“…As you advance, you'll learn how to share the results with peers in your organization and cover production-related aspects such as embedding Metabase and auditing performance. Throughout the book, you'll explore the entire data analytics process—from connecting your data sources, visualizing data, and creating dashboards through to daily reporting. …”

“…Finally, you'll explore ways to evaluate the performance of your model, and improve it using techniques such as model evaluation and hyperparameter optimization. …”

“…Aus dem Inhalt: Datentypen, Kontrollstrukturen, Funktionen, Generatoren Modellieren mit Sequenzen, Dictionaries und Mengen Klassen, Objekte, Vererbung, Polymorphie Module nutzen und auf PyPI veröffentlichen Zeichenketten und reguläre Ausdrücke Grafische Benutzungsoberflächen mit tkinter und PyQt Threads und Events, Bildverarbeitung mit PIL Systemfunktionen, Testen und Performance-Analyse XML, CGI- und Internet-Programmierung, Datenbanken Wissenschaftliche Projekte mit NumPy Datenvisualisierung..…”

“…Skill Level Basic understanding of Scrum Learn How To Identify potential product owners Create the product backlog Estimate and prioritize work Do release planning Make the product backlog visible Begin and execute the sprint Refine the product backlog End the sprint Incorporate customer feedback Identify owner patterns and anti-patterns Understand the available product owner certifications Who Should Take This Course Team members enacting the product owner role and managers seeking to understand it Course Requirements Basic understanding of Agile and Scrum Lesson Descriptions Lesson 1: Product Owner Overview Lesson 1 provides an overview of the activities a product owner performs and the skills and attributes commonly found in a good product owner. …”

“…Coverage includes The key problems MPLS solves, and how it solves them Essential MPLS services, architecture, and building blocks How label distribution works and forwarding tables are built Using label stacking, router label operations, and TTL Understanding LDP discovery, sessions, and LIB/LFIB forwarding tables Establishing MPLS Layer 3 VPNs from start to finish Routing between core and customer routers Establishing Internet connections and provisioning IPv6 services Delivering Inter-Autonomous System services with MPLS VPN Layer 3 Working with MPLS VPN Layer 2: both point-to-point and point-to-multipoint Performing MPLS traffic engineering Using segment routing to simplify growing networks Propagating Quality of Service (QoS) information throughout MPLS networks About the Instructor Luc De Ghein, CCIE No. 1897 , has served as a Cisco TAC (Technical Assistance Center) engineer for 21 years, supporting MPLS, IP multicast, and other routing protocols. …”

“…Test code as you create it with the new JShell Read-Eval-Print Loop (REPL) Take advantage of a multitude of API improvements for working with collections, input/output, regular expressions, and processes Streamline and optimize data management with today’s Streams API Leverage modern concurrent programming based on cooperating tasks Use modules to simplify the development of well-performing complex systems Migrate applications to work with the modularized Java API and third-party modules Optionally, take a crash course into JavaFX Who Should Take This Course Experienced Java developers looking to get up to speed with the new features in Java 9 and 10. …”

“…Demonstrations of Amazon Web Services and third-party cloud solutions are included to provide a clear guide to performing common operational tasks and achieving a reliable, cost-effective, and automated environment. …”

“…Coverage includes Planning and building networks Building a network map with standard software tools Exploring, installing, and configuring network hardware Preparing and configuring a switch Connecting and organizing cabling Connecting computers, smartphones, tablets, and servers to your network Setting up basic security Installing Windows Server step by step, including Active Directory, DNS, and virtualization Configuring Windows clients to access a Windows Server domain Providing reliable and efficient backup/recovery services Configuring network services for macOS, iOS, Android, Linux, and FreeBSD operating systems Analyzing network traffic with WireShark Monitoring networks with logs, baselines, and captures Troubleshooting common problems Learning key concepts for success with the CompTIA Network+ exam’s tough performance-based questions About the Instructor David L. …”

“…As a consultant, he specializes in Linux High Availability solutions and performance optimization. More information about Sander is on his website at www.sandervanvugt.com. …”

“…SAFe Version 4.5 allows companies to: Innovate and test ideas more quickly using the Lean Startup Cycle and Lean User Experience (Lean UX) Deliver much faster with Scalable DevOps and the Continuous Delivery Pipeline Simplify governance and improve portfolio performance with Lean Portfolio Management (LPM Configure SAFe to the enterprise context Implement SAFe more quickly and more successfully with the Implementation Roadmap Praise for the previous edition of Leading SAFe LiveLessons “This was my first introduction to the SAFe framework and although overwhelming, it is well put together and full of hands-on exercises and videos to enforce the concepts. …”

“…Starting with the first Beowulf Cluster how-to document, Doug has written hundreds of articles, white papers, and instructional documents covering High Performance Computing (HPC) and Data Analytics. Prior to starting and editing the popular ClusterMonkey.net website in 2005, he served as editor-in-chief for ClusterWorld Magazine , and was senior HPC editor for Linux Magazine . …”

“…Explore big networks with NetworKit, a high-performance networkx substitute. Each part in the book gives you an overview of a class of networks, includes a practical study of networkx functions and techniques, and concludes with case studies from various fields, including social networking, anthropology, marketing, and sports analytics. …”

“…We then move on to geodatabase administration and content publication, where you will learn how to use ArcGIS Server Manager to view the server logs, stop and start services, publish services, define users and roles for security, and perform other administrative tasks. You will also learn how to apply security mechanisms on ArcGIS Enterprise and safely expose services to the public in a secure manner. …”

“…The book demonstrates how to implement deep learning and neural network architectures to build models that will allow you to classify and translate text and perform sentiment analysis. Finally, you'll learn how to build advanced NLP models, such as conversational chatbots. …”

“…By the end of this ML Python book, you will have gained a broad picture of the ML ecosystem and will be well-versed in the best practices of applying ML techniques to solve problems.What you will learnUnderstand the important concepts in ML and data scienceUse Python to explore the world of data mining and analyticsScale up model training using varied data complexities with Apache SparkDelve deep into text analysis and NLP using Python libraries such NLTK and GensimSelect and build an ML model and evaluate and optimize its performanceImplement ML algorithms from scratch in Python, TensorFlow 2, PyTorch, and scikit-learnWho this book is forIf you’re a machine learning enthusiast, data analyst, or data engineer highly passionate about machine learning and want to begin working on machine learning assignments, this book is for you. …”

“…While doing so, you'll learn how to troubleshoot issues, clear up resource bottlenecks and optimize the performance of services.By the end of this workshop, you'll be able to utilize Docker containers in real-world use cases.What you will learnGet a solid understanding of how Docker containers workNetwork Docker images and environments to allow communication between servicesBuild and publish docker images from a CI/CD pipelineUse Docker Swarm to implement production-ready environmentsFind out how to replace Swarm with Kubernetes clustersExtend your Docker images with PluginsWho this book is forThis is the right learning asset if you are a developer or a beginner who wants to get a practical understanding of Docker containers. …”

“…You’ll discover techniques for performing test-driven development (TDD) with Cypress and write cross-browser tests for your web applications. …”

“…What You Will Learn Get to know the absolute basics of the Metasploit framework so you have a strong foundation for advanced attacks Integrate and use various supporting tools to make Metasploit even more powerful and precise Set up the Metasploit environment along with your own virtual testing lab Use Metasploit for information gathering and enumeration before planning the blueprint for the attack on the target system Get your hands dirty by firing up Metasploit in your own virtual lab and hunt down real vulnerabilities Discover the clever features of the Metasploit framework for launching sophisticated and deceptive client-side attacks that bypass the perimeter security Leverage Metasploit capabilities to perform Web application security scanning In Detail This book will begin by introducing you to Metasploit and its functionality. …”

“…A few samples include training on how to build a multinode, secure Docker Swarm cluster; how to deploy and manage a multicontainer, highly available microservice app inside a cluster; a hands-on data science crash course for modeling and predicting the behavior of (large) distributed systems; and a course in Linux performance monitoring using BPF. The real gold of Velocity has always been found in the precise and always on-point 40 minute sessions, and Velocity San Jose June 2017 was no exception. …”

“…Throughout, Mayo's practical examples combine code with clear explanations of when and why you would perform each task. From start to finish, Programming the Microsoft Bot Framework is relentlessly practical, helping you translate the advanced "magic" of intelligent bots into real solutions right now. …”