...

An Executive’s Guide to Software Quality in an Agile Organization: A Continuous Improvement Journey
An Executive’s Guide to Software Quality in an Agile Organization: A Continuous Improvement Journey
Imagine a world where product quality is integrated into every function in your organization. Developers, quality engineers, product managers, leaders at all levels, sales, services, and support work together and focus on a shared vision. That vision consists of delivering quality value to customers...
Mindful Design: How and Why to Make Design Decisions for the Good of Those Using Your Product
Mindful Design: How and Why to Make Design Decisions for the Good of Those Using Your Product

Learn to create seamless designs backed by a responsible understanding of the human mind. This book examines how human behavior can be used to integrate your product design into lifestyle, rather than interrupt it, and make decisions for the good of those that are using your product. 

Mindful Design...

Machine Learning and AI for Healthcare: Big Data for Improved Health Outcomes
Machine Learning and AI for Healthcare: Big Data for Improved Health Outcomes

Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges.

You’ll discover the...

Full-Stack Web Development with Vue.js and Node: Build scalable and powerful web apps with modern web stack: MongoDB, Vue, Node.js, and Express
Full-Stack Web Development with Vue.js and Node: Build scalable and powerful web apps with modern web stack: MongoDB, Vue, Node.js, and Express

Bring the frontend and backend together with Vue, Vuex, and Node.js

Key Features

  • Construct modern web applications with Node 10, Express.js, MongoDB, and Vue
  • Leverage the latest web standards to increase code performance, readability, and cross-compatibility
  • ...
Building Serverless Microservices in Python: A complete guide to building, testing, and deploying microservices using serverless computing on AWS
Building Serverless Microservices in Python: A complete guide to building, testing, and deploying microservices using serverless computing on AWS

A practical guide for developing end-to-end serverless microservices in Python for developers, DevOps, and architects.

Key Features

  • Create a secure, cost-effective, and scalable serverless data API
  • Use identity management and authentication for a user-specific and secure...
Cloud Security Automation: Get to grips with automating your cloud security on AWS and OpenStack
Cloud Security Automation: Get to grips with automating your cloud security on AWS and OpenStack

Secure public and private cloud workloads with this comprehensive learning guide.

Key Features

  • Take your cloud security functions to the next level by automation
  • Learn to automate your security functions on AWS and OpenStack
  • Practical approach towards...
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks

Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as strategies to address typical problems encountered when training deep neural networks. You’ll begin by studying the activation functions mostly with a single neuron (ReLu, sigmoid, and...

Serverless Architectures with AWS: Discover how you can migrate from traditional deployments to serverless architectures with AWS
Serverless Architectures with AWS: Discover how you can migrate from traditional deployments to serverless architectures with AWS

Don't waste your energy thinking about servers; use AWS to build enterprise-grade serverless applications.

Key Features

  • Learn how to quickly and easily go serverless
  • Explore AWS and Lambda: the first building blocks of serverless applications on AWS
  • ...
Clean Code in Python: Refactor your legacy code base
Clean Code in Python: Refactor your legacy code base

Getting the most out of Python to improve your codebase

Key Features

  • Save maintenance costs by learning to fix your legacy codebase
  • Learn the principles and techniques of refactoring
  • Apply microservices to your legacy systems by implementing practical...
Migrating to Azure: Transforming Legacy Applications into Scalable Cloud-First Solutions
Migrating to Azure: Transforming Legacy Applications into Scalable Cloud-First Solutions

Design an enterprise solution from scratch that allows the migration of a legacy application. Begin with the planning and design phase and be guided through all the stages of selecting the architecture framework that fits your enterprise.

Join Microsoft MVP Josh Garverick as he addresses all major areas of design and...

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