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Essential Learning Theories
Research-based theories provide the basis for good decision-making in education. As well, teacher effectiveness and student learning are enhanced when research-based theories are used to design curriculum and daily lessons. This book examines human learning in the context of four types of research-based learning theories: neurological learning theories, behavioral learning theories, cognitive lear...
2019

Graph Machine Learning
<p><strong>Build machine learning algorithms using graph data and efficiently exploit topological information within your models</strong></p><p><br></p><p><strong>Key Features:</strong></p><ul><li>Implement machine learning techniques and algorithms in graph data</li><li>Identify the relationship between nodes in order to make better business decisions</li><li>Apply graph-based machine learning me...
2021

Hands-On Mathematics for Deep Learning
<p><strong>A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architectures</strong></p><p><strong>Key Features</strong></p> <ul> <li>Understand linear algebra, calculus, gradient algorithms, and other concepts essential for training deep neural networks</li> <li>Learn the mathematical concepts needed to understand how deep learning mo...
2020

Hands-On Machine Learning with C++
<p><strong>Implement supervised and unsupervised machine learning algorithms using C++ libraries such as PyTorch C++ API, Caffe2, Shogun, Shark-ML, mlpack, and dlib with the help of real-world examples and datasets</strong></p><p><strong>Key Features</strong></p> <ul> <li>Become familiar with data processing, performance measuring, and model selection using various C++ libraries</li> <li>Impleme...
2020

Hands-On Python Deep Learning for the Web
<p><strong>Use the power of deep learning with Python to build and deploy intelligent web applications</strong></p><p><strong>Key Features</strong></p> <ul> <li>Create next-generation intelligent web applications using Python libraries such as Flask and Django</li> <li>Implement deep learning algorithms and techniques for performing smart web automation</li> <li>Integrate neural network archite...
2020

Implementing Project Based Learning in Early Childhood
<P>This ground-breaking book proves that Project Based Learning (PBL) does work in early childhood classrooms. Most common understandings of PBL in Pre-K through 2nd grade are rife with assumptions, misconceptions, and perceived barriers that have prevented its widespread implementation.<EM> Implementing Project Based Learning in Early Childhood</EM> breaks down these barriers, offering teachers a...
2020

Interpretable Machine Learning with Python
<p><strong>Understand the key aspects and challenges of machine learning interpretability, learn how to overcome them with interpretation methods, and leverage them to build fairer, safer, and more reliable models</strong></p><p><br></p><p><strong>Key Features:</strong></p><ul><li>Learn how to extract easy-to-understand insights from any machine learning model</li><li>Become well-versed with inter...
2021

Italian
<p><strong>If you want to learn Italian fast and in a variety of fun ways that actually work then keep reading.</strong></p><p>Most people don't have a huge amount of extra time to spend learning a new language.</p><p>Could you be one of them?</p><p>You see, most people make the same mistakes when learning Italian and this is causing their progress to stagnate. The problem is that they are onl...
2020

Knowledge Transfer and Learning
The way knowledge is managed in a company is crucial for gaining competitive advantage. Knowledge management has been recognized by academics and practitioners as important to achieve success and improvement in projects. Achieving continuous improvement is considered a difficult task. The difficulty lies in capturing and storing the knowledge and learning from one individual to another and from on...
2010

Learning Elastic Stack 7.0 - Second Edition
<p><strong>A beginner's guide to storing, managing, and analyzing data with the updated features of Elastic 7.0</strong></p> <p><strong>Key Features</strong></p> <ul><li>Gain access to new features and updates introduced in Elastic Stack 7.0</li> <li>Grasp the fundamentals of Elastic Stack including Elasticsearch, Logstash, and Kibana</li> <li>Explore useful tips for using Elastic Cloud and deploy...
2019

Learning Geospatial Analysis with Python - Third Edition
Learning Geospatial Analysis with Python - Third Edition
2019

Learning Java by Building Android Games - Third Edition
<p><strong>Get ready to learn Java the fun way by developing games for the Android platform with this new and updated third edition</strong></p><p><strong>Key Features</strong></p><ul><li>Learn Java, Android, and object-oriented programming from scratch</li><li>Find out how to build games including Sub Hunter, Retro Pong, Bullet Hell, Classic Snake, and Scrolling Shooters</li><li>Create and design...
2021

Learning Spring Boot 2.0 - Second Edition
<p><strong>Use Spring Boot to build lightning-fast apps</strong></p><p><br></p><p><strong>Key Features:</strong></p><ul><li>Get up to date with the defining characteristics of Spring Boot 2.0 in Spring Framework 5</li><li>Learn to perform Reactive programming with SpringBoot</li><li>Learn about developer tools, AMQP messaging, WebSockets, security, MongoDB data access, REST, and more</li></ul><p><...
2017

Life Long Learning
Lernen mit elektronischen Dokumenten wird immer wichtiger. Der entscheidende Vorteil des Mediums Computer ist die Möglichkeit, dynamische Dokumente zu erzeugen. Diese Dynamik kann zum einen in den einzelnen Inhalten liegen (Animationen, Simulationen) oder in der Erstellung der Dokumente (adaptive Anpassung an die einzelnen Benutzer/innen). Die Lerndokumente liegen dafür in Modulen, nicht als ein ...
2002

Machine Learning Engineering with Python
<p><strong>Supercharge the value of your machine learning models by building scalable and robust solutions that can serve them in production environments</strong></p><p><br></p><p><strong>Key Features:</strong></p><ul><li>Explore hyperparameter optimization and model management tools</li><li>Learn object-oriented programming and functional programming in Python to build your own ML libraries and p...
2021

Machine Learning Algorithms - Second Edition
<p><strong>An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms</strong></p> <p><strong>Key Features</strong></p> <ul><li>Explore statistics and complex mathematics for data-intensive applications </li> <li>Discover new developments in EM algorithm, PCA, and bayesian regression </li> <li>Study patterns and make predictions across...
2018