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Author Linda Foulkes , Warren Sparrow
Discover how you can combine data from various sources to create data models to suit your business requirements with the help of this clear and concise guideKey FeaturesUnderstand how Power Query overcomes the shortcomings of Excel Power Pivot in handling complex data Cr....
Release Date 2020/07 -
The Machine Learning Workshop - Second Edition
Author Hyatt Saleh
Take a comprehensive and step-by-step approach to understanding machine learningKey FeaturesDiscover how to apply the scikit-learn uniform API in all types of machine learning models Understand the difference between supervised and unsupervised learning models Reinforce....
Release Date 2020/07 -
Deploying SharePoint Server Hybrid: Exam MS-301 Guide
Author Aaron Guilmette
Discover expert guidance to achieve the Microsoft 365 Certified Teamwork Administrator Associate certification and become proficient in working with SharePoint Server hybrid configurationKey FeaturesDiscover how to deploy, configure, and administer the SharePoint ecosyste....
Release Date 2020/07 -
Machine Learning for Algorithmic Trading - Second Edition
Author Stefan Jansen
Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio.Key FeaturesDesign, train, and evaluate machine lea....
Release Date 2020/07 -
Unity 2020 Virtual Reality Projects - Third Edition
Author Jonathan Linowes
Explore the latest features of Unity and build VR experiences including first-person interactions, audio fireball games, 360-degree media, art gallery tours, and VR storytellingKey FeaturesDiscover step-by-step instructions and best practices to begin your VR development ....
Release Date 2020/07 -
Computer Programming for Absolute Beginners
Author Joakim Wassberg
Get to grips with the building blocks of programming languages and get started on your programming journey without a computer science degreeKey FeaturesUnderstand the fundamentals of a computer program and apply the concepts you learn to different programming languages G....
Release Date 2020/07 -
Author Kaizhe Huang , Pranjal Jumde , Loris Degioanni
Secure your container environment against cyberattacks and deliver robust deployments with this practical guideKey FeaturesExplore a variety of Kubernetes components that help you to prevent cyberattacks Perform effective resource management and monitoring with Prometheu....
Release Date 2020/07 -
Mastering Windows Security and Hardening
Author Mark Dunkerley , Matt Tumbarello
Enhance Windows security and protect your systems and servers from various cyber attacksKey FeaturesProtect your device using a zero-trust approach and advanced security techniques Implement efficient security measures using Microsoft Intune, Configuration Manager, and A....
Release Date 2020/07 -
Azure for Architects - Third Edition
Author Ritesh Modi , Jack Lee , Rithin Skaria
Build and design multiple types of applications that are cross-language, platform, and cost-effective by understanding core Azure principles and foundational concepts Key FeaturesGet familiar with the different design patterns available in Microsoft Azure Develop Azure....
Release Date 2020/07 -
Author Ettore Galluccio , Edoardo Caselli , Gabriele Lombari
Learn to exploit vulnerable database applications using SQL injection tools and techniques, while understanding how to effectively prevent attacksKey FeaturesUnderstand SQL injection and its effects on websites and other systems Get hands-on with SQL injection using both....
Release Date 2020/07 -
The Data Wrangling Workshop - Second Edition
Author Brian Lipp , Shubhadeep Roychowdhury , Dr. Tirthajyoti
A beginner's guide to simplifying Extract, Transform, Load (ETL) processes with the help of hands-on tips, tricks, and best practices, in a fun and interactive wayKey FeaturesExplore data wrangling with the help of real-world examples and business use cases Study variou....
Release Date 2020/07 -
Node.js Design Patterns - Third Edition
Author Mario Casciaro , Luciano Mammino
Learn proven patterns, techniques, and tricks to take full advantage of the Node.js platform. Master well-known design principles to create applications that are readable, extensible, and that can grow big.Key FeaturesLearn how to create solid server-side applications by ....
Release Date 2020/07 -
Author Gururajan Govindan , Shubhangi Hora , Konstantin Palag
Learn how to analyze data using Python models with the help of real-world use cases and guidance from industry expertsKey FeaturesGet to grips with data analysis by studying use cases from different fieldsDevelop your critical thinking skills by following tried-and-true d....
Release Date 2020/07 -
Learning ArcGIS Pro 2 - Second Edition
Author Tripp Corbin
Create 2D maps and 3D scenes, analyze GIS data, and share your results with the GIS community using the latest ArcGIS Pro 2 featuresKey FeaturesGet up to speed with the new ribbon-based user interface, projects, models, and common workflows in ArcGIS Pro 2 Learn how to v....
Release Date 2020/07 -
Author Sam Morley
Discover easy-to-follow solutions and techniques to help you to implement applied mathematical concepts such as probability, calculus, and equations using Python's numeric and scientific librariesKey FeaturesCompute complex mathematical problems using programming logic w....
Release Date 2020/07 -
The Deep Learning with PyTorch Workshop
Author Hyatt Saleh
Get a head start in the world of AI and deep learning by developing your skills with PyTorchKey FeaturesLearn how to define your own network architecture in deep learning Implement helpful methods to create and train a model using PyTorch syntax Discover how intelligent....
Release Date 2020/07 -
Node.js Web Development - Fifth Edition
Author David Herron
Build scalable web applications using Node.js, Express.js, and the latest ECMAScript techniques, along with deploying applications with AWS and Docker with this updated fifth editionKey FeaturesLearn backend web programming with the JavaScript stack Explore best practice....
Release Date 2020/07 -
Windows Server 2019 Cookbook - Second Edition
Author Mark Henderson , Jordan Krause
Efficiently manage and administer enterprise environments using Microsoft Windows Server 2019Key FeaturesLeverage Windows Server 2019 to improve enterprise workflow efficiency and increase productivity Deliver enterprise-grade cloud services that can be applied in your i....
Release Date 2020/07 -
Hands-On Simulation Modeling with Python
Author Giuseppe Ciaburro
Enhance your simulation modeling skills by creating and analyzing digital prototypes of a physical model using Python programming with this comprehensive guideKey FeaturesLearn to create a digital prototype of a real model using hands-on examples Evaluate the performance....
Release Date 2020/07 -
Author Jason Alls
Develop your programming skills by exploring essential topics such as code reviews, implementing TDD and BDD, and designing APIs to overcome code inefficiency, redundancy, and other problems arising from bad codeKey FeaturesWrite code that cleanly integrates with other sy....
Release Date 2020/07 -
Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits
Author Tarek Amr
Integrate scikit-learn with various tools such as NumPy, pandas, imbalanced-learn, and scikit-surprise and use it to solve real-world machine learning problemsKey FeaturesDelve into machine learning with this comprehensive guide to scikit-learn and scientific Python Mast....
Release Date 2020/07 -
Practical Artificial Intelligence and Blockchain
Author Ganesh Prasad Kumble , Anantha Krishnan
Learn how to use AI and blockchain to build decentralized intelligent applications (DIApps) that overcome real-world challengesKey FeaturesUnderstand the fundamental concepts for converging artificial intelligence and blockchain Apply your learnings to build apps using m....
Release Date 2020/07 -
Hands-On Unity 2020 Game Development
Author Nicolas Alejandro Borromeo
Build immersive game experiences using the new Unity 2020 features with this practical guideKey FeaturesUnleash the capabilities of C# scripting for creating immersive UI, graphics, Game AI agents and much more Explore Unity's latest tools, including Universal Render Pi....
Release Date 2020/07 -
The Data Visualization Workshop
Author Mario Dobler , Tim Großmann
Explore a modern approach to visualizing data with Python and transform large real-world datasets into expressive visual graphics using this beginner-friendly workshopKey FeaturesDiscover the essential tools and methods of data visualization Learn to use standard Python ....
Release Date 2020/07 -
The Deep Learning with Keras Workshop
Author Matthew Moocarme , Mahla Abdolahnejad , Ritesh Bhagwat
Discover how to leverage Keras, the powerful and easy-to-use open source Python library for developing and evaluating deep learning modelsKey FeaturesGet to grips with various model evaluation metrics, including sensitivity, specificity, and AUC scores Explore advanced c....
Release Date 2020/07 -
The Applied SQL Data Analytics Workshop - Second Edition
Author Matt Goldwasser , Upom Malik , Benjamin Johnston
Take a step-by-step approach to learning SQL data analysis in this interactive workshop that uses fun exercises and activities to make learning data analytics for beginners easy and approachable.Key FeaturesExplore ways to use SQL for data analytics and gain key insights ....
Release Date 2020/07 -
The Applied AI and Natural Language Processing Workshop
Author Krishna Sankar , Jeffrey Jackovich , Ruze Richards
With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no timeKey FeaturesLearn how to integrate Amazon's Simple Storage Services with AI and NLP projects Get to gr....
Release Date 2020/07 -
Hands-On Explainable AI (XAI) with Python
Author Denis Rothman
Resolve the black box models in your AI applications to make them fair, trustworthy, and secure. Familiarize yourself with the basic principles and tools to deploy Explainable AI (XAI) into your apps and reporting interfaces.Key FeaturesLearn explainable AI tools and tech....
Release Date 2020/07 -
Modern Python Cookbook - Second Edition
Author Steven F. Lott
Complete recipes spread across 15 chapters to help you overcome commonly faced issues by Python for everybody across the globe. Each recipe takes a problem-solution approach to resolve for effective Python.Key FeaturesDevelop expressive and effective Python programs Best....
Release Date 2020/07 -
The Applied Artificial Intelligence Workshop
Author Anthony So , William So , Zsolt Nagy
With knowledge and information shared by experts, take your first steps towards creating scalable AI algorithms and solutions in Python, through practical exercises and engaging activitiesKey FeaturesLearn about AI and ML algorithms from the perspective of a seasoned data....
Release Date 2020/07