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Advanced Data Analytics Using Python: With Machine Learning, Deep Learning and NLP Examples
Advanced Data Analytics Using Python: With Machine Learning, Deep Learning and NLP Examples
Gain a broad foundation of advanced data analytics concepts and discover the recent revolution in databases such as Neo4j, Elasticsearch, and MongoDB. This book discusses how to implement ETL techniques including topical crawling, which is applied in domains such as...
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...
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...
Mastering Exploratory Analysis with pandas: Build an end-to-end data analysis workflow with Python
Mastering Exploratory Analysis with pandas: Build an end-to-end data analysis workflow with Python

Explore Python frameworks like pandas, Jupyter notebooks, and Matplotlib to build data pipelines and data visualization

Key Features

  • Learn to set up data analysis pipelines with pandas and Jupyter notebooks
  • Effective techniques for data selection, manipulation, and...
Java Deep Learning Projects: Implement 10 real-world deep learning applications using Deeplearning4j and open source APIs
Java Deep Learning Projects: Implement 10 real-world deep learning applications using Deeplearning4j and open source APIs

Build and deploy powerful neural network models using the latest Java deep learning libraries

Key Features

  • Understand DL with Java by implementing real-world projects
  • Master implementations of various ANN models and build your own DL systems
  • Develop...
Practical Scala DSLs: Real-World Applications Using Domain Specific Languages
Practical Scala DSLs: Real-World Applications Using Domain Specific Languages
Build domain specific languages (DSLs) using Java's most popular functional programming language: Scala. This book introduces the basics of Scala and DSLs using a series of practical examples. In Practical Scala DSLs, you’ll learn to create pragmatic and complete code examples that explain the actual use of...
New Trends in Databases and Information Systems (Advances in Intelligent Systems and Computing)
New Trends in Databases and Information Systems (Advances in Intelligent Systems and Computing)
Database and information systems technologies have been rapidly evolving in several directions over the past years. New types and kinds of data, new types of applications and information systems to support them raise diverse challenges to be addressed. The so-called big data challenge, streaming data management and processing, social networks...
Data Analytics: Concepts, Techniques, and Applications
Data Analytics: Concepts, Techniques, and Applications

Large data sets arriving at every increasing speeds require a new set of efficient data analysis techniques. Data analytics are becoming an essential component for every organization and technologies such as health care, financial trading, Internet of Things, Smart Cities or Cyber Physical Systems. However, these diverse application...

Python for Finance: Mastering Data-Driven Finance
Python for Finance: Mastering Data-Driven Finance

The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Updated for Python 3, the second edition of this hands on book helps you get started with the language, guiding developers and...

Dual-Fuel Gas-Steam Power Block Analysis: Methodology and Continuous-Time Mathematical Models (Power Systems)
Dual-Fuel Gas-Steam Power Block Analysis: Methodology and Continuous-Time Mathematical Models (Power Systems)

This book presents the methodology and mathematical models for dual-fuel coal-gas power plants in two basic configurations: systems coupled in parallel and in series.

Dual-fuel gas and steam systems, especially parallel systems, have great potential for modernizing existing combined heat and power (CHP) plants. This book...

Trust, Institutions and Managing Entrepreneurial Relationships in Africa: An SME Perspective (Palgrave Studies of Entrepreneurship in Africa)
Trust, Institutions and Managing Entrepreneurial Relationships in Africa: An SME Perspective (Palgrave Studies of Entrepreneurship in Africa)

This book highlights the importance of understanding how trust and indigenous African cultural institutions enhance the development of entrepreneurial networks and relationships in Africa. Drawing on institutional theories, the author re-examines the way that entrepreneurial behaviour can be shaped, with a focus on trust, networks...

Chicago: From Vision to Metropolis (Cityscopes)
Chicago: From Vision to Metropolis (Cityscopes)
Chicago has been called the “most American of cities” and the “great American city.” Not the biggest or the most powerful, nor the richest, prettiest, or best, but the most American. How did it become that? And what does it even mean? At its heart, Chicago is America’s great hub. And in this book,...
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