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Project Development in Python · LearnSpace
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Project Development in Python

Курс от Microsoft
Начальный≈ 19.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Description: This course focuses on managing and executing Python projects effectively in a collaborative environment. You'll learn project management principles, DevOps practices, Agile methodologies, client communication, and career-building strategies. Benefits: Gain a comprehensive understanding of project management, DevOps, and Agile methodologies, preparing you to lead and contribute effectively to real-world Python projects. By the end of this course, you'll be able to: • Apply project management principles to Python development. • Utilize DevOps tools like Docker and Kubernetes. • Implement Agile principles for iterative development. • Understand and interpret client requirements. • Build and train basic chatbots using Python. • Create a compelling portfolio and resume. • Network effectively and prepare for job interviews. Tools/Software: Docker, Kubernetes, Prometheus, Grafana, Jira, ChatterBot, spaCy This course is for entry-Level professionals looking to build a foundational understanding and experience with Python, while seeking employment as a Python developer. No prior work experience or degree is required.

Навыки, которые вы освоите

DevOpsRequirements ElicitationCommunication PlanningProject ManagementAgile Software DevelopmentContainerizationStakeholder CommunicationsCollaborationKubernetesDocker (Software)CommunicationApplication DeploymentStakeholder ManagementRequirements AnalysisProject Management SoftwareDevops ToolsSystem MonitoringAgile MethodologyPrometheus (Software)Business Requirements

Программа курса

5 модулей · 106 учебных материалов

01Introduction to project management for Python developers18 материалов

Project management fundamentals

Project development in Python syllabusЧтениеWhat is a project?ВидеоThe project lifecycleВидеоRoles in a software development teamЧтение

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Microsoft

Преподаватель курса

Project Development in Python
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 19.6 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Why project management matters for developersВидео
Common project management terminologyЧтение
Scope creep: The silent project killerВидео
Avoiding technical debtЧтение
Project management fundamentalsЗадание

Applying project management to Python development

Demo: Breaking down a Python project: Task decompositionВидеоEstimating time and resources for Python tasksЧтениеThe importance of task managementВидеоIntroduction to Gantt ChartsЧтениеDemo: Using a simple Gantt Chart for a Python projectВидеоDealing with technical challenges in Python projectsЧтениеApplying project management to Python developmentЗаданиеActivity: Planning an AI-powered chatbotЗаданиеIntroduction to project management for Python developersЗадание
02Flexibility and collaboration in Python development24 материалов

Introduction to DevOps philosophy and tools

The DevOps mindsetВидеоWhat is DevOps? A comprehensive guideЧтениеDevOps tools overviewВидеоThe benefits of DevOps: Accelerating software deliveryЧтениеBeyond local testing: Automating with CI pipelinesВидеоCI/CD and DevOpsВидеоDevOps in practice: Real-world case studiesВидеоIntroduction to DevOps philosophy and toolsЗадание

Monitoring and maintaining applications using DevOps tools

Overview of Prometheus and GrafanaВидеоDemo: Monitoring Python applications with Prometheus and GrafanaВидеоLogging and tracing in Python applicationsВидеоDemo: Logging and tracing in Python applicationsВидеоIncident response for Python applicationsЧтениеMonitoring and maintaining applications using DevOps toolsЗадание

Understanding Agile principles and values

Introduction to the Agile ManifestoВидеоAgile Manifesto: The core valuesВидеоAgile vs. Waterfall: A comparisonВидеоThe Agile Manifesto: A beginner's guideЧтениеAgile for remote teamsВидеоUsing Agile methodology: Challenges to overcomeЧтение
03Business needs and requirements assessment25 материалов

Understanding client requirements

Building your active listening skillsВидеоThe art of active listeningВидеоThe art of asking questions: Uncovering hidden needsЧтениеFrom business needs to technical requirementsВидеоRequirements elicitation techniques: A comprehensive guideЧтениеClient interview role-playВидеоDocumenting client requirementsВидеоUnderstanding client requirementsЗадание

Translating business needs into technical solutions

Analyzing gaps in your projectВидеоThe gap analysisВидеоTechnology selection for Python projectsВидеоAssessing feasibility on your projectsВидеоTechnical feasibility assessment: A step-by-step guideЧтениеEffective communication between business and tech teamsЧтение

Ensuring client satisfaction through effective project planning and execution

Strategizing your communicationВидеоCommunication planning with clientsВидеоThe project communication plan: A crucial toolЧтениеDemo: Agile project planning with JiraВидеоManaging client expectationsВидеоEnsuring client satisfaction through effective project planning and executionЗадание
04Chatbot development with Python19 материалов

Introduction to Chatbots

What is a chatbot?ВидеоChatbot architecture and componentsВидеоChatbot development 101: A beginner's guideЧтениеChatbot use cases: From customer service to educationВидеоThe business case for chatbots: Benefits and challengesЧтениеThe future of chatbots: Trends and predictionsЧтениеChatbot development with PythonЗадание

Implementing chatbots using Python libraries

Building advanced conversational AIВидеоPython libraries for chatbot developmentЧтениеspaCy for NLP: Entity recognition and text classificationВидеоDemo: Building a simple chatbot with spaCyВидеоActivity guide: Creating a chatbot for your clientЧтениеActivity: Creating a chatbot for your clientПрограммирование
05Building your Python portfolio20 материалов

Your Python portfolio and resume

Succeeding in your career as a Python developerВидеоPortfolio content ideasВидеоOrganizing your Python developer portfolioЧтениеShowcasing your portfolio to potential employersВидеоCrafting a great Python developer resumeВидеоBuild your resumeЧтениеStrategies for building a sustainable careerВидеоBuilding your sustainable careerЧтениеChallenges of the job marketВидеоActivity: Your developer's portfolio: Validating your skillsЗаданиеYour Python portfolio and resumeЗадание

Networking and Recruiting

Networking for developersВидеоCertification reflectionОбсуждениеSucceeding in the Python developer interviewВидеоCheat sheet for your technical interviewЧтениеInterview prepDIALOGUEPreparing for a technical interviewВидео
Successful outcomes with Agile practicesЧтение
Understanding Agile principles and valuesЗадание
Activity: Applying Agile principles to Chatbot applicationЗадание
Flexibility and collaboration in Python developmentЗадание
From business requirements to Python code: A real-world exampleВидео
The Agile approach to solution development: Iterative and adaptiveВидео
Measuring success: Key performance indicators (KPIs) for technical solutionsЧтение
Translating business needs into technical solutionsЗадание
Business needs and requirements assessmentЗадание
Natural Language Understanding (NLU): The key to intelligent chatbotsЧтение
The chatbot brain: Understanding NLP and dialogue managementВидео
Evaluating and improving chatbot performance: Key metrics and strategiesЧтение
Implementing chatbots using Python librariesЗадание
Activity: Creating a chatbot with PythonПрограммирование
Chatbot development with PythonЗадание
Networking and RecruitingЗадание
Building your Python portfolioЗадание
Project management in Python development: Putting it all togetherЧтение