dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: The Korean Alphabet: An Introduction to Hangeul
Modules:
Lecture Introduction, What is HunMinJeongEum?, Characteristics of Hangeul, Relationship between Hangeul and Hanguk-eo(Korean), Korean consonants and vowels, Status of Hangeul, HOW TO WRITE HANGEUL CONSONANTS 1, HOW TO WRITE HANGEUL CONSONANTS 2
King who founded Hangeul, King Sejong, Background of Hangeul creation, Invention and Distribution of Hangeul, Introducing King Sejong Institute, The spread of Hangeul, HOW TO WRITE HANGEUL VOWELS
Principles of Hangeul’s Character Creation 1, Principles of Hangeul’s Character Creation 2, Principles of Hangeul’s Character Creation 3, Writing in Syllabic Blocks, HOW TO WRITE HANGEUL LETTERS IN PHONEMIC UNITS 1, HOW TO WRITE HANGEUL LETTERS IN PHONEMIC UNITS 2
Writing a Greeting in Korean using Hangeul, Writing Your Name in Hangeul, Reading Hangeul, Introducing the National Hangeul Museum, Hangeul Tourist Sites, HOW TO WRITE KOREAN GREETINGS
Course: Cybersecurity Best Practices
Modules:
What is Cybersecurity: A Real World Explanation, Understanding Cybersecurity Threats: Why Are They Important?, Confidentiality: Are You Authorized?, Integrity: Is It Trustworthy?, Availability: Is It Reachable?, How to Implement CIA Triad for Industry Best Practices (Part 1), How to Implement CIA Triad for Industry Best Practices (Part 2), Cybersecurity Best Practice Standardizations, Securing Your Network, Device Security Best Practices, Data Security Best Practices, What is Incident Response?, Cybersecurity Training & Awareness
Course: Proyecto Final de Éxito Profesional
Modules:
Descripción general del proyecto, Instrucciones de tarea de proyecto, Preguntas frecuentes, Selección de una empresa e investigación
Análisis FODA
Documento de análisis
Descripción general de la revisión y la calificación por parte de los compañeros, Matriz de valoración para la autoevaluación y la evaluación entre compañeros
Revisión y calificación definitivas del proyecto final por parte de compañeros
Mensaje de UCI Extension
Course: Approximation Algorithms Part I
Modules:
Lecture: Introduction, Lecture: Definition, Lecture: Integer program, Lecture: A linear programming relaxation, Lecture: Approximation algorithm, Lecture: Analysis, Lecture: General facts, Half integrality (7:35 bug, fixed in pdf slides)
Lecture: Definition, Lecture: Greedy algorithm, Lecture: Special dynamic program, Lecture: General dynamic program, Lecture: algorithm, Lecture: analysis, Lecture: approximation scheme
Lecture: Next Fit, Lecture: a linear program, Lecture: small items, Lecture: large items, few sizes, Large items, many sizes, Lecture: large items analysis, Lecture: general algorithm, Lecture: conclusion
Lecture: definition, Lecture: randomized rounding, Lecture: cost analysis, Lecture: coverage analysis, Lecture: iterated algorithm, Lecture: stopping time algorithm, Lecture: stopping time analysis, Lecture:final remarks
Lecture: definition, Lecture: linear programming relaxation, Lecture: randomized rounding, Lecture: analysis, Lecture: conclusion
Course: Applying Machine Learning to Your Data with GC - Français
Modules:
Présentation du cours
Présentation du machine learning, Démonstration : Google Photos, Qu'est-ce que le deep learning ?, Applications de ML pour les entreprises, Termes relatifs au ML : instances, caractéristiques, étiquettes, Le panel des outils de ML
Modèles de ML pré-entraînés, Démonstration : API Cloud Translation et Vision, Démonstration : API de traitement du langage naturel, Coursera: Empezar a usar Google Cloud y Qwiklabs
Qu'est-ce qu'un ensemble de données adapté pour le ML ?, Choisir les bonnes caractéristiques, Explorer et prétraiter les données, Autres outils pour la création de pipelines de données, Connaître l'inconnu, Créer des divisions reproductibles des ensembles de données
Présentation de BigQuery ML, Phases de création du modèle, Présentation de l'atelier : Prédire les achats des visiteurs revenant sur un site avec BigQuery
Résumé du cours
Course: C++ For C Programmers, Part B
Modules:
Welcome to C++ for C Programmers, Part B, 1.1 Overview, 1.2 New in C++11, 1.3 Standard Template Library, 1.4 Iterator Categories, 1.5 Example Poker Probability, 1.6 Bidirectional Iterator, 1.7 Random Access Iterator, 1.8 STL: Overview of Containers, 1.9 Associative Containers, 1.10 STL: Algorithms Library, 1.11 Non-mutating Algorithm, 1.12 Lambda Expressions: for_each Function, 1.13 Numerical algorithms, 1.14 Functional Objects, 1.15 Defined Function Object Classes: Function Adapters
2.1 Tic-Tac-Toe to Hex, 2.2 Homework Basic Hex Program, 2.3 Basics of Inheritance, 2.4 Traits and Inheritance, 2.5 Virtual Member Functions, 2.6 C++ Feature: 'final', 2.7 Topics on Inheritance, 2.8 Hex Overview, 2.9 One Style for a 11x11 Hex Graph, 2.10	The Inheritance Mechanism, 2.11	A Derived Class: grad_student, 2.12	Students and Graduate Students, 2.13	Virtual Function Selection, 2.14	Confusion with Overloading
3.1 Creating a C++11 Class, 3.2 Some Further Constructors, 3.3 'Move' Constructor, 3.4 Lookahead, 3.5 Plausible Move Generator, 3.6 alpha-beta Algorithm Preview, 3.7 alpha-beta Improvement to Min Max, 3.8 Polish Notation, 3.9 Referential Garbage Collection, 3.10 Abstract Base Class = 0 Notation, 3.11 Tree Constructors
4.1 Assertion & Exception Handling, 4.2 Monte Carlo, 4.3 Basic Monte Carlo Idea, 4.4 Simple Idea for Generating Board, 4.5 MC - Go  (2006), 4.6 Asserts and Exceptions, 4.7 Static Asserts - New C++11 Feature, 4.8 Exceptions, 4.9 C++11 & Design Patterns, 4.10	C++11 Standard, 4.11	Thread, 4.12	<tuple> C++11 New Library, 4.13	The Bigger Picture, 4.14	Factory Method, 4.15	Factory Code; C++ 11 Example, 4.16	Adapter Pattern
Final Exam, Exam Practice 1, Exam Practice 2, Exam Practice 3
Course: Introduction to Machine Learning: Art of the Possible
Modules:
Introduction to Machine Learning: Art of the Possible
Course: Biology Everywhere Foundations
Modules:
Specialization Introduction, The Biology Everywhere Philosophy, Where do you experience biology field trip, Science Literacy and Biology Everywhere recap
What is science?
Is It alive?
Chemistry Introduction, Macromolecules
Course: Microsoft Azure Services and Lifecycles
Modules:
Introduction to Azure Services & Lifecycles, Lesson introduction, Compare authentication and authorization, What is Azure Active Directory?, What are single sign-on, multifactor authentication, and conditional access?, Lesson summary
Lesson introduction, Accelerate your cloud adoption journey by using the Cloud Adoption Framework for Azure, Create a subscription governance strategy, Control access to cloud resources by using Azure role-based access control, Prevent accidental changes by using resource locks, Organize your Azure resources by using tags, Control and audit your resources by using Azure Policy, Govern multiple subscriptions by using Azure Blueprints, Weekly summary
Lesson introduction, Access the Microsoft Privacy Statement, the Online Services Terms, and the Data Protection Addendum, Access Azure compliance documentation, What is Azure Government?, What is Azure China 21Vianet?, Weekly summary
Lesson introduction, Compare costs by using the Total Cost of Ownership Calculator, Purchase Azure services, Factors affecting cost, Manage and minimize total cost on Azure, Lesson summary, Lesson introduction, What are service-level agreements?, Define an application SLA, Design your application to meet your SLA, Access preview services and preview features, Lesson summary, Career support information, Congratulations
Course: Our Earth's Future
Modules:
Welcome to Our Earth's Future, What is science? What is climate?, Communicating Climate Change, Scientists at Work: Greenland Ice Core
Welcome to Week Two, Melting Ice, Rising Seas, Oceanography 101, Arctic Sea Ice: The New Normal
Welcome to Week Three, Climate Change: Understanding the Forecast, What are Feedback and Forcings?
Welcome to Week Four, Patterns, Climate Change: A View from the Pacific, Declining Sea Ice Affects Caribou, Protecting Wildlife in a Changing Climate
Welcome to Week Five, Climate Change Risk in and Unknowable Future, Hurricane Sandy in NYC
Course: Projektplanung: Das Gesamtbild
Modules:
Einführung in Kurs 3, Die Vorteile der Projektplanung, Die Planungsphase starten, Ein Kick-off-Meeting erleichtern, Aufgaben und Meilensteine verstehen, Die Bedeutung von Meilensteinen, So legen Sie Meilensteine fest, Einen Projektstrukturplan erstellen, Zusammenfassung, Clennita: Wie Planung für einen guten Teamgeist sorgt
Einführung: Erstellen eines Projektplans, Bestandteile eines Projektplans, Realistische Zeitschätzungen vornehmen, Kapazitätsplanung und der kritische Pfad, Genaue Schätzungen von Ihrem Team erhalten, Angel: Die Bedeutung der Sozialkompetenz bei der Zeitschätzung, Entwicklung eines Projektzeitplans, Best Practices für Projektpläne, Zusammenfassung
Einführung: Budget verwalten und Beschaffung, Die Bedeutung der Budgetsetzung, Hauptkomponenten eines Projektbudgets, Ein Projektbudget erstellen, Ein Projektbudget pflegen, Beschaffung verstehen, Der Beschaffungsprozess, Gebräuchliche Beschaffungsdokumentation, Erstellen einer Leistungsbeschreibung, Unterstützung bei der Beschaffung erhalten, Ethische Grundsätze im Beschaffungsprozess, Zusammenfassung
Einführung: Effektives Risikomanagement, Testen Sie Ihr Wissen: Risikomanagement, Stanton: Das Management meines ersten Projekts, Tools zur Identifizierung von Risiken, Risikotypen, Strategien zur Risikominderung, Risikomanagementplan erstellen, Risiken an Stakeholder kommunizieren, Aji: Risikomanagement bei Google, Zusammenfassung
Einführung: Kommunikation und Dokumentation organisieren, Warum Kommunikation entscheidend ist, Kommunikationsplan beginnen, Kommunikationsplan entwickeln, Der Stellenwert der Projektdokumentation, Projektdokumentation organisieren, Chris: Artefakte für ein Vorstellungsgespräch verwalten, Erfahrungen im Lebenslauf dokumentieren, Dan: Die Bedeutung der Projektdokumentation, Kurszusammenfassung
Course: Monitoring and Observability for Development and DevOps
Modules:
Course Introduction, Introduction to Monitoring, Types of Monitoring, Golden Signals of Monitoring, Difference between Monitoring and Evaluation, Components of a Monitoring System, Types of Metrics in a Monitoring System, Importance of Monitoring
Introduction to Synthetic Monitoring, Tools of Synthetic Monitoring, Introduction to Application Monitoring, Introduction to Prometheus, Choosing the Right Application Monitoring Tool, Introduction to Grafana, Using Visualization in Monitoring, Alerting in Monitoring
Introduction to Logging, Log Monitoring Tools, Distributed Logging and Tracing, Implementing Logging, Log Storage, Mezmo Overview and Demo Video
What is Observability?, The 3 Pillars of Observability, Cloud Native Observability, Cloud Native Observability Tools, Introduction to Sampling, IBM Instana Overview and Demo Video, Introduction to Telemetry, Telemetry and Tracing Tools, Tracing for Container-Based Applications
Congratulations and Next Steps, Thanks from the Course Team
Course: Responsible AI: Applying AI Principles with GC - 한국어
Modules:
과정 소개, Google과 책임감 있는 AI, Google의 AI 원칙 소개
Economist Intelligence Unit 보고서, 책임감 있는 혁신 비즈니스 사례
AI의 기술적 고려사항과 윤리적 우려, 인공지능 관련 우려사항
Google에서 AI 원칙을 개발한 방식, 윤리적 문제 발견, Google AI 원칙의 윤리적 목표
Google의 AI 거버넌스, Google Cloud의 검토 프로세스, 유명인 인식 우수사례
문제 발견 프로세스, AI 원칙 운영에서 학습한 내용: 도전과제, AI 원칙 운영에서 학습한 내용: 권장사항
책임감 있는 AI를 향한 지속적 여정
Course: Working as a Scrum Master
Modules:
Course Introduction, Scrum Process and Artifacts, The Role of the Scrum Master, The Job Description of a Scrum Master, Expert Viewpoints: What Does a Scrum Master Do?, Comparing Scrum Values to Project Management Methodologies, Keys to Success: Skills, Attributes, and Personality Traits Essential to Scrum Master Success, Scrum Master Defined, Introduction to Personas
Managing Stakeholders, Engaging Stakeholders, Expert Viewpoints: Scrum Master as a Leader, Working Agreement, Managing the Daily Stand-up Meeting, Focusing the Team, Scrum Master as a Coach, Expert Viewpoints: The Scrum Master as a Facilitator, The Sprint Retrospective
Servant Leadership, Define Qualities of a Self-Organized Team and Techniques to Achieve Team Maturity, Expert Viewpoints: Scrum Master as a Coach, Development Models to Improve Team Effectiveness and Continuous Improvement, Scrum Master and the Product Owner Collaboration, Expert Viewpoints: Servant Leadership, Develop a Product Vision and Determine Product Goals, Collaborating with the Product Owner to refine the backlog, Refining the Backlog
Identifying Organizational Impediments, Dealing with Difficult Stakeholders, Expert Viewpoints: Product Owner Collaboration, Using the Force Field Analysis Tool, Conflict and the Team, Expert Viewpoints: Managing Complexity and Change, Recognizing Dependencies, Navigating Change
The Path to Certification PMI-ACP, PMI-DASM, and CSM, Expert Viewpoints: Advice for Aspiring Scrum Masters, Expert Viewpoints: Scrum Master Job Environment
Course: Privacy Law and Data Protection
Modules:
Welcome to the Course, Legal and Issues Landscape and Chronology, Historical & Legal Context, Fair Information Principles, The Statutory Landscape in the U.S.
Scope of Laws as an Important Compliance Concept, It Applies – Now What?, Implementing HIPAA: The Notice Requirement, Implementing HIPAA: Access to Records, Implementing HIPAA: Uses, Disclosures and National Priorities, Implementing HIPAA: Minimum Necessary
Introduction to Security, Establishing Requirements in a Rapidly Changing Environment, Forcing a Process, Rather than an Outcome, Breach Notification, Regulating by Consequence, Compliance Observations in Information Security
Other Privacy Laws Abound: FTC Regulation, The FTC, Privacy and Compliance, International Law - Focus on the GDPR, The GDPR, Privacy Laws - Fleshing Out the Risk Assessment
Course: Design and Make Infographics (Project-Centered Course)
Modules:
Meet The Professor, What You'll Learn, What is an Infographic?, Why are infographics useful?, Types of Infographics, What are some things you can do to visualize data, What Makes an Infographic good?, How to work alone or with a team, Planning STEP 1: What's Your Goal?, Planning STEP 2: Who is your Audience?, Planning STEP 3: What is your Story?, Planning STEP 4: What is your Message?, Planning STEP 5: How to Find Stories in Data?, Planning STEP 6: What is your supporting content/data?, Video: The importance of sketching, Video: START TO FINISH: How I make an infographic
The three amigos: bar, pie and line charts. What they do., A few chart dos and don'ts, Six ways to visualize the same data in a chart, How to make a PIE chart in Adobe Illustrator
Map components: visual variables, Types of maps, Type on maps, Drawing roads and info pointer boxes on maps that aren't awful, How to make a map in Adobe Illustrator (Oregon), How to use and how NOT to use the pen tool
Color in infographics, Don't hurt your image with bad, sloppy work, How to draw a simple illustration in Adobe Illustrator
Course: Analyzing Big Data with SQL
Modules:
Welcome to the Course, Review and Preparation, Using the Hue Query Editors, Running SQL Utility Statements, Running SQL SELECT Statements, Understanding Different SQL Interfaces, Overview of Beeline and Impala Shell, Using Beeline, Using Impala Shell
Introduction, SQL SELECT Building Blocks, Introduction to the SELECT List, Expressions and Operators, Data Types, Column Aliases, Built-In Functions, Data Type Conversion, The DISTINCT Keyword, Introduction to the FROM Clause, Identifiers, Formatting SELECT Statements, Using Beeline in Non-Interactive Mode, Using Impala Shell in Non-Interactive Mode, Formatting the Output of Beeline and Impala Shell, Saving Hive and Impala Query Results to a File
Introduction, About the Datasets, Introduction to the WHERE Clause, Using Expressions in the WHERE Clause, Comparison Operators, Data Types and Precision, Logical Operators, Other Relational Operators, Understanding Missing Values, Handling Missing Values, Conditional Functions, Using Variables with Beeline and Impala Shell, Calling Beeline and Impala Shell from Scripts, Querying Hive and Impala in Scripts and Applications
Introduction, Introduction to Aggregation, Common Aggregate Functions, Using Aggregate Functions in the SELECT Statement, Introduction to the GROUP BY Clause, Choosing an Aggregate Function and Grouping Column, Grouping Expressions, Grouping and Aggregation, Together and Separately, NULL Values in Grouping and Aggregation, The COUNT Function, Tips for Applying Grouping and Aggregation, Filtering on Aggregates, The HAVING Clause, Understanding Hive and Impala Version Differences, Understanding Hue Version Differences
Introduction, Introduction to the ORDER BY Clause, Controlling Sort Order, Ordering Expressions, Missing Values in Ordered Results, Using ORDER BY with Hive and Impala, Introduction to the LIMIT Clause, When to Use the LIMIT Clause, Using LIMIT with ORDER BY, Using LIMIT for Pagination, Review, How to Effectively Use the Hive and Impala Documentation, Tips for Using the Hive Documentation, Tips for Using the Impala Documentation
Introduction, Combining Query Results with the UNION Operator, Using ORDER BY and LIMIT with UNION, Introduction to Joins, Join Syntax, Inner Joins, Outer Joins, Conclusion, Handling NULL Values in Join Key Columns, Non-Equijoins, Cross Joins, Left Semi-Joins
Course: Microsoft Azure Management Tools and Security Solutions
Modules:
Introduction to the program, Course introduction, Weekly introduction, Identify the product options, Analyze the decision criteria, Use Machine Learning for decision support systems, Use Cognitive Services for data analysis, Use Bot Service for Interactive chat experiences, Weekly introduction, Understand your product options, Analyze the decision criteria, Manage the application development lifecycle, Use GitHub to contribute to open-source software, Use Azure DevTest Labs to manage testing environments, Weekly summary
Weekly introduction, Identify Your product options, Analyze the decision criteria, Use Azure Advisor, Use Azure Monitor, Use Azure Service Health, Lesson introduction, Identify the product options, Analyze the decision criteria, Visually understand and manage your cloud environment, Use Azure for one-off administrative tasks, Use the Azure CLI for one-off administrative tasks, Manage Azure on the go, Use ARM Templates to deploy an entire cloud Infrastructure, Weekly summary
Weekly introduction, Identify the product options, Analyze the decision criteria, Use Azure Functions, Use Azure Logic Apps, Lesson introduction, Identify the product options, Analyze the decision criteria, Use the IoT Hub, Use the IoT Central, Use the Azure Sphere, Weekly Summary
Weekly introduction, Protect against security threats by using Azure Security Center, Detect and respond to security threats by using Azure Sentinel, Store and manage secrets by using Azure Key Vault, Host your Azure virtual machines on dedicated physical servers by Using Azure Dedicated Host, Lesson introduction, What is defense in depth?, Protect virtual networks by using Azure Firewall, Protect from DDoS attacks by using Azure DDoS Protection, Filter network traffic by using network security groups, Combine Azure services to create a complete network security solution, Weekly summary, Congratulations and next steps
Course: 3D Reconstruction - Single Viewpoint
Modules:
Course Syllabus, About the Instructor, Course Information and Support, Academic Honesty Policy, Discussion Forum Etiquette, Frequently Asked Questions, Pre-Course Survey
Week 2 Radiometry and Reflectance
Week 3 Photometric Stereo
Week 4 Shape from Shading
Week 5 Depth from Defocus
Post-Course Survey
Course: ART of the MOOC: Arte Público y Pedagogía
Modules:
Introducción al Arte del MOOC
Los monumentos y la escultura, Del 'land art' a la producción del espacio, Homenajes conmemorativos y actos públicos, Resumen con apuntes del proyecto y evaluaciones, Tom Finkelpearl, Claire Doherty, Rick Lowe, Enrique Peñalosa
Desplazamiento, Movimiento en un sitio de tensión
Medios de comunicación como forma social, El estado, la iglesia, y corporación como medios de comunicación, Comunidades intencionadas y la ciencia como musa, Resumen con apuntes del proyecto y evaluaciones, Fran Ilich, Cesare Pietroiusti, Ruangrupa, Greg Sholette, Caroline Woolard
Inventar un país, una iglesia, o corporación, Transformar una institución
La pedagogía experimental, Resumen con apuntes del proyecto y evaluaciones, Tania Bruguera, Sean Dockray, Suzanne Lacy, Cesare Pietroiusti
La anticonferencia, Experimento de dibujo en masa, parte 2, Experimento de dibujo en masa, parte 1
Mujeres Creando, Beka Economopoulos, Future Farmers, Regina José Galindo, Chido Govera, Mariam Ghani, Rebecca Gomperts, Hans Haacke, Sharon Hayes, Shannon Jackson, Gulf Labor, Leonidas Martin, Naeem Mohaiemen, Jolene Rickard, Chemi Rosado-Seijo, Abigail Satinsky, Joshua Wong
Course: Estrategia Empresarial
Modules:
IAE Business School, Introducción al curso: Las Fuerzas de la Rentabilidad, De la Ley de Crecimiento Exponencial a los negocios, Estrategia desde el nacimiento y exploración hasta la aparición del diseño dominante, Competir con y sin espacio
Competir en mercados maduros, Valor creado y capturado, Posicionamientos típicos en industrias maduras, Segmentación vs. Estrategias de nicho
Competir en mercados en desarrollo, La construcción de barreras competitivas, La competencia en industrias de plataforma
Competir con y sin espacio, Los caminos para crear negocios disruptivos, El ERIC como tarea
Course: 悖论：思维的魔方
Modules:
1．同一律, 2．矛盾律、排中律和二值原则, 3．充足理由律, 4．什么是悖论？, 5．悖论的类型, 6．如何解决悖论？, 7．苏格拉底的诘问法, 8．有关结婚的二难推理
9．半费之讼和鳄鱼悖论, 10．有关上帝的悖论（一）, 11．有关上帝的悖论（二）, 12．有关上帝的悖论（三）, 13．模糊性：连锁悖论, 14．忒修斯之船及其他, 15．多值逻辑和真值度理论, 16．超赋值理论, 17．认知主义
18．芝诺悖论, 19．超级任务——芝诺悖论的现代变体, 20．无穷倒退和无穷嵌套, 21.  康德的时空“二律背反”, 22．数学中的“无穷悖论”, 23．关于“无穷”的数学和哲学, 24．集合论初步知识
25．逻辑-集合论悖论举要, 26．罗素的类型论（一）, 27．罗素的类型论（二）, 28．公理集合论, 29．真理论述要（一）, 30．真理论述要（二）, 31．语义悖论举要（一）, 32．语义悖论举要（二）
33．塔斯基的语义学, 34．克里普克的真理论, 35．休谟问题, 36．对休谟问题的回应, 37．渡鸦悖论, 38．绿蓝悖论和彩票悖论, 39．与同一替换有关的认知悖论, 40．认知逻辑和逻辑万能问题
41．意外考试悖论, 42．可知性悖论和自我欺骗悖论, 43．序言悖论与认知逻辑趣题, 44．盖梯尔问题, 45．对盖梯尔问题的回应, 46．人工智能和图灵测试
47．塞尔的中文屋论证, 48．笛卡尔的怀疑论论证, 49. 普特南的缸中之脑论证, 50. 赌徒谬误, 51．囚徒困境, 52．对囚徒困境的分析, 53．纽康姆悖论
54．对纽康姆悖论的分析, 55．其他的博弈、决策和合理行动悖论（一）, 56．其他的博弈、决策和合理行动悖论（二）, 57．决定论和自由意志, 58．休谟问题和康德原则, 59．罗尔斯论正义原则, 60．一些道德悖论, 61．中国古代文化中的悖论
62．中国古代关于类属关系的悖论, 63．中国古代的语义悖论, 64．中国古代的认知悖论（一）, 65. 中国古代的认知悖论（二）, 66．中国古代的相对化悖论, 67．庄子的“吊诡之辞”, 68.  庄子的“吊诡之辞”分析, 69．《墨经》的逻辑学
70．究竟什么是悖论？, 71．严格悖论产生的根源（一）, 72．严格悖论产生的根源（二）, 73．严格悖论是否具有统一结构？, 74．悖论是逻辑矛盾还是辩证矛盾？, 75．自谓指称是否应该尽量避免？, 76．悖论能否一揽子解决和最终解决？, 77．悖论研究的意义
上午, 下午, 时间旅行悖论, 双生子佯谬, 休谟归纳问题和认知困境, 纽康姆悖论
期末考试
Course: Build Automation and Continuous Integration
Modules:
Introduction to Maven, Topics Covered, What Is Maven, How Maven Helps a DevOps Engineer, Resource to Start, About this Section, Java Installation on Windows, Eclipse Installation, Create First Maven Project, Maven Coordinates, Default Directory Structure, Steps Involved in Building a Java Project, Maven Goals, Maven Goals in Action, What Is Pom.xml and How It Works, Transitive Dependency, Maven Repositories, Maven Goals - Deploy Goal for Local Repository, Push Maven Project onto GitHub, Prepare Maven Server, Prerequisites to Set Up Maven, Set Up Maven, Build Maven Project on Linux, Maven - Command Maven Goals, Create a Project with Maven Archetype, Plugins and Dependencies in pom.xml, Settings.xml File, Tomcat Server Configurations, Deploy War on Tomcat Server, Maven in DevOps Workflow, Set Up Jenkins Server, Add Maven Build Server as an Agent to Jenkins, Build a Java Project on Agent Server, Build a War File on Agent Node (Maven Server)
Artifactory Setup and Integration with Jenkins
Introduction to Jenkins, Create the First Jenkins Job, Jenkins Job with Parameters, Run Maven Job, Deploy on Maven, Jenkins – Master and Slave Configuration, GitHub Webhook, DSL Job, Jenkins Pipeline, Integrating Artifactory with Jenkins
Course: Working with Integrated Development Environments
Modules:
Introduction to the course, What is an integrated development environment?, A brief history of IDEs, An introduction to programming languages, Introducing general-purpose IDEs, Introducing language-specific IDEs
Introducing Coursera Labs VSCode and file handling, Tests and debugging in VSCode
Course: Understanding Modern Physics III: Simplicity and Complexity
Modules:
Course Introduction, Weekly Introduction, Fermat's Principle, Functionals, Light Propagation Functional, Calculation of Functional Extremal, Action Principle, The Euler-Lagrange Equation, Definition of a Symmetry, Example: Time Translation Symmetry, Conservation Laws, Conservation from Time Translation, The Hidden Quantum Reality, Summary
Introduction, Elementary Particles, Quest for Unification, Do We Need Quantum Gravity?, The Scale of Quantum Gravity, Why is Quantum Gravity Difficult?, A Planck Scale Collider?, Is the World Made of Strings?, Summary
Introduction, Statistical Entropy, Why is there an Arrow of Time?, Arrow of Time, Other Arrows of Time, Maxwell's Demon and the Landauer's Principle, Information Content, Example and Information Entropy, Summary
Introduction, Population of Rabbits, Logistic Map, From Order to Chaos, More about Chaos, Fractals and Dimensions, Fractals in Nature, Summary
Course: Project Approaches, Lifecycles, and Agile Implementation
Modules:
Introduction to Agile, Definable Work and High-Uncertainty Work, The Agile Manifesto and Its Values, Agile Manifesto – Principles, Lean, Kanban, Agile Frameworks, Uncertainly, Risk, and Lifecycle Selection, Characteristics of Project Lifecycle, Predictive and Iterative - Lifecycles Phases, Agile and Hybrid - Lifecycles Phases, Mixing Agile Approaches
Agile Mindset, Servant Leadership, Responsibilities of Servant Leadership, Team Composition, Team Composition - Roles, Team Composition - Attributes and Goals, Project Charter, Team Charter, Agile Estimation, Agile Common Practices, Daily Standup Meeting, Demonstration and Reviews, Challenges and Troubleshooting, Agile Measurements, Reasons for Change, Required Changes from Agile, Organizational Change Management, Factor Driving Change Management, Readiness for Change in the Organization, Roadblocks and Solutions for Achieving Change, Organizational Culture for Achieving Change, Procurement and Contracts, Business Practices, Multi-Team Coordination and Dependencies (Scaling), Agile and the Project Management Office (PMO), Organizational Structure, Evolving the Organization, Creating Value, Value Delivery Components, Creating Value: Information Flow, Organizational Governance System, Functions Associated with the Project, Project Environment, Project Management Consideration
Course: Data Analytics Methods for Marketing
Modules:
Introduction to the Program, Introduction to Data Analytics Methods for Marketing, Introduction to Anke Audenaert, Careers in Marketing and Marketing Analytics, Introduction: Find Your Audience with Segmentation, The Importance of Segmentation in Marketing, Examples of Segmenting Audiences, Programmatic Creative From Audience Segments, Customer Data Platforms (CDP), Segmentation Using Clustering, K-Means Clustering, Determining the Number of Clusters, Describing Segments, Example:  Finding the Target Audience for Snackwall, K-Means Clustering Approach, Describing Segments (Application), Weekly Summary: Find Your Audience with Segmentation
Introduction: Analytics for Planning & Forecasting, The Sales Funnel & Descriptive Marketing Metrics, Descriptive vs. Predictive Metrics, Return on Ad Spend (ROAS) And Return on Investment (ROI), Customer Profit, KPIs, Reports and Dashboards, Customer Lifetime Value and Why it Matters, Calculating Customer Lifetime Value, Customer Lifetime Value: Example, Introduction: Linear Regression, Linear Regression, Linear Regression Continued, Using Linear Regression to Forecast Marketing Outcomes, Different Forms of Regression Analysis, Weekly Summary: Analytics for Planning & Forecasting
Introduction: Evaluating Advertising Effectiveness, Understanding Advertising Effectiveness, Observational and Experimental Methods for Ad Effectiveness Evaluation, Formulating a Hypothesis, What is an Experiment?, Random Controlled Trials, Intention to Treat, Interpreting Results of an Experiment, A/B Testing, Single Cell, Multi-Cell and Nested Tests, Weekly Summary: Evaluating Advertising Effectiveness
Introduction: Optimizing your Marketing Mix, What are Marketing Mix Models?, How does Marketing Mix Modeling Work?, Making Recommendations Based on Marketing Mix Modeling, What is Attribution?, Single Touch Attribution, Multi-Touch Attribution, Challenges When Measuring Across Channels, Introduction to Sales Funnel Analysis, Dropoff in Sales Funnels, Sales Funnel Shapes, Visualizing a Sales Funnel in Tableau, Weekly Summary: Optimizing Your Marketing Mix & Sales Funnel, Course Summary & Congratulations!
Course: Legal Contracts and Agreements for Entrepreneurs
Modules:
Welcome, Meet the Faculty, Connect with Your Classmates, Explore the Specialization in the Legal Aspects of Entrepreneurship, Accelerate Your Career with the #1 Online Master’s Degree for Startup Entrepreneurs and Corporate Innovators
Negligence, Intentional Torts, Liability, Remedies, Defective Products
Preparing Contracts, Electronic Contracts, Common Contracts
Sales Agreements, Warranties, Remedies
Friends and Family, Angel Investors, Joint Ventures, Venture Capitalists, Investment Securities, Stock-Related Agreements
Risk Management, Compliance Management, Insurance
Congratulations!, Explore the Specialization in the Legal Aspects of Entrepreneurship, Accelerate Your Career with the #1 Online Master’s Degree for Startup Entrepreneurs and Corporate Innovators, Acknowledgements
Course: Human-Centered Design for Inclusive Innovation
Modules:
Welcome to Human-Centered Design for Inclusive Innovation, What to expect in the course, Introduction to human-centered design, Case example: Redesigning the patient experience, 60 minutes mini bootcamp, Fit between Gender Analytics and human-centered design, Case examples: Attracting, developing and retaining women, Weekly recap
Introduction to empathy-based research, The importance of understanding your users and stakeholders, Empathy-based research methods, Considerations when conducting empathy-based research, Week 2 assignment, Weekly recap
Introduction to reframing, Case example: Reframing the MRI challenge, Case Example: Reframing the wait for elevators, How to reframe problems, Open sorting: finding new patterns, Closed sorting: need finding, Closed sorting: using a journey map, Generating fresh insights, Weekly recap
Introduction to ideation, prototyping and testing, Ideation, Prototyping, Testing, What comes after testing? Implementation, Weekly recap, Application Spotlight: Application to your project workplan, End of course recap
Course: Les bases de la négociation avec Goldman Sachs 10,000 Women
Modules:
Bienvenue, Définir les intérêts et les positions, Utiliser les données pour soutenir vos objectifs, Éliminer les distractions, Écoute efficace, Changer la position d’avantage
Course: Fundamentos de la escritura
Modules:
Bienvenida al curso / Escribir bien…¿para qué?, 3 pasos para el aprendizaje del Siglo XXI, Etapas de un alumno en la modalidad virtual, De tildes y acentos, Más allá de la Regla general
Puntuar para entender mejor
Escritura y proceso de escritura, Escribo para comunicar algo
Los grupos sintácticos y la coherencia textual, Adecuación
Marcadores textuales
Course: الإدارة الفعالة للوقت | Effective Time Management
Modules:
مفهوم الوقت, مفهوم إدارة الوقت وفوائده, تمرين الأدوار التي يقوم بها الفرد, أنواع الشخصيات, قانون العشرون ثمانون (80/20), التسويف, تمرين الأعمال التي يتملص منها الفرد, إدمان العمل والمثالية, تقسيم الوقت, أسس تخطيط الوقت, أدوات التخطيط وأنواعه, إدارة الوقت في العمل, الخلاصة
Course: Nanotechnology and Nanosensors, Part1
Modules:
Definitions and Nanomaterials, Nanostructures: 0-D and 1-D, Nanostructures: 2-D and 3-D
Characterization Tools for Nanotechnology, Fabrication in the Nano-scale–Top Down Fabrication, Fabrication of Nano-scale Structures and Devices – Bottom Up Fabrication
Human Senses, Components and Classification of Sensors, Parameters for Sensors Characterization, Introduction to Sensors Array (or Electronic Noise)
Introduction to Basic properties of Nanoparticles, Synthesis of Nanoparticles, Sensors based on Nanoparticles for Detection of DNA and Biomolecules, Chemi-Resistors based on Nanoparticles, Medical and Biological Applications of Gold Nanoparticles
Definition and Properties of Quantum Dots, Synthesis of Quantum Dots, Sensing and Imaging Application with Quantum Dots, Summary of Part 1
Course: Envejecimiento y Derechos Humanos
Modules:
Bienvenida al curso, El proceso de envejecimiento y sus desafíos, El proceso de envejecimiento y sus desafíos. Parte 2, Introducción., Edadismo, viejismo y otras formas de discriminación (múltiple e interseccional), Edadismo, viejismo y otras formas de discriminación (múltiple e interseccional). Parte 2, Género y envejecimiento, Género y envejecimiento. Parte 2, Vejeces diversas
Introducción, Políticas públicas para personas mayores, Lucio Díaz, Ángeles Fuentes, Edilia Camargo, Mónica Roque, Teresa Maldonado
Introducción, Soledad Carvacho, Agueda Restaino, Isabel Lovrincevich, Jorge del Campo, Ruth Rivera, Marcela Bustamante, Participación comunitaria, Generatividad, Cierre
Course: Maneja objeciones y clientes difíciles en retail
Modules:
Bienvenida, La importancia de saber escuchar, Conocer la molestia del cliente, Soluciones y tiempos de respuesta
Course: Postman Tutorial: Getting Started with API Testing
Modules:
Introduction, Welcome and About This Course
Introduction, What Is Postman?, Postman Desktop App, Postman Web App, Desktop Versus Web App: Which One to Use?, Navigating Postman, Sending Your First Request, Managing Postman Account, Summary
Introduction, Overview of Requests, Sending a GET Request, Responses for API Requests, Sending a POST Request, Sending a DELETE Request, Sending Data Through Headers, Exploring History Tab, Summary
Introduction, Request Authentication, Request Parameters, Request Body Options, Request Header Presets, Request Code Snippets, Postman Console, Summary
Introduction, Overview of Collections, Creating a Collection, Adding Request to a Collection, Managing a Collection, Summary
Introduction, Overview of Variables, Overview of Environments, Creating an Environment, Environment Variables, Global Variables, Managing Environments, Summary
Introduction, Overview of Workspaces, Visibility of Workspace, Creating a Workspace, Workspace Overview Window, Managing a Workspace, Tips: Postman Workspaces, Summary
Introduction, Scratch Pad, Importing Requests, Exporting API Elements, Importing API Elements, Summary
Congratulations
Course: Dinosaurs: Evolution, Extinction, and Paleobiology
Modules:
Introduction to the Course, Introduction to Week 1, How Do You Find Dinosaur Fossils?, Back to the Jurassic--Part 1: The Field, Preparing Dinosaur Fossils, T.rex: The King of Time (and Pop Culture)
Introduction to Week Two, The Titanosaur, How to Mount a Titanosaur in 10 Steps
Introduction to Week Three, Inside the Collections: Paleontology and Big Bone Room, Are Dinosaurs Still Alive Today?, Which Came First–the Bird or the Bird Brain?
Introduction to Week Four, How Tiny Dinosaurs Grow Into Giants, What Did a Baby T.rex Look Like?
Introduction to Week Five, How Long Did a T.rex Live?, Back to the Jurassic--Part 2: The Lab
Introduction to Week Six, Did an Asteroid Kill the Dinosaurs?
Course: Incrementar - Parte 2 y Controlar
Modules:
Modelación matemática de una variable mediante regresión múltiple – Autoevaluación, Ejemplo de aplicación de regresión múltiple lineal y polinomial
Introducción a los gráficos del control estadístico de proceso, Tipos de gráficos de control estadístico de proceso
Sistema de flujo pull, Herramienta Heijunka
Herramienta Jidoka, Herramienta TPM, Entrevista con el experto
Course: Introducción al procesamiento de lenguaje natural
Modules:
Universidad Austral, Introducción al curso, Etapas de NLP - Parte 1, Etapas de NLP - Parte 2, ¿Cuáles son los problemas abordados por NLP?, Conclusiones del módulo
Detalles de las etapas de NLP, Características del clasificador de textos, Tipos de clasificación de textos, Conclusiones del módulo
Presentación sobre el análisis de sentimiento., La profundidad del análisis, Evolución del sentimiento en el tiempo, Conclusión del módulo
Encadenar tareas - Parte 1, Encadenar tareas - Parte 2, Administración de grandes volúmenes de datos, Conclusiones del módulo
Entorno de pre procesamiento, Presentación de la granularidad de tareas en NLP, ¿Cómo abordar la extracción de información de manera iterativa?, Conclusión del módulo
Course: What is Technology Entrepreneurship and Innovation?
Modules:
Specialization Welcome, Specialization Introduction, Course Introduction
Introduction, Disciplined Entrepreneurship, The Lean Startup (YT Video), Reflection 1: Getting Started, How to Design Breakthrough Inventions (YT Video), Reflection 2: Getting Started with Design Thinking, Startup Playbook, Future of design inspired by Jobs
Entrepreneurial vs. Traditional Engineering (YT Video), Reflection 3: Why?, Your Accomplishments Don’t Matter, Reflection 4: Empathy, The Lean Startup Conference (YT Video), Reflection 5: Identifying Your Steps to Prioritize Customer Development, Simon Sinek Start with Why (YT Video), Reflection 6: What is Your WHY?
Entrepreneurial Mindset @ ASU (YT Video), Reflection 7: Your Entrepreneurial Mindset, Tech Entrepreneurship, Reflection 8: Your Mindset, Methods, and Metrics, Why Entrepreneurial Mindset Matters (YT Video), Reflection 9: Opportunities for Innovation and Entrepreneurship, TechGuru V3 (Vimeo Video)
Make It Happen: When to Trust Your Gut (YT Video), How We Innovate with Christie Kerner, Lyft: John Zimmer, Course 1 Wrap-up (Video), Video Citations
Course: Designing the Organization
Modules:
Welcome to the Course, About Professor Michael Bednar, About Professor Geoffrey Love, Learn on Your Terms
1.1 Introduction to Purpose and Governance, 1.2 Purpose of a Business, 1.3 Building Purpose Into Your Organization, 1.4 Mission Statements, 1.5 Rational System View of Governance, 1.6 Natural System View of Governance, 1.7 Gauging Organizational Effectiveness
2.1 Introduction to Organizational Structure, 2.2 Contingency Theory, 2.3 Functional Structure, 2.4 Divisional Structure, 2.5 Matrix Structure, 2.6 Other Structures
3.1 Growth, 3.2 Growth and the Challenge of Control, 3.3 Mechanistic and Organic Designs, 3.4 Organizational Life Cycle, 3.5 Integrating Mechanisms, 3.6 Recap
4.1 Elements of the External Environment, 4.2 Designing for Uncertainty, 4.3 Resource Dependence Theory, 4.4 Exploitation vs Exploration, 4.5 Disruptive Innovation, 4.6 Designing to Overcome Disruption
Course: C++ Basic Structures: Vectors, Pointers, Strings, and Files
Modules:
Navigating Codio Assignments, Array Basics Lesson Notes (Optional Download), Vector Basics Lesson Notes (Optional Download), 2D Arrays Lesson Notes (Optional Download), Vectors Lab (Review and Practice) Lesson Notes (Optional Download), How to Reset an Assignment in Codio
Pointer Basics Lesson Notes (Optional Download), Pointers Lab (Review and Practice) Lesson Notes (Optional Download)
String Basics Lesson Notes (Optional Download), String Functions Lesson Notes (Optional Download), String Iteration Lesson Notes (Optional Download), String Comparison Lesson Notes (Optional Download), Strings Lab (Review and Practice) Lesson Notes (Optional Download)
Reading a File Lesson Notes (Optional Download), Writing to a File Lesson Notes (Optional Download), CSV Files Lesson Notes (Optional Download), Files Lab (Review and Practice) Lesson Notes (Optional Download)
Course: Theory of Angular Momentum
Modules:
Course Introduction, Orbital Angular Momentum 1, Orbital Angular Momentum 2, Hydrogen Atom 1, Hydrogen Atom 2
Rotation Operator, Properties of Rotation Operator, Rotation of Spin 1/2 System, Spinor
General Definition of Angular Momentum, Rotation Matrices, Matrix Representation of Angular Momentum Operators, Orbital Angular Momentum Revisited, Addition of Angular Momentum, General Theory of Angular Momentum Addition
Course: GenAI for Sales Operations Specialists
Modules:
Introduction to GenAI for Sales Operations Specialists, History & Background for GenAI and Sales Operations Specialists, Demo for Cleaning Sales Data with ChatGPT, Remediating Risks and Ethical Concerns, Demo for Optimizing Sales Operations with ChatGPT, Closing Thoughts: What’s Next
Course: Developing Applications with Cloud Run on Google Cloud: Fundamentals
Modules:
Introduction to course structure and contents
Overview, Resource model, Container lifecycle, Autoscaling, Access control with IAM, Module review
Coursera: Getting Started with Google Cloud Platform and Qwiklabs
Development and testing, Managing service deployments and revisions, Integrating with Google Cloud services, Module review
Review course topics
Course: Introduction to Enterprise Resiliency
Modules:
Introduction, What is IBM Resiliency, Business Resiliency Concepts, IBM Reliability, Availability, and Serviceability Overview, RAS Features of zOS, Middleware and Application Availability
Resiliency Models - Model 1, Resiliency Models - Model 2, Resiliency Models - Model 3, Resiliency Models - Model 4, Planning for Resiliency, Further Planning for Resiliency, Middleware Application and Management Considerations
Course review
Course: Scalable Machine Learning on Big Data using Apache Spark
Modules:
Introduction to Apache Spark for Machine Learning on BigData, What is Big Data?, Data storage solutions, Parallel data processing strategies of Apache Spark, Functional programming basics, Resilient Distributed Dataset and DataFrames - ApacheSparkSQL
Averages, Standard deviation, Skewness, Kurtosis, Covariance, Covariance matrices, correlation, Plotting with ApacheSpark and python's matplotlib, Dimensionality reduction, PCA
How ML Pipelines work, Introduction to SparkML, Extract - Transform - Load, Introduction to Clustering: k-Means, Using K-Means in Apache SparkML
Linear Regression, LinearRegression with Apache SparkML, Logistic Regression, LogisticRegression with Apache SparkML
Course: Working for a sustainable future: concepts and approaches
Modules:
Welcome, objectives and structure of the course, General reflections on advancements in sustainability science and development, Sustainability and Sustainable Development Part 1, Sustainability and Sustainable Development Part 2, Agenda 2030 and the Sustainable Development Goals, Important concepts in sustainability, The Anthropocene and the Planetary boundaries, Narrating climate futures - creative and co-productive approaches to climate imaginaries, Interview - Environmental Policy at Lund Municipality, Sweden
Why systems thinking in sustainability?, What is system thinking?, Approaches to designing for modelling, Challenges in systemic design, Examples of systems, Systems summary
Transformative governance and policy frames, The role of business in the circular economy - Part 1, The role of business in the circular economy - Part 2, The local view - Part 1, The local view - Part 2, The local view - Part 3, The global view - Part 1, The global view - Part 2, Circularity's value to society - Part 1, Circularity's value to society - Part 2, Circularity's value to society - Part 3
Introduction to the module, What do we mean by innovation?, From innovation to system change, Innovation for weak and strong sustainability, Innovation in time and space, Case - Community currencies, Interview - Forum for Social Innovation Sweden, Interview - DigIT Hub, cluster for digitalisation, Interview - Sustainable Business Hub, cluster for smart sustainable cities
Working with climate scenarios, Biodiversity conservation is key to achieving the SDGs, Turning conflicts between biodiversity conservation and climate action into synergies, AI and data science for sustainability, AI and geodata science for sustsinability
Course: Continuous Integration and Continuous Delivery (CI/CD)
Modules:
Course Introduction, Module 1 - Introduction to CI/CD, What Is CI/CD?, Platform and Tools, Infrastructure as Code (IaC)
Module 2 - Continuous Integration, What Is Continuous Integration (CI)?, Benefits of Continuous Integration (CI), Social Coding, Git Feature Branch Workflow: Working in Branches, Git Feature Branch Workflow: Making a Pull Request, Tools of Continuous Integration (CI), GitHub - Getting Started, Introduction to GitHub Actions, Deeper Dive into GitHub Actions: Part 1, Deeper Dive into GitHub Actions: Part 2
Module 3 - Continuous Delivery, What Is Continuous Delivery (CD)?, Continuous Delivery Key Principles, Continuous Delivery Practices, Tools of Continuous Delivery (CD), Introduction to Tekton and Pipelines, Building a Tekton Pipeline, Creating Tekton Triggers, Leveraging the Tekton Catalog, Creating Tasks for Quality Checks and Testing, Building an Image, Deploying to Kubernetes
Introduction to DevOps and GitOps with OpenShift, Components of DevOps Pipeline, CI/CD with OpenShift Pipelines, Introduction to GitOps, GitOps with ArgoCD
Final Project
Course: Principles of Sustainable Finance
Modules:
Trailer: welcome to the sustainability journey, The Sustainability Journey in Finance, Rockstrom's planetary boundaries and social foundations, The UN Sustainable Development Goals, Living wage: an example of sustainable finance, The role of finance, The three stages of sustainable finance
Social and environmental factors are treated as externalities, Perspectives of a skeptical manager, Government regulation and taxation, Business true pricing, Integrated value thinking, Sustainable scenario analysis
The ethical responsibility of companies, Shareholders versus stakeholders..., Corporate governance, Partnerships, The sustainability quotient
The link between sustainability and strategy, Materiality: which issues matter most?, Integrated reporting and thinking, Long-term value creation by companies
Efficient market hypothesis versus adaptive market hypothesis, Academic evidence on sustainable investing, Complicated investment chains, Conditions for long-term investing, Value driver adjustment example, The case of Kraft Heinz and Unilever
Obstacles of sustainable banking, Opportunities in sustainable banking, Corporate bonds, Sustainable lending, Circular business lending, Examples of sustainable banking
Trends in weather related catastrophes, Catastrophe models, Climate stress testing, Coping with climate change: mitigation and adaptation, Risks in countries around the equator
Steering the transition, Old and new visions for financial systems, Finance can help. What are you going to do?
The power of one: a hopeful story
Course: Cloud Networking
Modules:
Welcome to Cloud Networking!
1.1.1 Application and Traffic Patterns, 1.1.2 Application and Traffic Patterns Discussion, 1.2.1 Physical Structure, 1.2.2 Physical Structure Discussion, Programming Assignment 1 Explanation
2.1.1. Host Virtualization, 2.1.2 Host Virtualization Discussion, 2.2.1 Routing and Traffic Engineering, 2.2.2 Routing and Traffic Engineering: Packet Forwarding on Multiple Paths, 2.3.1 Congestion Control - Part 1, 2.3.2 Congestion Control - Part 2, 2.3.3 Congestion Control - Part 3, 2.3.4 Congestion Control Discussion
3.1.1 Software-Defined Networking Architecture - Part 1, 3.1.2 Software-Defined Networking Architecture - Part 2, 3.2.1 Multi-Tenant Data Centers: The Challenges, 3.2.2 Multi-Tenant Data Centers Discussion, 3.3.1 Network Virtualization Case Study: VL2 - Part 1, 3.3.2 Network Virtualization Case Study: VL2 - Part 2, 3.3.3 Network Virtualization Case Study Discussion, 3.4.1 Network Virtualization Case Study: NVP, Interview - Rob Sherwood (2015), Interview - Martin Casado (2015)
4.1.1 Inter-Data Center Networking: The Problem, 4.1.2 Inter-Data Center Networking: Cutting-edge Solutions, 4.2.1 CDNs - Part 1, 4.2.2 CDNs - Part 2, 4.2.3 CDNs Discussion, 4.3.1 Client Connectivity, 4.3.2 Client Connectivity Discussion, 4.4.1 Coping With Network Performance: Application-layer Tweaks for Lower Latency, 4.4.2 Coping With Network Performance: Video Streaming Adaptation in the Face of Variable Bandwidth, Interview - Bruce Maggs (2015), Interview - Roy Rapoport (2015)
Programming Assignment 2 Explanation, Programming Assignment 3 Explanation, Programming Assignment 4 Explanation