dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Statistics for Data Science Essentials
Modules:
Introduction to Statistics for Data Science Essentials, Week 1 Introduction: Getting Started with Data Science, Discrete Math Review I: Variables, Polynomials, Sets, Discrete Math Review II: Functions, Data Science in Simple Terms, Defining Data Science, Random Sampling I, Random Sampling II
Week 2 Introduction: Probability, Basic Probability I, Basic Probability II, Basic Probability III, Additional Probability I, Additional Probability II
Week 3 Introduction: Statistical Estimation, Analysis of the Sample Mean: The Expectation, Analysis of the Sample Mean: The Variance, Another Example: Which Candidate Will Win?, General Framework, Additional Probability III, The Central Limit Theorem I, The Central Limit Theorem II
Week 4 Introduction: Confidence Intervals & Point Estimation, Confidence Intervals I, Confidence Intervals II, Point Estimation, Variance Estimation: Biased vs Unbiased, Part 1, Variance Estimation: Biased v. Unbiased, Part 2, Two Principles for Point Estimation
Course: Frontiers in Dentistry
Modules:
Course Welcome with Dean Mark Wolff
Dr. Koo - The Center for Innovation & Precision Dentistry
Dr. Miriam Robbins - Minimally Invasive Care, Student Perspective with Emma Shafer (D'22), Student Perspective with Andrew Hollomon (D'22)
Dr. Blatz - Digital Techniques and Artificial Intelligence
Dr. Conejo - CAD/CAM Technology
Dr. Kadan - Clear Aligner Therapy
Course: Ethical and Regulatory Implications of Generative AI
Modules:
Welcome to the Course
AI Unmasked: Your Role in Navigating the Risks
The Evolving Landscape of AI Regulation, The Evolving Landscape of AI Corporate Policy and Governance
Key Questions to Assess Your AI Adoption, Hands-On Activity Part 1: Step 5
Course: Healthy Aging and the Future of Cannabis Research
Modules:
Introduction to Module, Lecture - Overview of Inflammation and the Microbiota Gut Brain Axis, Lecture - Chronic Inflammation and Disease States, Lecture - Cannabinoids and Inflammation, Lecture - Cannabis and Inflammatory Disease States
Introduction to Module, Lecture - Endocannabinoids and Exercise, Lecture - Effects of Cannabis on Performance, Lecture - Effect of Cannabinoids on Recovery, Lecture - Cannabis and Professional Sports
Introduction to Module, Lecture - Healthy Aging, Interview with Peter, Lecture - Older Adults and Cannabis, Lecture - The Bigger Picture
Introduction to Module, Lecture - What have we learned?, Lecture - Should cannabis be viewed as "medicine"?, Lecture - Where do we go from here?
Course: Creating an Engaging Candidate Experience
Modules:
Welcome to Creating an Engaging Candidate Experience, Recruiting and the Candidate Journey, The Candidate Journey, Why It Matters!
Candidates as Customers, Consider this..., Creating a WOW Experience
About The WOW Checklist, Summary - "From Hello to Goodbye"
Course: Introduction to Java
Modules:
Overview of the Core Java Specialization, Course Overview, Module Introduction and Benefits of Java, Key Benefits: Write Once Run Anywhere (WORA), Key Benefits: Packages, Syntax and Libraries, Key Benefits: Connectivity and Performance, Java Product Suite, Java Standard Edition (SE), Java Enterprise Edition (EE), Java Micro Edition (ME), JDK Installation and Demo
Java Types - Syntax, A Simple Java Program, Java Naming Conventions, Experience the Lab Environment, Primitive Data Types, Creating Primitives, Lab Solution Summary, Optional: Full Lab Walkthrough, Wrapper Classes, Arrays, Wrappers and Arrays Demo
Java Operators, Mathematical - Relational Operators, Boolean Operators, IF Statements, ELSE Statements, Ternary and Switch Statements, While Loop, For Loop, Break and Continue Statements, Lab Solution Summary, Optional: Full Lab Walkthrough
Course: Space Medicine
Modules:
Welcome to Space Medicine, Meet your Instructors, Case Study: Icarus, History: Origins of Medicine and Aerospace, Job of a Flight Doctor, The Harshest Space, Astrobiology: Life Finds a Way
Case Study: What Goes Up, Physiology: The Fire of Life, Pathophysiology: Hypoxia, Physics: Solubility, Altitude and Pressure, Engineering: Countermeasures
Case Study: Caisson Worker's Disease, Physics: Partial Pressure and Orthostatic Pressure, Pathophysiology: Barotrauma and Decompression Sickness, Pathophysiology: Hyperoxia, Space Medicine: Hyperbaric Chambers and The Space Walk, Guest: Hyperbaric Medicine at Duke with Dr. Richard Moon, Guest: Uncovering Medical Mysteries with Dr. Rachel Lance
Case Study: Major Stephen Del Bagno, Physiology: Blood Pressure, Physics: Forces, Acceleration and G-Forces, Pathophysiology: Shock, Orthostatic Intolerance, A-LOC and g-LOC, Pathophysiology: Crashes, Trauma and Safety, Guest: Extremes of Aerospace Medicine with Lt Col Patrick Falvey
Case Study: NASA Twin Study, Physics: Microgravity and Pathophysiology: Eyesight, Pathophysiology: Bone and Muscle Atrophy in Microgravity, Pathophysiology: Radiation, Pathophysiology: Psychology of Isolation and Confinement
Case Study: Far from Home on Mars, Engineering: Designing for a Resource-Constrained Environment, Engineering and Botany: Closed Systems and Agriculture on Mars, Astrobiology and Ethics: Martian Diseases, Do you have what it takes to be an Astronaut?
Course: Attention Mechanism - 日本語版
Modules:
アテンション機構: 概要
Course: The Technology of Music Production
Modules:
Welcome
Lesson Overview, Propagation, Amplitude, Frequency, Visualizing Sound, Connections Overview, Microphone as a Transducer, Microphone Types, Microphone Frequency Response, Microphone Polar Patterns, Microphone Placement, Line Level and Gain Staging, Cables, Interface, Microphone Connection and Gain, Analog to Digital Converter, Pickup Connections, The Digital Audio Workstation (DAW)
Lesson Overview, Analog to Digital Conversion, Buffer Size, File Types, Project Folder, Project Checklist, Multitrack, Recording Audio, Zooming, Trimming, Separating and Cutting, Nudging, The Grid, Fades, Cycling, Merging, Naming and Coloring, Markers, Comping, Destructive Editing, MIDI, MIDI Controllers, Software Instruments, MIDI Editing: Velocity, MIDI Editing: Quantization, Common MIDI Recording and Editing Functions, Wrap-up, Creating Your Assignments, Reviewing Your Peers' Assignments
Lesson Overview, The Channel Strip, The Bus Concept, Effects Categories, Inserts, The Submix, Sends, Automation, Wrap-up
Lesson Overview, Noise, Distortion, Dynamic Range Manipulation, Dynamic Processors Overview, Dynamic Processor Parameters, Gate, Downward Compressor, Limiter, Wrap-up
Lesson Overview, The Delay Concept, The Delay Spectrum, Modulated Short Delays, Filters Overview, Mixing EQ, Medium Delay: Slap Back, Long Delay, Reverb, Width in Mixing, Space in Mixing
Lesson Overview, Oscillators, Filters, Amplifiers, LFO (Low Frequency Oscillator), A Language of Timbre, Wrap-up
Course: Data & Cybersecurity
Modules:
¿Qué vas a ver este curso?, ¿Sabías que...?, El negocio ilícito más lucrativo, Modelo de ciberataque APT, ¡Vais a ser atacados!
Conoce a Alberto, Intento de ataque 1, ¿Cómo lo ha evitado?, Intento de ataque 2, ¿Cómo lo ha evitado?, Intento de ataque 3, ¿Cómo lo ha evitado?, ¿Qué puedes hacer tú?, Conoce a Cristina, Intento de ataque 4, ¿Cómo lo ha evitado?, Intento de ataque 5, ¿Cómo lo ha evitado?, Intento de ataque 6, ¿Cómo te protege un servidor proxy?, Intento de ataque 7, Tipos de antivirus, ¿Cómo lo ha evitado?, Conoce a Fernando, Intento de ataque 8, ¿Cómo lo ha evitado?, ¿Qué es una VPN?, Intento de ataque 9, Teletrabajar es seguro, si sabes cómo
Aplicaciones, Buenas prácticas en la descarga de apps, Zoombombing, Buenas prácticas en las videollamadas, Verificación en dos pasos, La autenticación más humana, ¿De qué nos protege la biometría?, Conoce a Silvia, Gestión de usuarios, Herramientas de control parental, Gestión de incidentes, Cifrado de archivos, Borrado seguro de archivos, Copias de seguridad, ¿Qué hubiera pasado si...?
¿Qué es un incidente de ciberseguridad?, Medidas de seguridad, ¿Cuáles son sus fases?, Fase 1: Preparación, Fase 2: Identificación, Fase 3: Contención, Fase 4: Erradicación, Fase 5: Recuperación, Fase 6: Lecciones aprendidas, ¿Cuáles son sus fases?, Fase 1: Algunas recomendaciones, Fase 2: Algunas recomendaciones, ¿Cómo es la gestión de incidentes?, Gestión de incidentes de proveedores externos, ¿Qué hacer ante un incidente?, ¿Cómo organizar la respuesta como Incident Handler?, ¿Qué evitar en un incidente de seguridad?
¿Qué es un incidente?, ¿Cómo elegir SIEM?, ¿Qué es un log?, Tipos de logs, Directrices para la implementación de un SIEM, Almacenamiento de datos, Explotación de datos, Gestión de casos, ¿Qué hemos aprendido?
Elementos principales del cibercrimen, Riesgo de ciberataque, ¿Cómo proteger la información?, ¿Cómo se procesa la información?, ¿Qué es un log?, ¿Qué información contiene un log?, ¿Cómo crear un dataset analítico a partir de logs?, ¿Qué es la detección de anomalías?, ¿Cuáles son las técnicas de detección?, ¿En qué consisten las redes neuronales?, ¿En qué consiste el estudio de una serie temporal?, Librerías de predicción de series temporales, ¿Qué has aprendido?
Course: PM4R Agile: Agile Mindset in Development Projects
Modules:
0.1.1 Welcome to the Course, 0.1.2 Important course information, 0.1.3 Meet Your Instructor
1.1.1 The Origin of Agility. Meaning and Characteristics of Agility in the PM4R Agile Methodology., 1.2.1 Differences Between Traditional, Hybrid and Agile Approaches, 1.2.3 The PM4R Agile Methodology, 1.4.1 Conclusions of Module 1
2.1.2 The Reflections of Alistair Cockburn, Co-Founder of Agile
3.1.4 The Role of the Agile Mindset in the Case of El Salvador
4.1.1 Roles in PM4R Agile, 4.1.2 Interactive Activity: Who's Who Game, 4.2.1 Infographic: The 5 Steps of the PM4R Agile Methodology, 4.3.2 Request Your Digital Badge!, 4.4.1 Module 4 Conclusions
5.1.1 Course Conclusions, 5.1.2 Deepen Your Knowledge
Course: The North Awakens
Modules:
Arctic Governance, Economics, and Culture: Course Overview, The Arctic as a Homeland, The Arctic Council, Arctic Demographics, Economics - An Overview, The Arctic and National Defense
The United Nations Convention Law of the Sea (UNCLOS), The Northern Sea Route, The Northwest Passage, Icebreakers - Nation by Nation, The International Polar Code
Oil and Gas: Russia, Oil and Gas: Alaska, Beaufort and Chukchi Seas, Oil and Gas: Canada and Greenland, Oil and Gas: Norway
Mining, Fisheries, Tourism, Recent Events and Flash Points
Course: Documentation and Usability for Cancer Informatics
Modules:
Why bother with documentation
User design concepts
Components of good documentation
Getting Started Sections
How-to Examples
Reference guides
Code comments
User feedback
New Plugin Item
Keeping your docs up to date!
Course: Spacecraft Dynamics Capstone: Mars Mission
Modules:
Capstone Project Introduction, Mission Illustration
Honor Code Agreement, Honor Code Agreement
Honor Code Agreement, Honor Code Agreement, Honor Code Agreement
Honor Code Agreement, Honor Code Agreement
Task 8 Illustration, Task 9 Illustration, Task 10 Illustration, Task 11 Illustration
Course: Fundamentals of Blockchain Architecture
Modules:
Course Introduction
Introduction to Blockchain, Blockchain and Protocols, Understanding a Ledger, Smart Contracts, What is a Block?, Chains, Permanence & Immutability, Permissioned vs Permissionless, What is a Hash?, Blockchain Layer 1, Blockchain Layer 2 and 3, Introduction to Wallets and Keys, History of Blockchain 80's and 90's, History of Blockchain 90's to Present
Blockchain Use Cases, When to Use Blockchain Parts 1 and 2, When to Use Blockchain Parts 3 and 4, When to Use Blockchain (Examples), When to Use Blockchain - IT Infrastructure, When to use Blockchain - Legacy Systems, When to Use Blockchain - Process of Elimination, When to use Blockchain - Considerations, When to use Blockchain - Centralized Control, When to use Blockchain - Performance, On / Off Chains & Hybrid Mashups
Blockchain Development Languages, Java and Other Development Languages, Toolsets, Resources Knowledgebases and Head Starts, Consensys & Truffle, Where to Start?
Byzantine Generals Problem, Byzantine Generals Problem - continued, Proof-of-Work, Proof-of-Work Demo, Proof-of-Work Cons, Proof-of-Stake, PoW vs PoS, Other Consensus Mechanisms, Other Consensus Mechanisms - continued
The Blockchain Trilemma, The Blockchain Trilemma Layer 1 Solutions, The Blockchain Trilemma Layer 2 and 3 Solutions
Blockchain Security Benefits and Enhancements, Blockchain Security Benefits - Immutability, Decentralization, and Cryptography, Blockchain Security Benefits - Consensus, Transparency, and Privacy, Protocol and Network Level Vulnerabilities, Proof-of-Stake Attacks and Smart Contract Vulnerabilities, Decentralization Security Risks and Evolution, Privacy Violations, Scalability Issues, and Regulatory Challenges, Solution Governance, Key Management, and Quantum Computing, Course Recap
Course: Google Workspace Mail Management 日本語版
Modules:
ようこそ, ドメイン ネーム システム（DNS）レコード, Google Workspace が使用する DNS レコード, メール セキュリティ, メール セキュリティとエンドユーザー アクセス, 迷惑メール、フィッシング、マルウェアの防止, 受信ゲートウェイ, コンプライアンス, その他のコンプライアンス管理, メール ルーティング, メール ルーティングの設定, コースのまとめ
Course: Solar Energy Systems Overview
Modules:
Acknowledgements
Solar Industry History, The Value of Solar Energy, Solar Cells- Origins and Proliferation, Clean Energy Incentives
How PV Works, Solar Electric System Anatomy, Hands-on Demo: Solar Panel (Front), Hands-on Demo: Solar Panel (Back), PV System Components, Hands-on Demo: Microinverters, Hands-on Demo: String Inverters, Hands-on Demo: Inverter Attachments, Rooftop Systems, Hands-on Demo: Rooftop Attachments- Flashing, Hands-on Demo: Rooftop Attachments- Rails, Hands-on Demo: Rooftop Attachments- Standing Seams, Alternatives to Rooftop Systems
Economics of Solar Power, Solar PV System Costs, Calculating ROI, Solar Plant Advantages
PV System Analysis Project
Course: Otimizando o Marketing Digital
Modules:
Estágios do Funil: Do Topo ao Fundo, Definindo os Objetivos de Acordo com o Estágio do Público a Atingir, Criando e Entendendo o Briefing de Campanha, Definindo o Plano de Mídia - Parte 1, Definindo o Plano de Mídia - Parte 2
Medindo o Resultado nos Canais, Ferramentas de Geração de Relatórios, Consolidando Resultados, Interpretando Resultados Obtidos, Sugerindo Melhorias e Mudanças
Valor Investido x Resultados, Ciclo de Vida das Campanhas, Ciclo de Vida do Cliente, Valor Vitalicio do Cliente, Customer Success
Marketing de Transação x Marketing de Relacionamento, Comunicação, Diálogo e Satisfação, Buscando Feedbacks para a Cocriação, Customer Lifetime Value e a Jornada do Cliente, Novos Produtos e Formas de Receita - Parte 1, Novos Produtos e Formas de Receita - Parte 2
Course: Foundations of Teaching for Learning: Being a Professional
Modules:
Teaching as a profession – characteristics of a profession and a professional, What society expects of teachers, The importance of the teacher to student outcomes and development, My reasons for becoming a teacher
Ethical, professional behavior for teachers, Features and uses of professional standards, Registration, certification, appraisal and performance management, Codes of conduct and discipline of teachers, Interview One
The duty of Care, Negligence (Part 1), Negligence (Part 2), A duty to educate, The rights and responsibilities of students, parents and teachers
How teaching and education changes lives, Evidence on effective teaching (1), Evidence on effective teaching (2), My values, beliefs and current philosophy of teaching, Interview Two
The power of professional learning, Professional learning communities in education, Action learning using evidence, The role of leadership in professional learning
Reflection, self-assessment and goal setting, Gaining and utilising feedback from others, Formulating a personal professional development plan, Keeping a balanced life – teacher stress and satisfaction, Interview Three
Course: Sustainable Neighborhoods
Modules:
Neighborhood Natural Context, Additional Neighborhood Natural Context Examples, Project Overview and History, Project Results and Perspectives
Neighborhood Components, Additional Neighborhood Components, Additional Neighborhood Component Examples, Neighborhood Components: Food, Clustering, and Openness, Project Overview and Civic Goals, Merging Contextual and Preservation Objectives
Neighborhood Size and Organization, Transit Orientated and LEED Rating System, Project Introduction and Background, The Project Barriers and Cultural Heritage, Perspectives on the Project
Course: Cannabis, Mental Health, and Brain Disorders
Modules:
Introduction to Module, Lecture - Anxiety and PTSD, Lecture - Epidemiology of Anxiety and PTSD, Lecture - Etiology of Anxiety and PTSD, Lecture - Treatments for Anxiety, Lecture - Cannabis, Anxiety, and PTSD, Lecture - Special Considerations for PTSD, Interview with Christine Rabinak
Introduction to Module, Lecture - Overview of Psychosis and Mood Disorders, Interview with Sachin Patel, Lecture - Epidemiology of Mood Disorders and Psychosis, Lecture - Etiology of Mood Disorders and Psychosis, Lecture - Treatment of Mood Disorders and Psychosis, Lecture - Cannabis and Mood Disorders and Psychosis - Chicken or the Egg Conundrum, Lecture - Deep Dive on Cannabis and Psychosis
Introduction to Module, Lecture - Multiple Sclerosis, Epilepsy, and Traumatic Brain Injury, Lecture - Epidemiology of MS, Epilepsy, and Traumatic Brain Injury, Lecture - Etiology of MS, Epilepsy, and Traumatic Brain Injury, Lecture - Treatments for MS, Epilepsy, and Traumatic Brain Injury, Lecture - Cannabis, MS, and Epilepsy, Lecture - Cannabis and Traumatic Brain Injury
Introduction to Module, Lecture - Parkinson's Disease and Alzheimer's Disease, Lecture - Epidemiology of Parkinson's Disease and Alzheimer's Disease, Lecture - Etiology of Parkinson's Disease and Alzheimer's Disease, Lecture - Current Treatments for Parkinson's Disease and Alzheimer's Disease, Lecture - Cannabis and the Treatment of Parkinson's Disease and Alzheimer's Disease, Lecture - Recent Research on Cannabinoids, Parkinson's Disease, and Alzheimer's Disease, Interview with Dr. Maureen Leehey
Course: Resilience & Leadership: Tools, Methods, & Applications
Modules:
Introduction to the Course, Introduction to Module 1, Systems Theory and Concepts, Systems Concepts and Perspectives, Systems Thinking and Mental Models, Human Caused Disaster Events, Cascading Disasters, SWOT Analysis Part 1, SWOT Analysis Part 2
Introduction to Module 2, Crisis Management Systems, Resilience Capacities and Processes, Linking Resilience Capacities and the SAAL Processes, Crisis Management Team Goals, Crisis Management Team Members and Issues, Crisis Management Plan
Introduction to Module 3, Resilience Training Case Part 1, Resilience Training Case Part 2, Organizational Strategy and Crisis, Business Strategy and Crisis, Infrastructure Autopoiesis, The Balanced Scorecard
Introduction to Module 4, Management Strategy and the Crisis Lifecycle, Crisis Management Before, During, and After a Crisis, Systemic Potentials Management, Resilience Analysis Grid, Resilience Analysis Grid—Implementation, Applying the RAG to Construct a Resilience Profile: Steps 1 & 2, Applying the RAG to Construct a Resilience Profile: Steps 3 & 4
Introduction to Module 5, Leadership in Crisis, Communication with Internal and External Stakeholders, Crisis Communication and the Media, Example Crisis Events and Communications Issues, Lessons from Hurricane Katrina, Crisis Management and Paradoxical Behaviors
Course: Desenvolvimento do Líder
Modules:
Impacto do Contexto na Liderança, Características dos Líderes Bem-Sucedidos, Importância de Desafiar toda Equipe, Principais Deficiências da Liderança Brasileira, Influência das Lacunas Comportamentais, Valorização dos Aspectos Comportamentais
Desenvolvimento de Habilidades Comportamentais, Sentimento de Urgência sobre Habilidades Comportamentais, Tipos de Comportamento, Formas para Desenvolver Habilidades Comportamentais, Despertar a Necessidade de Habilidades Comportamentais, Habilidades Comportamentais: Aproximação com Liderados
Etapas Típicas de Desenvolvimento, Competências Necessárias em cada Etapa de Desenvolvimento, Dificuldades para Consolidação de sua Posição, Ações para Ampliação do Espaço Político, Como Ocupar Posições de Maior Complexidade, Dificuldades para Buscar Maior Complexidade
Competências Críticas para a Liderança, Formas para o Desenvolvimento de Competências, Identificação de Competências Básicas, Construção de Ações de Desenvolvimentos, Reconhecimento das Exigências sobre Nós, Exigências da Maior Complexidade
Course: Protecting Business Innovations via Patent
Modules:
Protecting Business Innovations Course Trailer, 1.0 Introduction to Patent Overview, 1.1 What is a patent?, 1.2 What do patents protect?, 1.3 Why do governments create them?, 1.4 How does a law get made?, 1.5 How do we get a patent?, 1.6 Where are patents valid?, 1.7 Introduction to patent summary
2.0 Process of getting a patent overview, 2.1 Step 1: Obtaining a provisional patent, 2.2 Step 2: Formal patent application, 2.3 Step 3: Review and appeal process, 2.4 Step 4: Going to court, 2.5 Process of getting a patent summary
3.0 Utility patent requirements overview, 3.1 #1. Novelty, 3.2 #2. Utility, 3.3 #3. Non-Obviousness, 3.4 Demonstrating non-obviousness, 3.5 Non-obviousness cases: PBJ & Bathroom Brush, 3.6 Utility patent requirements summary
4.0 Advanced patent topics overview, 4.1 Software patents & business process patents, 4.2 Patenting life, 4.3 Patent trolls, 4.4 Samsung vs. Apple, 4.5 Grim Reaper and Pretzel Crisps, Pretzel Crisps (optional for background info), 4.6 Advanced patent topics summary
5.0 Patent course summary
Course: Learn Bootstrap
Modules:
Test your knowledge!
Course: Excel Skills for Business: Essentials
Modules:
Week 1 Introduction, Week 1 Discussion, Practice Video: Taking Charge of Excel, Practice Video: Navigating and Selecting, Practice Video: View Options, Practice Video: Data Entry, Data Types, Editing and Deleting, Practice Video: Fill Handle, Week 1  Wrap-up, Copy and Paste, Templates
Week 2 Introduction, Week 2 Discussion, Practice Video: Formulas, Practice Video: Formulas in Context, Practice Video: Functions I: SUM and AUTOSUM, Practice Video: Functions II: AVERAGE, MIN and MAX, Discussion: Absolute Cell References, Practice Video: Absolute Cell References, Practice Video: Calculations across sheets, Week 2  Wrap-up, Excel Options
Week 3 Introduction, Week 3 Discussion, Practice Video: Formatting, Practice Video: Borders, Practice Video: Alignment Tools, Practice Video: Format Painter, Practice Video: Number Formats, Practice Video: Styles and Themes, Week 3 Wrap-up, Graphics
Week 4 Introduction, Week 4 Discussion, Practice Video: Managing Rows and Columns, Practice Video: Find and Replace, Practice Video: Filtering, Practice Video: Sorting, Practice Video: Conditional Formatting, Week 4 Wrap-up, Accessibility
Week 5 Introduction, Week 5 Discussion, Practice Video: Print Preview, Practice Video: Orientation, Margins and Scale, Practice Video: Page Breaks, Practice Video: Print Titles, Practice Video: Headers and Footers, Week 5 Wrap-up, Save Options
Week 6 Introduction, Week 6 Discussion, Practice Video: Basic Chart Types: Pie, Column and Line Charts, Practice Video: Move and Resize Charts, Practice Video: Change Chart Style & Type, Practice Video: Modify Chart Elements, Week 6 Wrap-up, Sharing Charts
Course 1 Final Assessment
Course: Sustainable Building: Design and Specification
Modules:
Introduction to Healthier Materials and Sustainable Building, Introduction to Sustainable Building: Design and Specification, Introduction to The Path to Becoming a Material Influencer, Designing with Material Health in Mind, Materials Considerations and Priorities, Engaging Communities and Social Justice: Q&A with Anasa Scott-Laude, LEED AP BDC, Design Principles and Defining Goals, Operational Considerations of What We Specify, There Is No One-Stop Shop for Healthier Materials, Inspiring Clients (to Achieve Healthier Projects), The Path to Becoming a Material Influencer Conclusion
Introduction to Establishing the Material Evaluation Process, Transparency and Disclosure Criteria, Performance, Quality, and Affordability, Where to Start, Review and Outreach to Manufacturers, Approaches to Reviewing Product Health: Levels of Confidence, Utilizing Chemicals of Concern Research to Practice Healthier Design Approaches, Establishing the Material Evaluation Process Conclusion
Introduction to Beyond Design Aesthetics: Healthier Materials for a Healthier World, Translating Transparency Documents Into Actions, Hidden Hazards: What's not on the Label, Biodesign: Exploring Healthier Alternatives, Circularity and Embodied Carbon, No Perfect Products: Progress Despite Constraints, Transforming the Market, Beyond Design Aesthetics: Healthier Materials for a Healthier World Conclusion, Sustainable Building: Design and Specification Conclusion
Course: Building Objects in C
Modules:
Object Oriented Programming: A Historical Perspective, Brian Kernighan: C and C++ at Bell Labs, Video: C++ Bjarne Stroustrup: Inventing C++, Comparing Object Oriented Programming Approaches Across Languages
Implementing Python-like Object Oriented Patterns in C, Implementing the Python String (str) Class in C
Implementing the Python List (list) Class in C, Implementing the Python Dictionary (dict) Class in C
Implementing Encapsulation and Interfaces in C, Exploring the Map Abstraction across Languages, A Quick Look at Unique Aspects of the C++ Object Oriented Pattern, Implementing Encapsulation in C-Based Objects, Building an Iterator Abstraction in C, Bonus: Detroit Office Hours
Introduction: Building a HashMap and LinkedTreeMap in C, Understanding Hash Computations, Building a HashMap object in C
Using Binary Trees as Data Structures, Inserting Data Into a LinkedTreeMap in C, Counting Words in Python and in C using a LinkedHashMap
Course: Human-Centered Design: an Introduction
Modules:
The Interaction Design Specialization, Welcome!, Human Computer Interaction, The Power of Prototyping, Evaluating Designs, The Birth of HCI
Participant Observation, Interviewing, Additional Needfinding Strategies, Creating Design Goals
Storyboards, Paper Prototypes, and Mockups, Wizard of Oz Prototyping, Video Prototyping, Creating and Comparing Alternatives
Why and How?, Heuristics: Understanding, Heuristics: Action, Heuristics: Feedback, Watch Two Students Do Heuristic Evaluation
Course: 發展心理學：哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology)
Modules:
課程簡介, 發展心理學在心理學中的位置, 發展的不同時段, 什麼是「發展」？, 以年齡、主題取向瞭解何謂「發展」, 發展心理學家關心什麼發展議題？
個體發展的初始狀態, 個體為何發展 ─ 先天論、後天論？, 機械論 vs. 有機論, 連續性 vs. 不連續性, 穩定性 vs. 不穩定性, 「發展關鍵期」與遺傳 / 環境影響之爭論
視覺懸崖, 習慣化作用, 吸吮技術, 偏好注視法, 觀察法
縱貫追蹤設計, 橫斷設計, 序列設計, 探討發展中的特定行為如何逐步改變, 對未成年族群進行研究的倫理考量
Course: Network and Communications Security
Modules:
Welcome, Circuit and Packet Switched Networks, Topologies - Token Ring, Topologies - Bus, Topologies - Star or Tree, Topologies - Mesh, Wireless (LAN/WAN), Distance Vector Protocols, Hypertext Transfer Protocol (HTTP and HTTPS), Dynamic Host Configuration Protocol (DHCP/DHCPV6), Domain Name System (DNS), Simple Network Management Protocol (SNMP), Lightweight Directory Access Protocol (LDAP)
Types of Network Architectures, Service Architectures, Commonly Used Ports and Protocols
The Cyber Kill Chain, Common Attacks Against VLANS at the Data-Link Layer, Fragmentation, Attacks in the Transport Layer, Application Layer Attack Examples, Other Network and Service Attacks
Intrusion Detection/Prevention, Traffic Shaping Devices, Agile Control of the Building Blocks of Security, The SDS Revolution: Many Concepts Around a Core Set of Functions, SDS and Assessment: Two Questions
Terms and Definitions
Course: Advanced Engineering Systems in Motion: Dynamics of Three Dimensional (3D) Motion
Modules:
Course Introduction, Module 2: Derive the “Derivative Formula”; Define Angular Velocity for 3D Motion, Module 3: Define the Properties of Angular Velocity for 3D Motion, Module 4: Solve for the Angular Velocity of a body undergoing 3D Motion, Module 5: Determine the Angular Acceleration for a Moving Reference Frame Relative to another Reference Frame, Module 6: Solve for the Angular Acceleration for a Body expressed in a Series of Multiple Reference Frames
Module 7: Velocities expressed in Moving Frames of Reference, Module 8: Solve for Velocities Expressed in Moving Frames of Reference, Module 9: Accelerations expressed in Moving Frames of Reference, Module 10: Solve for the Velocity and the Acceleration for Bodies Undergoing 3D Motion and Expressed in Moving Frames of Reference, Module 11: Equations of Motion for a Particle Moving Close to the Earth, Module 12: Solve a Problem for the Motion of Particles Moving Close to the Earth
Module 13: Eulerian Angles for 3D Rotational Motion, Module 14: Angular Velocity of Bodies in 3D Motion using Eulerian Angles, Module 15: Derive Rotational Transformation Matrices, Module 16: Solve a Problem Using Rotational Transformation Matrices, Module 17: Review Particle Kinetics; Newton’s Laws for Particles; and Euler’s 1st Law for Bodies, Module 18: Review the Definition of Angular Momentum; and Euler’s 2nd Law for Bodies, Module 19: Angular Momentum for Bodies in 3D Motion, Module 20: Review Mass Moments of Inertia and Products of Inertia; Inertial Property Matrix
Module 21: Translational Transformation of Inertial Properties, Module 22: Rotational Transformation of Inertial Properties, Module 23: Rotational Transformation of Inertial Properties (cont), Module 24: Define Principal Axes and Principal Moments of Inertia, Module 25: Determine Principal Axes and Principal Moments of Inertia, Module 26: Solve for Principal Axes and Principal Moments of Inertia with an Example
Module 27: Develop Euler Equations for 3D Motion, Module 28: Develop Euler Equations for 3D Motion (cont.), Module 29: Solve for the Motion of a Rigid Body Undergoing 3D Rotational Motion, Module 30: Solve for the Motion of a Rigid Body Undergoing 3D Rotational Motion (cont.), Module 31: Solve for the Motion of a Rigid Body Undergoing 3D Rotational Motion (cont.)
Module 32: Develop and Apply the Principle of Impulse-Momentum to Rigid Bodies Undergoing Motion, Module 33: Develop the Principle of Work-Energy for Bodies in 3D Rigid Body Motion, Module 34: Apply the Principle of Work-Energy for Bodies in 3D Rigid Body Motion, Module 35: Course Conclusion
Course: Segurança de TI: Defesa Contra as Artes Obscuras do Mundo Digital
Modules:
Introdução do curso, A tríade CIA, Termos de segurança essenciais, Software malicioso, Malware (continuação), Ataques a redes, Negação de serviço, Ataques do lado do cliente, Ataques de autenticação, Ataques fraudulentos
Criptografia, Criptografia simétrica, Algoritmos de criptografia simétricos, Rob, o que um engenheiro de segurança faz?, Criptografia assimétrica, Criptografia simétrica, parte II, Algoritmos de criptografia assimétricos, Geração de hash, Algoritmos de geração de hash, Algoritmos de geração de hash (continuação), Infraestrutura de chave pública, Certificados, Criptografia na prática, Protegendo o tráfego da red, Hardware criptográfico, Rejeição
Práticas recomendadas de autenticação, Autenticação multifator, Opções de autenticação multifator, Certificados, parte II, RADIUS, Kerberos, TACACS+, Login único, O caminho do Rob até a TI, Métodos de autorização e controle de acesso, Controle de acesso, Lista de controle de acesso, Monitoramento de uso e acesso, Habilidades em segurança importantes do Rob
Práticas recomendadas para o fortalecimento de redes, Fortalecimento do hardware de rede, Fortalecimento dos softwares de rede, O obstáculo pessoal do Joe, Criptografia WEP e por que não usar, Vamos enterrar o WEP para sempre! WPA/WPA2, WPA2, Fortalecimento de redes sem fio, A engenharia social da Heather, Sniffing de rede, Wireshark e tcpdump, Sistemas de detecção/prevenção de invasão
Introdução à defesa em profundidade, Como desativar componentes desnecessários, Firewall baseado em host, Geração de registros e auditoria, Proteção anti-malware, Criptografia de disco, Heather: ser autodidata é a chave para o sucesso, Gerenciamento de patches de software, Políticas do aplicativo
Metas de segurança, Como medir e avaliar riscos, Política de Privacidade, Hábitos do usuário, Segurança terceirizada, Treinamento em segurança, Alex: qualidades de um candidato de TI, Geração de relatórios e análise de incidentes, Resposta e recuperação em caso de incidentes, Segurança e privacidade em dispositivos móveis, Amir: dicas para entrevistas, Ari: dicas para entrevistas, Simulação de entrevista: segurança, Avaliação final, Como se posicionar, Parabéns!
Personalizar o currículo para suporte de TI, Encontrar o caminho e a função perfeita, Branding pessoal, Recrutadores, headhunters e agências de recrutamento, Escrever uma carta de apresentação, Primeiras etapas com o LinkedIn, Como conseguir entrevistas, Saiba mais sobre como desenvolver um pitch de venda, Fazer perguntas ao entrevistador, Preparar-se para entrevistas com a Preparação para entrevistas, Antes de aceitar, negociar o contrato, Síndrome do impostor, Trabalhar de casa para ganhar, Esgotamento, Criar um plano de desenvolvimento de carreira, Como se promover, Carreiras técnicas relacionadas, Habilidades socioemocionais, Diversidade, inclusão e viés, Habilidades avançadas de comunicação
Course: Gemini for Network Engineers
Modules:
Introducing Gemini for network engineers, Designing an enterprise network with Gemini
Course: مهارات العرض والتقديم | Presentation Skills
Modules:
مقدمة عن مهارات العرض والتقديم وأهميتها, التعرف على جمهورك (Who Is Your Audience) وتقديم نفسك - الجزء الأول, التعرف على جمهورك (Who Is Your Audience) وتقديم نفسك - الجزء الثاني, استخدام محتوى مرئي في التقديم، الثقة في النفس، تقديم رؤيتك عما يحدث - الجزء الأول, استخدام محتوى مرئي في التقديم، الثقة في النفس، تقديم رؤيتك عما يحدث - الجزء الثاني, مصدر محتوى العرض وقوة إثباته وصحة معلوماته، التدريب على العرض, لغة الجسد (Body Language) - الجزء الأول, لغة الجسد (Body Language) - الجزء الثاني, الخلاصة
Course: Formación docente basada en la práctica para desarrollar habilidades del siglo XXI
Modules:
Presentación del curso
Relevancia de las habilidades del siglo XXI para la formación docente, Pensamiento crítico I, Pensamiento crítico II, Creatividad, Comunicación, Colaboración, Disposición
Hacia una formación práctica, Práctica en la formación de profesores, Prácticas generativas conceptualización, Prácticas generativas ejemplificación, Pedagogías de la práctica, Estrategias y metodologías para la formación docente, Tensiones y desafíos en la formación docente
Aprendizaje activo y práctico en el aula universitaria, Explicación de conceptos a través de videos I, Explicación de conceptos a través de videos II, Monitoreo de los aprendizajes a través de evaluación formativa, Colaboración en el aula universitaria para el aprendizaje
Prácticas generativas, pedagogías de la práctica y habilidades del siglo XXI, Explicaciones pedagógicas: modelos para el desarrollo de habilidades de comunicación, Evaluación formativa: representaciones para el desarrollo del pensamiento crítico, Diseño de tareas de aprendizaje: descomposiciones para el desarrollo de la creatividad, Diseño de tareas de aprendizaje: descomposiciones para el desarrollo del pensamiento crítico, Discusión productiva: ensayo para promover el desarrollo del pensamiento crítico, Retroalimentación efectiva: aproximación para el desarrollo de la colaboración entre pares
Proyecto de integración
Course: From Freedom Rides to Ferguson: Narratives of Nonviolence in the American Civil Rights Movement
Modules:
Welcome to the Course, Bernard LaFayette, Jr.: Introduction & Bio, Phases of the Civil Rights Movement, Nashville Campaign, Selma to Montgomery March (1965), Freedom Rides, Recruiting for the Freedom Rides, Freedom Ride Strategy, Leadership in the Civil Rights Movement, Interview with Andrew Young, Part 1, Marching: Interview with Reginald Moore & Sam Walker, Interview with Andrew Young, Part 2, Interview with Andrew Young, Part 3, Interview with Andrew Young, Part 4
The Strategies of Nonviolence are Timeless and Universal, Confronting Hate with Love, Fearlessness as a Strategy of Resistance, CORE: Congress of Racial Equality, SNCC: Student Nonviolent Coordinating Committee, SCLC: Southern Christian Leadership Conference, The Highlander Folk School, Organizing Efforts in Selma, Organizing in the Slums of Chicago, The Poor People's Campaign, Everyone Can Participate in the Movement, Remembering Viola Liuzzo, Training and Mobilization Efforts of the Highlander Folk School, Interview with Connie Curry, Part 1, Interview with Connie Curry, Part 2, Interview with Henry Thomas
Dr. King: The Civil Rights Movement & Early Influences, Applying Nonviolent Philosophy to International Situations, Social Dynamics of Nonviolence, How Does Dr. King's Legacy of Nonviolence Resonate Today?, The Symbol of the Confederate Flag: Moving Forward, The Six Principles of Nonviolence, Part 1, The Six Principles of Nonviolence, Part 2, The Media's Role in the Civil Rights Movements of Yesterday and Today, Nonviolent Strategies, Tri-State Conspiracy: Nonviolent Strategy in Action, Brown Chapel, Selma, Alabama
Nonviolence: Tactic or Theory?, Dr. LaFayette: Why I Chose Nonviolence, Preparation & Support, Social Action in Practice: Lunch Counter Sit-Ins, Academic Foundations of Nonviolence, Nonviolence in the Workplace, Ministry in the Movement: Interview with Reverend C.T. Vivian, Part 1, Ministry in the Movement: Interview with Reverend C.T. Vivian, Part 2
Dr. LaFayette: Current Nonviolent Initiatives, ECAN: Emory Center for Advancing Nonviolence, Internationalizing Nonviolence Training, The Importance of Collaboration & Partnerships, The Future of Nonviolence Conflict Transformation, Interview with Carol Anderson, Part 1, Interview with Carol Anderson, Part 2, Nonviolent Transformation in Nigeria
Course: Project Initiation and Planning
Modules:
Welcome to Project Initiation and Planning, Learn on Your Terms
Module 1 Overview, Introduction, What is a Project?, Waterfall Approach to Project Management, Initiating a Project, Meet Our Expert - Harshad Desai, Senior Manager at a Technology Company, Insight From an Expert on Waterfall Approach, Stakeholder Management, Meet Our Expert - Garrett Whitsitt, Managing Consultant at Point b, Insight From an Expert on Managing Stakeholders, Project Scope, Scope Example, Project Priorities, Insight From an Expert on Project Priorities, Work Breakdown Structure, Insight From an Expert on the Importance of Planning, How to Use Sticky Notes to Create a Work Breakdown Structure, Introduction to ProjectLibre - How to Install for Mac, Introduction to ProjectLibre - How to Install for PC, Creating a Work Breakdown Structure Using ProjectLibre, Organizational and Team Structure, Meet Our Experts - Sean Bauer, Senior Director and Andrew Howard, Senior Manager at Walgreens, Insight From an Expert on Structuring the Project Team, Module 1 Takeaways
Module 2 Overview, Project Kick-Off, Kick-Off Meeting, Communication Planning, Responsibility Matrix, Risk Planning, Risk Response, Insight From an Expert on Risk Planning, Mission Creep, Task Dependencies, Illustration of Precedence Relationship Types in ProjectLibre, Estimating Time, Estimating Cost, Insight From an Expert on Time and Cost Estimation, Precedence Diagramming Method (PDM), Creating a Network Diagram in Excel, Creating a Precedence Diagram Using ProjectLibre, Module 2 Takeaways
Module 3 Overview, Gantt Chart, Using Excel to Create a Gantt Chart (Stacked Bar Method), Using Excel to Create a Gantt Chart (Calendar Method), ProjectLibre Basic Operations, Critical Path Method (CPM) - Forward Pass, Critical Path Method (CPM) - Backward Pass, Critical Path Method (CPM) - Float, CPM - An Illustrated Example in Excel, CPM - An Illustrated Example in ProjectLibre, PERT - Program Evaluation and Review Technique, PERT - Example, PERT - Calculating Expected Time and Standard Deviation, PERT - Project Completion Time Analysis, Module 3 Takeaways
Module 4 Overview, Agile Project Management, Agile and Lean, Agile Methodologies - Kanban Framework, Agile Methodologies - Scrum Framework, Scrum - Initiating a Project, Insight From an Expert on the Role of the Product Owner, Scrum - Sprint Planning, Story Point Meeting, Insight From an Expert on Story Points, Project Manager vs Scrum Master, Insight From an Expert on Servant Leadership, Module 4 Takeaways
Course: Basic Statistics
Modules:
Welcome to Basic Statistics!
1.01 Cases, variables and levels of measurement, 1.02 Data matrix and frequency table, 1.03 Graphs and shapes of distributions, 1.04 Mode, median and mean, 1.05 Range, interquartile range and box plot, 1.06 Variance and standard deviation, 1.07 Z-scores, 1.08 Example
2.01 Crosstabs and scatterplots, 2.02 Pearson's r, 2.03 Regression - Finding the line, 2.04 Regression - Describing the line, 2.05 Regression - How good is the line?, 2.06 Correlation is not causation, 2.07 Example contingency table, 2.08 Example Pearson's r and regression
3.01 Randomness, 3.02 Probability, 3.03 Sample space, event, probability of event and tree diagram, 3.04 Quantifying probabilities with tree diagram, 3.05 Basic set-theoretic concepts, 3.06 Practice with sets, 3.07 Union, 3.08 Joint and marginal probabilities, 3.09 Conditional probability, 3.10 Independence between random events, 3.11 More conditional probability, decision trees and Bayes' Law
4.01 Random variables and probability distributions, 4.02 Cumulative probability distributions, 4.03 The mean of a random variable, 4.04 Variance of a random variable, 4.05 Functional form of the normal distribution, 4.06 The normal distribution: probability calculations, 4.07 The standard normal distribution, 4.08 The binomial distribution
5.01 Sample and population, 5.02 Sampling, 5.03 The sampling distribution, 5.04 The central limit theorem, 5.05 Three distributions, 5.06 Sampling distribution proportion, 5.07 Example
6.01 Statistical inference, 6.02 CI for mean with known population sd, 6.03 CI for mean with unknown population sd, 6.04 CI for proportion, 6.05 Confidence levels, 6.06 Choosing the sample size, 6.07 Example
7.01 Hypotheses, 7.02 Test about proportion, 7.03 Test about mean, 7.04 Step-by-step plan, 7.05 Significance test and confidence interval, 7.06 Type I and Type II errors, 7.07 Example
Final Exam
Course: Gemini for Data Scientists and Analysts - Bahasa Indonesia
Modules:
Memperkenalkan Gemini untuk para profesional data, Cara menganalisis data dengan Gemini, Mendesain model yang terhubung ke LLM dengan Gemini
Course: Vertex AI Search for Retail Agent Builder
Modules:
Course Introduction
Architecture Overview
Gather Data, Import Catalog Data, Import User Event Data, Record Real Time User Events, Data Ingestion Considerations, Common Problems, Introduction to Lab 1
Build Recommendation Models, Additional things to consider, Introduction to Lab 2
Serving Configurations, Introduction to Lab 3, Access Model Results, Measure Performance
Monitoring, Management, Lab4 Lab Intro
Course Conclusion
Course: Fundamentals of Cross-Functional Collaboration
Modules:
Instructor Introduction, Specialization Overview, Course Roadmap Overview
Relational Intelligence, Definition and Benefits of Collaboration, Collaboration Case Study: Dove, Building Blocks of Collaboration, Neuroscience of Collaboration
Personal Factors of Collaboration, Your Core Values & Personal Definition of Success, Developing Your Personal Definition of Success, Your Self-Esteem, Having a Point of View, Fear and Discomfort, Fear and Discomfort Action Plan, Humility, Receiving Feedback, and Desire for Control, Seeing Others and Bridging Gaps
Collaboration Dynamics Overview, Allyship, Opposition, Deceit, Naysayers, Collaboration Dynamics Summary
Course: D'un infini à l'autre - Voyages de l'infiniment grand à l'infiniment petit
Modules:
Deux infinis qui se ressemblent, La lumière, l'outil idéal pour les deux infinis
Les neutrinos, Les rayons cosmiques, La formation des noyaux atomiques
La matière dans l'Univers primordial, L'antimatière, La matière noire
Les deux infinis, une communauté d'idées, Les deux infinis, une communauté d'outils
Course: 6. データ可視化（ビジュアライゼーション）による、データの共有
Modules:
入門編：データのインサイトを伝える, ケビン：データビジュアライゼーションに秘められた力, データビジュアライゼーションが重要な理由, 画像とデータをつなぐ, 優れたビジュアライゼーションの作成方法, ダイナミック ビジュアライゼーション, アートの要素, データビジュアライゼーションによるインパクト, デザイン思考とビジュアライゼーション, ヘッドライン、サブタイトル、ラベルをつける, アクセシビリティの高いビジュアライゼーションとは, アンドリュー：アクセシビリティを実現する
Tableau を使ったデータビジュアライゼーション, Tableau Public をはじめとするオンラインツールについて, Tableau を知る, Tableau でデータビジュアライゼーションを作成する, 効果的なビジュアライゼーションとそうでないもの, クリエイティブになるために, Tableau でデータ結合をする
データを使ったストーリーテリング, アイデアを形にする, 聞き手に合わせて語りかける, キャロライン：データジャーナリズム, Tableau ダッシュボードの基本, フィルターとグラフ, 説得力のあるプレゼンテーションのヒント, ストーリーを共有する, サンダース：インポスター症候群と上手に付き合う方法
すべてをまとめる, プレゼンテーションのフレームワーク, プレゼンテーションにデータを盛り込む, ブリタニー：新人データアナリストのためのプレゼンテーションスキル, コナー：乱雑なデータプレゼンテーションの例, コナー：優れたデータプレゼンテーションの例, 成功するプレゼンテーションの秘訣, プロフェッショナルなプレゼンテーション, 質問を想定する, 異論や反論に対処する, Q&A（質疑応答）のベストプラクティス, コナー：データ翻訳のエキスパートになるために, おめでとうございます！
Course: مقدمة عن بنوك الاستثمار
Modules:
الهيكل العام للـ (IB) والوظائف التي يقوم بها, وظيفة الـ (IB) من منظور سوق المال (Money Market), عمل الـ (IBD) في الـ (Corporate Finance), الفرق بين الـ (Bonds) والـ (Stocks) من ناحية مخاطر التمويل, الأوراق المالية المضمونة بأصول (Asset backed Securities), الخصائص الرئيسية للـ (Equity) والتقييم (Valuation), التقييم (Evaluation), التطورات الأخيرة التي طرأت على أعمال البنوك الاستثمارية
Course: Agroforestry II: Major Systems of the World
Modules:
Instructor Welcome, Companion Textbook
Lesson 2a Part 1, Lesson 2a Part 2, Lesson 2a Part 3, Lesson 2a Part 4, Lesson 2a Part 5, Lesson 2a Part 6, Lesson 2b
Course: The Fundamentals of Computing Capstone Exam
Modules:
Class Overview, Class Wrap Up
Course: Sport Sponsorship. Let them Play
Modules:
What is a MOOC?, Introductory video Sport Sponsorship MOOC
Module 1 Presentation, Basic principles of sponsorship, SPONSORSHIP. Basic principles and characteristics, PATRONAGE. Basic principles and characteristics, Video: Interview Pati Roura
Module 2 Introduction, Main objectives of the sponsor, Stakeholders in sponsorship, Video: Interview Albert Amat, Video: Interview Joan Porcar, Video: Interview Cinto Ajram - Zurich Barcelona Marathon
Module 3 Introduction, Sponsorship activation, Video: Interview Annamari Basora, Rins van Kouwen about athletes and  social networks
Introduction Module 4, Sponsorship activation (II)
Postgraduate Diploma in Sport Sponsorship Scholarship, To support the Cruyff Foundation, make a donation and get children active!
Course: Introduction to Business Analytics with R
Modules:
Course Introduction, Meet Prof Ron Guymon, Introduction to Business Analytics and R, Overview of Business Analytics, Examples of Business Analytics, FACT Framework, Introduction to R, Getting Started with R, Calculations with R, Making Your Code Readable, Functions and Using the Built-In Help, Reading and Writing Data, Module 1 Conclusion
Module 2 Introduction, Is Data an Asset?, Properties of a Tidy Dataframe, Data Dictionaries, Getting to Know Your Data 1: Explore as in Excel, Getting to Know Your Data 2: Referring to Specific Rows and Columns, Summary Statistics, Getting to Know Your Data 3: Summary Statistics for Each Column, and Quick Plots, FACT Framework: Tell Others About The Results, R Notebooks, Markdown, Knitting Markdown Files, Dashboards Preview, Module 2 Conclusion
Module 3 Introduction, Assembling Data, Data Types, More on Functions, Packages, Introduction to Other Data Types, Creating Date Types, Calculations with Dates, Factors, Logical Type and Relational Operators, Character Strings, Module 3 Conclusion
Module 4 Introduction, Framing Questions for Actionable Insight, Dataframe Shape: Level of Aggregation, Dataframe: Control Versus Feasibility, Dataframe Shape: Wide Versus Long, Review of Notebooks and Introduction to dplyr, Subset Data Using dplyr's Select and Filter Functions, Useful Operators: %>% and %in%, Using dplyr's Mutate, Rename, Relocate, and Distinct Functions, Handling Missing Values, Data Aggregation and Summary, Pivoting Dataframes Between Wide and Long Shapes, Stacking and Sorting Data, Joining Data, Module 4 Conclusion, Gies Online Programs, Learn on Your Terms