Inhalt: Agile project teams create short user stories as a way to plan out the work for upcoming sprints. In this course, agile expert Doug Rose shows how to write these user stories and prioritize them in the product backlog. He also shows how to avoid the most common pitfalls with agile project planning. Umfang: 00:51:43.00
Inhalt: Many new agile teams think flexibility in their meetings allows them to do whatever feels right. In reality, agile projects move more smoothly by running short, well-structured activities. Each activity is timeboxed, so the teams stay on track and work within a set time and agenda. In this course, agile expert Doug Rose outlines how to make agile meetings as productive as possible. He provides guidance on common activities such as release planning, daily stand-ups, sprint planning, and product demos. Throughout the course, learn about common meeting pitfalls and the challenges of keeping activities on track. To learn more about agile, watch additional courses in the Agile at Work series. LinkedIn Learning is a PMI Registered Education Provider. This course qualifies for professional development units (PDUs). To view the activity and PDU details for this course, click here. The PMI Registered Education Provider logo is a registered mark of the Project Management Institute, Inc. Umfang: 00:59:21.00
Inhalt: More companies are adding data science teams to their organization. To be effective, it''s crucial to understand how to build and manage these teams. Business coach and author Doug Rose lays out the secrets of building effective data science teams. You''ll see how to take advantage of existing talent or how you might hire new team members. You''ll also see how to train these teams to create the unique chemistry that fosters better collaboration and keener discussions. Learn the holistic approach to building teams and deploying data science across disciplines. Identify the key roles and responsibilities, including research lead, data analyst, and project manager. Find out how to define areas of responsibility, foster effective communication, and build compelling reports and visualizations. Then see how to avoid the pitfalls of losing focus and arriving at false consensus. These techniques help you build highly skilled teams that produce deeper insights than you''ll find from relying on data scientists alone. Umfang: 01:14:41.00
Inhalt: Agile is an exciting way to quickly deliver higher-quality products to your customer. New agile tools are emerging every day. This course helps you compare the strengths and capabilities of several different agile software tools, including Microsoft Excel, Atlassian JIRA, VersionOne, Microsoft Team Foundation Server (TFS), CA Agile Central (formerly Rally), and Agility Health. You'll see the advantages of simple tools like spreadsheets versus more complex solutions like complete product management packages. This course helps project managers, software developers, and other professionals determine which tool is the best fit for their team. Agile expert Doug Rose provides a fast-paced tour and an unvarnished look at what some of the tools get right and what some get wrong. Doug concludes each section with suggested strategies for selecting the right tool for your team-always remembering that no tool should ever overshadow the core values outlined in the agile manifesto. Umfang: 02:58:50.00
Inhalt: Muitos antropólogos acreditam que nossos primeiros ancestrais construíram sociedades em torno de histórias de fogueira sobre justiça, liderança e governo. As equipes de ciência de dados têm ideias complexas sobre os dados e resultados. Por isso, é necessária uma história bem estruturada para comunicar os insights ao restante da organização. Não se trata de apenas criar a planilha Excel perfeita ou um gráfico bonito. É preciso contar uma história que cative o público e o incentive a agir. Neste curso, o instrutor Doug Rose explica como compor uma ótima história de ciência de dados que atraia o público, para comunicar ideias complexas, e motive as pessoas a fazerem mudanças reais. Umfang: 01:10:24.00
Inhalt: Most companies have complex computer algorithms deciding who gets a bank loan, job interview, or health insurance. Do you have an ethical obligation to explain the decision-making back to your customer? How do you design systems that are free of gender or racial bias? These systems will define your organization. Yet many of these decisions aren't happening in the boardroom. Instead they're made in much smaller meetings with people just like you-project managers, business analysts, directors, and software developers. This course gives you the skills you need to make the best decisions. Instructor Doug Rose helps you consider the duties you have to your customer, think about the consequences of your algorithms' decisions, and acting virtuously when wrestling with key data ethics challenges. This course was created by Doug Rose. We are pleased to offer this training in our library. Umfang: 01:05:40.00
Inhalt: El aprendizaje automático es una de las áreas más fascinantes de la inteligencia artificial. Los algoritmos del aprendizaje de las máquinas permiten que las computadoras aprendan sin necesidad de programarlas y que apliquen la estadística para entender las grandes cantidades de datos que generamos cada día. Estos nuevos algoritmos ayudan a que la máquina clasifique imágenes, sonidos y videos, a que responda a nuestras preguntas, descubra nuevos medicamentos o incluso escriba canciones. En este curso, revisamos la definición de aprendizaje automático y su clasificación: supervisado, sin supervisión y por refuerzo. Luego, veremos cómo aplicar algoritmos populares como los árboles de decisión, la clusterización y el análisis de regresión para identificar modelos en los conjuntos de datos masivos. Por último, aprenderemos a evitar los problemas típicos que encontrarás al empezar a trabajar con machine learning. Umfang: 01:16:46
Inhalt: Most organizations are looking for ways to improve how employees work in teams. A standard functional organization encourages people to focus on their own individual tasks. Cross-functional teams, on the other hand, bring everybody together to deliver the whole product. You no longer depend on rigid organizational lines, and instead focus on tighter collaboration and greater employee empowerment. In the course, Doug Rose talks about the importance of understanding cross-functional teams and how they allow employees to work better together. Plus, see how to overcome common challenges and maximize your team's performance. As you'll learn, cross-functional teams can be more productive, as well as a fun and rewarding way to work together to quickly deliver your product. Umfang: 01:04:25.00
Inhalt: Technology has given organizations an opportunity to work with data in interesting new ways, but now governments, citizens, and customers are taking a close look at how companies use or misuse data. If one of your customers posts harmful information, should you take it down? Can you use data to manipulate your customer's behavior? The answers to these questions have an enormous impact on how your customer views your organization. Yet, these decisions aren't happening in the boardroom. Instead, they're made in much smaller meetings by people just like you. Instructor Doug Rose gives you the understanding and skills you need to discuss these issues in a way that''s both meaningful and productive. Doug begins with ethical views that you need to consider. He goes over ways data can be misused, by a company and by a customer. Then Doug goes over the responsibility to be accurate and what you can do when inaccurate materials are propagated. He concludes with an overview of data challenges. This course was created for LinkedIn Learning by Doug Rose. We are pleased to offer this training in our library. Umfang: 00:58:30
Inhalt: Muchos de los empleados que trabajan con la ciencia de datos no son científicos de datos, sino que son gerentes o socios que quieren obtener valor a partir de los datos de la organización. Los miembros del equipo data science tienen que entender el lenguaje de la ciencia de datos para poder formular las preguntas adecuadas, entender los procesos y guiar a sus equipos y organizaciones a tomar mejores decisiones basadas en los datos. Este curso es una introducción a la ciencia de datos para los empleados que estén planificando dedicarse a tiempo completo a esta tarea. Veremos conceptos, herramientas y técnicas, cómo recopilar y clasificar los datos, trabajar con bases de datos, conocer los tipos de datos estructurados y los no estructurados, y aplicar un análisis estadístico. El asesor y formador Doug Rose te ayuda a hablar el lenguaje de la ciencia de datos para que puedas orientar a tu organización hacia las oportunidades y limitaciones de este campo que está creciendo de manera drástica. Umfang: 01:17:05.00
Inhalt: Equipes ágeis precisam de um método acessível para relatar o progresso. Os relatórios ágeis devem ser simples e fáceis de ler, radiando informações para todos os membros da equipe. Neste curso, o especialista em gestão ágil Doug Rose descreve um processo para relatar o desenvolvimento de seu projeto ágil. Ele mostra como priorizar o backlog do produto, atualizar o quadro de tarefas e monitorar a evolução do projeto com gráficos de burndown. Além disso, ele explica como evitar as armadilhas mais comuns, por exemplo, a readaptação de documentos e o trabalho com equipes distribuídas. Bônus: assista ao capítulo adicional no fim deste curso, em que Doug responde a perguntas comuns sobre a mentalidade ágil, incluindo que tipos de projetos melhor se adequam a essa gestão. Umfang: 01:01:07.00
Inhalt: Equipes de projetos ágeis criam histórias de usuários breves para planejar o trabalho envolvido nos próximos Sprints. Doug Rose mostra como escrever essas histórias de usuários e priorizá-las no backlog do produto. Ele também explica como evitar as armadilhas mais comuns com o planejamento ágil de projetos. Assista a outros cursos da série Gestão Ágil no Trabalho, acessando a página de Doug Rose no LinkedIn Learning. Umfang: 01:09:27.00
Inhalt: Teams that embrace an agile mindset are often better able to respond to customer feedback and shifting business needs-and have a bit more fun in the process. Interested in bringing the principles of agile to your team? This course can help. Join Doug Rose as he steps through the fundamental concepts you need to know to start thinking like an agile team. Doug goes over the values and principles covered in the agile manifesto, as well as how to enhance communication with user stories and cross-functional teams. Discover how to respond to change the agile way, explore popular agile frameworks, and learn about the common roles on an agile team. Along the way, Doug provides you with some exercises that can help boost your team''s agility and productivity. Umfang: 01:35:33.00
Inhalt: La plupart des membres des équipes de data science ne sont pas des data scientists. Ce sont des managers et des collaborateurs désireux de tirer une valeur concrète des données de l'entreprise. Ils doivent comprendre le langage de la data science pour poser des questions plus judicieuses, appréhender les processus et aider efficacement leur organisation à prendre de meilleures décisions. Cette formation est une initiation à la data science, destinée à ceux qui n'aspirent pas à en faire leur métier. Elle présente les concepts du big data ainsi que des outils et techniques courants : collecte et tri des données, exploitation des bases de données, compréhension des données structurées et non structurées ou encore application des analyses statistiques. Doug Rose, auteur et coach professionnel, vous fait découvrir le langage de la data science pour vous permettre de guider votre entreprise à travers les possibilités et les limites de ce domaine en plein essor. Umfang: 01:15:52.00
Inhalt: De nombreux anthropologues pensent que nos ancêtres ont bâti les sociétés en se racontant des histoires. Votre équipe de data scientists aura également des choses à dire sur ses données et ses résultats. C'est pourquoi vous devez vous appuyer sur une histoire bien structurée pour communiquer ces informations au reste de votre organisation. Il ne suffit pas de créer un magnifique visuel, vous devez raconter une histoire qui stimule l'imagination de votre auditoire et l'encourage à agir. Dans cette formation, Doug Rose explique comment tisser une belle histoire à partir de données pour communiquer des idées complexes et pousser l'auditoire à amorcer de vrais changements. Umfang: 01:15:15.00
Inhalt: More than 80% of software products are delivered using an agile mindset, but the reality is that there is a lot of bad agile. Many agile coaches will tell you that bad agile is only good agile unoptimized, so this course walks you through five ways to optimize your agile team and enhance key processes. This course shows you how to keep standups, retrospectives, and product reviews productive, as well as how to keep the processes stable while allowing room for improvement. Next, it offers tips to improve your estimation and planning, while staying focused on the purpose behind the user stories. This course teaches you how to engage product owners, democratize scrum masters, and transition successfully to a cross-functional team. It also explains how to appease milestone managers and make sure that the product owner maintains ownership of the product. Finally, this course covers how to collaborate with the rest of the organization and keep your team together. Umfang: 00:59:08
Inhalt: Many of the people who work on data science teams won''t be data scientists. They''ll be the managers and associates who want to gain real business value from your organization''s data. These team members need to understand the language of data science so they can ask better questions, understand processes, and help effectively lead their teams and organizations to making better data-driven decisions. This course is an introduction to data science for people who aren''t planning on being full-time data scientists. It introduces big data concepts, tools, and techniques, including gathering and sorting data, working with databases, understanding structured and unstructured data types, and applying statistical analysis. Business coach and author Doug Rose helps you speak the language of data science so that you can guide your organization through the opportunities and limitations in this dramatically growing field. Umfang: 01:16:19.00
Inhalt: Great data science discoveries are often traced back to someone asking a critical question. That's why it's important for your team to use critical thinking to come up with astute, meaningful questions that add real value. A well-crafted question can prevent your team from getting sidetracked on bad assumptions and false conclusions. In this course, author Doug Rose explores the key components of critical reasoning and how to pan for gold in streams of data to search for new questions. You'll learn how to work together as a team to run question meetings, organize important ideas into question trees, and generate quality questions by clarifying key terms, challenging evidence, uncovering misleading statistics, and more. Umfang: 01:14:08.00
Inhalt: Many organizations deliver products with dozens or even hundreds of teams. For these organizations, spinning up a few agile teams is just the start. Eventually, they'll want to scale up their agile approach to work on enterprise-level products-a shift that presents a whole new set of challenges. Enterprise agile requires a different organizational mindset along with new roles and practices. There are many different enterprise agile frameworks that will help you with this transformation, but switching to these frameworks isn't your biggest challenge. Enterprise agile is a radical change from how most organizations think about their work. If you don't prepare your teams for this change, then it's unlikely that any enterprise framework will succeed. That's why this course is the first in a four-part series on enterprise agile. In this course, Doug Rose helps you lay the groundwork you'll need to make this radical organizational change. First, learn how to identify your organization's culture. There are many different types of organizational cultures, and each one presents its own set of challenges. Then, see different approaches to making a widespread organizational change. Finally, learn about the common challenges that almost all organizations face when starting enterprise agile. Umfang: 01:25:52.00
Inhalt: Many anthropologists believe our early ancestors built societies around campfire stories about justice, leadership, and government. Your data science teams will also have complex ideas about their data and results. That's why it takes a well-structured story to communicate these insights to the rest of your organization. It's not simply a matter of creating the perfect Excel sheet or a beautiful graph. You need to tell a story that captures your audience's imagination and encourages them to take some action. In this course, instructor Doug Rose explains how to weave together a great data science story and draw your audience into the story to communicate complex ideas and motivate everyone to make real changes. Umfang: 01:17:37.00
Inhalt: O Scrum em Larga Escala, ou LeSS, é uma abordagem ágil empresarial que permite escalar sua mentalidade ágil para desenvolver produtos corporativos de grande porte. Neste curso sobre gestão ágil empresarial, você descobrirá os fundamentos do LeSS e como aproveitar essa abordagem para aprimorar a eficiência geral da entrega de produtos em sua organização. Doug Rose aborda conceitos-chave, como os princípios do LeSS e as Leis de Larman, e explica como o LeSS expande as principais funções do Scrum para auxiliar Product Owners e ScrumMasters a ter sucesso ao lidar com projetos de maior dimensão. Além disso, ele explica como planejar Sprints, trabalhar em equipes de componentes, coordenar equipes e organizar uma revisão de Sprint e uma retrospectiva geral no LeSS. Umfang: 01:00:50
Inhalt: O Ágil está se tornando a abordagem preferida para a gestão de projetos de evolução acelerada. No centro de todo projeto Ágil há uma equipe Ágil. Neste curso, o primeiro da série Gestão Ágil no Trabalho do LinkedIn Learning, o especialista Doug Rose usa um projeto modelo e mostra como formar uma equipe Ágil. Uma equipe com mentalidade Ágil é auto-organizada, colaborativa e responsável. Ele também descreve as armadilhas comuns inerentes à implantação: as novas equipes dever ficar atentas para a confusão de papéis e entender os desafios da gestão de grupos auto-organizados. Umfang: 01:04:43
Inhalt: As a project manager, you'll spend most of your time communicating. To keep a fast-moving project on track, you need to know how to juggle the emails, phone calls, voice mail, and documentation. In this course, instructor Doug Rose shares the secrets of managing project communication, detailing how to craft a solid communication strategy that helps your team maximize buy-in and prioritize stakeholder input. Discover how to use a communication plan to develop two-way communication goals, run efficient meetings, and create concise reports. Umfang: 01:01:19.00
Inhalt: L'approche agile devient la méthode de gestion privilégiée pour les projets évolutifs. Or, tout projet agile implique une équipe agile. Dans cette formation, Doug Rose explique comment constituer une équipe agile. La mentalité agile allie auto-organisation, collaboration et responsabilité. Doug Rose présente également les pièges inhérents à tout cadre agile : les membres de l'équipe doivent éviter de confondre leurs rôles tout en cernant les défis de la gestion des groupes auto-organisés. Umfang: 01:02:49.00
Inhalt: De nombreuses équipes agiles sont convaincues que les réunions flexibles leur permettent d'agir plus efficacement. Mais cette efficacité repose en réalité sur des activités concises et structurées. Chaque tâche a une durée bien précise, pour permettre à l'équipe de respecter son planning en toutes circonstances. Dans cette formation, Doug Rose, expert agile, vous explique comment maximiser la productivité des réunions agiles. Il présente des conseils sur des activités de base comme la planification des releases, les réunions debout, la planification des sprints et les démos produit. Vous découvrirez également comment éviter les pièges les plus fréquents et comment rester sur les rails de votre projet. Umfang: 01:07:52.00
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