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Machine Learning Paradigms: Advances in Data Analytics (Intelligent Systems Reference Library, 149)
Machine Learning Paradigms: Advances in Data Analytics (Intelligent Systems Reference Library, 149)

This book explores some of the emerging scientific and technological areas in which the need for data analytics arises and is likely to play a significant role in the years to come. At the dawn of the 4th Industrial Revolution, data analytics is emerging as a force that drives towards dramatic changes in our daily lives, the...

Python Projects for Beginners: A Ten-Week Bootcamp Approach to Python Programming
Python Projects for Beginners: A Ten-Week Bootcamp Approach to Python Programming

Immerse yourself in learning Python and introductory data analytics with this book’s project-based approach. Through the structure of a ten-week coding bootcamp course, you’ll learn key concepts and gain hands-on experience through weekly projects.

Each chapter in this book is presented as a full week of...

The Art of Statistics: Learning from Data (Pelican Books)
The Art of Statistics: Learning from Data (Pelican Books)

Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way statistical claims can be sensationalised, particularly in the media. In the age of big data, as data science becomes established as a discipline, a basic grasp of statistical literacy is more...

The Brain from Inside Out
The Brain from Inside Out
Is there a right way to study how the brain works? Following the empiricist's tradition, the most common approach involves the study of neural reactions to stimuli presented by an experimenter. This 'outside-in' method fueled a generation of brain research and now must confront hidden
assumptions about causation and
...
Deep Learning with TensorFlow: Explore neural networks and build intelligent systems with Python, 2nd Edition
Deep Learning with TensorFlow: Explore neural networks and build intelligent systems with Python, 2nd Edition

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of TensorFlow.

Key Features

  • Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow
  • Explore deep neural...
Python Machine Learning Case Studies: Five Case Studies for the Data Scientist
Python Machine Learning Case Studies: Five Case Studies for the Data Scientist
Embrace machine learning approaches and Python to enable automatic rendering of rich insights and solve business problems. The book uses a hands-on case study-based approach to crack real-world applications to which machine learning concepts can be applied. These smarter machines will enable your business processes to achieve efficiencies on...
Emotional Engineering, Vol.7: The Age of Communication
Emotional Engineering, Vol.7: The Age of Communication
This book demonstrates that emotion is a highly influential component in creating a new society and new engineering, revealing the importance of emotion in various aspects of the Connected World. It addresses a wide variety of topics, but with this one underlying aim throughout. Further, it stands out for the...
Deep Learning Cookbook: Practical Recipes to Get Started Quickly
Deep Learning Cookbook: Practical Recipes to Get Started Quickly

Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you’ll learn how to solve...

Serverless Applications with Node.js: Using AWS Lambda and Claudia.js
Serverless Applications with Node.js: Using AWS Lambda and Claudia.js
Summary

Serverless Applications with Node.js walks you through building serverless apps on AWS using JavaScript. Inside, you'll discover what Claudia.js brings to the table as you build and deploy a scalable event-based serverless application, based around a pizzeria that's fully integrated with AWS
...
Beginning React: Simplify your frontend development workflow and enhance the user experience of your applications with React
Beginning React: Simplify your frontend development workflow and enhance the user experience of your applications with React

Take your web applications to a whole new level with efficient, component-based UIs that deliver cutting-edge interactivity and performance.

Key Features

  • Elaborately explains basics before introducing advanced topics
  • Explains creating and managing the state of components...
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
  • ...
Smart Grids and Their Communication Systems (Energy Systems in Electrical Engineering)
Smart Grids and Their Communication Systems (Energy Systems in Electrical Engineering)

The book presents a broad overview of emerging smart grid technologies and communication systems, offering a helpful guide for future research in the field of electrical engineering and communication engineering. It explores recent advances in several computing technologies and their performance evaluation, and addresses a wide range...

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