dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Villes africaines: Environnement et enjeux de développement durable
Modules:
Introduction: l'interview, Introduction au cours, Accès à l'eau potable, Assainissement urbain eaux usées et excréta, Assainissement pluvial, Accès à l'eau potable et assainissement dans une ville secondaire au Tchad, Cadre législatif, règlementaire et institutionnel, Interview de la semaine
Caractérisation des déchets solides, Cadre législatif, règlementaire et institutionnel, Organisation de la filière de gestion, Vers une approche de gestion des déchets adaptée, Financement de la gestion des déchets solides, Interview de la semaine
Définitions et fonctions de l'agriculture urbaine, Formes de l'agriculture urbaine, Le développement de l'élevage urbain, Réutilisation des eaux usées dans l'agriculture urbaine, Enjeux fonciers de l'agriculture urbaine, Interview de la semaine
Définition des concepts, L'eau, l'homme et la maladie, Profil sanitaire des populations, Environnement physique et santé, Environnement socio-économique et santé, Interview de la semaine, Conclusion
Sujets et déroulement de la semaine, Bibliographie additionnelle
Course: Building Your Career in Music: Developing A Brand and Funding Your Music
Modules:
Welcome!
What You Can Expect To Learn In This Lesson, Developing Your Identity, Vision, and Intention, Musicianship = Entrepreneurship, How to Become a More Effective Band Leader
What You Can Expect To Learn In This Lesson, Building Your Fanbase, The Art of Networking, Partnering With Brands
What You Can Expect To Learn In This Lesson, Choosing The Right Producer, Establishing A Vision and Intention for Your Record, Setting Up a Simple Recording Budget, Case Study: Do You Need A Producer?
What You Can Expect To Learn In This Lesson, 5 Tips for Turning Your Band into a Business, Crowdfunding: Pre Launch, Crowdfunding: Post Launch, Case Study: Successful Crowdfunding
What do I do next?
Course: Business Analytics for Decision Making
Modules:
Introduction to the Course, 0. What is Cluster Analysis, 1. Data Reduction and Unsupervised Learning, 2. Preparing Data and Measuring Dissimilarities, 3. Hierarchical and k-Means Clustering, 4. Cluster Analysis with Excel, 5. Cluster Analysis with XLMiner
0. Risk Analysis and Monte Carlo Simulation, 1. Adding Uncertainty to a Spreadsheet Model, 2. Defining Output Variables and Analyzing the Results, 3. Using Historical Data to Model Uncertainty, 4. Models with Correlated Uncertain Variables, 5. Creating and Interpreting Charts, 6. Using Average Values versus Simulation
0. Optimization and Decision Making, 1. Formulating an Optimization Problem, 2. Developing a Spreadsheet Model, 3. Adding Optimization to a Spreadsheet Model, 4. What-if Analysis and the Sensitivity Report, 5. Evaluating Scenarios and Visualizing Results to Gain Practical Insights, 6. Digital Marketing Application of Optimization
0. Advanced Models for Better Decisions, 1. Business Problems with Yes/No Decisions, 2. Formulation and Solution of Binary Optimization Problems, 3. Metaheuristic Optimization, 4. Chance Constraints and Value At Risk, 5. Simulation Optimization
Course: Introduction to Archaeology: Archaeology as Activism
Modules:
Meet The Professor, 1.0 Introduction to Archaeology as Activism
2.0 Introduction to Archaeology as Antiracism, 2.1 Archaeology and A History of Racial Bias, 2.2 Scenes from "Archaeology In The Time of Black Lives Matter", 2.3 Approaches to an Antiracist Archaeology, 2.4 Phases of Building an Antiracist Archaeology, 2.5 Case Study in Antiracist Archaeology: Greenwood District, Tulsa
3.0 Introduction to Dynamic Coastal Environments of The Past and Present, 3.1 Environmental Archaeology as Applied Archaeology, 3.2 Pacific Coastal Guatemala Today, 3.3 African Pastoralists Today, Contemporary Uses of Maya Cave Systems
4.0 Introduction Archaeological Sites in The Present: Cultural Heritage, 4.1 What is Cultural Heritage, 4.2 Museums and Public History Part 1, 4.3 Museums and Public History Part 2, 4.4 Communicating Results, 4.5 Community Based- Research, 4.6 Cultural Heritage Archaeology in Texas
5.0 Introduction to Questioning Categories in The Past, 5.1 Progress, 5.2 Humanity, 5.3 Hierarchy, 5.4 Gender, 5.5 Oppression/ Inequality
The Final Dig: Closing Remarks on Archaeology as Activism Closing
Course: Improving Your Statistical Questions
Modules:
Lecture 1.1: Improving Your Statistical Questions, Lecture 1.2: Do You Really Want to Test a Hypothesis?, Lecture 1.3: Risky Predictions
Lecture 2.1: Falsifying Predictions in Theory, Lecture 2.2: Setting the Smallest Effect Size Of Interest, Lecture 2.3: Falsifying Predictions in Practice
Lecture 3.1: Justifying Error Rates, Lecture 3.2: Power Analysis, Lecture 3.3: Simulation
Lecture 4.1: Mixed Results, Lecture 4.2: Intro to Meta-Analysis, Lecture 4.3: Bias Detection
Lecture 5.1: Computational Reproducibility, Lecture 5.2: Philosophy of Science in Practice, Lecture 5.3: Scientific Integrity in Practice
Graded Final Exam
Course: Food & Wine Pairing
Modules:
Instructor's Notes Module #1
Instructor's Notes Module #2, Food Journal Example
Instructor's Notes Module #3
Instructor's Notes Module #4
Final Quiz, Pairing Practical
Course: Google Meet - 日本語版
Modules:
コースの概要, アジェンダ
Google Meet の概要
Google Meet を利用する, ビデオ会議を開始する, アクティビティ 1 についての説明, ビデオ会議に参加する, アクティビティ 2 についての説明, 進行中の会議に参加者を追加する
Google Meet でコラボレーションする, 音声と動画を管理する, Meet のコントロールを使う, 参加者を表示してチャットする, 会議のレイアウトを変更する, Google カレンダーの予定オプション, アクティビティ 3 についての説明, コンパニオン モードを使用する, 会議でリソースを提示し、共有する
Google Meet の主催者向けの管理機能, 主催者用ボタン, 主催者用ボタンを事前構成する, 参加者とやり取りする, 会議を録画する, アクティビティ 4 についての説明, 会議をライブ配信する, ホワイトボード機能
ビジネス上の課題の概要, ビジネス上の課題, まとめ
Course: Community Awareness: What is a Socially Just University
Modules:
Introduction to this Community Awareness Course, Pre-Course Survey
Interview with Susan Dynarski
Interview with Alec Gallimore
Interview with Stephanie Hicks, Stephanie Rosen and Whitney Peoples
Interview with Stephanie Fryberg and Earl Lewis
Interview with Tabby Chavous and Anne Curzan
Interview with Joana Dos Santos and Robert M. Sellers
Final Thoughts, Post Course Survey
Course: Security & Safety Challenges in a Globalized World
Modules:
Introduction to the course, How to succeed in your online class?
Global Challenges, Wicked Problems, Crowdsourcing Exercise
What is Safety and Security?, What Are We Protecting?, Risk Management, Risk Management: Critiques and Alternatives, Recap and Outlook
A Multi-level Perspective on Security and Safety, A Multi-actor Perspective on Security and Safety, The Three-step Approach: Explore, Understand, Do
Safety case: Kursk Submarine Disaster (I), Safety case: Kursk Submarine Disaster (II), Security Case: Boston Marathon Bombing, Security And Safety Case: Bhopal Disaster (I), Security and Safety Case: Bhopal Disaster (II)
Expert Interview: Chief Information Security Officer, Expert Interview: Director Corporate Communication, Expert Interview: Managing Director
Case Study: Explore, Understand, Do, What Have We Learned?
Course: IT Infrastructure and Emerging Trends
Modules:
Personal Introduction, Course Overview, 1.1-1a Features of the Cloud Part 1, 1.1-1b Features of the Cloud Part 2, 1.1-2 Considerations in Cloud Adoption, 1.1-3 Cloud Computing Realizations, 1.1-4 Terminal Services, 1.1-5 Virtualization, 1.2-1 SaaS PaaS IaaS, 1.2-2 SaaS, 1.2-3 IaaS PaaS, 1.3-1 Public, Private, and Hybrid Clouds, 1.3-2 Data Center, 1.3-3 Fog Computing
2.1-1 Basics of Wireless Communications, 2.1-2 How Wireless Systems Work, 2.1-3 How Cellular Networks Work, 2.2-1 Applications of Mobile Technologies, 2.2-2 Short Range Communications: Barcodes & QR Codes, 2.2-3 Short Range Communications: RFID, NFC, & Bluetooth, 2.2-4 Local Area Networks, 2.2-5 Long Range Communications, 2.2-6 Summary of Mobile Technologies, 2.3-1 What's Special about Mobile?, 2.3-2 Mobile Marketing: Data Insights, 2.3-3 Mobile Marketing: Mobile Experiments, 2.3-4 Pricing Issues, 2.3-5 Pricing Experiments
3.1-1 Threats and Attacks, 3.1-2 Software Attacks Part 1, 3.1-3 Software Attacks Part 2, 3.2-1 Cyber Defense, 3.2-2 Shared Private Key Encryption, 3.2-3 Public Key Encryption, 3.2-4 Cyber Defense Systems, 3.2-5 Encryption Benefits, 3.3-1 Cyber Security Best Practices, 3.3-2 Vulnerability Disclosure Process, 3.3-3 Future of Data Security
4.1-1 Blockchain: The Basics, 4.1-2 Blockchain and Bitcoin, 4.1-3 The Cryptography Behind Bitcoin, 4.1-4 Bitcoin Mining, 4.2-1 Creating Smart Contracts with Blockchain, 4.2-2 Do You Need a Blockchain?, 4.2-3 Blockchain Mining Rigs
Project Overview
Course: Gestão de Dados Científicos
Modules:
Apresentação do curso, Palavra Institucional (com Sergio Firpo)
Ciência Orientada a Dados, A Crise da Reprodutibilidade, A Importância da Proveniência dos Dados, O que é Gestão de Dados Científicos?, Modelos de Gestão de Dados Científicos, A Importância da Gestão de Dados Científicos (com Mike Frame), Boas Práticas de Gestão de Dados Científicos (com Vivian Hutchison), O que é um Plano de Gestão de Dados Científicos?, Qual o Escopo de um Plano de Gestão de Dados Científicos?, Como descrever os Dados?, Como referenciar Pessoas e Dados?, Credibilidade, Legitimidade e Relevância, Princípios FAIR e CARE, Criando um Plano de Gestão de Dados Científicos
Encerramento do Curso
Course: Escudo Digital: Ciberseguridad para datos y sistemas
Modules:
Bienvenida, Programa del curso, Políticas y lineamientos de calificación, Políticas de Coursera
Bienvenida, Conceptos básicos y definiciones, Vulnerabilidades y Riesgos, Amenazas y Modelos, Marcos de Modelos de Amenazas, Defensa en Profundidad, Controles de Seguridad, Modelos de Madurez, Roles de Seguridad en la Organización, Estrategias y Métricas, Gobierno de la Seguridad de la Información
Introducción al Malware, Infección de malware, Tipos de Malware, Ransomware, Sistemas de detección de Malware, Controles tipo SandBox, Origen del Malware en el Software, Buenas prácticas en el desarrollo de software, Análisis Estático SAST, Análisis Dinámico DAST
Introducción a Redes, Modelos de redes, Capa Física, Capa de Enlace de Datos, Capa de Red, Capa de Transporte de Datos, Capa de Aplicación, Comunicación Segura, Tipos de Cifrado, Infraestructura de Llave Pública
Buscando en la web, Seguridad en la web, Protocolos HTTP y HTTPS, Metabuscadores, Gestión de Cookies, DNS, Gestión de contraseñas, autenticación y MFA, Suplantación y técnicas de Phishing, Internet profunda e internet oscura, Conviértete en anónimo
Ingeniería social, Técnicas de ingeniería social, Redes Sociales, Riesgos y amenazas en redes sociales, Buenas prácticas para el usuario, Buenas prácticas para la empresa, Búsquedas sensibles, Los Principios de Cialdini, Phishing and Spear Phishing, Medidas de mitigación
Encuesta, Muchas Felicidades
Course: Transformer Models and BERT Model - 繁體中文
Modules:
變換器模型與 BERT 模型：總覽, 變換器模型與 BERT 模型：研究室逐步操作說明
Course: الاقتصاد الجزئي: قوة الأسواق | Microeconomics
Modules:
التعرف على اقتصاد السوق والاقتصاد الجزئي, الندرة (Scarcity), مفهوم الكفاءة، الميزة التنافسية (Competitive Advantage), المقصود ب(Marginal cost) و(Marginal Revenue) و(Marginal Benefit), مفهوم العرض والطلب (Supply and Demand), العوامل المؤثرة على منحنيات العرض والطلب, المرونة في الأسواق (Market Elasticity) - الجزء الأول, المرونة في الأسواق (Market Elasticity) - الجزء الثاني, فائض المستهلك (Consumer Surplus) وفائض المنتج (Producer Surplus), تدخل الحكومة في اقتصاديات السوق (Government Intervention)
Course: Discrete Optimization
Modules:
Course Promo, Course Motivation - Indiana Jones, challenges, applications, Course Introduction - philosophy, design, grading rubric, Assignments Introduction & Any Integer
Knapsack 1 - intuition, Knapsack 2 - greedy algorithms, Knapsack 3 - modeling, Knapsack 4 - dynamic programming, Knapsack 5 - relaxation, branch and bound, Knapsack 6 - search strategies, depth first, best first, least discrepancy, Assignments Getting Started, Knapsack & External Solver, Exploring the Material -  open course design, optimization landscape, picking your adventure
CP 1 - intuition, computational paradigm, map coloring, n-queens, CP 2 - propagation, arithmetic constraints, send+more=money, CP 3 - reification, element constraint, magic series, stable marriage, CP 4 - global constraint intuition, table constraint, sudoku, CP 5 - symmetry breaking, BIBD, scene allocation, CP 6 - redundant constraints, magic series, market split, CP 7 - car sequencing, dual modeling, CP 8 - global constraints in detail, knapsack, alldifferent, CP 9 - search, first-fail, euler knight, ESDD, CP 10 - value/variable labeling, domain splitting, symmetry breaking in search, Graph Coloring, Optimization Tools, Set Cover
LS 1 - intuition, n-queens, LS 2 - swap neighborhood, car sequencing, magic square, LS 3 - optimization, warehouse location, traveling salesman, 2-opt, k-opt, LS 4 - optimality vs feasibility, graph coloring, LS 5 - complex neighborhoods, sports scheduling, LS 6 - escaping local minima, connectivity, LS 7 - formalization, heuristics, meta-heuristics introduction, LS 8 - iterated location search, metropolis heuristic, simulated annealing, tabu search intuition, LS 9 - tabu search formalized, aspiration, car sequencing, n-queens, Traveling Salesman
LP 1 - intuition, convexity, geometric view, LP 2 - algebraic view, naive algorithm, LP 3 - the simplex algorithm, LP 4 - matrix notation, the tableau, LP 5 - duality derivation, LP 6 - duality interpretation and uses
MIP 1 - intuition, relaxation, branch and bound, knapsack, warehouse location, MIP 2 - modeling, big-M, warehouse location, graph coloring, MIP 3 - cutting planes, Gomory cuts, MIP 4 - convex hull, polyhedral cuts, warehouse location, node packing, graph coloring, MIP 5 - cover cuts, branch and cut, seven bridges, traveling salesman, Facility Location
Scheduling - jobshop, disjunctive global constraint, Vehicle Routing
Large Neighborhood Search - asymmetric TSP with time windows, Column Generation - branch and price, cutting stock
Course: European Business Law: Competing in Europe
Modules:
Welcome to the Course, Brand and Trademark Strategy, Trademark Law and Global Harmonization, Introducing European Trademark Law, Obtaining and managing EU Trademark Protection, Safeguarding EU Trademark Protection, A Practitioner's View- Kristina Fredlund
Patents as a Strategic Tool, European Patent Protection, Protecting a Solution to a Problem, Capitalizing from your Patent, Antitrust Infringement and Patent Misuse, A Practitioners View- Maria Stenbäck
Introduction to European Competition Law, Why Competition Law?, Defining the Market, Anti-competitive behaviour Part I, Anti-competitive behaviour Part II, A Practitioners View- Marcus Glader
Abusing a Dominant Position, Merging Businesses, Competition Procedure, Inquiries and Investigations by the Commission, Penalties and Sanctions, A Practitioners View- Marcus Glader
What is State Aid?, How to Control State Aid, Services of General Economic Interest, The Framework of Selling to the State, Publications to Contract Signing, Environmental and Social Clauses, A Practitioner's View- Martin Levinsohn
Introduction to Advocacy and Legal writing, Writing a Persuasive Legal Memorandum Part I: Laying the Foundation, Writing a Persuasive Legal Memorandum Part II: Substance, Structure and Style, Keys to Maximizing Persuasion, Crafting a Persuasive Oral Argument, A Practitioner's View- Rosa Kim
Course: Erfolgreich Verhandeln: Strategien und Fähigkeiten
Modules:
Kursziel und Spielplan, Einführung in die University of Michigan
Soll ich verhandeln?, Eine positionsbasierte oder interessenbasierte Verhandlung, Eine Streitbeilegung oder eine geschäftliche Verhandlung?, Analyse der Verhandlung, Ihre BATNA in einer Streitbeilegungsverhandlung, Verwendung von Entscheidungsbäumen bei der Durchfühung Ihrer BATNA-Analyse, Interkulturelle Verhandlungen, Umgang mit ethischen Fragen, Allgemeine ethische Standards, Verwendung von Vertretern in Verhandlungen
Die Gegenpartei kennenlernen, Einsatz von Macht in Verhandlungen, Einführung in psychologische Tools; Mythische Nullsummenannahme; Fixed Pie Assumption, Psychologische Tools: Ankern, Psychologische Tools: Selbstüberschätzung, Psychologische Tools: Rahmung, Psychologische Tools: Verfügbarkeit, Psychologische Tools: Eskalation, Psychologische Tools: Gegenseitigkeit, Kontrast-Prinzip und Gesamtbildperspektive
Ansichten zu Verträgen, Quellen zum Vertragsrecht, Erstellung von Verträgen: Die Vereinbarung, Erstellung von Verträgen: Entgelt und Rechtmäßigkeit, Erstellung von Verträgen: Schreibtechnische Anforderungen, Geschäftliche vs rechtliche Ziele bei der Auftragsvergabe
Streitverhütung, ADR-Konzepte, ADR-Tools, Schlichtung, Schlichtung (Abschluss), Vermittlung, Vermittlung (Abschluss), Überprüfung und Bewertung der Vertragsausführung
Einführung in die Verhandlungsübung, Verhandlungsbesprechung: Verhandlungsplanung, Verhandlungsbesprechung: Verhandlungsplanung (Abschluss), Verhandlungsbesprechung: Verhandlungstaktik, Verhandlungsbesprechung: Psychologische Tools, Verhandlungsbesprechung: Psychologische Tools (Abschluss), Verhandlungsbesprechung: Den Vertrag erstellen und ausführen, Verhandlung: „Building a larger Pie“ (den Kuchen vergrößern)
Abschlussprüfung: Anweisungen und Ehrenkodex, Einige wichtige Erinnerungen, Post-course Survey (English)
Course: Thermodynamique : fondements
Modules:
La thermodynamique, de quoi s'agit-il ?, Introduction au MOOC collaboratif, Système, action en surface, typologie - Ekam, Chaleur et travail - Ekam, Etat, grandeurs et différentielles - Bréchet, Premier principe - Bréchet, Travail, chaleur et oscillateur harmonique - Bréchet, Expérience 1
Deuxième principe - Bréchet, Température, pression, potentiel chimique - Bréchet, Systèmes simples - Bréchet, Equation et diagramme d'état - Ekam, Expérience 2
Equilibre thermique et transfert thermique - Bréchet, Equilibre mécanique et transfert mécanique - Bréchet, Equilibre chimique et transfert de matière - Bréchet, Equilibre - Bréchet, Expérience 3
Relations fondamentales - Bréchet, Transformations de Legendre - Bréchet, Potentiels thermodynamiques - Bréchet, Evolution d'un système couplé à un réservoir - Bréchet, Relations de Maxwell - Bréchet, Expérience 4
Course: Establishing Product-Market Fit
Modules:
Introducing Our Course
What is Product-Market Fit?, The Product-Market Fit Pyramid, The Market, The Product, Understanding the Value Proposition, The Product-Market Fit
Identifying Underserved Customer Needs, What is a Customer Need?, Understanding Customers, Customer Beneﬁt Ladders, Importance versus Satisfaction, Gap Analysis, Jobs to be Done, House of Quality & QFD, Using the Frameworks
Determining Your Target Customer, Searching for Customers, Segmenting Your Market, Buyers versus Users, Technology Adoption Life Cycle, Creating Your Personas
Deﬁning Your Value Proposition, Saying “No”, Value Propositions Example, Building Your Value Proposition, Future Value Propositions
Specifying Your Feature Set, Writing User Stories, Prioritizing Features, Understanding Return on Investment, Deciding on Your MVP
Creating Your Prototype, What’s an MVP?, Marketing versus Product Tests, Quantitative Tests versus Qualitative Tests, Fidelity for Prototypes, Wizard of Oz
Testing Your MVP with Customers, How Many Customers is Enough?, In-Person versus Virtual User Testing, How to Find Users to Test, Structuring the User Test, Asking the Right Questions
Introduction, Persevere, Pivot, or Quit?
Summary
Course: Business Implications of AI: Full course
Modules:
Just your coffee pot, What it can and what it cannot...yet, Low pain, high gain, Where do we often find AI today...and why?
Haven´t tried this one yet?, Getting up to speed fast, Neural Networks...from a business leader´s point of view, Patterns are worth something, Making a small thing bigger
Why now?, Don´t turn your cat into a monster, Pitfalls and people to involve, Software or hardware?, Piggy-backing, or not
AI and disruption then?, The expert on AI, consequences…and work processes, Let the hunt begin
Course: المشروع المتقدم حول تطبيق Android
Modules:
مقدمة إلى الدورة التدريبية, إعداد المشروع, تخطيط تجربة المستخدم (UX) وواجهة المستخدم (UI), ملخص الوحدة: بدء المشروع
دفق إعداد المستخدم, دفق المستخدم لطلب الطعام, ملخص الوحدة: وظائف المشروع
ملخص الدورة التدريبية للمشروع المتقدم, عملية إرسال التطبيق إلى متجر Play Store, إنشاء التطبيق واختباره, إعداد التطبيق لإرساله, تهانينا، لقد أكملت المشروع المتقدم!
Course: Environmental Hazards and Global Public Health
Modules:
Environmental Hazards and Global Public Health, Introduction to Air Pollution, Key Concepts in Air Pollution, Controlling Air Pollution, Criteria Air Pollutants, Challenges in Air Pollution, Introduction to Water Pollution, Key Concepts in Water Pollution, Controlling Water Pollution, Key Water Pollutants
Radon, Noise, Introduction to Solid Waste, Solid Waste Disposal Methods, Solid Waste - How Does the U.S. Compare?, Introduction to Hazardous Waste, A Foundational Hazardous Waste Event, Hazardous Waste Disposal Methods
Introduction to Urbanization, Introduction to Urban Health, Introduction to Population Pressure, Introduction to Global Health, Demographic and Epidemiologic Transitions
Introduction to Built Environment, Levels of Built Environment to Consider, Community Design, Active Transportation, Recap on Environmental Hazards and Global Public Health
Course: Google Cloud DevOps Fundamentals
Modules:
Introduction to the Course, Meet Your Instructor, What you will learn in this lesson, Understanding DevOps, DevOps Lifecycle and it's Components, DevOps Lifecycle and it's Components Part 2, What you will learn in this lesson, What is GCP, GCP Components, GCP Services
What you will learn in this lesson, What is CI/CD, Configuring and Managing CI/CD Pipeline, Automated Testing and Quality Assurance, What you will learn in this lesson, Implementing effective monitoring and alerting with Stackdriver, Logging and Error Handling, Real World Case Studies - Highlighting Successful DevOps Implementations
Course: Foundation to Multi-Cloud
Modules:
Introduction to Foundation to Multi-Cloud, Introduction to Cloud Computing, Fundamentals of Cloud Computing, What is Multicloud?, MultiCloud Architecture and Design, Cloud Service Providers and Offerings, Conclusion to Cloud Computing
Introduction to Kubernetes and Containers, What is Containerization?, Container Orchestration, Container Networking, Basics of K8s and Architecture - Part 1, Basics of K8s and Architecture - Part 2, Threat Modeling in Kubernetes - Part 1, Threat Modeling in Kubenetes - Part 2, K8s Service offering Overview in different Cloud Vendors, AKS Hands-on - Part 1, AKS Hands-on - Part 2, AKS Hands-on - Part 3, Deployment and Resource Provisioning, Conclusion to Kubernetes and Containers
Introduction to Terraform, What is Terraform?, Creating Setting of Terraform on Local Machine - Part 1, Creating Setting of Terraform on Local Machine - Part 2, Introduction to Terraform Blocks, Implementation of Provider Block - Part 1, Implementation of Provider Block - Part 2, Create EC2 Instances - Part 1, Create EC2 Instances - Part 2, Create EC2 Instances - Part 3, VPC creation with Terraform - Part 1, VPC creation with Terraform - Part 2, Terraform Block, Overview of Cloud Networking, Cloud Federation, Cloud Bursting, Conclusion to Terraform, Conclusion to Foundation to Multi-Cloud
Course: Creating Infographics with GenAI for Marketing
Modules:
Welcome to the Course
The Power of Infographics: Advantages and Applications, Beyond the Hype: Limitations and Considerations
AI Tools for infographics: ChatGPT and Piktochart, Leveraging AI Tools: Streamlining Content and Design, AI-Powered Content and Design: Crafting Infographics for Impact
Deconstructing the Process: Understanding Your Subject Matter, Design Fundamentals for Infographics: Crafting Clarity and Impact, Refining and Polishing: Feedback, Iteration and Finalization, Hands-On Activity: Walkthrough
Course: Big Data Analysis with Scala and Spark
Modules:
Introduction, Logistics, What You'll Learn, Data-Parallel to Distributed Data-Parallel, Latency, RDDs, Spark's Distributed Collection, RDDs: Transformation and Actions, Evaluation in Spark: Unlike Scala Collections!, Cluster Topology Matters!
Reduction Operations, Pair RDDs, Transformations and Actions on Pair RDDs, Joins
Shuffling: What it is and why it's important, Partitioning, Optimizing with Partitioners, Wide vs Narrow Dependencies
Structured vs Unstructured Data, Spark SQL, DataFrames (1), DataFrames (2), Datasets
Course: L’Egitto prima e dopo i faraoni. Dalla nascita dello Stato (3000 a.C. ca.) alle prime comunità cristiane (IV secolo d.C.)
Modules:
1.1 Narmer e l’unificazione dell’Egitto, 1.2 L’Antico Regno ovvero l’età dei faraoni-dei
2.1 Il Medio Regno o l’età aurea della letteratura egiziana antica, 2.2 Il Nuovo Regno: quando l’Egitto diventa un impero
3.1 “Vedo cose meravigliose”: l’importanza della scoperta della tomba di Tutankhamon, 3.2 L’Età Tarda e la questione della lingua egiziana
4.1 Gli ultimi faraoni: da Alessandro Magno a Diocleziano”, 4.2 La nascita di un nuovo linguaggio figurativo: la cosiddetta “arte copta”, Special Lesson Accademia D'Egitto in Rome
Course: Identifying, Monitoring, and Analyzing Risk and Incident Response and Recovery
Modules:
Risk Management Process: Risk Visibility and Reporting, Risk Management Process: Creating a Risk Register, Risk Management Process: Risk Register Risk Management Steps, Risk Management Process: Key Terms, Risk Management Process: Key Terms, Risk Management Process: Risk Assessment, Risk Management Process: Preparation Steps, Risk Management Process: Step 2b, Risk Management Process: Quantitative Analysis, Risk Management Process: Qualitative Analysis, Risk Management Process: Step 3, Risk Management Process: Risk Treatment, Risk Management Process: Risk Avoidance, Risk Management Process: Type of Audits
Security Assessment Activities: Participate in Security and Test Results, Security Assessment Activities: Potential Problems, Assessment Activities: Security Gateway Types, Security Assessment Activities: Potential Security Issues, Security Assessment Activities: Penetration Testing, Security Assessment Activities: White Box / Hat, Security Assessment Activities: Reconnaissance, Security Assessment Activities: DNS Zone Transfers, Security Assessment Activities: Network Mapping Techniques, Security Assessment Activities: Firewalking, Security Assessment Activities: Active Penetration
Monitoring Systems: Monitoring Terminology, Monitoring Systems: IDS/IPS, Monitoring Systems: Implementation Issues for Monitoring, Maintain Monitoring Systems: Sample Questions, Maintain Monitoring Systems: Attacker Motivations, Maintain Monitoring Systems: Logging, Maintain Monitoring Systems: Log Anomalies, Maintain Monitoring Systems: Log Retention, Monitoring Systems: Compliance, Monitoring Results: Security Baseline, Monitoring Results: SSE-CMM, Monitoring Results: Potential Uses of Server Log Data
Incident Handling: Incident Response, Incident Handling: Preparation, Incident Handling: Training, Incident Handling: Communication Planning, Incident Handling: The Incident Response Team, Incident Handling: IDS and IPS, Incident Handling: Intrusion Detection Techniques, Incident Handling: Anti-Malware Systems, Incident Handling: Packet Sniffers, Incident Handling: SSL Decryption Devices, Incident Handling: Records, Incident Handling: Delaying Containment, Incident Handling: Containment, Eradication, and Recovery
Forensic Investigation: Crime Scene, Forensic Investigation: General Guidelines, Forensic Investigation: Hash Algorithms, BCP and DRP: Emergency Response, BCP and DRP: Comparing BCP and DRP, BCP and DRP: Business Impact Analysis, BCP and DRP: Recovery Time Objective, BCP and DRP: BIA, BCP and DRP: Business Continuity Activity, BCP and DRP: Disaster Recovery Planning, BCP and DRP: Related Documents, BCP and DRP: Multiple Processing Sites, BCP and DRP: Backup and Redundancy Implementation, BCP and DRP: Off-Site Storage, BCP and DRP: RAID Levels, BCP and DRP: RAID Levels, BCP and DRP: Testing and Drills, BCP and DRP: Full Interruption Testing
Risk Response Recovery and Incident Management Case Study
SSCP Exam Information
Course: Digital Media and Strategic Planning in Technology Markets
Modules:
Strategic Planning Process, Value Propositions, Identifying and Studying the Competition, Defining Substitutes and Threat Level
Porter's 5-Forces Model, S.W.O.T. Analysis, Boston Consulting Group Matrix, Perceptual Maps
Lean Canvas, Minimum Viable Product, Launch Planning
Content Marketing, BMW Films, SEO
Social Media Strategy, Facebook and Instagram, Youtube Strategy, Pinterest, Twitter and LinkedIn, TikTok, Blogs and Podcasts, Influencer Strategy, Ford Fiesta
Paid Search, How to D.I.Y. Google Ads, Video Marketing, Direct/Email Marketing
Course: Introduction to Git and GitHub
Modules:
Course Introduction, Intro to Module 1: Version Control, Keeping Historical Copies, Diffing Files, Applying Changes, Practical Application of diff and patch, What is version control?, Version Control and Automation, What is Git?, Installing Git, Installing Git on Windows (Optional), First Steps with Git, Tracking Files, The Basic Git Workflow, Anatomy of a Commit Message, Module 1 Wrap Up: Intro to Version Control
Intro to Module 2: Using Git Locally, Skipping the Staging Area, Getting More Information About Our Changes, Deleting and Renaming Files, Undoing Changes Before Committing, Amending Commits, Rollbacks, Identifying a Commit, What is a branch?, Creating New Branches, Working with Branches, Merging, Merge Conflicts, Module 2 Wrap Up: Using Git Locally
Intro to Module 3: Working with Remotes, What is GitHub?, Basic Interaction with GitHub, What is a remote?, Working with Remotes, Fetching New Changes, Updating the Local Repository, The Pull-Merge-Push Workflow, Pushing Remote Branches, Rebasing Your Changes, Another Rebasing Example, Best Practices for Collaboration, Module 3 Wrap Up: Working with Remotes
Intro to Module 4: Collaboration, A Simple Pull Request on GitHub, The Typical Pull Request Workflow on GitHub, Updating an Existing Pull Request, Squashing Changes, What are code reviews?, The Code Review Workflow, How to Use Code Reviews in GitHub, Managing Collaboration, Tracking Issues, Continuous Integration, Module 4 Wrap Up: Collaboration, Congratulations!, Sneak Peek of the Next Course
Course: Launch Your Online Business
Modules:
What is Your Online Business?, What is Your Online Business?  Part 2, Open Your Business Bank Account, Meet the Business Owners, Zoom Chat: "Introduction to Black Monarchy", Zoom Chat: "Introduction to Classic Knot", Zoom Chat: "Introduction to Stitch Buffalo", Zoom Chat: "Introduction to Elle James", Zoom Chat: "Introduction to Zandra Beauty", It’s All About Your Customers, It’s All About Your Customers Part 2, Zoom Chat: "Now Is The Time To Go Online" with Courtney from Elle James, Zoom Chat: "Targeting Your Customers" with Phylicia from Black Monarchy, Zoom Chat: "The Many Uses Of A Pitch Deck" with Phylicia From Black Monarchy, Creating Your Brand, Zoom Chat: "Defining a Brand" with Courtney from Elle James, Creating Your Brand Part 2, Zoom Chat: "Social Change as Part of Your Brand" with Zandra from Zandra Beauty, What Makes Your Business Different From Your Competitors?, What Makes Your Business Different From Your Competitors?  Part 2, Zoom Chat: "Telling Your Story" with Phylicia from Black Monarchy
Website Launch Overview, Zoom Chat: "Your Website Can Sell More Than Your Products" with Zandra from Zandra Beauty, Decisions to be Made, Decisions to be Made Part 2, Zoom Chat: "Choosing a Web Platform" with Courtney from Elle James, Zoom Chat: "Choosing a Web Platform"-Continued, with Courtney from Elle James, Design & Copy, Design & Copy Part 2, Design & Copy Part 3: Assignment Instructions, Photography, Photography Part 2
Getting Into Production, Getting Into Production Part 2, Behind the Scenes, Behind the Scenes Part 2, Zoom Chat: "Tracking Orders in a Small Business" with Shelden of Classic Knot, Before You Go Live, Before You Go Live Part 2, Before You Go Live Part 3, Developing Your Brand Launch KPI's, Zoom Chat: "Keeping Up With Google" with Courtney from Elle James, Developing Your Brand Launch KPI's Part 2, Zoom Chat: "The Importance of Your Pitch Deck" with Phylicia from Black Monarchy
Keeping Up Your Shop, Zoom Chat: "Tracking Inventory As You Grow" with Dawne from Stitch Buffalo, Keeping Up Your Shop Part 2, Zoom Chat: "Listening to the Customer" with Zandra from Zandra Beauty, Keeping Up Your Shop Part 3, Marketing & Sales Part 1, Zoom Chat: "How Social Media Drives Sales" with Dawne from Stitch Buffalo, Marketing & Sales Part 2, Marketing Channels, Content Marketing, Content Marketing Part 2, Zoom Chat: "Growing Your Customer Base" with Courtney from Elle James, PR Overview, Create a Press Release, Media Pitch, Zoom Chat: "Alternate Ways to Use Your Social Media" with Dawne from Stitch Buffalo, Zoom Chat: "Gaining Confidence" with Phylicia from Black Monarchy
Course: Designing Larger Python Programs for Data Science
Modules:
Course Introduction: Moving on to Larger Programs, Software Engineering vs. Data Analysis, Random Story: Planning, Random Story: from Parsing to Blank Types, Random Story: from Blank Types to Categories, Random Story: from Categories to Backreferences
Poker Project Introduction
Rules of Poker
Poker Unknown Cards (Future Cards)
Course: Principles of Computing (Part 1)
Modules:
Principles of Computing, Introduction, Required Python Knowledge, Coding Style and Standards, Python Modules, Machine Grading, Mini-project Video, CodeSkulptor, Saving in CodeSkulptor, Beyond CodeSkulptor (15:12) (optional video)
The Importance of Testing, Testing, Plotting, Grids, Mini-project Video
The Importance of Probability, Basics of Probability, Expected Value, Monte Carlo Methods, Objects and References, Mini-project Video
The Importance of Combinatorics, Enumeration, Permutations and Combinations, Combinatorics and Password Breaking, Debugging, Mini-project Video
The Importance of Counting, Counting and Sums, Functions: Finding the Max, Higher-order Functions, Plotting Statement Counts, Mini-project Video
Course: Dynamic Programming, Greedy Algorithms
Modules:
What Are Divide and Conquer Algorithms?, Max Subarray Problem Using Divide and Conquer, Karatsuba’s Multiplication Algorithm, Master Method Revisited, FFT Part 1: Introduction and Complex Numbers, FFT Part 2: Definition and Interpretation of Discrete Fourier Transforms, FFT Part 3: Divide and Conquer Algorithm for FFT, Application # 1 : Fast Polynomial Multiplication using FFT, Application # 2: Data Analysis using FFT
Introduction to Dynamic Programming + Rod Cutting Problem, Rod Cutting Problem: Memoization, Coin Changing Problem, Knapsack Problem, When Optimal Substructure Fails, Dynamic Programming:  Longest Common Subsequence
Introduction to Greedy Algorithms, Greedy Interval Scheduling, Prefix Codes, Huffman Codes, Huffman Codes: Proof of Optimality
Decision Problems and Languages, Polynomial Time Problems, NP Definition, NP Completeness and Reductions, NP Complete Problems: Examples, Computation and Physics, Qubits and Operations, Bell's Inequality, Grover's Search Algorithm
Course: Desarrollo de Videojuegos 3D en Unity: Una Introducción
Modules:
Video: Introducción al desarrollo de videojuegos 3D en Unity, Video: Introducción al curso, Video: Introducción al manejo de versiones, Video:  Uso del editor para crear escenas 3D, Video: Descripción del estado inicial del juego
Video: Introducción al módulo 2, Video: Simulación física en un juego 3D en Unity, Video: Introducción a Shaders, parte 1, Video: Introducción a Shaders, parte 2, Video: Cámara 3D
Video: Introducción al módulo 3, Video: Propiedades en C#, Video: Atributos en C#, Video: Delegados y Eventos, Video: Comportamiento en el ejemplo, Video: Comportamiento en el ejemplo 2, Video: Sonido en Unity
Video: Introducción al módulo 4, Video: Elementos de interfaz en un juego 3D, Video: Información global del juego, Video: Analytics en Unity 5, Video: Versión Kongregate (Depreciado)
Video: Introducción al módulo 5, Video: Pitch y trailer, Video: Cierre del curso y oportunidades hacia adelante
Course: Blockchain Opportunity Analysis for Global Commerce
Modules:
Course Introduction, Instructor Introduction, Blockchain Transformations for Every Industry, Practitioner Perspective: Rob Carter, Executive VP and CIO, FedEx, How to Use the Blockchain Case Commons, Practitioner Perspective: Mihai Alisie, Co-founder of Ethereum, CEO at AKASHA
Module Overview: Problems that Blockchain Can and Cannot Solve, Rob Carter, Executive VP and CIO, FedEx, Ana Trbovich, Co-founder and COO at Grid Singularity, Will Harborne, Director of Operations at Ethfinex, Oleg Fomenko, Co-founder of Sweatcoin, Yaniv Neu-Ner, Founder at Counter, Siddharth Singhal, APAC Business Development & Strategic Relations at R3, Practitioner Perspective - Hariton Korizis, Co-founder & Chief Architect at ResonanceX, How to Use a Decision Matrix
Module Overview: Positioning, Practitioner Perspective: Rolf Hoefer, Keyless Technologies
Module Overview: Business Model Innovation, Practitioner Perspective: Ana Trbovich, Co-founder and COO at Grid Singularity
Preparing Your Final Deliverable, Course Wrap-up, Specialization Close
Course: Flutter: Developing Cross-Platform Mobile Apps
Modules:
Course Introduction, Module Overview, The Significance of Flutter, Flutter Resources and IDEs, Installing & Configuring Flutter, App Planning, Functionality, and User-Focused Design, Module Summary
Module 2 Overview, The Role of Flutter Widgets, Using and Customizing the Flutter Widget Catalog, Using Stateful and Stateless Widgets, Module Summary
Module Overview: Dart Code, Dart Code Essentials, Mastering Dart Fundamentals, Utilizing Dartpad, Working with Strings in Dart, Dart Iterables and Iterators, Collections in Dart, Module Summary
Module Overview: UI Concepts, Introduction to UI Design Principles, Screen Orientation, Layout, and Constraints, Spacing and Padding in Flutter, Implementing and Customizing Sliders, UI and UX Principles and Applications, Module Summary
Module Overview: Testing and Problem-Solving, Implementing Automated Testing, Test Types, Continuous Integration Testing Services, Diagnosing and Resolving Common Issues, Debugging and Resolving Code Errors, Hot Reload, Performing Hot Reload, Module Summary, Congratulations!
Course: Inglés Empresarial: Gestión y Liderazgo
Modules:
Introduction, 1.1 Tendré que armar mi equipo en seguida, 1.3 Direct and Indirect Approaches, 1.5 More on the Indirect Approach, 1.8 Summarizing Basics, 1.12 Making Direct and Indirect Requests, 1.14 Week 1 Review
2.1 La pasta de dientes del futuro, 2.3 Effective Meeting Practices, 2.6 Conference Calling, 2.8 Future Tense Contractions, 2.12 Writing Effective Summaries, 2.14 Week 2 Review
3.1 El orden del día, 3.3 Handling Interruptions, 3.5 Conference Calling Tips for the Non-Native Speaker, 3.7 Phrases to interrupt/Hold the floor, 3.11 Infinitives and Gerunds, 3.13 Week 3 Review
4.1 El informe de situación, 4.3 Writing Effective Emails, 4.5 Communicating Status Reports, 4.8 Business Communication/Concise Language, 4.12 Reading Numbers, 4.14 Week 4 Review: Part 1, 4.15 Week 4 Review: Part 2
5.1 Como un entrenador, 5.3 Coaching and Mentoring, 5.5 Effective Teaming, 5.8 First Conditionals, 5.12 Phrases for Active Listening and Feedback, 5.14 Week 5 Review
6.1 Review Video 1 Optional Email Peer Review, 6.2 Review Video 2 Optional Email Peer Review
Course: Six Sigma Tools for Analyze
Modules:
Measurement System Analysis Part 1, Measurement System Analysis Part 2
Process Analysis Tools, Eliminating Waste, 5S, FMEA Part 1, FMEA Part 2, FMEA Part 3
Root Cause Analysis, 5 Whys, Process Mapping, Force Field Analysis, Matrix Charts, 8D Problem Solving Video with 8D Form in Resources
Characteristics of Probability Distributions, Calculating Probabilities Using the Normal Distribution, Calculating Probabilities in the Normal Distribution: Example Problems, The Binomial Distribution, Binomial Distribution Calculations, Binomial Distribution Calculations: More Examples, Common Versus Special Cause Variation
Course: Attention Mechanism - Deutsch
Modules:
Aufmerksamkeitsmechanismus: Übersicht
Course: COVID-19 Contact Tracing
Modules:
SARS-CoV-2 Virus, Natural History of SARS-CoV-2​, Risk Factors for Severe Disease​, Diagnosing COVID-19, Transmission of SARS-CoV-2, Why Stopping Transmission is So Important, Summary of COVID-19
Contact Tracing for COVID-19 Prevention, Defining Case, Contact, Isolation, and Quarantine, Calculating Isolation and Quarantine Duration, Identifying High-Risk Situations, Summary
The Basic Steps, Observing Basic Case and Contact Calls, Summary
Contact Tracing as a Common Public Health Tool, Defining Privacy, Confidentiality, and Other Terms about Ethics, Balancing Public Good with Privacy, Autonomy, and Confidentiality, Rationale for Using Technology for Contact Tracing, Examples of Technology Used for Each Step, Summary
The Importance of Rapport, Tips for Effective Communication, Question Types and When to Use Them, Active Listening: Helping People Feel Heard, Bringing It All Together into One Communication Framework, Common Issues and Tips, Embracing Complexity, Addressing Process Complexities, Addressing People Complexities, Addressing Context Complexities, Summary
Final Assessment Instructions (Read Carefully BEFORE Final Assessment), COVID-19 Daily Roundup
Course: Cooking for Busy Healthy People
Modules:
Cooking for Busy Healthy People: Introduction, The Rationale for Cooking More at Home, What Do You Need in Your Kitchen?, Principle-Based Cooking, Shopping Tips for Planet-Friendly Home Cooking, The Anatomy of a Healthy Meal, Cooking with Variety and Moderation in Mind
Indian Tomato Chutney and Eggs, Cottage Cheese Cake, Oatmeal Breakfast Delight, Veggie Omelette, Dark Chocolate Bark, Almond Olive Oil Cake, How to Use a Whole Chicken
Meet the Chefs: Israel Garcia, Roasted Potatoes with Fresh and Dry Herbs, Fresh Quinoa Salad, Black Bean Soup with Fresh Pico De Gallo, Easy Creamy Corn Chowder Soup, Classic Chimichurri, Dal Salad with Spring Mix, Chickpeas with Coconut Milk, Egg and Avocado Toast, Watermelon Salad, Whole Wheat Spaghetti with Cauliflower and Mushroom Bolognese and Parmesan Cheese
Meet the Chefs: Jacopo Beni, Halibut, Peas Puree, Spicy Broccoli, Whole Wheat Spaghetti with Vegetables, Peach and Goat Cheese Salad, Tomato Gazpacho, Quinoa, Celery and Celery Leaves, Snapper Cooked Cartoccio Style, Winter Squash Soup, Spinach and Clams Risotto, Roasted Chicken with Mushrooms, Barley, and Basil Pesto, Roasted Beets with Tahini Pistachio Sauce, Salmon with Black Rice, Fennel, and Chard, Lamb with Couscous, Cumin Carrots,  Roasted Garlic Yogurt, Brussels Sprouts, and Pomegranate
Course: International and Cross-Cultural Negotiation
Modules:
Why Culture matters for negotiators ?, Defining "Culture", Prof. J. Brett on Culture and Negotiation, The multidimensionality of every negotiator, How to profile a culture (Part 1), How to profile a culture (Part 2), Cultural intelligence
Low-context VS High-context cultures (Part 1), Low-context VS High-context cultures (Part 2), Non-verbal communication across cultures, Monochronic VS Polychronic Cultures (Part 1), Monochronic VS Polychronic Cultures (Part 2), Global etiquette
The cross-cultural negotiator's dilemma (Part 1), The cross-cultural negotiator's dilemma (Part 2), Key factors to design an Adaptation Negotiating Strategy, 5 Adaptation Negotiating Strategies (Part 1), 5 Adaptation Negotiating Strategies (Part 2), Adaptation strategy & Decision making processes in different Cultures
Focus on the French negotiating behaviour, Focus on the EU institutions' negotiating behaviour, Focus on Chinese negotiating behaviour, Focus on the American negotiating behaviour, Focus on the Middle Eastern culture negotiating behaviour, Lessons learned from the COP21 negotiations
Course: Conceptos y Herramientas para la Física Universitaria
Modules:
3 pasos para el aprendizaje del Siglo XXI, Etapas de un alumno en la modalidad virtual, Bienvenida al curso, Objetivos de aprendizaje de Introducción al movimiento, Delimitación teórica de Introducción al movimiento, Velocidad media y su relación con la pendiente, Ejemplo resuelto de movimiento a partir de una gráfica de posición, Ejemplo resuelto de movimiento a partir de una ecuación de posición
Objetivos de aprendizaje para velocidad instantánea y derivadas, Concepto de velocidad instantánea y métodos para calcularla, Velocidad instantánea y derivadas, Representación de la velocidad instantánea en una gráfica de posición, Algunas fórmulas de derivadas comunes, Ejemplo del método gráfico para calcular la derivada, Ejemplo de cálculo de velocidad por aproximación numérica, Ejemplo de velocidad instantánea por la definición del límite, Velocidad y aceleración usando fórmulas de derivadas
Objetivos de aprendizaje para el teorema del valor promedio e integrales, Delimitación teórica del teorema del valor promedio, Delimitación teórica de integrales, Deducción del teorema del valor promedio, Antiderivadas de algunas funciones, Ejemplo resuelto del teorema del valor promedio en una gráfica de velocidad, Ejercicio resuelto del  teorema del valor promedio en una gráfica de velocidad no lineal, Teorema del valor promedio para aproximación numérica de integrales
Objetivos de aprendizaje para interpretación de gráficas, Conceptos para construir gráficas de movimiento, Interpretación de gráficas, Ejemplo resuelto de gráfica de velocidad a partir de una gráfica de posición, Ejemplo resuelto de gráfica de posición a partir de una gráfica de velocidad
Objetivos de aprendizaje de introducción a vectores, Delimitación teórica para introducción a vectores, Introducción a vectores, Ejemplo de suma de vectores sobre un plano, Ejemplo de suma de múltiplos de vectores
Objetivos de aprendizaje, Delimitación Teórica, Vectores unitarios, Vectores en el plano cartesiano, Ejercicio 6.1, Tutorial de ajuste de modelos en Excel
Objetivos de aprendizaje, Delimitación Teórica, Vectores en el espacio, Vectores en el espacio: Operaciones, Ejercicio 7.1, Ejercicio 7.2, Ejercicio 7.3, Ejercicio 7.4, Ejercicio 7.5
Objetivos de aprendizaje, Delimitación Teórica, Producto punto, Ejercicio 8.1, Ejercicio 8.2
Objetivos de aprendizaje, Delimitación Teórica, Producto cruz, Ejercicio 9.1, Ejercicio 9.2
Course: Introducción a bases de datos para el desarrollo de backend
Modules:
Introducción al curso, Un día en la vida de un ingeniero de bases de datos, ¿Qué es una base de datos?, ¿Cómo se relacionan los datos?, Tipos alternativos de bases de datos, ¿Qué es un lenguaje de consultas estructurado?, Uso de SQL, Ventajas de SQL, Introducción a la sintaxis SQL, ¿Qué son las tablas en las bases de datos?, Tipos de claves en una tabla de base de datos, Resumen del módulo: Introducción a las bases de datos
Tipos de datos numéricos, Tipos de datos de cadena, Valores predeterminados, Base de datos CREATE y DROP, Sentencia CREATE TABLE, Declaración ALTER TABLE, Sentencia INSERT, Sentencia SELECT, Sentencia INSERT INTO SELECT, Actualización de datos, Eliminación de datos, Resumen del módulo: Operaciones Create, Read, Update y Delete (CRUD)
Operadores aritméticos SQL, Operadores en uso, Operadores de comparación SQL, Cláusula ORDER BY, Cláusula WHERE, Claúsula SELECT DISTINCT, Resumen del módulo: Operadores SQL y datos de clasificación y filtrado
Esquema de base de datos, Esquema en uso, Tipos de esquema de base de datos, Tabla de relaciones, Clave primaria, Clave externa, Búsqueda de entidades, ¿Qué es la normalización de bases de datos?, Primera forma normal 1NF, Segunda forma normal 12F, Tercera forma normal 3NF, Resumen del módulo: Diseño de bases de datos
Resumen del curso: Introducción a bases de datos para el desarrollo de backend, ¡Felicitaciones! Ha completado la introducción a las bases de datos para el desarrollo backend.
Course: Teach English Now! Capstone Project 1
Modules:
Welcome Video:  Introduction to the Capstone Course, Teacher 1 Observation (Nancy), Teacher 2 Observation (Karen) - Part 1, Teacher 2 Observation (Karen) - Part 2, Teacher 2 Observation (Karen) - Part 3, Teacher 2 Observation (Karen) - Part 4
Teacher 3 Observation (Ipek) - Part 1, Teacher 3 Observation (Ipek) - Part 2, Teacher 3 Observation (Ipek) - Part 3, Teacher 3 Observation (Ipek) - Part 4
Teacher 4 Observation (Carol) - Part 1, Teacher 4 Observation (Carol) - Part 2, Teacher 4 Observation (Carol) - Part 3
Teacher 5 Observation (Jacqueline) - Part 1, Teacher 5 Observation (Jacqueline) - Part 2, Teacher 5 Observation (Jacqueline) - Part 3
Teacher 6 Observation (Emily) - Part 1, Teacher 6 Observation (Emily) - Part 2, Teacher 6 Observation (Emily) - Part 3
Video 1:  Capstone Summary