dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Capstone: Retrieving, Processing, and Visualizing Data with Python
Modules:
Introduction: Welcome to the Class, Unicode Characters and Strings, Office Hours in Den Haag, Netherlands, Interview: John Resig and Pam Fox - Khan Academy
Page Rank Overview, Worked Example: Page Rank - Spidering (Chapter 16), Worked Example: Page Rank - Computation (Chapter 16), Worked Example: Page Rank - Visualization (Chapter 16), Office Hours Detroit, Michigan, Interview: Anil Jain - Image Processing
Dr. Chuck's New Kitten - Sakaiger, Interview: Bruce Schneier - The Security Mindset
Gmane Introduction, Worked Example: Gmane / Mail - Retrieval (Chapter 16), Worked Example: Gmane / Mail - Model (Chapter 16), Office Hours Baltimore, MD, Interview: Bruce Schneier - Building Cryptographic Systems
Office Hours: Dr. Chuck Pretends to be Anthony Bourdain
Worked Example: Gmane / Mail - Visualization (Chapter 16), Office Hours, Montreal, Canada, Interview: Nathaniel Borenstein - The Father of MIME
Office Hours - Dr. Chuck's Office - Ann Arbor, Michigan, Video: Steve Jobs, NeXT and the Internet
Course: 普通物理學-電磁學、光學及近代物理 (General Physics (1))
Modules:
課程簡介, 1-0 intro / 成績計算, 1-1 生活中的電, 1-2 從電的發現開始講起, 1-3 電荷的勢力範圍：電場, 1-4 再套用一個重力的概念 - 位能, 1-4 附錄, 1-5 高斯定律, 1-6 電容：可以儲存電能的容器
2-0 學習的樂趣, 2-1 電的流動, 2-2 電的流動 II, 2-3 基本電路學 電阻＋電源, 2-4 基本電路學 電阻＋電容, 2-5 人體中的電 – 神經與肌肉相對, 2-6 人體中的電 – 神經與肌肉相對(2)
3-0 關於考試, 3-1 哪裡有磁？, 3-2 磁場的定義與起源, 3-3 電和磁的關係：電流產生磁場, 3-4 電和磁的關係：磁場產生電流, 3-5 儲存磁能的元件：電感
4-0 關於人生的追求, 4-1 電與磁的交互作用, 4-2 什麼是波？, 4-3 電磁波, 4-4 光真的是電磁波嗎？, 4-5 電磁波紀元的誕生
5-0 為什麼不聽話, 5-1 光學的歷史, 5-2 反射與折射, 5-3 散射, 5-4 偏振, 5-5 干涉, 5-6 繞射
6-1 乙太究竟在哪裡？, 6-2 相對論的的誕生(1), 6-3 相對論的的誕生(2), 6-3 附錄, 6-4 相對論於質能互換, 6-5 相對論與重力
7-0 菩薩畏因，眾生畏果, 7-1 黑體輻射有問題嗎？, 7-2 普朗克的大膽猜測, 7-3 光電效應, 7-4 到底是波動還是粒子？, 7-5 量子力學與原子模型, 7-6 結語
Course: Evaluar para el éxito: Analítica y medición de marketing
Modules:
Introducción al curso 5, Te damos la bienvenida a la semana 1, Planificación de medios y objetivos de rendimiento, ¿Qué es la planificación de medios?, Michael - Comprender a través del análisis y la medición, Establece objetivos de rendimiento, Angela - Integrar y utilizar de manera conjunta los datos, las analíticas y las métricas para mejorar el rendimiento, Habilidades en analíticas de marketing, Introducción a Google Analytics, Introducción a Google Ads, Tim - Usar datos de la analítica del marketing, Big data para la analítica y automatización del marketing, Resumen
Te damos la bienvenida a la semana 2, Trabaja con Google Analytics: monitorear métricas, Trabaja con Google Analytics: crear exploraciones, Trabajar con métricas de Google Ads, Vincular Google Ads con Google Analytics, Exportar datos de Google Ads y Google Analytics, Cady: Lo que un análisis de métricas puede decirte, Conclusión
Te damos la bienvenida a la semana 3, Cálculos del retorno de la inversión (ROI) y del retorno de la inversión publicitaria (ROAS), Introducción a las pruebas A/B, Realización de pruebas A/B en Google Ads, Jordan - Interpreta los resultados de la prueba A/B test, Indicadores de una campaña de marketing exitosa, Conclusión
Te damos la bienvenida a la semana 4, Trabajar con las partes interesadas, Prepara datos en hojas de cálculo: ordenar y filtrar, Prepara datos en hojas de cálculo: tablas dinámicas, Crea visualizaciones de datos en las hojas de cálculo, Otras herramientas para la visualización y el análisis de datos, Crear presentaciones eficientes, Conclusión, Resumen del curso
Course: HPE Aruba Networking Security Basics (Spanish)
Modules:
Introduction, Malware, Viruses and Man in the Middle, Man in the Middle and ARP, Lab 1, Regulations, Out of Band Management, DHCP Snooping and ARP Protection, Lab 2
Introduction, FIPS Admin Access, Harden Services, Lab 3- Harden MC, Symmetric Encryption Hashing, Assymetric Encryption, PKI CA Chain and Knowledge Check, Authentication Methods, Lab 4, Role Assignment, Lab 5, Conclusion
Course: Foundations of R Programming and Basic Data Manipulation
Modules:
Introduction to the Specialization, R and RStudio (Overview and Installation), How to Get the Code?, RStudio Introduction / Project Setup, File Formats, Rmarkdown Lab
Basic Data Types 101, Basic Data Types Lab, Matrices and Arrays Lab, Lists, Factors, Dataframes, Strings Lab, Datetime
Operators, Loops 101, Loops Lab, Functions 101, Functions Lab (Introduction), Functions Lab (Coding)
Data Import Lab, Data Export Lab, Web Scraping Introduction, Web Scraping Lab
Piping 101, Filtering 101, Filtering Lab, Data Aggregation 101, Data Aggregation Lab, Data Reshaping 101, Data Reshaping Lab, Set Operations 101, Set Operations Lab, Joining Datasets 101, Joining Datasets Lab
Visualization Overview, ggplot 101, ggplot Lab, plotly Lab (Introduction), plotly Lab, leaflet Lab (Introduction), leaflet Lab, dygraphs Lab (Introduction), dygraphs Lab
Outlier Detection 101, Outlier Detection Lab (Introduction), Outlier Detection Solution, Missing Data Handling 101, Missing Data Handling Lab (Introduction), Missing Data Handling Lab (1/1), Regular Expressions 101, Regular Expressions Lab
Course: A Blueprint for Success – Your Video Pre-Production
Modules:
Course and Instructor Introduction: Stages of Production, Video Production Elements and Terminology, Types of Shots, Camcorder or DSLR?, Memory Cards, Tripods and Other Pods, Microphones and Headphones, Lights, Editing Applications, Free Applications
The Narrative, The Visual Story, Generating ideas - How to find stories, The Focus - What Is Your Story About?, Finding Characters
Script Format, Storyboards, Writing the Treatment, Pitching your story - Do's and Dont's, The Proposal, Legal Stuff
Course: Question Reality: Cosmos
Modules:
Course Introduction, Introdução do Curso em Português, Cosmos and Reality Part I From Religion to the Pre-Socratics, Plato's Cave, Cosmos and Reality, Part II: Aristotle, Cosmos and Reality, Part III: Copernicus, Conversation with David Kaiser, Physics of the Skies Part I, Physics of the Skies Part II
Scientific Method, Investigating Pendulums, Module  Weekly Wrap-Up Video
Island of Knowledge Part I, Island Of Knowledge Part II, What Is Light Part I, What Is Light Part II, Einstein's Muse, General Theory of Relativity, The Universe, Universe or Multiverse, Conversation with David Kaiser: The Multiverse, Conversation with Mary-Jane Rubenstein The Multiverse, Conversation with Matthew Kleban: The Multiverse, Wrap-Up Video
Course: Planning for a Google Workspace Deployment - Português
Modules:
Olá!, As três fases de uma implantação, Provisionamento, Domínios, Usuários e outros recursos da empresa, Estratégia de provisionamento, Roteamento de e-mails, A entrega de e-mails durante uma implantação do Google Workspace, Estratégia de roteamento de e-mails, Migração de dados, A migração de dados durante uma implantação do Google Workspace, Estratégia de migração de dados, Coexistência, Tipos de coexistência, Gerenciamento da coexistência de agendas, Grupos e contatos compartilhados, Estratégia de coexistência, Gestão da mudança, A resistência natural à mudança, O valor da gestão da mudança, Por que os projetos falham, Gerente da mudança, Resumo do curso
Course: فن الإقناع | The Art of Persuasion
Modules:
مفهوم الإقناع وعناصره الأساسية, أنماط الشخصيات المختلفة - الجزء الأول, أنماط الشخصيات المختلفة - الجزء الثاني, كيفية التعرف على نوع الشخصية, إقناع المجموعات وأنواعها, أنواع الشخصية المقنعة, أنماط الإقناع - الجزء الأول, أنماط الإقناع - الجزء الثاني, أنماط الإقناع - الجزء الثالث, أنماط الإقناع - الجزء الرابع, الخاتمة
Course: Creative Thinking and Innovation
Modules:
Welcome to the course, What is creativity?, Creativity in the creative arts and beyond, Creative thinking in practice - industry case study
What is innovation?, How creativity drives innovation in physics and beyond, Innovation in practice - industry case study
The link between creative thinking and innovation, Building the right mindset, How Nobel laureates in medicine make breakthrough discoveries, Leading through creative thinking and innovation, Tips for using creative thinking and innovation in practice - industry case study, How to complete the peer assessment activity
Course: Power BI Desktop - Query Editor Master Data Transformation
Modules:
Course Introduction, Meet Your Instructor, Setting the Stage for Data Visualization - Introduction, Overview of PowerBI, PowerBI Installation & Offerings, Connect Data to PowerBI & Navigation, Data Processing with PowerQuery and DAX - Introduction, PowerQuery Editor, Data Transformations, DAX Functions
Crafting Impactful Visualizations - Introduction, Relationships between Data Sources, Let's start with Visualizations, Advances in Visualizations, Securing and Optimizing PowerBI Resources - Introduction, Dashboards, Data Security and Handling, Best Practices in PowerBI for Effective Data Management, Power BI Desktop - Course Closure
Course: Global Sodium Reduction Strategies
Modules:
How to navigate this course, Resources for "Course Introduction", Resources for "Acknowledgements", Resources for "The Global Hypertension Epidemic", Resources for "Sodium and High Blood Pressure", Resources for "Sodium in the Body", Approaches to Lowering Sodium, Resources for "Module Takeaways", Module 1 Survey (Optional)
Resources for "Understand Your Country", Resource for "Module Takeaways", Module 2 Survey (Optional)
Resources for "Overview of Strategies", Resources for "Strategy Rationale", Resources for "Strategy Implementation", Resources for "Module Takeaways", Module 3 Survey (optional)
Resources for "Overview of Strategies", Resources for "What Types of Front-of-Pack Labels Are There?", Resources for "Strategy Implementation", Resources for "Case Study – Chile", Resources for "Module Takeaways", Module 4 Survey (optional)
Resources for "Introduction: Promotion of Low-Sodium Salt", Resources for "Overview of Strategies", Resources for "Strategy Implementation", Resources for "Case Studies—Northern Peru and Northern China", Resources for "Module Takeaways", Module 5 Survey (optional)
Resources for "Overview of Strategies", Resources for "Strategy Implementation: Develop a Healthy Food Procurement Policy", Resources for "Strategy Implementation: Implement the Policy Successfully", Resources for "Case Study-Brazil", Resource for "Module Takeaways", Module 6 Survey (Optional)
Resources for "Module Overview", Resources for "Food Prepared Outside the Home", Resources for "Key Considerations", Resources for "Restaurant Strategies", Resources for "Case Study– Lowering Sodium Content in Menu Items at Chinese Take-Out Restaurants", Resources for "Module Takeaways", Module 7 Survey (Optional)
Resources for "Module Overview", Resources for "Developing Sodium Reduction Interventions", Resources for "Prioritizing and Combining Strategies, Resources for "Ensuring Interventions are Effective using Regional Networks", Resources for "Sodium Reduction in Context of Broader Public Health Objectives", Resource for "Module Takeaways", Module 8 Survey (Optional)
Resources for "Module Overview", Resources for "Establish an Effective Surveillance System for Population-Level Sodium Intake and Sources", Resources for "Measure and Monitor the Sodium Content of Food", Resources for "Evaluate the Progress and Impact of Sodium Reduction Strategies", Resources for "Surveillance of Sodium Interventions Globally", Resources for "Case Study–The SMASH Program in Shandong, China", Resource for "Module Takeaways", Module 9 Survey (Optional)
Course: Strategies for winning. Meteorology in a round the world regatta
Modules:
Understanding meteorology - Introduction, Video 1.1.1. From perception to data, Video 1.1.2. Towards numerical models, Video 1.1.3. The evolution of meteorological information in ocean regattas, Video 1.2. The four local weather engines, Video 1.2.1 The first engine: Orography, Video 1.2.1. Case Study, Video 1.2.2. The second engine: Convection, Video 1.2.3. The third engine: Convergence and Divergence, Video 1.2.4 The fourth engine: Fronts, Video 1.3.1 General atmospheric circulation, Video 1.3.1.4. Sailor experiences, Video 1.3.2 The mechanics of global weather
Video 2. Meteorological predictions – Introduction, Video 2.1.1 What are prediction models and how are they made?, Video 2.1.2 Reliability and accuracy of models. Predictability, Video 2.2.1 Advection, Video 2.2.2 Troughs, Video 2.2.3 Ridges, Video 2.2.4 Flat low, Video 2.2.5 Low pressure systems, Video  2.3.1 Types of information available, Video  2.3.2 The GRIB format
Video  3. The sailor as meteorologist - Introduction, Video 3.1 The meteorological routing, Video 3.1.2 Polar curves, Video 3.1.3 Route calculation, Video 3.2.1 Medium and long term, Video 3.2.2 Short term, Video 3.3.1 The workstation, Video 3.3.2 Onboard weather routing, Video 3.4.1 The mast, Video 3.4.2 Onboard electronics, Video 3.4.3 Satellite communications, Video 3.4.4 The autopilot, Video 3.4.5 The central computer, Video 3.4.6 The main issues with onboard electronics
Video 4. Introduction, Video 4.1 The planning of a round the world regatta and climatology, Video 4.2 Meteorology and the organisation of a round the world regatta, Video 4.2.1 The meteorologist in a round the world regatta, Video 4.2.2 The Race Directors and weather information, Video 4.3 Onboard information during the Barcelona World Race, Video 4.4 Meteorology and safety
5. Video Introduction, Video 5.1 The Mediterranean: Meteorological aspects of interest, Video 5.1.1 From Barcelona to the Gibraltar Strait, Video 5.1.2 From the Gibraltar Strait to Barcelona, Video 5.2 The Atlantic: From North to South. General strategy, Video 5.2.1 The North Atlantic: from Gibraltar to the Equator, Video 5.2.2 The South Atlantic: From the Equator to the Indian Ocean
Video 6.1 A general approach to the Southern Ocean - Introduction, Video 6.1.1 The Southern Indian Ocean, Video 6.1.2 The Southern Pacific Ocean, Video 6.2 The Atlantic: From South to North. General approach, Video 6.2.1 The South Atlantic: From Cape Horn to the Equator, Video 6.2.2 The North Atlantic: From the Equator to the Gibraltar Strait
Course: Data Analytics Foundations for Accountancy I
Modules:
Welcome to Data Analytics Foundations for Accountancy I, Meet Professor Brunner, Learn on Your Terms
Introduction to Module 1, The Importance of Data Analytics in Modern Accountancy, Introduction to the Course JupyterHub Server, Introduction to Markdown, Introduction to Python
Introduction to Module 2, Why Accounting Students Should Learn to Code, Python Data Structures, Introduction to Python Functions, Python Programming Concepts
Introduction to Module 3, Why Use Python Instead of Excel?, Introduction to Unix, Python File I/O, Introduction to Pandas
Introduction to Module 4, How the Pandas Module Can Support Standard Business Analytics, Introduction to Numpy, Introduction to Descriptive Statistics, Advanced Pandas
Introduction to Module 5, Creating Clear and Powerful Visualizations, Visualization of Quantitative Data, Introduction to Plotting, Introduction to Data Visualization
Introduction to Module 6, Introduction to Probability, Introduction to Bayes Theorem, Calculating Probabilities in Python, Introduction to Distributions
Introduction to Module 7, Introduction to Scatter Plots, Introduction to Numpy Matrices, Statistical Issues When Exploring Multi-Dimensional Data, Introduction to Ordinary Linear Regression
Introduction to Module 8, Why Do Accounting Students Need Data Analytics Skills?, Introduction to Density Estimation, Advanced Density Estimation
Course: Developing Responsive Web Pages Using HTML5 and CSS3
Modules:
Context Setting, Normal Document Flow, Watch and Repeat : Normal Document flow, Create multiple column layouts using floats and clearfix​, Watch and Repeat : CSS floats, Watch and Repeat : Clear floats, Watch and Repeat : CSS float clearfix hack, Describe the relative and absolute positioning of CSS​, Watch and Repeat : CSS positioning, Use z-index and stack order to change the rendering order of HTML elements​, Watch and Repeat : Z-index and stack order, Practice Brief1, Practice Brief2, Practice Debrief, Challenge Brief, Challenge Debrief, Learning Consolidation
Context Setting, Develop responsive web pages using mobile-first approach​, Apply CSS media queries and breakpoints​, Watch and Repeat : CSS media queries, Create responsive web design using flexible images ​, Watch and Repeat : Flexible Images, Apply CSS display properties like flexbox and grid​, Watch and Repeat : Responsive grid system, Watch and Repeat : Flex container, Watch and Repeat : Grid layout, Design a responsive web page using mostly fluid and layout shifter design pattern​, Practice Brief1, Practice Brief2, Practice Debrief, Challenge Brief, Challenge Debrief, Learning Consolidation
Context Setting, Describe the Bootstrap framework​, Apply Bootstrap's mobile-first flexbox grid to build layouts​, Watch and Repeat : Bootstrap grid system, Use various Bootstrap components, Watch and Repeat : Bootstrap tables, Watch and Repeat : Bootstrap Navbar, Watch and Repeat :  Bootstrap components like button and cards, Watch and Repeat : Bootstrap components like carousel and forms, Apply Bootstrap utilities, Watch and Repeat : Bootstrap display, spacing and flex utilities, Design a responsive web page using column drop design pattern​, Practice Brief, Practice Debrief, Challenge Brief, Challenge Debrief, Learning Consolidation
Course: Compartilhar os dados com a arte da visualização
Modules:
Introdução à comunicação de seus insights de dados, Kevin: O poder está na visualização de dados, Por que a visualização de dados é importante, Conectar imagens com dados, Uma receita para uma visualização poderosa, Visualizações dinâmicas, Elementos de arte, Impacto da visualização de dados, Design Thinking e visualizações, Títulos, subtítulos e rótulos, Visualizações acessíveis, Andrew: Tornar os dados acessíveis
Visualizações de dados com o Tableau, O Tableau Public e outras ferramentas online, Conheça o Tableau, Como criar uma visualização de dados no Tableau, O bom, o mau e o vilão, Como ser criativo, Como vincular dados no Tableau
Storytelling com dados, Dando vida às ideias, Como falar com o seu público-alvo, Carolyn: jornalista de dados, Noções básicas dos painéis do Tableau, Crie filtros para os gráficos, Dicas para apresentações convincentes, Como compartilhar uma narrativa, Sundas: Como lidar com a síndrome do impostor
Juntando tudo, Apresentações com uma abordagem, Interconectando dados em sua apresentação, Brittany: Habilidades de apresentação para novos analistas de dados, Connor: Exemplo confuso de uma apresentação de dados, Connor: Bom exemplo de uma apresentação de dados, Dicas de apresentação comprovadas, Apresente como um profissional, Antecipar a pergunta, Lidando com objeções, Melhores práticas de perguntas e respostas, Connor: Torne-se um tradutor de dados especializado, Parabéns!
Course: Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)
Modules:
Course Overview, Project 0 Overview
Unit 0.0: Machine Language Primer, Unit 0.1: Machine Language Overview, Unit 0.2: Machine Language Elements, Unit 0.3: The Hack Computer and Machine Language, Unit 0.4: Hack Language Specification, Unit 0.5: Handling Input and Output, Unit 0.6: Low-Level Programming, Part I, Unit 0.7: Low-Level Programming, Part II, Unit 0.8: Low-Level Programming, Part III, Unit 0.9: Project 4 Overview
Unit 1.0: The Road Ahead, Unit 1.1: Program Compilation Preview, Unit 1.2: VM Abstraction: the Stack, Unit 1.3: VM Abstraction: Memory Segments, Unit 1.4: VM Implementation: the Stack, Unit 1.5: VM Implementation: Memory Segments, Unit 1.6: The VM Emulator, Unit 1.7: VM Implementation on the Hack Platform, Unit 1.8: VM Translator: Proposed Implementation, Unit 1.9: Project 7: Building the VM Translator, Part I, Unit 1.10: Perspective
Unit 2.1: Program Control, Unit 2.2: Branching, Unit 2.3: Functions: Abstraction, Unit 2.4: Function Call and Return: Implementation Preview, Unit 2.5: Function Call and Return: Run-time Simulation, Unit 2.6: Function Call and Return Implementation, Unit 2.7: VM Implementation on the Hack Platform, Unit 2.8: VM Translator: Proposed Implementation, Unit 2.9: Project 8: Building the VM Translator, Part II, Unit 2.10: Perspective
Unit 3.1: The Jack Language in a nutshell, Unit 3.2: Object-Based Programming, Unit 3.3: List Processing, Unit 3.4: Jack Language Specification: Syntax, Unit 3.5: Jack Language Specification: Data Types, Unit 3.6: Jack Language Specification: Classes, Unit 3.7: Jack Language Specification: Methods, Unit 3.8: Developing Apps using the Jack language and OS, Unit 3.9: A Sample Jack App: Square Dance, Unit 3.10: Graphics Optimization, Unit 3.11: Perspective
Unit 4.1: Syntax Analysis, Unit 4.2: Lexical Analysis, Unit 4.3: Grammars, Unit 4.4: Parse Trees, Unit 4.5: Parser Logic, Unit 4.6: The Jack Grammar, Unit 4.7: The Jack Analyzer, Unit 4.8: The Jack Analyzer: Proposed Implementation, Unit 4.9: Project 10: Building a Syntax Analyzer, Unit 4.10: Perspective
Unit 5.1: Code Generation, Unit 5.2: Handling Variables, Unit 5.3: Handling Expressions, Unit 5.4: Handling Flow of Control, Unit 5.5: Handling Objects: Low-Level Aspects, Unit 5.6: Handling Objects: Construction, Unit 5.7: Handling Objects:  Manipulation, Unit 5.8: Handling Arrays, Unit 5.9: Standard Mapping Over the Virtual Machine, Unit 5.10: Completing the Compiler: Proposed Implementation, Unit 5.11: Project 11, Unit 5.12: Perspective
Unit 6.1: Operating System, Unit 6.2: Efficiency Matters, Unit 6.3: Mathematical Operations, Unit 6.4: Memory Access, Unit 6.5: Heap Management, Unit 6.6: Graphics, Unit 6.7: Line Drawing, Unit 6.8: Handling Textual Output, Unit 6.9: Input, Unit 6.10: String Processing, Unit 6.11: Array Processing, Unit 6.12: The Sys Class, Unit 6.13: Project 12: Building the OS, Unit 6.14: Perspective
Unit 7.1: More Fun To Go, Unit 7.2: More Fun To Go, Unit 7.3: More Fun To Go, Unit 7.4: More Fun To Go
Course: Marketing Channel Incentives
Modules:
Pricing Conundrum Pt. 1, Pricing Conundrum Pt. 2, Pricing Conundrum Pt. 3, Pricing Conundrum Pt. 4, Pricing Conundrum Pt. 5
The Strategic Skeptic Pt. 1, The Strategic Skeptic Pt. 2, The Strategic Skeptic Pt. 3, The Strategic Skeptic Pt. 4, The Strategic Skeptic Pt. 5, The Strategic Skeptic Pt. 6
Guest Speaker: Gordon Hester, Direct Selling Pt. 1, Direct Selling Pt. 2, Direct Selling Pt. 3, Direct Selling Pt. 4
Course: Bitirme Projesi: Proje Yönetimini Gerçek Dünyada Uygulamak
Modules:
6. Kursa Giriş, Proje başlatma belgeleri: Amaç ve bileşenler, Proje başlatma belgeleri: Paydaşların mutabık kalması, Proje başlatma belgeleri: SMART hedefler oluşturma, Proje başlatma belgeleri: Kapsamı, faydaları ve maliyetleri tanımlama, Afsheen: Projeyi etkili bir şekilde başlatma, Paydaş analizinin tamamlanması, İki tarafın da fayda sağlayacağı çözümler bulma, Stanton: Paydaşlarla yapılacak kapsam değişikliklerini yönetme, Müzakere sırasında etkileme, Özet
Giriş: Proje planı oluşturma, Proje görevlerini belirleme: Belgeleri analiz etme, Proje görevlerini belirleme: İnternette araştırma yapma, Proje görevlerini belirleme: Önemli konuşmaları analiz etme, Görevleri sıralama ve ara hedefleri belirleme, Süre tahmini: Doğru soruları sorma, Süre tahmini: Üç noktalı tahmin, Süre tahmini: Güven seviyesi derecelendirmelerini uygulama, Süre tahmini: Etkili süre tahmini müzakereleri, Süre tahmini: Empati kullanarak müzakere yapma, Torie: Bir program yöneticisi olarak empati kurma, Özet
Giriş: Kaliteyi koruma, Kilit kalite yönetimi kavramları, Kalite standartlarını belirleme, Değerlendirme soruları oluşturma, Değerlendirme göstergelerini belirleme, Anket oluşturma, Değerlendirme sunumu yapma, Retrospektif toplantılarının değeri, Retrospektif toplantıları: Katılımı teşvik etme, Retrospektif toplantıları: Hesap verebilirliği teşvik etme, Retrospektif toplantıları: Olumsuzlukları ele alma, Dana: Olumlu retrospektif toplantıları yönetme, Özet
Giriş: Paydaşlarla etkili iletişim kurma, Proje sorunlarını iletme, Chris: Problem çözme sanatı, Proje sorunlarını hedeflere bağlama, Bir sorunu eskale etmek için e-posta yazma, Laura: Paydaşlarla iletişimde en iyi uygulamalar, Proje kapanış raporu oluşturmak, Proje etki raporu, Özet, Kişisel kapanış raporu, Başarılı bir asansör konuşması oluşturma, STAR yöntemi, Uzaktan görüşme yapma, Google çalışanlarından görüşme ipuçları, Eğitmenlerinizden tebrikler, Profesyonel Fırsatları Keşfetmek
Course: Financing the development and evolution of infrastructure
Modules:
Welcome!, Introduction to Week 1, Infrastructure demand over the next 20 years, Introduction. Two classification methods, Economic infrastructure and social infrastructure: differences and different ways of financing, Various combinations of risk and returns: core, core-plus and value-added infrastructure, The new taxonomy emerging from the focus on ESG issues - Overview
Introduction to Week 2, Infrastructure for harmonious and sustainable development in a country: mobilizing adequate financial resources, An ideal world: The State provides resources for infrastructure, Attributes of infrastructure and greenfield and brownfield investors, Evidence from post-pandemic surveys (the resilience of infrastructure investments)
Introduction to Week 3, Tomorrow's infrastructure will probably be different from today's, The energy sector: emerging trends, Agriculture and Agritech, Space Economy, The new attention to ESG issues
Introduction to Week 4, Private financing of infrastructure and the project financing technique, Some reference data, Project Finance, a simple definition, Corporate Finance versus Project Finance, The Time Bomb, Four key contracts of Project financing, Identifyin a conceptual map of risk, Risks during the construction phase, Risks of the operational phase, The importance of risk management - examples
Conclusion
Course: Introduction to Programming
Modules:
Course Introduction
Introduction to Computers, What Is Computer Programming?, What Is an Operating System?, How Are Programs Executed?, Introduction to Flowcharts and Algorithms, Illustrating Decision Making Using a Flowchart/Algorithm, Creating a Flowchart or Algorithm for Iteration, Module Wrap-Up: Introduction to Computing and Problem-Solving
Essential Elements of a C Program, Executing a C Program Using Coursera Labs, Using Basic Unix Commands in Coursera Labs, Variables, Constants, and Datatypes in C, Where and How Are Program Data Stored?, Variable Types and Their Storage, Character Types in C, Type Conversions in C, Operators and Expressions in C, Arithmetic and Assignment Operators, Operator Precedence and Associativity, Unary Arithmetic Operators, Relational and Logical Operators, Operators Example, Module Wrap-Up: Introduction to C Programming
Statements and Blocks in C, The If Statement in C, The If-Else Statement in C, Nested If-Else Statements, Switch Statement in C, Loops in C, While Loop in C, While Loop: Example 1, While Loop: Example 2, Break and Continue Statements with Examples, Writing a For Loop in C, For Loop: Example 1, For Loop: Example 2, While vs. For Loop, Module Wrap-Up: Branching and Looping
Role and Need of Functions, Declaration and Definition of a Function, Function Invocation and Flow of Program Execution, Pros and Cons of Functions, Memory Snapshot During Function Execution, Functions: Example 1, Functions: Example 2, Scope and Storage Class of a Variable, Memory Layout of a C Program, Auto and Global Variables, Static Variables, Module Wrap-Up: Functions
Arrays and Their Importance, Defining and Accessing Arrays, Arrays in Memory, Arrays Examples: Part 1, Arrays Examples: Part 2, Arrays and Functions, Linear Search, Sorting, Selection Sort: Part 1, Selection Sort: Part 2, Character Arrays, Module Wrap-Up: Arrays, Final Course Video
Course: Build a Responsive Layout with CSS Grid
Modules:
CSS Grid Quiz
Course: Automation with Ansible
Modules:
Overview of this Course, Introduction to Ansible, Install and Configure Ansible_Part 01, Install and Configure Ansible_Part 02, Setup VM and Environment_Part 01, Setup VM and Environment_Part 02, Setup VM and Environment_Part 03, Ansible Setup Cloud-Create Ansible Environment, Ansible Setup Cloud-Create Virtual Machines, Ansible Setup Cloud-Configure & Review Virtual Machine, Ansible Setup Cloud-Examine Virtual Machine Communication, Ansible Setup Cloud-Communicate with Ansible Machines, Ansible Setup Cloud-Ansible Files & Commands
Introduction to Ansible Playbook, Playbook Apache_Part 01, Playbook Apache_Part 02, Playbook Apache_Part 03, Automation with Ansible for Remote Clients- Overview, Automation with Ansible for Remote Clients-Lab, Ansible Automation with Ad-hoc Tasks- Overview, Ansible Ad-hoc Commands_Part 01, Ansible Ad-hoc Commands_Part 02
Manage Variables and Implement Task Control in Ansible, Ansible Conditions- Lab, Ansible Handlers_Part 01, Ansible Handlers_Part 02, Ansible Loops_Part 01, Ansible Loops_Part 02, Ansible Loops_Part 03, Ansible Security and Management Tools- Overview, Ansible Tower-Lab, What's Next
Course: Teaching Writing Process
Modules:
Teaching Writing Specialization Welcome Video, Teaching Writing Process Course Welcome Video, Inviting Writing Module 1 Welcome Video, A True Story, Responding to Your Fellow Learners, Inviting Writing, What is Low-Risk Writing?, Why Low-risk Writing, What is Freewriting?, Focused Freewriting
Module 2 Welcome, What Kind of Teacher Do You Want to Be?, How I Was Taught Writing, Unlearn to Write, What is "Good Writing"?
Module 3 Welcome, What is Writing Process?, Madman, Architect, Carpenter, Judge, Writing Process Implications
Module 4 Welcome, What is Reflective Writing?, The Process Log, Reflection and Student Learning, One Example of Reflection for Student Learning, Reflection for Teaching
Course: Emotional and Social Intelligence
Modules:
Introduction to Emotional and Social Intelligence, Emotional Competencies, Statistics About Emotional and Social Intelligence, The Performance Connection, How Important is EQ?, Exploring Self-Awareness, Self-Awareness Strategies 1 and 2, Self-Awareness Strategy 3, Self-Awareness Strategy 4
Introduction to Self-Regulation, Self-Regulations Strategies 1-3, Self-Regulations Strategies 4-6
Introduction to Empathy, The Stages of Empathy, Techniques For Building Empathy
Introduction to Connections, Social Skills, The Biochemical Ripple Effect, Final Thoughts on ESI
Course: Introduction to Cloud Networking Solutions
Modules:
Virtual Networking Concepts, Extending Virtual Networks, SDN Concepts, NFV Concepts, Combining NFV and SDN Features
Course: Personal Productivity, Time Management and Prioritization
Modules:
Introduction to the course & instructor, Course overview, The importance of personal productivity, What is time management?, The role of prioritization in productivity, Importance of goal setting for time management, SMART goals, Aligning goals to vision and values, The role of organization in productivity, Tools for task organization: Lists, planners, digital tools, Categorizing tasks: Important vs. Urgent, Time management matrix, The pomodoro technique, Time blocking, Delegation and outsourcing, The Eisenhower box, The ABCDE method, The Ivy Lee method, Short-term and long-term planning, Weekly and daily planning, Review and adjustment of plans, The impact of distractions on productivity, Identifying distractions and interruptions, Techniques to overcome procrastination, Handling stress and burnout, Techniques to limit distractions, Strategies to maintain focus and concentration, The importance of work-life balance for productivity, Strategies for achieving balance, Setting boundaries and disconnecting, Key takeaways
Course: Activos, amenazas y vulnerabilidades
Modules:
Introducción al curso 5, Da'Queshia: Un día en la vida de una ingeniera de seguridad, Te damos la bienvenida a la semana 1, El qué, el porqué y el cómo de la seguridad de los activos, Tri: La vida en la seguridad de los activos, La seguridad comienza con la clasificación de los activos, Activos en un mundo digital, Elementos de un plan de seguridad, El Marco de Ciberseguridad (CSF) del Instituto Nacional de Estándares y Tecnología (NIST), Resumen
Te damos la bienvenida a la semana 2, Controles de seguridad, Fundamentos de la criptografía, Infraestructura de clave pública (PKI), No repudio y hashing, Controles de acceso y sistemas de autenticación, Los mecanismos de autorización, Por qué auditamos la actividad de los usuarios, Tim: Proteger los activos tiene sentido, Conclusión
Te damos la bienvenida a la semana 3, Gestión de las vulnerabilidades, Estrategia de defensa en profundidad, Vulnerabilidades y exposiciones comunes, Evaluaciones de vulnerabilidad, Omad: Mi trayectoria de aprendizaje hacia la ciberseguridad, Protección de todos los puntos de entrada, Vías de acceso a través de las defensas, Resumen
Te damos la bienvenida a la semana 4, El arte criminal de la persuasión, Phishing para obtener información, Software malicioso, El auge del criptojacking, Secuencias de comandos en sitios cruzados (XSS), Brechas explotables en las bases de datos, Un enfoque proactivo de la seguridad, Chantelle: El valor de la diversidad en la ciberseguridad, PASTA: El proceso de modelado de ataques y análisis de amenazas, Conclusión, Conclusión del curso
Course: Encoder-Decoder Architecture - Português Brasileiro
Modules:
Arquitetura de codificador-decodificador: Informações gerais, Arquitetura de codificador-decodificador: Tutorial do laboratório
Course: Integrating Applications with Gemini 1.0 Pro on Google Cloud
Modules:
Integrating applications with Gemini 1.0 Pro models
Course: Grow Your Business with Goldman Sachs 10,000 Women
Modules:
Welcome, Identifying a good opportunity, Selecting a growth opportunity, Feasibility Checklists, Articulating your opportunity, What is the Business Growth Plan?
Course: Basics of Accounting for Assets
Modules:
Revenue Recognition in Financial Accounting, Bad Debt Expense, Introduction to Inventory in Financial Accounting, FIFO, LIFO, and Average Cost
Course: 기술 지원 기초
Modules:
과정 소개, IT란 무엇입니까?, IT 지원 전문가란?, 강좌 소개, 아바쿠스(Abacus)에서 해석기관까지, 현대 컴퓨터로의 여정, 케빈의 커리어, 컴퓨터 언어, 문자 인코딩, 바이너리, 바이너리 계산 방법, 추상화, 컴퓨터 아키텍처 개요, 케빈의 조언
모듈 소개, 컴퓨터 하드웨어 개론, 프로그램 및 하드웨어, 조 다양성, CPU, RAM, 마더보드, 스토리지, 전원 공급 장치, 휴대기기, 배터리 및 충전 시스템, 주변기기, BIOS, 벤의 조언, 모두 하나로 모으기, 휴대기기 수리
모듈 소개, 원격 연결 및 SSH, Windows에서 원격 연결하기, 운영체제의 구성요소, 파일 및 파일 시스템, 프로세스 관리, 메모리 관리, 입출력 관리, OS와 상호작용: 사용자 공간, 로그, 부팅 프로세스, 모바일 운영체제, 신디의 운전 및 커리어 경로, 운영체제 선택하기, 가상 머신, Windows 설치하기, Linux 설치하기, Chrome OS란?, Mac OS X 설치하기, 응오 찌가 겪은 어려움 및 IT 분야에서 성공하는 방법, 퀵랩스(Qwiklabs) 소개
모듈 소개, 네트워킹의 기초, 네트워킹 하드웨어, 인터넷 언어, 인터넷, 빅터의 첫 번째 업무, 인터넷의 역사, 인터넷의 한계, 영향, 사물 인터넷, 지안이 Android 보안에서 하는 일, 개인 정보 보호 및 보안, 헤더 애킨스, 해커 차단
모듈 소개, 소프트웨어란?, 소프트웨어 유형, 추상화 복습하기, 컴퓨팅 레시피, 미 해군에서의 IT 업무 경험, 관리 소프트웨어, Windows에서 소프트웨어 설치, 업데이트, 제거하기, Linux에서 소프트웨어 설치, 업데이트, 제거하기, 소프트웨어 자동화
모듈 소개, 질문하기!, 문제 분리하기, 문제 추적하기, 가장 빠른 단계 먼저 시작하기, 문제 해결과 관련하여 피해야 할 실수, IT 직무 인재상, 소프트 스킬 개론, 상호작용 분석, 곤란한 상황에 대처하는 방법, 티켓팅 시스템 및 작업 문서화, 프로세스 문서화, 티켓팅 시스템의 문서화, 성공의 기회, 면접 준비하기, 기술 면접의 모든 것, 면접에서 가장 좋은 모습 보여주기, 면접 상황극: 고객 서비스, 강좌 마무리, IT 직무에 요구되는 마음가짐, 축하합니다!
Course: AI Ethics in Business
Modules:
Introduction to AI ethic, What is AI
Exploring AI Applications, Ethical Considerations in AI
Fairness of AI Ethics, Accountability of AI Ethics, Privacy Concerns in AI Ethics, Transparency in AI Ethics
Ethics Regulation Models, Case example
AI in Robotics and Autonomous Freight, AI's Role in Translation and Transcription, Future Implementation Strategies for AI, Monitoring AI: Consequences and Conclusion
Course: Customer Data Analytics for Marketers
Modules:
Course Overview, Types of Analytics, Descriptive Analytics with Scatter Plots, Augmenting Scatter Plots I, Augmenting Scatter Plots II, Data-Informed Decisions I, Data-Informed Decisions II
Improving Target Marketing, Comparing Treatments & Simpson's Paradox, Critical Thinking Questions I, Critical Thinking Questions II, Mean & Variance I, Mean & Variance II, Standard Deviations Least-Squares Regression
Linear Correlation, Calculating Linear Correlation, R-Squared, Ordinal Correlations, Using Correlations to Test for Independence, The Logic of Null Hypothesis Testing, Trustworthy Hypothesis Testing, Recommended Tests for Independence
Visualizing Correlations: Heat Maps, Scatter Plots and Correlation Matrices, Correlation Networks, Structural Equation Models (SEMs), Path Coefficients, Path Diagrams, Making Causal Predictions with Path Diagrams, Explanation, Prediction, & Model Validation, Limitations of Path Analysis
Course: IBM COBOL Data and File Management
Modules:
Course Introduction and Objectives, Course Modules, Get Familiar with the Skytap Lab Environment
Module 2 Introduction and Objectives, COBOL Language Elements, COBOL Language Elements in Your Reading, COBOL Programming Structure, COBOL Programming Structure in Your Reading, Common COBOL Commands, Common COBOL Commands in Your Reading, Module 2 Completed Objectives
Module 3 Introduction and Objectives, VSCode, Zowe Components, and Mainframe Extensions, VSCode, Zowe Components, and Mainframe Extensions in Your Reading, COBOL Command Line Interface (CLI), COBOL Command Line Interface (CLI) in Your Reading, JES and JCL, JES and JCL in Your Reading, Module 3 Completed Objectives
Module 4 Introduction and Objectives, Records, Records in Your Reading, Blocks, Blocks in Your Reading, Organization and Storage, Organization and Storage in Your Reading, Module 4 Completed Objectives
Module 5 Introduction and Objectives, Fundamentals of Relational Data, Fundamentals of Relational Data in Your Reading, Fundamentals of Db2, Fundamentals of Db2 in Your Reading, COBOL Data Interfaces, COBOL Data Interfaces in Your Reading, Module 5 Completed Objectives
Completed Course Objectives, Group Discussion
Course: Analytics, Law, and Athlete Representation
Modules:
Introduction to Analytics, Law, and Athlete Representation, PODCAST: Leigh Steinberg, "Real Life Jerry McGuire", Athlete Career Stages, Ritch Winter: The Role of Analytics, Ritch Winter: Analytics & Negotiations, Mike Santos: The Career Path to Managing Member at Hockey Operation, LLC., Mike Santos: Math, Data & Law Come Together, Ritch Winter: How I Became a Sports Agent
Sources of Laws & Regulations, Mike Santos: Cultural Changes & Injuries, Evolving Definition of Amateur, Mike Santos: Amateur Name, Image & Likeness
Agent vs. Lawyer/Agent, The Teen Athlete, Ritch Winter: Parody & Competitiveness, Elite Athlete Decision, Ritch Winter: Player Quality of Life
Pro Athlete Plus Agent, Mike Santos: Filling a Roster, Mike Santos: Salary Arbitration, Pro Athlete, Agent & Data, Mike Santos: Statistics Available, Mid-Career Pro Athlete, Agent & Data, Pro Athlete & Agent Transitions, Mike Santos: Teaching Analytics Folks the Game, Mike Santos: Players Adapt to Analytics, Ritch Winter: More Quality of Life Considerations
Agent & Athlete Relationship, Ritch Winter: How to Nurture Relationships & Become an Agent, Regulations of Sports Agents, Mike Santos: Agent Regulations, Sports Agency Types, Ritch Winter: Multi-year Contract Hazards, Expectations of Sports Agents, Selecting an Agent, Mike Santos: What Makes a Good Agent, Mike Santos: Traits of a Good Agent
Course: Concepts et langage organisationnels
Modules:
Présentation de la professeure Elizabeth Luckman, Introduction du cours, Présentation du professeur Deepak Somaya, Introduction du Module 1, Introduction aux interviews de dirigeants, Mission, vision et valeurs, Expertise de dirigeant : Mission et valeurs, Mission et valeurs : Rôle du leadership, Introduction aux modèles économiques, Modèle V.A.R.S, 1re partie, Modèle V.A.R.S, 2e partie, Cohérence, alignement et analyse SWOT, Introduction de l'étude de cas – Uber, Résumé de l'étude de cas Uber
Stratégies d'affaires génériques, Expertise de dirigeant : Positionnement stratégique, Stratégies doubles, Renouvellement stratégique, Le parcours du manager : Conseils de nos experts
Présentation du professeur Hayden Noel, Présentation du professeur Geoff Love, Présentation, Le cas Segway, Création de valeur, Le processus de la stratégie marketing, Qu'est-ce qu'un produit ?, Qu'est-ce qu'un service ?, Niveaux du produit, Décisions concernant le mix produit, Cycle de vie du produit, Introduction, Les défis soulevés par l'évolution des nouvelles technologies et des nouveaux marchés, Réussite et échec des entreprises face à la croissance et à l'évolution des marchés, Organisations ambidextres, Diriger des organisations ambidextres, 1re partie, Diriger des organisations ambidextres, 2e partie
Qu'est-ce que la comptabilité ?, Pourquoi les états financiers sont-ils importants ?, Quelles sont vos performances ?, Coût des produits vendus, Finaliser les comptes de résultat, Comment avez-vous géré les liquidités ?, Mesure des performances non financières, Systèmes de mesure de la performance stratégique, Problèmes inhérents à la mesure des performances, Évaluation subjective des performances
Présentation du professeur Ron Guymon, Présentation du professeur Jessen Hobson, Transformer les données d'entreprise en informations exploitables, Votre esprit est l'outil le plus important, Esprit d'analyse : Système 1 vs Système 2, Raisonnement par induction et par déduction, Modélisation de l'analyse des données, Termes clés de l'analyse d'entreprise
Présentation du professeur Kevin Hartman, Historique de la visualisation des données, Comprendre les outils actuels de visualisation des données, Établir des liens avec des visuels, Évaluer l'efficacité de la visualisation des données, Comprendre le développement des données, Évaluer les méthodes d'accès aux données, Cibler votre parcours de communication, Planifier l'histoire de vos données, Identifier des schémas de données, Planifier la création de la visualisation de données, Comprendre les composantes de l'approche visuelle, Enriching Content Through Connection, Pour terminer le cours
Course: Legal Tech & Startups
Modules:
Course overview, Disrupting the legal sector with technology, Legal Startup, Interview: Dan Martin Katz - Professor Chicago-Kent College of Law, Principal Legal Tech business areas – Market Place and Practice Management, Principal Legal Tech business areas – Documents and Case Management, Principal Legal Tech business areas – Legal Research and Online Lawyers, Most relevant companies in online tech, Innovation and legal education with Javier de Cendra, Be an entrepreneur, Starting a business, Glossary and basic concepts
The idea, Where do good ideas come from?, Share your idea, A good business idea, The business model, Protect your idea, Introduction, Big data and legal, Blockchain and legal, Bots and legal, Machine learning and legal, Virtual reality and legal, New professionals with Javier de Cendra, Interview: Daniel Lewis - Ravel Law CEO & Co-founder, Business Model Canvas – Infrastructure and Offering, Business Model Canvas – Customers, Business Model Canvas - Finances, LegalZoom and Rocket Lawyer
Introduction, What resources do you need?, Do you really need a “Business Plan”?, How to finance your project?, Building your core team, Professional skills for lawyers with Javier de Cendra, Hiring “attractive” employees, MVP, Agile management, Introduction, Email, docs and collaborations, Build a web page, Build an ecommerce website, Big data and Machine Learning for Legal Tech, Blockchain, Work tools, Dashboards
Introduction, Online marketing, Online marketing tools, Offline marketing, Social marketing, Inbound marketing, CRM, What is “Growth hacking”?, Social marketing growth: Dropbox, Paypal and Hotmail, Data driven companies concept, KPI´s, Lean startup model, A/B testing, Wrap up with Javier de Cendra
Course: 生物演化
Modules:
生物演化课程介绍
1.1 地球上丰富多彩的生命由演化而来, 1.2 演化的定义~1.5 演化研究的一些特点
2.1 拉马克简历, 2.2 拉马克的生物演化思想, 2.3 达尔文简历, 2.4 达尔文的生物演化思想
3.1 达尔文对他演化理论难点的解答, 3.2 细胞遗传学的发展对达尔文演化理论的贡献, 3.3 分子生物学的发展对达尔文演化理论的贡献+伟大的综合, 3.4 群体遗传学对达尔文演化理论的贡献
4.1 自然选择的概念和定向选择, 4.2 稳定选择、间断选择和平衡选择, 4.3 平衡选择、正选择和负选择, 4.4 人工选择
5.1 如何研究适应, 5.2 蝴蝶翅膀斑纹的故事, 5.3 纹翅蝇的故事, 5.4 适应不是十全十美的+适应是相对的, 5.5 选择和适应的特例
6.1 中性演化理论提出的背景, 6.2 中性理论的提出, 6.3 有效种群的大小, 6.4 木村中性理论的主要内容+与木村同时代的中性理论进化学家, 6.5 分子演化的主要研究内容
7.1 蛋白质水平的演化速率, 7.2 举例说明蛋白质演化速率的计算方法, 7.3 分子钟学说, 7.4 分子钟的局限性
8.1 核酸演化的速率（上）, 8.2 核酸演化的速率（下）+KA/KS比值的意义, 8.3 基因组学在演化研究中的应用（上）, 8.4 基因组学在演化研究中的应用（下）, 序言, 新基因的概念及其起源的普遍性, 新基因产生的机制, 新基因的功能, 新基因对人类演化的作用
9.1 物种的定义（上）, 9.2 物种的定义（下）, 9.3 物种的产生（上）, 9.4 物种的产生（下）, 9.5 间断平衡学说
10.1 物种灭绝的定义+灭绝的类型（上）, 10.2 灭绝的类型（下）, 10.3 灭绝的原因（上）, 10.4 灭绝的原因（下）, 10.5 灭绝的规模+盖亚假说
11.1 系统发生相关术语, 11.2 系统发生树的构建方法+如何对待不同结果的树, 11.3 如何评价最简约树+有根树的研究意义（上）, 11.4 有根树的研究意义（中）, 11.5 有根树的研究意义（下）
12.1 生命的定义+有关起源+人们对生命起源的认识, 12.2 生命起源的阶段（上）, 12.3 生命起源的阶段（下）, 12.4 生命演化过程中的一些重要事件（上）, 12.5 生命演化过程中的一些重要事件（下）
13.1 家养动物的起源和演化, 13.2 现代智人的起源（上）, 13.3 现代智人的起源（中）, 13.4 现代智人的起源（下）, 13.5 课程总结, 鸟类起源学说, 鸟类起源于恐龙的证据（上）, 鸟类起源于恐龙的证据（中）, 鸟类起源于恐龙的证据（下）
期末考试
Course: إدارة النظم وخدمات البنية التحتية لتكنولوجيا المعلومات
Modules:
مقدمة عن الدورة, ما المقصود بإدارة النظم؟, إعادة استعراض الخوادم, السحابة, السياسات التنظيمية, خدمات البنية التحتية لتكنولوجيا المعلومات, توفير حسابات المستخدمين والأجهزة, الصيانة الدورية, الموردون, استكشاف الأخطاء وإصلاحها وإدارة المشكلات, في حالة اندلاع حريق، اكسر الزجاج, قصة "ديون ميشيل أوباما", مع زيادة القدرات تزداد المسؤولية, لا تٌجرِ أبدًا اختبارًا في  مرحلة الإنتاج, تقييم المخاطر, إصلاح الأمور بالطريقة الصحيحة
ما المقصود بخدمات البنية التحتية لتكنولوجيا المعلومات؟, دور خدمات البنية التحتية لتكنولوجيا المعلومات لدى مسؤول إدارة النظم, أنواع خدمات البنية التحتية لتكنولوجيا المعلومات, كيف تعمل Qwiklabs؟, وظيفة هيذر الأولى في مجال التكنولوجيا, أنظمة التشغيل الخاصة بالخادم, المحاكاة الظاهرية, إعادة استعراض الوصول عن بُعد, FTP، وSFTP، وTFTP, NTP, إعادة استعراض خدمات دعم الشبكة, DNS, DNS لخوادم الويب, DNS لشبكات الإنترنت, DHCP, يتعذر حل اسم مضيف أو اسم مجال, مظهر الخدمات أثناء تنفيذها, إدارة الخدمات في نظام التشغيل Linux, إدارة الخدمات في نظام التشغيل Windows, تكوين الخدمات في نظام التشغيل Linux, تكوين الخدمات في نظام التشغيل Windows, تكوين نظام DNS بواسطة برنامج Dnsmasq, تكوين بروتوكول DHCP بواسطة برنامج Dnsmasq
مقدمة عن الوحدة, تكوين خدمات الاتصال, تكوين خدمات البريد الإلكتروني, تكوين الخدمات الإنتاجية للمستخدم, تكوين خدمات الأمان, تحكم هيذر في عدم الثقة بالنفس, ما المقصود بخدمات الملفات؟, تخزين ملفات الشبكة, مزامنة الجوال, تكوين خدمات الطباعة, إعادة استعراض خدمات الويب, ما المقصود بخادم قاعدة بيانات؟, هل موقع الويب معطل؟, مفاهيم السحابة, الإعدادات النموذجية للبنية التحتية للسحابة, موعد اختيار السحابة وكيفية إجراء ذلك
مقدمة عن الوحدة, ما المقصود بخادم دليل؟, تنفيذ خدمات الدليل, ما المقصود بالإدارة المركزية؟, ما المقصود ببروتوكول LDAP؟, ما المقصود بمصادقة LDAP؟, تغلب هيذر على العقبات, ما هو Active Directory؟, إدارة Active Directory, إدارة مستخدمي ومجموعات Active Directory, إدارة كلمات مرور مستخدمي Active Directory, الانضمام إلى مجال Active Directory, ما المقصود بنهج المجموعة؟, إنشاء نهج المجموعة وتحريرها, التوريث والأسبقية فيما يتعلق بنهج المجموعة, استكشاف أخطاء نهج المجموعة وإصلاحها, إدارة الأجهزة الجوالة (MDM), ما هو OpenLDAP؟, إدارة OpenLDAP
مقدمة عن الوحدة, ما المقصود باستعادة البيانات؟, إنشاء نسخ احتياطية من بياناتك, حلول النسخ الاحتياطي, انتقال وظيفي, اختبار النسخ الاحتياطية, أنواع النسخ الاحتياطي, النسخ الاحتياطية الخاصة بالمستخدم, ما المقصود بخطة استعادة من كوارث؟, تصميم خطة استعادة من كوارث, ما المقصود بالتقرير التحليلي بعد حدوث الكوارث؟, كتابة تقرير تحليل بعد حدوث الكوارث, تقمص دور إجراء مقابلة: مسؤول إدارة النظم
مقدمة عن المشروع النهائي, شغف أليكس ونجاحه, تهانينا!