Inhalt: Statistics are everywhere, in every industry, but they''re a must for anyone working in data science, business, or business analytics. If you''re in one of these specialized fields, chances are you need an advanced understanding of statistics. Complete your mastery in this course, part 3 of our Statistics Fundamentals series. Eddie Davila covers concepts such as small sample sizes, t-distribution, degrees of freedom, chi-square testing, and more. This advanced skills training moves learners into the practical study and application of experimental design, analysis of variance, population comparison, and regression analysis. Use these lessons to go beyond the basics and dive deeper into the specific factors that influence your own calculations and results. Umfang: 01:41:53.00
Inhalt: Les clients veulent de la valeur. Les entreprises veulent de la productivité. La solution ? Des opérations rationalisées, de la fabrication à la livraison. Dans cette formation, Eddie Davila, professeur à l'université d'État de l'Arizona, vous montre comment identifier les systèmes opérationnels de votre entreprise et vous apprend à utiliser les outils ainsi que les concepts de gestion des opérations afin d'améliorer vos résultats, votre efficacité et votre capacité d'innovation. Il aborde tous les aspects des opérations, notamment les prévisions et la gestion en matière de stock, les décisions d'achat, la maîtrise des files d'attente, le contrôle qualité et les processus commerciaux. Umfang: 02:17:24.00
Inhalt: Statistics help us make sense of the world around us. These numbers help everyone from political pollsters to fantasy football aficionados make informed calls based on the mountains of data at their disposal. In this weekly series, learn how to decode the statistics that pop up on a daily basis. Eddie Davila explores a new eclectic, real-world topic each week. Learn how stats are used to find the average score on a test, how casinos use stats to ensure that the house will usually win, and more. Note: Because this is an ongoing series, viewers will not receive a certificate of completion. Umfang: 04:22:32.00
Inhalt: Statistics is not just the realm of data scientists. All types of jobs use statistics. Statistics are important for making decisions, new discoveries, investments, and predictions. Whether the subject is political races, sports rankings, shopping trends, or healthcare advancements, statistics is an instrument for understanding your favorite topic at a deeper level. In this course, Professor Eddie Davila offers beginner-level lessons, so you too can master the terms, formulas, and techniques needed to perform the most common types of statistics. Eddie covers several examples of data and charts. He explains how to find the middle of your data set, as well as the mean and median. He introduces range, then goes into standard deviation and what to do with outliers. These techniques help you understand your data, prove theories, and save time, money, and other valuable resources-all by understanding the numbers. Umfang: 00:33:03
Inhalt: What is supply chain management (SCM)? It's the system that connects and integrates the links of sourcing, procurement, conversion, and logistics management. In this course, professor Eddie Davila provides a detailed overview of all of the links in the typical supply chain. He explains what is involved in purchasing inventory and setting up supplier relationships, what you need to consider when deciding how to manufacture and design your product, and, lastly, how to address the logistics of distribution and delivery. Plus, get a glimpse into the world of the supply chain manager by discussing some of the hottest issues in SCM today: how to go global, the role of ethics and sustainability, and how SCM can help with disaster relief. Umfang: 01:33:07.00
Inhalt: Statistics are a core skill for many careers. Basic stats are critical for making decisions, new discoveries, investments, and even predictions. But sometimes you need to move beyond the basics. Statistics Fundamentals - Part 2 takes business users and data science mavens into practical, example-based learning of the intermediate skills associated with statistics: samples and sampling, confidence intervals, and hypothesis testing. Eddie Davila first provides a bridge from Part 1, reviewing introductory concepts such as data and probability, and then moves into the topics of sampling, random samples, sample sizes, sampling error and trustworthiness, the central unit theorem, t-distribution, confidence intervals (including explaining unexpected outcomes), and hypothesis testing. This course is a must for those working in data science, business, and business analytics-or anyone else who wants to go beyond means and medians and gain a deeper understanding of how statistics work in the real world. Umfang: 01:56:53.00
Inhalt: Todas las organizaciones están en busca del indicador perfecto, un punto de datos que las oriente sobre lo que necesitan para tener éxito. Al medir su rendimiento, las empresas pueden cometer muchos errores, y desarrollar indicadores más precisos puede resultar difícil. En este curso, el formador Eddie Davila explica por qué es importante medir el rendimiento y destaca algunos de los errores más habituales. Aprende a identificar un buen indicador, evalúa si tu sistema de medición actual sigue las metas de la organización, y desarrolla desde cero y pon a prueba un sistema de medición. Eddie Davila también habla de la importancia de las herramientas de visualización de datos, como las infografías. Umfang: 01:36:37.00
Inhalt: Statistics is not just the realm of data scientists. All types of jobs use statistics. Statistics are important for making decisions, new discoveries, investments, and predictions. Whether the subject is political races, sports rankings, shopping trends, or healthcare advancements, statistics is an instrument for understanding your favorite topic at a deeper level. With these beginner-level lessons, you too can master the terms, formulas, and techniques needed to perform the most common types of statistics. Professor Eddie Davila covers statistics basics, like calculating averages, medians, modes, and standard deviations. He shows how to use probability and distribution curves to inform decisions, and how to detect false positives and misleading data. Each concept is covered in simple language, with detailed examples that show how statistics are used in real-world scenarios from the worlds of business, sports, education, entertainment, and more. These techniques will help you understand your data, prove theories, and save time, money, and other valuable resources-all by understanding the numbers. Umfang: 02:06:43.00
Inhalt: All companies are looking for that perfect metric, the one data point that will tell them everything they need to be successful. Measuring errors abound, but developing better metrics can be difficult. In this course, ASU instructor Eddie Davila walks you through how to create metrics that work well for your company. Eddie explains why it is important to measure performance and what some of the most common errors are in measuring your own company's performance. He goes over what makes a good metric, how to evaluate your current measurement system to see if it aligns with your organization goals and how you can develop and test a system of measurement from scratch. Eddie also covers the importance of data visualization tools, such as dashboards and infographics. Umfang: 00:37:00
Inhalt: Android is the most popular mobile operating system in the world, holding 85% of global market share. That makes Android the natural starting point for new app developers. This series of courses teaches the basics needed to develop, design, manage, and distribute your own native Android application using the Kotlin programming language and the Android SDK. Part 2 explains how to build a simple yet responsive user interface with built-in Android components, themes, and styles. Instructor Annyce Davis also explains how to collect and display user-entered text; display system messages; and localize your app interface. Plus, find out how to load and display images, including web resources, SVG-like images called vector drawables, and app icons, to enhance the user experience of your app. Make sure to take the challenges throughout the course to practice your new skills. Umfang: 01:54:22
Inhalt: Do you develop Android apps? Are you wondering how to get started or wondering how to improve? This series of courses covers the essentials you must know to develop, design, and manage a native Android application. In this course, the fourth part in a four-part series, instructor Annyce Davis focuses on data, with hands-on challenges to check your understanding. Annyce explains the various types of data processing available in Android. She shows you how to package static data in JSON files, to make it easier to work with data in your application. Annyce steps through using LiveData objects, HTTP clients, a Retrofit interface, and more to get data from a web service. She discusses how you can use a RecyclerView to display different types of data in your app, then concludes by walking you through ways to display data that a user selects. Umfang: 01:49:15
Inhalt: Kotlin is now officially supported by Google as an Android development language. If you're an intermediate developer interested in learning more about Kotlin, this course can help you get acquainted with this concise, fun language by learning about its efficiencies and power in Android development. The course begins with a general overview of what Kotlin has to offer, and then dives into a discussion of extension functions and properties, including how to leverage the Kotlin Android Extensions plugin. It also explains how to work with Anko, and provides an overview of some of the library's main artifacts: commons, layouts, and coroutines. To wrap up, the course covers how to work with collections. Umfang: 02:08:28.00
Inhalt: By persisting your data, you can provide users with a more seamless experience with your app-even when they go offline. If you're an Android app developer, you have many data persistence options to choose from. In this course, learn about various options for storing your app's data in a database. To begin, Annyce Davis reviews using the de facto data persistence solution available on Android: SQLite. She takes you through basic SQLite concepts-such as how to create a database wrapper and insert data into a table-as well as a few more advanced topics. Next, she covers working with Cupboard, an open-source project dedicated to simplifying your SQLite interactions. To wrap up, she dives into working with Realm, an object database solution designed with mobile devices in mind. Throughout the course, Annyce discusses establishing relationships between database tables, creating and running queries, as well as performing data migrations. Umfang: 04:52:59.00
Inhalt: Do you want to build an application for Android? The Android Development Essential Training series teaches the basics needed to develop, design, manage, and distribute your own native Android application using the Kotlin programming language and the Android SDK. In part 3, instructor Annyce Davis teaches you how to manage lifecycle events, views at runtime, navigation, and navigation menus. Annyce shows you how to inspect and handle lifecycle events on Android, offers a refresher on Kotlin lambdas, and introduces you to ViewModels and LiveData-as well as how you can use both to add and update data. She goes into how to use Intents to communicate with other app components and navigate between activities. Annyce also covers how to display a button on a toolbar and add a navigation bar. Bottom navigation bars make it easy for users to explore and switch between top-level views in a single tap; Annyce explains how to add this to your app, complete with menu items. Umfang: 01:24:09
Inhalt: Gain the core knowledge to begin programming in any language. In this course, instructor Annyce Davis uses Python to explore the core concepts and structure of programming languages and helps you grasp what's going on under the hood. After going over basic statements and expressions in Python, Annyce explores strings, variables, and conditional code-which are common topics in all programming languages. She also shows how to work with different kinds of data and troubleshoot a variety of errors. Along the way, she compares how code is written in several different languages and provides guidance on the criteria to use when choosing a programming language. Upon wrapping up this course, you'll have the knowledge you need to continue your coding journey in whichever language piques your interest. Umfang: 02:06:46.00
Inhalt: Android is the most popular mobile operating system in the world, holding 85% of global market share. That makes Android the natural starting point for new app developers. This series of courses teaches the basics needed to develop, design, manage, and distribute a native Android application using the Kotlin programming language and the Android SDK. Part 1 covers setting up your development environment-on Mac or Windows-including Android Studio and the physical or virtual devices you'll need for testing. Instructor Annyce Davis then explores the structure of a typical Android app as well as the build files, dependencies (external code and libraries used in your project), and prebuilt components available from third-party providers like Jetpack. In the fourth chapter, she pivots to active development, demonstrating how to define the screens of your user interface using activities, XML layouts, and Views. Make sure to take the challenges throughout the course to practice your new skills. Umfang: 01:22:51
Inhalt: Today's developers have numerous resources for learning the "hard" skills required to succeed in a technical role, but many are missing the soft skills required to excel in their careers. This course focuses on one of the most important: communication. Learn how to work with a diverse team, with different knowledge, backgrounds, and perspectives, and figure out which aspects of communication you can automate-and which need a more personal touch. Instructor Annyce Davis covers how to establish standards and processes, work and communicate as a team, hold effective meetings in an agile workspace, and handle common challenges to communication, from communicating across cultures to communicating across time zones. The skills you develop in this course will help you become a more effective technical communicator and take the next step in your career. Umfang: 01:00:04.00
Inhalt: Enhance your Docker skillset by learning about Docker container technologies, with an emphasis on container orchestration. In this course, instructor David Davis covers how Docker container orchestration works and shares important tips you'll need to prepare for the Docker Certified Associate (DCA) exam. Specifically, he steps through how to set up a Docker Swarm cluster, deploy Swarm services, troubleshoot Docker Swarm, and more. By reviewing these concepts, he helps to prepare you for the first domain of the Docker Certified Associate exam. Umfang: 01:04:44.00
Inhalt: Containerization is a game-changing technology for DevOps professionals. Containers virtualize software, making it more agile and efficient. Docker makes it easy to get those containers up and running on multiple platforms, including Windows and Windows Server. This course explores the numerous benefits of using Docker containers for Windows app development and deployment. Learn how to install Docker for Windows, as well as management tools like Kitematic and Kubernetes, and start running your first containers. Instructor David Davis shows how to deploy Microsoft IIS, SQL, and even Windows inside containers, and configure container storage and networking. Plus, explore enterprise uses for Docker on Windows Server. Umfang: 01:35:22.00
Inhalt: Docker containers aren't just for app deployment. They can also be used for persistent data storage. This course introduces the basics of Docker storage, including configuring drivers, volumes, bind mounts, and cluster storage. Instructor David Davis also shows how to change drivers and free up storage space by cleaning up unused Docker images. By the end of the course, you should be able to set up a variety of virtual storage solutions with Docker and answer related objectives from the Docker Certified Associate (DCA) certification exam. Umfang: 00:54:45.00
Inhalt: Docker is the world's most popular container storage solution. This course covers everything you need to know to install and configure Docker on Mac, Windows, and Linux, as well as cloud-based environments such as Amazon Web Services. It also helps Docker Certified Associate (DCA) candidates prepare for the certification exam. In this course, virtualization expert David Davis shows how to install Docker, set up a repository, configure logging, manage users, understand namespaces, and protect your data. He also covers features that ship with Docker Enterprise, including the Universal Control Plane and Trusted Registry. Plus, get important tips you'll need to prepare for the Docker Certified Associate (DCA) exam. Umfang: 01:28:59.00
Inhalt: Images are the foundation of Docker containers. They are key to building robust container-based applications-and passing the Docker Certified Associate (DCA) exam. This course covers Docker image creation and management, Docker registries, and important tips to prepare for the DCA exam. Instructor David Davis explains exactly what Docker images are and how they help you. He shows how to use Dockerfiles to build images, how to store and distribute images with Docker registries, and how to use tagging to describe images and implement version control. As you learn, you can practice topics from domain two of the DCA certification exam: Image Creation, Management, and Registry. Umfang: 01:34:36.00
Inhalt: Learn the basics of networking with Docker. In this course, join David Davis as he demonstrates how to configure and administer Docker container networking. The topics covered in this course can also prepare you to tackle related objectives from the Docker Certified Associate (DCA) certification exam. David begins by providing a brief overview of how containers communicate on the network. He then covers how to configure Docker networking, explaining how to create a bridge and overlay network; publish ports; and configure DNS, load balancing, and host networking. He also discusses how to troubleshoot Docker networking, including how to use Docker logs to help identify trouble before it happens. Umfang: 01:11:02.00
Inhalt: Kubernetes adoption is exploding; certification is the best way to establish your credibility and value in today's competitive job market. Certified Kubernetes Administrator (CKA) is the most popular options available. This credential-offered by the Linux Foundation-is among the most esteemed certifications for DevOps engineers and IT professionals who are developing and supporting cloud-native applications for Kubernetes. In this course, you can explore the benefits of CKA certification and the topics covered in each of the exam's ten domains. Instructor David Davis also provides study tips to help you be more effective at this proctored, performance-based exam. Learn more about the CKA certification at https://training.linuxfoundation.org/certification/certified-kubernetes-application-developer-ckad/. Umfang: 01:37:19
Inhalt: Explore key concepts that can help enterprise administrators, developers, and security professionals make Docker containers more secure. The topics covered in this course can also prepare you to tackle related objectives from the Docker Certified Associate (DCA) certification exam. Instructor David Davis begins by covering essential Docker security concepts, including the level of security that's built into the Docker Engine by default; how to configure security using certificates to ensure that the Docker daemon has rights to access registry images; and content trust in Docker. He then discusses the configuration of Docker security, including how to configure role-based access control (RBAC) in Universal Control Plane (UCP), create UCP client bundles, and configure image scanning in Docker Trusted Registry (DTR). Umfang: 00:46:08.00
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