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Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python
Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras

Key Features

  • Implement machine learning algorithms to build, train, and validate algorithmic models
  • Create your own algorithmic design process to apply...
UX Optimization: Combining Behavioral UX and Usability Testing Data to Optimize Websites
UX Optimization: Combining Behavioral UX and Usability Testing Data to Optimize Websites
Combine two typically separate sources of data?behavioral quantitative data and usability testing qualitative data?into a powerful single tool that helps improve your organization’s website by increasing conversion and ROI. The combination of the what is happening data of website activity, coupled with the...
Startup Cities: Why Only a Few Cities Dominate the Global Startup Scene and What the Rest Should Do About It
Startup Cities: Why Only a Few Cities Dominate the Global Startup Scene and What the Rest Should Do About It
This book offers a comprehensive model for explaining the success and failure of cities in nurturing startups, presents detailed case studies of how participants in that model help or hinder startup activity, and shows how to apply these lessons to boost local startup activity.

Startup Cities explains the...

PostgreSQL 10 High Performance: Expert techniques for query optimization, high availability, and efficient database maintenance
PostgreSQL 10 High Performance: Expert techniques for query optimization, high availability, and efficient database maintenance

Leverage the power of PostgreSQL 10 to design, administer and maintain a high-performance database solution

Key Features

  • Obtain optimal PostgreSQL 10 database performance, ranging from initial design to routine maintenance
  • Fine tune the performance of your queries and...
Machine Learning in Java: Helpful techniques to design, build, and deploy powerful machine learning applications in Java, 2nd Edition
Machine Learning in Java: Helpful techniques to design, build, and deploy powerful machine learning applications in Java, 2nd Edition

Leverage the power of Java and its associated machine learning libraries to build powerful predictive models

Key Features

  • Solve predictive modeling problems using the most popular machine learning Java libraries
  • Explore data processing, machine learning, and NLP concepts...
The Data-Driven Project Manager: A Statistical Battle Against Project Obstacles
The Data-Driven Project Manager: A Statistical Battle Against Project Obstacles
Discover solutions to common obstacles faced by project managers. Written as a business novel, the book is highly interactive, allowing readers to participate and consider options at each stage of a project. The book is based on years of experience, both through the author's research projects as well as his teaching lectures at business...
Scala Machine Learning Projects: Build real-world machine learning and deep learning projects with Scala
Scala Machine Learning Projects: Build real-world machine learning and deep learning projects with Scala

Powerful smart applications using deep learning algorithms to dominate numerical computing, deep learning, and functional programming.

Key Features

  • Explore machine learning techniques with prominent open source Scala libraries such as Spark ML, H2O, MXNet, Zeppelin, and DeepLearning4j
  • ...
The Data Warehouse ETL Toolkit: Practical Techniques for Extracting, Cleanin
The Data Warehouse ETL Toolkit: Practical Techniques for Extracting, Cleanin

The Extract-Transform-Load (ETL) system is the foundation of the data warehouse. A properly designed ETL system extracts data from the source systems, enforces data quality and consistency standards, conforms data so that separate sources can be used together, and finally delivers data in a presentation-ready format so that...

Hands-On Data Structures and Algorithms with JavaScript: Write efficient code that is highly performant, scalable, and easily testable using JavaScript
Hands-On Data Structures and Algorithms with JavaScript: Write efficient code that is highly performant, scalable, and easily testable using JavaScript

Increase your productivity by implementing complex data structures and algorithms using JavaScript

Key Features

  • A step by step guide, which will provide you with a thorough discussion on the analysis and design of fundamental JavaScript data structures
  • Get a better...
Privileged Attack Vectors: Building Effective Cyber-Defense Strategies to Protect Organizations
Privileged Attack Vectors: Building Effective Cyber-Defense Strategies to Protect Organizations
See how privileges, passwords, vulnerabilities, and exploits can be combined as an attack vector and breach any organization. Cyber attacks continue to increase in volume and sophistication. It is not a matter of if, but when, your organization will be breached. Attackers target the perimeter network, but, in recent years,...
Big Data For Dummies
Big Data For Dummies

Find the right big data solution for your business or organization

Big data management is one of the major challenges facing business, industry, and not-for-profit organizations. Data sets such as customer transactions for a mega-retailer, weather patterns monitored by meteorologists, or social network activity can quickly...

Learning Python Web Penetration Testing: Automate web penetration testing activities using Python
Learning Python Web Penetration Testing: Automate web penetration testing activities using Python

Leverage the simplicity of Python and available libraries to build web security testing tools for your application

Key Features

  • Understand the web application penetration testing methodology and toolkit using Python
  • Write a web crawler/spider with the Scrapy library
  • ...
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