dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Air Pollution – a Global Threat to our Health
Modules:
Steffen Loft: Introduction, Peter Møller: Sources and Composition of Air Pollution, Peter Moller: What Happens in the Lungs?, Peter Moller: What Happens in the Rest of the Body?
Zorana J. Andersen: Epidemiological Principles of Air Pollution, Zorana J. Andersen: Vulnerable Groups, Zorana J. Andersen: The Global Burden, Steffen Loft: What Can We Do about Outdoor Air Pollution?
Steffen Loft: Solid Fuel in Households, Steffen Loft: Tight Buildings
Course: التفكير الناقد | Critical Thinking
Modules:
مقدمة عامة وترحيب بالمتدربين, مقدمة عن التفكير الناقد, خصائص التفكير ومستوياته, عناصر التفكير وأنماطه (1), عناصر التفكير وأنماطه (2)
مفهوم التفكير الناقد, مهارات التفكير الناقد, مفاتيح التفكير الناقد, استراتيجيات التفكير الناقد, خطوات التفكير الناقد
تمارين عملية لتنمية التفكير الناقد, تطبيق عملي على التفكير الناقد, معايير التفكير الناقد, التغلب على معوقات التفكير الناقد
مفهوم التفكير الإيجابي, قواعد التفكير الإيجابي, طرق تحفيز التفكير الإيجابي, الخاتمة
Course: Persistent Memory Technology - Introduction and Deployment
Modules:
Introduction to Course, Introduction to PMEM, Importance of PMEM and Hardware and Software Requirement, Understanding the Difference, Persistent Memory Characteristics, Platform Support for Persistent Memory, Operating System Support for Memory and Storage, Persistent Memory As Block Storage
Atomic Updates, Transactions, Volatile Libraries, Persistent Libraries, Using Library, Mapping a File, Copying to Persistent Memory, Separating the Flush Steps
What is libpmemobj?, Memory Pools, Memory Poolsets, Metaprogramming to the Rescue, C++ Standard limitations, pmemkv Architecture, A Phonebook Example, Bringing Persistent Memory Closer to the Cloud, Course Conclusion
Course: JavaScript Security Part 2
Modules:
A refresher on Javascript regular expressions, Javascript regular expressions catastrophic backtracking
Prototype Pollution Overview, Prototype Pollution Exploit
npm overview, Choosing the right npm module, What to do if a module you use is flagged as vulnerable, Supply chain attacks
Course: Vector Search and Embeddings - Bahasa Indonesia
Modules:
Alasan menggunakan penelusuran vektor, Membuat embedding, Membuat penelusuran vektor, Cara kerja penelusuran vektor, Penelusuran vektor dengan RAG
Course: Out of core nuclear fuel management: front end
Modules:
Welcome, Introduction, Start of nuclear fuel cycle, Uranium resources, Thorium, Integrated nuclear fuel cycle system, Uranium database tab, Deposit models tab, Statistic tab, Statistic tab. Part 2, Country report, Statistic tab  chart, Thorium database
Uranium mining, Uranium milling and conversion
Uranium enrichment, Uranium enrichment. Part 2, Front end facilities, Front end facilities. Part 2
Fuel fabrication, Fuel fabrication. Part 2, Front end facilities
Calculate material balance associated with front end
Course: Essential Aspects of Software, Hardware, and Data Backup
Modules:
Course introduction: Software, hardware, and data backup, Software security essentials, End-user license agreement (EULA), Software firewall, Troubleshooting user authentication, Single sign-on (SSO), Access control and privilege management, Navigating application permissions in mobile devices, Fundamentals of secure software installation, Understanding software updates and their importance, Security risks in third-party software integration, Supply chain attacks: Risks in software installation, Module summary: Secure software configurations
Introduction to BIOS, The evolution of BIOS, Configuring UEFI for security, Introduction to hardware firewalls, OEM and its role in enhanced hardware security, Storage encryption, Essentials of physical security for devices, RFID Technology for enhanced physical security, Module summary: Secure hardware configuration
Introduction to data storage, Network Attached Storage (NAS), Disk partition and file system, Data compression, Introduction to data processing, Image and video processing, Audio processing, Portable Document Format (PDF), Introduction to data backup, Understanding RAID, Cloud and local data backup, System recovery essentials, Module summary: Robust data backup and recovery
Course recap: Software, Hardware, and Data Backup, Congratulations
Course: 3D Printing Hardware
Modules:
01-01-01 - What is “Desktop” 3D Printing?, 01-01-02 - Popular Desktop 3D Printing Technologies, 01-01-03 - Common Perceptions and Misperceptions, 01-01-04 - Let's Meet a 3D printer, 01-02-01 - Getting Access to 3D Printers, 01-02-02 - Selecting a Desktop 3D Printer, 01-02-03 - DIY Kits & Entry Level 3D Printers, 01-02-04 - Introducing SLA Desktop 3DP Hardware
02-01-01 Anatomy of a Desktop 3D Printer, 02-01-2 Before the Print Starts, 02-02-01 Interactive Interface, 02-02-02 Control Board, 02-02-03 Firmware & MCU, 02-02-04 Control System in Action, 02-03-01Overview of the Mechanical System, 02-03-02 Coordinate System, 02-03-03 The Build Envelope and Build Platform, 02-03-04 Motion Mechanical Subsystem, 02-03-05 Frame Case and Enclosure
03-01-01 Extrusion System, 03-01-02 Feeder & Bowden, 03-01-03 Focus on Hotend, 03-01-04 Nozzle, 03-01-05 Active Cooling, 03-01-06 Build Plate, 3-02-01 Science of 3D Printing Materials, 03-02-02 Selecting 3D Printing Materials
04-01-01 Anatomy of Digital Objectives, 04-01-02 Meshes, 04-01-03 3D Control Software, 04-01-04 Anatomy of Job Files, 04-02-01Finding Digital Models, 04-02-02 Prepping Digital Models, 04-02-03 CURA Operation Basics, 04-02-04 CURA Slicer Basics
05-01-01 Machine Calibration & First Time User Experience, 05-02-01 Operational Checklists, 05-02-02 The Setup, 05-02-03 The Plan, 05-02-04 The Job
06-01-01 Fabricate, 06-01-02 The Review, 06-01-03 The Finish, 06-01-04 Machine Post-Flight Check and Reset, 06-02-01 How to get Help, 06-02-02 Troubleshooting, Gies Online Programs
Course: Introducción a la Responsabilidad Social Universitaria
Modules:
Bienvenida al curso, Introducción a la Unidad 1, ¿Qué es la responsabilidad?
Introducción a la Unidad 2, Transversalizando la RSU en la PUCP, Enfoques con los que dialoga la RSU desde la PUCP: Enfoque de sostenibilidad, Enfoques con los que dialoga la RSU desde la PUCP: Enfoque territorial, Enfoques con los que dialoga la RSU desde la PUCP: Enfoque de género
Introducción a la Unidad 3, Criterios generales de la Responsabilidad Social Universitaria (RSU)
Course: API Basics 2: Build a Blog (REST, URLs & HTTP Requests)
Modules:
API Basics 2 Quiz(REST, URLs & HTTP Requests)
Course: Natural Language Processing with Probabilistic Models
Modules:
Intro to Course 2, Week Introduction, Overview, Autocorrect, Building the model, Building the model II, Minimum edit distance, Minimum edit distance algorithm, Minimum edit distance algorithm II, Minimum edit distance algorithm III, Week Conclusion
Week Introduction, Part of Speech Tagging, Markov Chains, Markov Chains and POS Tags, Hidden Markov Models, Calculating Probabilities, Populating the Transition Matrix, Populating the Emission Matrix, The Viterbi Algorithm, Viterbi: Initialization, Viterbi: Forward Pass, Viterbi: Backward Pass, Week Conclusion
Week Introduction, N-Grams: Overview, N-grams and Probabilities, Sequence Probabilities, Starting and Ending Sentences, The N-gram Language Model, Language Model Evaluation, Out of Vocabulary Words, Smoothing, Week Summary, Week Conclusion
Week Introduction, Overview, Basic Word Representations, Word Embeddings, How to Create Word Embeddings, Word Embedding Methods, Continuous Bag-of-Words Model, Cleaning and Tokenization, Sliding Window of Words in Python, Transforming Words into Vectors, Architecture of the CBOW Model, Architecture of the CBOW Model:   Dimensions, Architecture of the CBOW Model:   Dimensions 2, Architecture of the CBOW Model: Activation Functions, Training a CBOW Model: Cost Function, Training a CBOW Model: Forward Propagation, Training a CBOW Model: Backpropagation and Gradient Descent, Extracting Word Embedding Vectors, Evaluating Word Embeddings: Intrinsic Evaluation, Evaluating Word Embeddings: Extrinsic Evaluation, Conclusion, Week Conclusion
Course: Essential Linear Algebra for Data Science
Modules:
Introduction to the Course, Linear System and Definition, Three Solution Options and Coordinate System Visualization, Linear System -> Matrix (Coefficient and Augmented), Rules of G.E. and Solving a Linear System, G.E. Intuition and Simple Example, G.E Example - Single Solution Part 1, G.E Example - Single Solution Part 2, G.E Example - Single Solution Part 3 + Meaning, G.E. Example - Infinite Solutions, G.E. Example - No Solutions, G.E. Advanced Example - Part 1, G.E. Advanced Example - Part 2
Matrix Algebra Sum, Matrix Algebra Scale + Identity Overview, Matrix Multiplication + Small Example, Matrix Multiplication - General Rules, Matrix Multiplication Example, Identity Matrix + Example
Introduction to Vectors + Coordinates, Introduction to Linear Combinations, Linear Combinations, Linear Combinations Example, Span, Span Example, Ax = b, Linear Independence, Linear Independence Example Part 1, Linear Independence Example Part 2, Columns of a Matrix Being Linearly Independent, Linear Transformations, Linear Transformations Example, Matrix Inverse, Matrix Inverse Example
Determinant Intro and 2x2 Example, Inverse of 2x2 Matrix - Quick Method, Determinant of 3x3 Matrix - Overview, Determinant of 3x3 Matrix - Example with 1st Row, Determinant of 3x3 Matrix - Example with 2nd Row, Eigenvalue and Eigenvector - Overview, Finding Eigenvector if Given Eigenvalue, Characteristic Polynomic - Finding Eigenvalues
Transpose and Inner (Dot) Product, Norm (Length) of a Vector, Unit Vector Creation, Distance Between Two Vectors, Orthogonal Vectors, Orthogonal Projections Part I, Orthogonal Projections Part II, Least Squares Overview, Least Squares Example
Course: Pre-MBA Quantitative Skills: Data Analysis
Modules:
About the Specialization, Meet the Professor, About this Course
Weekly with Weston... and Rountree, Negative Numbers, Order of Operations, Exponents and Roots, Logarithms - Basics, Logarithms - Properties and Examples, The Natural Log, Introduction to Functions, Quadratic Functions, More Complicated Functions and Properties, Functions of Many Variables
Weekly with Weston... and Rountree, Changes in Growth Rates, Systems of Equations, Systems of Equations - Example, Breakeven Analysis, Series and Limits, Describing and Using Data Overview, Measures of Central Tendency, Measures of Spread and Dispersion, Looking for Data - Whisker Charts, Scatterplots and Relationships, Making Histograms in Excel
Weekly with Weston... and Rountree, Basic Probability Postulates, Conditional Probability, Distribution as a Benchmark, Distribution as a Benchmark - Example, The Normal Distribution, The Normal Distribution - Examples, Confidence Interval and Margin of Error, Confidence Interval and Margin of Error - Example, Hypothesis Tests, Statistical Significance, Demystifying Data Analytics, Demystifying Data Analytics (Advanced), Classification Models, Conjoint Analysis, AI and Machine Learning
Weekly with Weston... and Rountree, Plane Ups and Downs Solution, Rountree He-Haw BBQ - Solution, SquareTree Corp - Solution, Uncle Dave - Solution, Houston Foodmart - Solution, Mr. Keith - Solution
Course: Nouveaux modèles économiques des associations
Modules:
Introduction du MOOC, Ce qui vous attend dans le module 1, Laurence Tiennot-Herment, AFM-Téléthon, Chantal Mainguené, Môm’artre, André Dupon, Vitamine T, Frédérique Pfrunder, Mouvement Associatif, Bastien Engelbach, La Fonda, Jean-Benoît Dujol, DJEPVA, Charles-Benoît Heidsieck, Le Rameau, Anne-Claire Pache, ESSEC Business School, Prenons du recul, Allons plus loin - Histoire, Allons plus loin - Partie 1, Allons plus loin - Partie 2, Passons à l'action
Ce qui vous attend dans ce module, Laurence Tiennot-Herment, AFM-Téléthon, Chantal Mainguené, Môm’artre, André Dupon, Vitamine T, Thibaut Guilluy, ARES, Sylvain Reymond, Pro Bono Lab, Corine Romeu, CABV, Charles-Benoît Heidsieck, Le Rameau, Arthur Gautier, ESSEC Business School, Prenons du recul, Allons plus loin - Partie 1, Allons plus loin - Partie 2, Allons plus loin - Partie 3, Allons plus loin - Partie 4, Passons à l'action
Ce qui vous attend dans ce module, Laurence Tiennot-Herment, AFM-Téléthon, Chantal Mainguené, Môm’artre, André Dupon, Vitamine T, Marie Trellu-Kane, Unis-Cité, Bernard Devert, Habitat & Humanisme, Brigitte Giraud, Union Nationale des CPIE, Charles-Benoît Heidsieck, Le Rameau, Anne-Claire Pache, ESSEC Business School, Prenons du recul, Allons plus loin - Partie 1, Allons plus loin - Partie 2, Allons plus loin - Partie 3, Passons à l'action
Ce qui vous attend dans ce module, Laurence Tiennot-Herment, AFM-Téléthon, Chantal Mainguené, Môm’artre, André Dupon,Vitamine T, Laurence Jones, Paris Initiative Entreprise, Cécile Leclair, Avise, Denis Dementhon, France Active, Caroline Germain, ADASI, Prenons du recul, Allons plus loin - Partie 1, Allons plus loin - Partie 2, Passons à l'action
Course: Introduction to Microsoft Copilot
Modules:
Welcome to the deep dive into Microsoft Copilot specialization, Get ready to unlock AI with Copilot, The Impact of Copilot On How We Work, How Copilot learns and adapts, Copilot in Business, Unlock AI with Copilot in Microsoft Dynamics 365, Copilot in action: A day in the life, Understanding The AI Technology Behind Copilot
Take advantage of Microsoft Copilot, Setting up Copilot for Yourself and Your Team, Setting up Copilot for Your Team, Setting up Copilot for you and your team in Microsoft Dynamics 365, Setting up Copilot for your team in Microsoft Dynamics 365, How Copilot works with your existing data, Unlock Efficiency in the O365 Applications: Copilot in Action Part 1, Unlock Efficiency in the O365 Applications: Copilot in Action Part 2, Unlocking Efficiency: Copilot 365 in Action Part 1, Unlocking Efficiency: Copilot 365 in Action Part 2, Unlocking Efficiency: Copilot 365 in Action Part 3, Unlocking Efficiency: Copilot 365 in Action Part 4, Unlock efficiency in the Microsoft Dynamics 365 applications: Copilot in action part 1, Unlock efficiency in the Microsoft Dynamics 365 applications: Copilot in action part 2, Hands-on Activity: Using Data to Gain Insights for a Presentation
Engineer your prompts to get the most out of Microsoft Copilot, Elements of an Effective Prompt, Crafting Effective Prompts to O365 Copilot, Iterating on Prompts, Prompt Limitations and Privacy
Course: Specialty Topics: Biology Across Disciplines
Modules:
Course 4 Introduction, Art as Foundational to Biology, Art to communicate Biology, The STEAM movement
How does biological research work?
In the beginning..., Tiny Humans, The Fountain of Youth
Epistemological beliefs about science, Application: Evaluating Biology in the News
Closing thoughts
Course: Designing Effective Science Communication
Modules:
Course Introduction and Welcome, Introduction to Learning Sciences, Learning Theories, Human Cognition and Difficult Topics, Applying Learning Engineering to Outreach
Best Practices for Public Speaking: Style, Best Practices for Public Speaking: Content, Interview Best Practices with Julie Poppen, CU Boulder News Director
Common Pitfalls in Science Versus General Public Writing, Types of Public Facing Articles, Interview with Hillary Rosner, Science Journalist and Editor
Introduction to Educational Technology, Social Media for Science Communication, Learning Analytics, Interview with Jim Slotta, Professor of Education
The Arts as a Bridge in SciComm, STEAMing Ahead: Connections at the Interface of Science and the Arts, Interview with Sarah Adkins-Jablonsky, Agar Artist (Paintings with Bacteria), Wrapping Up: Where do we go from here?
Course: Planning a Machine Learning Project
Modules:
Planning a Machine Learning Project
Course: The Teacher's Social and Emotional Learning
Modules:
Introduction to the Specialization, Course Introduction Video, Instructional Introduction - Randy and Dan, Every Kid Needs a Champion - Rita Pierson
Instructional Introduction - Randy
Instructional Introduction - Randy and Dan
Instructional Introduction Video – Randy and Dan, Attentive Love - Lure of Learning in Teaching - Dan
Instructional Introduction Video – Randy and Dan, Angela Lee Duckworth - Grit: The Passion and Perseverance, Angela Lee Duckworth - Character Traits
Course: Fundamentals of Semiconductor Characterization
Modules:
Semiconductor Characterization Specialization Overview, Welcome to Semiconductor Characterization, Introduction to This Course
1.1.1: Energy Bands, 1.1.2: Carrier Statistics, 1.1.3: Drift Velocity and Mobility, 1.1.4: Optical Properties
1.2.1: P-N Junction Diodes, 1.2.2: Diode I-V Characteristics
1.3.1: MOS Capacitors, 1.3.2: Oxide Charges, 1.3.3: Flat-Band Voltage, 1.3.4: Flat-Band Capacitance, Video: Course Wrap-up
Course: Security Best Practices in Google Cloud 日本語版
Modules:
スタートガイドにようこそ
モジュールの概要, サービス アカウント、IAM ロール、API スコープ, ラボの概要: VM サービス アカウントとスコープの設定、使用、監査, Coursera: Google Cloud と Qwiklabs を使ってみる, 仮想マシンへの接続, 外部 IP を持たない VM への接続, OS ログイン, 組織のポリシーの制御, Shielded VM, Confidential VMs, Certificate Authority Service, Certificate Authority Service が提供するもの, Compute Engine のベスト プラクティス, モジュールの復習
モジュールの概要, Cloud Storage の IAM 権限と ACL, クラウドデータの監査, 署名付き URL とポリシー ドキュメント, CMEK と CSEK を使用した暗号化, ラボの概要: Cloud Storage で顧客指定の暗号鍵を使用する, ラボの概要: Cloud Storage および Cloud KMS における顧客管理の暗号鍵の使用, Cloud HSM, デモ: Cloud HSM における鍵の使用と検証, BigQuery の IAM ロールと承認済みビュー, ラボの概要: BigQuery の承認済みビューを作成する, ストレージのベスト プラクティス, モジュールの復習
モジュールの概要, アプリケーション セキュリティの脆弱性の種類, Web Security Scanner, ラボの概要: Security Command Center を使用してアプリケーションの脆弱性を特定する, 脅威: ID と OAuth のフィッシング, Identity-Aware Proxy（IAP）, ラボの概要: BeyondCorp Enterprise で Compute Engine アプリケーションを保護する, Secret Manager, ラボの概要: Secret Manager で認証情報を構成して使用する, モジュールの復習
モジュールの概要, Kubernetes / GKE の概要, 認証と認可, クラスタの強化, ワークロードの保護, モニタリングとロギング, モジュールの復習
Course: Capstone: Create your own professional journalistic portfolio
Modules:
Pick a topic for your Capstone news report, Formats for news reports
Gathering information for your Capstone news report, What are sources?, Rules for dealing with sources
Interviews, Interview preparation, Executing interviews
Putting together your newsgathering, Using quotes effectively, Multimedia and you, Developing leads
It's time to do it!, The takeaway
Course: Intimacy of Creativity: Entering the Minds of Composers
Modules:
Introduction and Course Overview, 1.1 Telling a Story through Music, 1.2 Brahms and Romanticism, 1.3 What is a Melody?, 1.4 Opening Theme Analysis, 1.5 Understanding Melodic Shape - Octave Displacement, 1.6 What is Development?, 1.7 Continued Development of the Theme, 1.8 Inversion, 1.9 What is Form?, 1.10 Analysis of Section B Theme, 1.11 Relationship Between A and B Sections, 1.12 Quotation of the Main Theme and Final Thoughts
2.1 Beethoven and the Classical Period, 2.2 What is Harmony?, 2.3 What is Harmony? (cont.), 2.4 Analysis of Movement I Introduction, 2.5 Analysis of Movement I Introduction (cont.), 2.6 Long-Range Harmonic Analysis of Movement I Introduction, 2.7 Analysis of Movement II, 2.8 Analysis of Movement III, 2.9 Analysis of Movement IV
3.1 Musical Anarchy, 3.2 Establishing a New Order, 3.3 Harmonic Language of Movement II, 3.4 Structure of Movement II, 3.5 Analysis of Movement III, 3.6 Rhythmic Development of Movement III, 3.7 Discussion of Movements I and IV, 3.8 Performance
Course: Introduction to Accessibility and Universal Design
Modules:
Introduction to Accessibility and Universal Design, Instructor Introduction Video, Overview: Introduction to Accessibility, Introduction to Accessibility, Why Does Accessibility Matter, Introduction to Accessibility Governance, ADA and Education, WCAG and Education, Principle 1: Perceivable, Principle 2: Operable, Principle 3: Understandable, Principle 4: Robust, Recommended Accessibility Checklist Introduction, Weekly Overview: What Is Accessibility?
Weekly Introduction: Universal Design for Learning, Defining Universal Design for Learning, UDL Principles, UDL & Accessibility & WCAG, Executive Capacity, What is Scaffolding?, Equity vs Equality, Conclusion: Universal Design for Learning
Overview: Accessible Documents, Introduction to Accessible Documents, A Note about Colors and Fonts, Introduction to Creating an Accessible Document, Document Structure, Lists in Documents, Tables in Documents, Hyperlinks in Documents, Images in Documents, Exporting Document to PDF, Review of screencasts, Cognitive Load for Documents, Scaffolding in Documents, Examples of Accessible Documents, Conclusion: Accessible Documents
Overview: Accessible Presentations, Introduction to Accessible Presentations, Introduction to Creating an Accessible Presentation, Presentation Structure, Lists in Presentations, Tables in Presentations, Hyperlinks in Presentations, Visual Content in Presentations, Screencast Wrapup, Cognitive Load for Presentations, Scaffolding in Presentations, Examples of Accessible Presentations, Conclusion: Accessible Presentations
Weekly Introduction: Accessible Video, Introduction to Accessible Video, Example of Accessible Video, Cognitive Load for Video, Scaffolding for Video, Example of a Scaffolded Low-Cognitive Load Video, Conclusion: Accessible Audio & Video, Congratulations
Course: Veiculação de anúncios com o Meta
Modules:
Introdução ao Certificado Profissional de Marketing de Mídias Sociais do Facebook, Introdução ao curso Veiculação de anúncios com o Gerenciador de Anúncios do Facebook, Apresentação de Daniel Kob, Carreiras no marketing digital, Primeiros passos com o Gerenciador de Anúncios do Facebook, Ferramentas para anunciar no Facebook, Posicionamentos de anúncios, O leilão de anúncios do Facebook, Estrutura da campanha, Configure sua conta de anúncios, Como navegar pelo Gerenciador de Anúncios, Primeiros passos com o Gerenciador de Anúncios do Facebook – Conclusão
Determine o objetivo e o orçamento de sua campanha – Visão geral, Definir um objetivo para a campanha, Definindo os objetivos de sua campanha: exemplos, Determine o orçamento para sua campanha, Defina um orçamento no Gerenciador de Anúncios, Estratégias de lances de campanha, Determine o objetivo e o orçamento de sua campanha – Conclusão
Selecione o público, os posicionamentos e a programação – Visão geral, Introdução aos públicos no Gerenciador de Anúncios, Os três tipos de público, Públicos básicos, Introdução ao pixel do Facebook, Públicos personalizados, Públicos semelhantes, Escolha posicionamentos de anúncios no Gerenciador de Anúncios, Otimização e controle de gastos, Programe seu conjunto de anúncios, Estime o alcance do seu público, Selecione o público, os posicionamentos e a programação – Conclusão
Crie seus anúncios e avalie os resultados de campanha – Visão geral, Formatos de anúncio, Crie anúncios no Gerenciador de Anúncios, Edite e solucione problemas da sua campanha, Entenda o desempenho da campanha, Analise os resultados de sua campanha, Como o objetivo da campanha determina suas principais métricas, Crie seus anúncios e avalie os resultados de sua campanha – Conclusão
Crie uma campanha completa no Gerenciador de Anúncios do Facebook – Visão geral, Briefing para campanha no Gerenciador de Anúncios – Passo a passo, Criação de campanhas no Gerenciador de Anúncios – Passo a passo, Visão geral do projeto: Desenvolver uma campanha no Gerenciador de Anúncios do Facebook, Parabéns!
Course: Modelado de datos avanzado
Modules:
Introducción al modelado de datos avanzado, ¿Cómo se utiliza el modelado de datos en Meta?, Visión general del modelado de datos, Tipos de modelos de datos, Resumen: Normalización de modelos de bases de datos relacionales, Introducción a MySQL Workbench, Gestión de datos en MySQL Workbench, Modelado de bases de datos en MySQL Workbench, Resumen del módulo: Modelado y gestión de datos
Visión general del almacenamiento de datos, Arquitectura de los almacenes de datos, Estudio de caso: Proyecto de datos reales, Fundamentos del modelado de datos dimensional, Modelado de datos dimensional en la práctica, Resumen del módulo: Almacenamiento de datos
Visión general del análisis de datos, Minería de datos vs. aprendizaje automático, Visión general de la visualización de datos, Utilización de herramientas analíticas avanzadas para el análisis de datos, Importación y preparación de datos en Tableau, Filtrado y visualización de datos en Tableau, Creación de un panel principal interactivo, Resumen del módulo: Análisis avanzado de datos
Resumen del curso Modelado de datos avanzado, ¡Felicitaciones! Ha completado el curso Modelado de datos avanzado
Course: Cultural intelligence: Become a global citizen
Modules:
Course welcome and introduction, Week 1 outline, 1.1 Globalisation of business and people, 1.2 Drivers of global migration, 1.3 Working and living in the “Global Village”, Habit corner 1
Week 2 outline, 2.1 Rethink the concept of diversity, 2.2 Understand the concept of affinity: What do we share?, 2.3 “Cultural capital”
Week 3 outline, 3.1 Discovering one’s cultural intelligence, 3.2 Understanding multidimensional cultural values, 3.3 Developing one’s cultural intelligence at work
Week 4 outline, 4.1 Evaluating cultural environments, 4.2 Adapting to different cultural environments, 4.3 Managing culturally diverse teams
Week 5 outline, 5.1 Changing sense of belonging, 5.2 Understanding changes in traditional institutions, 5.3 Challenges to transnational communities and families
Week 6 outline, 6.1 Relating individual consumption and business behaviour to global sustainability, 6.2 Developing skills and competencies in promoting justice and fairness at global level, 6.3 Individual global mindset and ethical businesses
Course: التفاعل مع لغة البرمجة جافا سكريبت
Modules:
مقدمة, مراجعة نموذج كائن المستند إلى جانب البرمجة كائنية التوجه, المخرجات, المتغيرات, أنواع البيانات, المعامِلات والتعبيرات
الدوال, وضع الرمز, شكل المجلد / تنظيم الرمز الخاص بك, الأحداث, دوّن معي الرموز - الأحداث, "هذا", معرض الصور
مصفوفات لغة البرمجة جافا سكريبت, دوّن معي - المصفوفات, التكرار  في لغة البرمجة جافا سكريبت, آلية التحكم بالتدفق, مشاركة الرمز معي - دمج الحلقات والشروط, الشروط المطَورة, الأخطاء الشائعة
أشكال مبسطة, التحقق من صحة البيانات البسيط, مقارنة اثنان من المدخلات, مربعات الاختيار وأزرار الراديو, الخاتمة
Course: Evaluating Problems
Modules:
Thinking About Thinking, Logic, Induction, and Deduction, Problem Solving in Nature, Understanding the Vertebrate Brain, The Human Brain, The Bias of our Brains, Evaluating Complex Problems
Science and Truth, Ancient Graeco-Roman Problem Solving, Traditional Chinese Philosophy and Problem Solving, Enlightenment Approaches to Problem Solving, The Limits of Scientific Truth, Complex Problems Beyond Science, Culture and Problem Solving
The Scientific Method, The World of the Very Large, The World of the Very Small, The World We Build, The Artificial Brain, The Uses of Science
Statistics and Problem Solving, Probability, Using Statistics Effectively, Statistics and Management, Statistics and Economic Theory, Navigating Complex Systems
Problem Solving in the Humanities, Historians and Problem Solving, Evidence and Criminal Investigations, Law, Negotiation, and Problem Solving, International Law and Problem Solving, The Creative Arts and Problem Solving, Problem Solving Across Cultures, Science and the Humanities
The Problem of the Future, Human Complexity and Climate Stability, The Transition to a Sustainable Economy, Law and the Environment, The Politics of the Climate Crisis, The Nature of Artificial Intelligence, Evaluating the Anthropocene, The Final Assignment
Course: Construye un curso virtual desde cero
Modules:
5 pasos para construir un curso, ¿Cómo recopilar el conocimiento?, ¿Cómo hacer recursos virtuales?, Herramientas para crear recursos a bajo costo
Course: Build a Space Travel Website
Modules:
Design System Quiz
The Homepage Quiz
Navigation Quiz
The Destination Page Quiz
Tabs Quiz
Course: AI Materials
Modules:
Birth of AI: Calculator and Computers 1, Birth of AI: Calculator and Computers Part 2
AI recognizes: Texts, Images, and Objects, AI recognizes: Text, Images, and Objects
AI Emotion: Multi-Self Metaverse Era 01, New Video
AI learns Materials Processing Part 1, AI learns Materials Processing Part 2, AI learns Materials Processing Part 3
AI Materials Fab: Molecular Printing, Particle Amplifier and 3D Printing (Part 1), AI Materials Fab: Molecular Printing, Particle Amplifier and 3D Printing (Part 2), AI Materials Fab: Molecular Printing, Particle Amplifier and 3D Printing (Part 3)
AI Materials Imaging: Materials Face Reading (Part 1), AI Materials Imaging: Materials Face Reading (Part 2)
AI Materials Imaging: Structure & Property Images, AI Materials Imaging: Materials Design and Machine Learning, AI Materials Imaging: Materials Design and Machine Learning
Course: Applied Public History: Places, People, Stories
Modules:
Welcome! Introducing the Course, Describing a historic place: interview with Matthew Bristow (Historic England / Victoria County History), Historic Building Case Study: interview with Matthew Bristow (Historic England / Victoria County History), Discovering Old Maps (Interview with Dr Matt Shaw, Librarian, IHR Wohl Library), Layers of London and Crowdsourced Deep Mapping
Youth Club Archive, Red Boxes: Victoria County History, Syrian Oral Histories: Interview with Waseem Albahri
History and Art: reflections on creative collaboration, Interview with Illustrator Tom Woolley, Creative Mapping Masterclass
#RememberHer: Interview with Amy Todd, Haringey Peace Forum: Interview with John Hinshelwood, History Workshop Online
Layers of London: History of My School and other crowdsourced projects, Victoria County History: Ibstock
Media Engagement: Insights from the 'Being Human' Festival, Evaluating your project: reflections from our partners
Course: Diabetes – the Essential Facts
Modules:
Welcome to the course, What is diabetes?, Who has diabetes?, Who is at risk?
What role does exercise play?, What role does nutrition play?, What role does overweight and obesity play?
Can we cure diabetes?, Surgery, drugs and microchips, How to fight the global epidemic
Course: Introducción a la mecánica de suelos
Modules:
Bienvenida al curso
Introducción del curso, Definiciones y propiedades de índice, Clasificación USCS, Ejercicio 1: Suelo, Ejercicio 2: Suelo, Ejercicio 3: Suelo
Tensiones en el suelo, Tensiones efectivas, Tensiones inducidas, Ejercicio 1: Tensiones en la masa de suelo, Ejercicio 2: Tensiones en la masa de suelo
Flujo unidimensional, Estimación de permeabilidad, Medios anisotrópicos, Gradiente hidráulico, Flujo bidimensional, Ejercicio 1: Flujo unidimensional y flujo bidimensional, Ejercicio 2: Flujo unidimensional y flujo bidimensional, Ejercicio 3: Flujo unidimensional y flujo bidimensional
Consolidación unidimensional, Teoría de consolidación 1D de Terzaghi, Ejercicio 1: Consolidación, Ejercicio 2: Consolidación
Resistencia al corte de los suelos, Ejercicio 1: Resistencia al corte, Ejercicio 2: Resistencia al corte, Ejercicio 3: Resistencia al corte
Cierre del curso
Course: The Rise of Generative AI
Modules:
Introduction to the Course, Meet Your Instructor, The Dawn of AI: The Birth and Early Milestones (1956-1964), Chatbots to Neural Networks: AI's Evolution (1964-1997), The Creative Leap: Introducing VAEs and GANs (2013-2014), Transforming AI: The Rise of Transformers and GPT-3 (2017-2018), The Art of AI: From GANs to Diffusion Models (2021-2022), GPT-4 and Beyond: Envisioning the Future of Generative AI (2023), Reflecting and Projecting: The Journey and Horizon of Generative AI
Course: Being a researcher (in Information Science and Technology)
Modules:
Introduction to the course and to the first week, What is science? What is scientific research?, Scientific progress and the progress of society, Research, innovation and public engagement
Introduction to research methodology, The scientific method: a historical perspective, Lesson learned from the history of science, The logic of scientific discoveries, The limits of discoveries, Experimental validation of research results
Introduction to research diffusion, Writing a research paper, The peer review process, The publication world, Other forms of diffusion, Towards open access
Introduction: am I fit for research?, Researcher in formation, Acquiring and mastering the necessary skills, The indipendent researcher
Introduction to evaluation, Evaluation of researchers in their career, Quantitative research evaluation via bibliometrics, Conclusion and recommendations
Introduction and some general principles, Additional general principles, Research ethics pragmatics, Topic specific ethical questions
Course: GIS, Mapping, and Spatial Analysis Capstone
Modules:
Introduction to the capstone project, Introduction to story maps, Building your first story map, Adding pop-ups to a story map
Advice and guidelines for writing your proposal
Evaluating data using metadata, Data dictionary, The importance of metadata, Viewing and editing metadata in ArcMap, Downloading and using GIS data, Adding x,y data from a table, Clipping a feature class, Merging feature classes, Interactive selection in ArcMap, Select by attribute, Queries and Venn diagrams, Select by location, Select by attribute and location in ArcMap, Mixing attribute and location queries, Reclassification and aggregation, Joining tables, Working with tables in ArcMap, Field calculations in tables
Vector buffers, Vector intersection and union, Constraint analysis, Areal interpolation, Spatial join, ArcToolbox introduction, Raster zones and regions, Raster mask and NoData cells, Local raster operators, Focal raster operators, Zonal raster operators, Global raster operators, Raster weighted overlay, Mosaic and aggregate tools, What is geoprocessing?, ModelBuilder example, Getting started with ModelBuilder
Design principles, Visual hierarchy, Contrast, Figure-ground relationship, Visual balance, Choropleth maps, Creating choropleth maps in ArcMap, Data classification for mapping, Data classification methods for mapping, Dot maps, Proportional symbol maps, Graduated symbol maps
Guidelines for your story map
Course: International Business Venturing Abroad
Modules:
Your Instructor, Introduction to International Business Venturing Abroad, Going Global, International Entry Decisions, Country Entry Timing, Country Selection Framework, Country Risk Assessment, Doing Business Abroad, Selecting a Country
Export Entry Overview, Successful Exporting, Direct Exporting, Indirect Exporting, Export Piggybacking, Successful importing
International Licensing, International Franchising, International Contract Outsourcing, International Management Contracts, International Turnkey Projects, Foreign Direct Investment, International Joint Ventures, International Mergers and Acquisitions, International Greenfield Entry
Deciding to Go Abroad, Preparing to Go Abroad, Living and Working Abroad, Coming Home from Abroad
Operating Abroad
Course: Construction aspects of Steel Buildings
Modules:
About the Specialization, About the Course, Connections in Buildings, Shear Connections, Moment Connections, Splice Connections, Design Action for Connections, Connections for Example Building, Design of Beam to Beam Connection - Part 1, Design of Beam to Beam Connection - Part 2, Design of Beam to Beam Connection - Part 3, Design of Beam to Column Connection, Design of Column Splice Connection - Part 1, Design of Column Splice Connection - Part 2, Design of Beam Splice Connection - Part 1, Design of Beam Splice Connection - Part 2
Types of industrial buildings based on functionality, Structural framing of an industrial building, Roofing and Wall Material, Loads and its evaluation, Cranes & Mezzanine floors, Design of Plate Girders - Part 1, Design of Plate Girders - Part 2, Features & Selection of Gantry Girders, Gantry Girder - Design Steps, Structural model, Analysis and Design Checks, Design of Structural Elements and Connections, Design of Laced Columns - Part 1, Design of Laced Columns - Part 2, Design of Laced Columns - Part 3, Design of Battened Columns - Part 1, Design of Battened Columns - Part 2, Design of Battened Columns - Part 3
Structural Drawing Planning, Structural Drawings, Fabrication Drawings and Procedures, Transportation for Structural Steel Construction, Erection Planning and Drawings, Erection of Structures, Inspections for structural steel construction, Good Design, Detailing and Construction Practices
Course: How to Build an Executive Presence
Modules:
Introduction to the Course & Meet Your Instructor, What is Executive Presence and How it Shows up in Board Rooms, How to Build Trust to Increase Influence, Mistakes Hurting Your Visibility, PDF Tool, How to Identify and Secure a Role in High-Visibility Projects, How to Identify Key Players and Their Power/Influence in Your Organization, Strategic Relationship Management, Identify Your Style of Leadership and Influence, Common Blind Spots, Develop Your Strategic Journey Map, Congratulations and Continuous Learning Journey
Course: Intermediate Object-Oriented Programming for Unity Games
Modules:
Course Introduction, Navigating a Coursera Course (optional), Meet the Instructor (optional), Lesson Introduction, What Are Exceptions?, Exception Handlers, Lesson Introduction, Streams, Text Files, Game Configuration Data Files, Using Game Configuration Data, PlayerPrefs
Lesson Introduction, What Is Inheritance?, Family and Inheritance, Money and Inheritance, Lesson Introduction, What Is Polymorphism?, Family and Polymorphism, Money and Polymorphism, The MonoBehaviour Class, Lesson Introduction, Disappearing Teddy Bears, Exploding Teddy Bears, Burning Teddy Bears
Lesson Introduction, Delegates and Event Handlers, UnityEvent and UnityAction, Fish Revenge, Adding an Event Manager, Refactoring Teddy Bear Destruction, Lesson Introduction, Menu Buttons, Adding a Simple Menu System, Adding a Menu Manager
Lesson Introduction, Dictionaries, The Event Manager, Menus, Basic Gameplay, Part 1, Basic Gameplay, Part 2, Full Gameplay, Sound, Configuration Data, Finishing Up
Lesson Introduction, Rock and Roll, What is a Chair?, Network Layers, Abstraction in Code, Lesson Introduction, Designing the Class, Fields and Properties, One Constructor, Another Constructor, Method, Lesson Introduction, Method Headers, Parameters and How They Work, Passing Objects as Parameters, Lesson Introduction, Designing the Class, Fields and Properties, Method, Using in a Game, Lesson Introduction, The Char Data Type, String Basics, String Operations, Unity Text, Lesson Introduction, Audio Basics, Adding an Audio Manager
Course: Cognition sociale
Modules:
Bande-annonce, Bienvenue, Introduction au module 1, Introduction à la cognition sociale et aux neurosciences sociales, Histoire de la cognition sociale et des neurosciences sociales, Un cerveau social ?, Origine du cerveau social chez l'humain, Interview : Le cerveau social chez l'animal, Comportement et mouvements oculaires, Electroencéphalographie, Imagerie fonctionnelle, Neuropsychologie, Mesurer les différences interindividuelles, Conclusion du module 1
Introduction au module 2, Comment perçoit-on les visages, Traitement holistique vs analytique, Qu'est-ce qui rend le visage humain si spécial ?, Expertise et traitement de visage, Interview : La prosopagnosie, Les yeux et le regard, Attention conjointe, Contact visuel, Conclusion du module 2
Introduction au module 3, Théorie de l'esprit, Raisonnement sur les états mentaux d'autrui, "Le test de Sally Anne" : vidéo de la Radio Télévision Suisse, L'empathie et ses multiples facettes, Empathie, sympathie, compassion, Interview : Empathie dans la vie de tout les jours, Autisme et cognition sociale, Conclusion du module 3
Introduction au module 4, L'identité et le concept de soi, Importance du self, Soi et agentivité, Soi et incarnation, Soi et mémoire, Interview :  Soi et contact social, Conclusion du module 4
Introduction au module 5, Qu'est-ce que l'attachement?, Différents styles d'attachement parent-enfant, Interview : Attachement et développement, Attachement à l'âge adulte, L'amour, Quand l'interaction manque: le cas de l'exclusion, Mécanismes de coopération, Prise de décision sociale : partie 1, Prise de décision sociale : partie 2, "Le jeu de l'ultimatum": vidéo de la Radio Télévision Suisse, Conclusion du module 5
Introduction au module 6, La cognition en contexte culturel, Le cerveau social comme origine de la culture, Culture chez les espèces non-humaines, Différence interculturelle dans la perception des visages et du regard, Interview :  Importance du contexte culturel dans la perception sociale, Culture et identité sociale, Différence interculturelle dans la prise de décision sociale et l'attachement, Perspectives en cognition sociale, Conclusion du module 6, Conclusion générale
Course: Managing an Agile Team
Modules:
Managing with Agile, A Successful Practice of Agile?, Unpacking the Jobs of Software Development, David Bland on Agile & Lean Startup, Agile at Spotify: Part 1, Agile at Spotify: Part 2, Facilitating Alignment, The Business Model Canvas - Proposition Design & Revenue Drivers, The Business Model Canvas - Customer Experience, The Business Model Canvas - Business Model Type & Cost Drivers, Achieving Alignment, Introducing the Corporate Innovation Canvas, Using the Google Slides Templates, Your Agile Team Charter, Scrum Fundamentals: Roles, Scrum Fundamentals: Phases, Scrum Fundamentals: Burndown, XP Fundamentals: Learning and Deciding, XP Fundamentals: Building and Managing, Kanban Fundamentals
Your ATM: The Learning Machine, Learning Antipatterns, Good Inputs, Good Collaboration, David Chait on Learning What’s Valuable, Agile Methodologies and the Job of Learning, Skit: Grooming the Story Map, The Limits of Good Inputs, Bill Wake on Acceptance Testing, Valuable Decisions, Slicing the Lasagna, Managing Work in Progress: Part 1, Managing Work in Progress: Part 2, The Quagmire of Estimation, the Power of Flow, Demo: Using Trello for Agile, Bill Wake on Estimates and Prioritization, Greg Cohen on User Stories, Bill Wake on Burndown, Greg Cohen on Prioritization, Agile Methodologies and the Job of Deciding, Skit: Iteration Planning
Building Software with Agile, The New Awesome: The Jobs of Testing & Releasing, XP on Writing Software: Part 1, XP on Writing Software: Part 2, Bill Wake on YAGNI, Bill Wake on Integrated QA, Generative AI and the Job of Building, The Agile Manager, Creating an Agile-Friendly Environment, Skit: A Developer at Work, Bill Wake on Self-Organization, Bill Wake on Support Escalations, International and Distributed Teams, Skit: Retrospective #6, Agile Teams Meet Waterfall Processes, Greg Cohen on Software Development, Agile Product Teams Meet Big Customer, Working with Big Customers: Keeping the Initiative, Working with Big Customers: Accommodating Customer Variations, Roadmaps & Stakeholder Management, Managing to Outcomes, Skit: Big Meeting with Marla, David Chait on Using Data with Clients
Getting Started, Yael Grushka-Cockayne on Transitioning from Traditional Project Management, Spotify: Scaling Agile, Salesforce: The Big Plunge, Yael Grushka-Cockayne on Project Managers and Agile, Final Thoughts
Course: Trade, Immigration and Exchange Rates in a Globalized World
Modules:
Globalization and its discontents, What determines the value of a currency?, Some key indicators that drive currency values and an illustration, Special cases: commodity currencies; reserve and safe haven currencies, How do exchange rates affect the economy?, How can governments intervene to influence the value of the currency?, Contradictory government objectives, Different exchange-rate regimes and the world´s key currencies by turnover, Yen, Euro and Pound Sterling; Yuan and Rupee, the Dollar, Conclusions
Introduction, assumptions and terminology, Production possibilities curve, The model: Absolute advantage, Partial equilibrium analysis, The benefits of free trade, The effect of tariffs, Does anyone lose from trade?, Can free trade still be seen as beneficial?, The WTO and global free trade, Trends since WWII: globalization followed by protectionism, What would more protection do to the world?
Introduction, Basic components, Practical Exercise, What does a current-account deficit or surplus mean? Part 1, What does a current-account deficit or surplus mean? Part 2, Why do countries have current-account deficits or surpluses?  Part 1, Why do countries have current account deficits or surpluses? Part 2, What do current account imbalances mean, and how can they be corrected?, The Current Account and National Growth Models, The Current Account and National Growth Models, The Global Growth Model, Conclusions
Introduction, Migration as part of globalization, How does migration affect the economy? Part 1, How does migration affect the economy? Part 2, Causes for opposition, Why is there so much opposition to immigration?, Current issues, objections and responses, Migration:objections and responses, How globalization affects trade and immigration, Conclusions: Is globalization to blame for stagnant lower- and middle-class incomes?, Globalization is worth fighting for!, Final comments
RECAP: TRADE, IMMIGRATION AND EXCHANGE RATES IN A GLOBALIZED WORLD, PROJECT INSTRUCTIONS, PROJECT FEEDBACK: SPAIN 2004-2018, CAPSTONE CONCLUSIONS
Course: Introduction to Computer Vision
Modules:
Meet Your Instructor, Common Image Types, Image Function, Image Function Operations, Linear Transform, Homogeneous Coordinate, Homogeneous Transformation
Compare Pixels, Compare Many by Features, Image Moment, Similarity vs Distance, Pixels to Distributions, Cross Entropy, Cross Correlation in 1D, Cross Correlation as Matrix Multiplication, Up vs Down, Math of Cross Correlation
Motivation, Multiple Coordinate Systems, Multiple Viewing Planes, Multiview Projection, 3D Translation, 3D Rotation, Camera Translation, Camera Rotation
Extrinsic Matrix, Pinhole Camera Model, Intrinsic Matrix, Motivation for Epipolar Geometry, Basic Components of Epipolar Geometry, Essential Matrix
Course: Comprendre l'écologie, pour une économie innovante
Modules:
Bienvenue dans ce MOOC !, 1.1 - Gaz à effet de serre : de quoi parle-t-on ?, 1.2 - Océans et climat, 1.3 - Augmentation des températures : pourquoi est-ce si grave ?, 1.4 - Gaz à effet de serre : qu’attend–on pour agir ?, 1.5 - Trois questions à Jean Jouzel, expert du climat, 1.6 - Trois questions à Brice Lalonde, expert des négociations internationales
2.1 - De l’énergie épuisable à l’énergie renouvelable ?, 2.2 - La controverse de la sobriété énergétique, 2.3 - La pénurie énergétique est-elle crédible ?, 2.4 - La gouvernance de l’énergie  (Partie 1), 2.4 - La gouvernance de l’énergie (Partie 2), 2.5 Le « grid »
3.1 - La biodiversité, 3.2 - Une biodiversité inimaginable, 3.3 - La nature est-ce utile ?, 3.4 - La nature est-elle à vendre ?, 3.5 - Les océans et le droit, 3.6 - 3 questions à Gilles Boeuf, expert de la biodiversité
4.1 - L’insoutenabilité d’un modèle de développement, 4.2 - Comment sortir de l'impasse du modèle économique dominant ? (partie 1), 4.2 - Comment sortir de l'impasse du modèle économique dominant ? (partie 2), 4.3 - La consommation durable, 4.4 - Comment l'industrie peut-elle s'adapter ?, 4.5 - L'innovation technologique au service de la planète, 4.6 - Trois questions à Guillaume Sainteny, expert de la fiscalité écologique
5.1 - Santé et environnement, une vieille histoire, 5.2 - Santé et environnement, les grandes suspicions, 5.3 - Les défis classiques du droit de l’environnement, 5.4 - Le défi de l’écologie pour le modèle de participation, 5.5 - 3 questions à Dominique Bourg, expert de la démocratie participative, 5.6 - 3 questions à Marc Mortureux, expert des enjeux de santé publique