dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Introduction to Cybersecurity Careers
Modules:
Course Introduction, Overview of Cybersecurity Specialist Professional Certificate, Why Cybersecurity, Expert Viewpoints: The Cybersecurity Field, How to get into the cybersecurity field, Entry Level Careers, Expert Viewpoints: Getting started as a Cybersecurity Professional, Mid-Level Careers, Expert Viewpoints: A Typical Day in the Life of a Cybersecurity Analyst, Advanced-Level Careers, Expert Viewpoints: Cybersecurity Career Path
Importance of IT Fundamentals Technical Skills, Video: Expert Viewpoints: Fundamental IT Skills, Importance of Cybersecurity Technical Skills, Expert Viewpoints:  Cybersecurity Technical Skills, Importance of Soft Skills, Expert Viewpoints: Soft Skills
Benefits of Cybersecurity Certifications, Expert Viewpoints: Benefits of Industry Certifications, Overview of Cybersecurity Certifications, Expert Viewpoints: Impact of Certifications, Choosing the Right Certification, Study for the Exam, Schedule and Take the Exam, Expert Viewpoints: Tips for Taking and Passing a Certification Exam
Landing your first job in Cybersecurity, Video Expert Viewpoints: Tips for a Cybersecurity Career, Cybersecurity Career FAQ
Course: Introduction to Digital health
Modules:
Growth in Digital Health Technologies, Personalised and Population Digital Health Approaches, Doing Digital Health Badly, The Digital Healthcare System in Estonia: Interview
Introduction to Electronic Health Records, Interview with Professor Alex Bottle
Mobile Applications and Wearable Technologies, Apps and Wearables and the Healthcare System, Introduction to the Ebola Contact Tracing Study, Practical examples of the use of mHealth applications in India and Sierra Leone, Podcast: The Use of Digital Tools for Data Collection for public health
Telehealth and Telemedicine, Artificial Intelligence, Gamification, Behavioural science, Big data
Course: Art and Science of Machine Learning em Português Brasileiro
Modules:
Introdução ao curso, Primeiros passos com o Google Cloud Platform e o Qwiklabs
Introdução, Regularização, Regularizações L1 e L2, Introdução ao laboratório: Regularização, Laboratório: Regularização, Taxa de aprendizado e tamanho do lote, Otimização, Introdução ao laboratório: Como analisar curvas de aprendizado
Introdução, Parâmetros e hiperparâmetros, Ir além da pesquisa de grade, Introdução ao laboratório:  Como exportar dados do BigQuery para o Google Cloud Storage, Introdução ao laboratório: Como ajustar hiperparâmetros
Introdução, Regularização da esparsidade, Laboratório: Regularização L1, Solução do laboratório: Regularização L1, Regressão logística
Introdução às redes neurais, Redes neurais, Laboratório: Playground em redes neurais, Como treinar redes neurais, Introdução ao laboratório: Como criar uma DNN usando a API Functional do Keras, Introdução ao laboratório: Como treinar modelos em escala com o AI Platform, Redes neurais multiclasse
Introdução aos embeddings, Revisão sobre embeddings, Recomendações, Embeddings baseados em dados, Tensores esparsos, Treinar um embedding, Propriedade de similaridade, Introdução ao laboratório: Introdução à API Functional
Resumo do curso
Course: Business English: Meetings
Modules:
Video: Welcome to Meetings, Video 1: Course Overview, Video 2: Successful Meetings, Video 3: Costco, Video 1: Setting Up a Meeting, Video 2: Writing an Email Announcing a Meeting, Video 3: Improving a Meeting Announcement Email, Video 1: Introduction, Video 2: Responding to Meeting Announcements, Video 3: Rescheduling a Meeting
Video 1: Introduction, Video 2: Scenario 1, Video 3: Scenario 2, Video 4: Lecture on Effective Practices in Meetings, Video 5: Lecture on the Language for Leading the Meeting, Video 1: Introduction, Video 2: Scenario Video, Video 3 Lecture on the language of agreeing/hedging, Video 4: Lecture on ways to disagree, Video 1: Introduction, Video 2: Scenario Video, Video 3: Challenges of Teleconferences
Video 1: Introduction to the Week and Lesson, Video 2: Providing Background Information, Video 3: Scenario Meeting at Rainier Chocolates, Video 4: Directing People’s Attention, Video 5: Lecture on Reporting and Referring to Sources, Video 1: Introduction to the Lesson, Video 2: Scenario: Interview with a College Student, Video 3: Scenario : Interview With A Shopper, Video 4: Lecture: Describing Consumer Behavior, Video 5: Monetary Amounts, Listen: Reporting on Data Quiz, Video 1: Taking Minutes, Video 2: The Language Of Writing Minutes, Video 3: Taking Minutes FAQs
Video 1: Introduction to this Week: Creating a Proposal, Video 2: Brainstorming, Video 3 Scenario Video 1: A Brainstorming Meeting, Video 4 Scenario Video 2: A Brainstorming Meeting, Video 5: Language for Brainstorming, Video 6: Interview with Theo Chocolates, Video 1: Organization of Written Proposals, Video 2: The Language of Proposals, Video 3: Improving a Written Proposal, Video 1: Writing A Proposal, Video 2: Deciding on Locations, Video 3: Taking Notes from a Meeting
Course: Empathy and Data in Risk Management
Modules:
Welcome to Empathy and Data in Risk Management, Instructor Bio, Learn on Your Terms
Risk Appetite, Risk Assessment, Assessment Scorecards
Risk Interactions, Risk Indicators, Bowtie Risk Analysis
Responding to Risk, Algorithms and Risk, Algorithms – The Psychological Side
The Three Lines Model, Cybersecurity Roles, Risk Management & Cybersecurity Attacks
Course: Liderazgo y comunicación
Modules:
Bienvenida al curso, Origen del liderazgo,  poder y alineamiento, Motivaciones y Generaciones, Principios de la comunicación, Teoría de comunicación humana de Paul Watzlawick
Introducción a la segunda semana, Liderazgo Situacional, La comunicación no verbal, Funciones y sistemas representativos del lenguaje, Principios de PNL
Introducción a la tercera semana, Método SMART, Valores que fundan el trabajo en equipo y el compromiso con el logro de metas, Paradigmas y Prejuicios sociales. Construcción de supuestos, Modelo conceptual: La escalera de inferencias de Chris Argyris
Introducción a la cuarta semana, Gestión del talento, Qué es y qué no es coaching, La importancia de la retroalimentación, La capitalización del error para la construcción de valor
Course: Forest Carbon Credits and Initiatives
Modules:
Welcome to the course!, Introduction to Forest Carbon Credits and Initiatives Part A, Introduction to Forest Carbon Credits and Initiatives Part B, Introduction to Forest Carbon Credits and Initiatives Part C, Introduction to Forest Carbon Credits and Initiatives Part D, Designing Initiatives with Feasibility, Risks, and Financial Considerations Part A, Designing Initiatives with Feasibility, Risks, and Financial Considerations Part B, Designing Initiatives with Feasibility, Risks, and Financial Considerations Part C, Quantification and Data Collection Part A, Quantification and Data Collection Part B, Quantification and Data Collection Part C, Project Monitoring and Accessing Markets Part A, Project Monitoring and Accessing Markets Part B
Course: Aprovechar el Diseño para Detectar Oportunidades de Negocio
Modules:
Bienvenida al curso, La constante necesidad de diseño y rediseño, Orador invitado: Nicole Cacal, La responsabilidad de los diseñadores: una mirada más cercana a la ética del diseño, El arte vs. la ciencia del diseño
Introducción a la Segunda Semana: Llamamiento a Profesionales Cualificados, Casos prácticos: La expansión del diseño en los mercados emergentes, Orador invitado: Emiliano Chinchelli, El reto del diseño: Demasiadas herramientas, pero pocos artesanos, Los pilares de la empatía + la excelencia
Introducción a la Tercera Semana: Desentrañando el modelo del doble diamante, Doble Diamante paso 1: Descubrir, Doble Diamante Paso 2: Definir, Doble Diamante Paso 3: Desarrollar, Doble Diamante paso 4: Entrega
Introducción a la Cuarta Semana: Validando una Oportunidad, Riesgo, valor y proceso de selección de carteras, El valor de Lean Canvas, Oportunidad y creación de una experiencia distintiva, Orador invitado: Janet Kinghorn
Course: Introduction to Rust Programming and Core Concepts
Modules:
Course Introduction, Installing Rust and VS Code Editor, Running and Compiling Your First Program
Program Outputs and Comments, Variables and Scalar Data Types, More on Variables - Shadowing, Constants, Compound Data Types - Strings, Compound Data Types - Tuples, Arrays, Compound Data Types - Vectors, Functions and Inputs
Ownership, Primitive, and Non-Primitive Types, Application Memory - Heap and Stack, Ownership and References in Functions, Mutable and Immutable References, Dereferencing
Conditional If and Its Variants, If Let and Nested If, Match Statement, While and Simple Loops, For Loops and Their Variants, Break and Continue
Implementing Stack, String Reversal Using Stacks, Expression Evaluation (Infix to Postfix Illustration), Expression Evaluation (Postfix Evaluation), Expression Evaluation - Part 1, Expression Evaluation - Part 2, Implementing Postfix Evaluation
Structures Basics, Traits and Default Implementations, Functions within a Trait, Enums, Generics, Option Enum, Result Enum, Hash Maps
Lifetimes - Part 1, Lifetimes - Part 2, Eliding Lifetimes, Closures - Part 1, Closures - Part 2, Function Types, Iterators - Part 1, Iterators - Part 2
Course: Hands-On Labs in Google Cloud for Networking Engineers
Modules:
Tools for Profiling Network Performance, The Bandwidth Delay Problem
Coursera: Getting Started with Google Cloud Platform and Qwiklabs
VPC Flow Logs - Analyzing Network Traffic
Lab: Improving Network Performance I
Caching Content with Cloud CDN
Building a High-throughput VPN
Course: Fundamentos del Marketing
Modules:
Bienvenida al curso, El rol del marketing en la organización, ¿De qué hablamos cuando hablamos de marketing?
¿De qué hablamos cuando hablamos de valor?
La importancia del branding en relación con los consumidores
Course: Copilot for Cybersecurity
Modules:
Introduction to Log Analysis, Leveraging Generative AI for Security Log Analysis, Leveraging Generative AI for Password Attack Detection, Leveraging Generative AI for Directory Traversal Attack Analysis
Course: Oncology Nursing（肿瘤护理）
Modules:
Course introduction, 1.1 Overview, 1.2 Etiology or Risk Factors and Pathophysiology, 1.3 Prevention and Early Detection of Cancer, 1.4 Clinical Manifestations and Diagnostic Findings, 1.5 Medical management, 1.6 Nursing of Cancer Patients Undergoing Chemotherapy or Radiotherapy
2.1 Overview, Etiology or Risk Factors, Pathophysiology and Clinical Manifestations, 2.2 Diagnostic Findings and Medical Management, 2.3 Nursing Management
3.1 Overview, Etiology or Risk Factors, Pathophysiology and Clinical Manifestations, 3.2 Diagnostic Findings and Medical Management, 3.3 Nursing Management (1), 3.4 Nursing Management (2)
4.1 Overview, Etiology or Risk Factors and Pathophysiology, 4.2 Clinical Manifestations and Diagnostic Findings, 4.3 Medical Management, 4.4 Nursing Assessment and Nursing Diagnosis or Problems, 4.5 Nursing Implementations
5.1 Overview, 5.2 Pathophysiology and Clinical Manifestations, 5.3 Diagnostic Findings, 5.4 Medical Management, 5.5 Nursing Management
6.1 Overview, Etiology or Risk Factors and Pathophysiology, 6.2 Clinical Manifestation, Diagnosis Findings and Medical Management, 6.3 Nursing Management
7.1 Overview, Etiology or Rrisk Factors and Pathophysiology, 7.2 Clinical Manifestation, Diagnosis Findings and Medical Management, 7.3 Nursing Management
8.1 Overview, Etiology or Risk Factors and Pathophysiology, 8.2 Clinical Manifestations, Diagnostic Fingdings and Medical Management, 8.3 Nursing management
9.1 Overview and Etiology or Risk Factors, 9.2 Pathophysiology, 9.3 Clinical Manifestations and Diagnostic Findings, 9.4 Medical Management, 9.5 Nursing Management (1), 9.6 Nursing Management (2)
10.1 Overview, Etiology or Risk Factors and Pathophysiology, 10.2 Clinical Manifestations and Diagnostic Findings, 10.3 Medical Management, 10.4 Nursing Management(1), 10.5 Nursing Management(2)
11.1 Overview, 11.2 Diagnostic Findings, 11.3 Medical Management of Benign and Aggressive Bone Tumors, 11.4 Medical Management of Malignant Bone Tumors, 11.5 Nursing Management
12.1 Overview, Etiology or Risk Factors and Pathology, 12.2 Clinical Manifestations and Diagnostic Findings, 12.3 Medical Management, 12.4 Nursing Assessment and Nnursing Diagnosis or Problems, 12.5 Nursing Implementations
Course: Sistemas e Tecnologias Digitais nas Organizações
Modules:
Dados, Informação e Conhecimento no Contexto das Organizações, Dados Estruturados e não Estruturados, Sistemas de Informação e Tecnologia de Informação Digital, A Infraestrutura de Sistemas de Informação Digitais, A Evolução dos Negócios Digitais e a Transformação Digital, Impactos De Tecnologia E Sistemas De Informação Nas Organizações
Sistemas de Informação e a Tomada de Decisão nas Organizações, Os Sistemas de Informação Empresariais na Atualidade, Sistemas ERP: Conceituação e Exemplos de Fornecedores, Sistemas ERP: Características, Seleção e Implementação - Parte 1, Sistemas ERP: Características, Seleção e Implementação - Parte 2, Sistemas CRM e SCM, Business Intelligence (BI) e Business Analytics
Comércio Eletrônico – Histórico e Conceituação, Comércio Eletrônico – Dimensões e Tipos, Comércio Eletrônico – Pilares da Criação de Valor, Web 2.0 - Conceituação e Aplicações, Redes Sociais - Conceituação e Aplicações, Crowdsourcing - Conceituação e Aplicações
Aplicativos Móveis, Economia sob Demanda e Plataformas Multilaterais Digitais, Tecnologias Digitais Emergentes e Disruptivas, Big Data e Data Analytics – Conceituação e Aplicações, Internet das Coisas – Conceituação e Aplicações, Inteligência Artificial e Machine Learning
Course: TensorFlow on Google Cloud - Español
Modules:
Introducción
Introducción al ecosistema de TensorFlow, Introducción a TensorFlow, Jerarquía de las APIs de TensorFlow, Componentes de Tensorflow: Tensores y variables
Introducción, Repaso del AA, Cómo entrenar con grandes conjuntos de datos mediante la API de tf.data, Cómo trabajar en la memoria y con archivos, Cómo preparar los datos para el entrenamiento de modelos, Incorporaciones, Coursera: Empezar a usar Google Cloud y Qwiklabs, Introducción al lab: API de Dataset de TensorFlow, Ajusta el procesamiento de datos con capas de procesamiento previo de tf.data y Keras, Introducción al lab: Cómo clasificar datos estructurados con capas de procesamiento previo de Keras
Introducción, Funciones de activación, Entrena redes neuronales con TensorFlow 2 y la API secuencial de Keras, Deriva modelos en la nube, Introducción al lab: Presentación de la API secuencial de Keras en la plataforma Vertex AI, Entrena redes neuronales con TensorFlow 2 y la API funcional de Keras, Introducción al lab: Crea una DNN con la API funcional de Keras en la plataforma Vertex AI, Subclasificación de modelos, Conceptos básicos de la regularización, ¿Cómo podemos medir la complejidad del modelo?:  Diferencias entre regularizaciones L1 y L2
Introducción, Entrenamiento a gran escala con Vertex AI, Introducción al lab: Entrena a gran escala con el servicio de Vertex AI Training
Resumen, Recurso: Todas las preguntas del cuestionario, Recurso: Todo el material de lectura, Recurso: Todas las diapositivas (English only)
Course: Amazon Connect Routing Fundamentals
Modules:
Amazon Connect Routing Fundamentals
Course: Machine Learning for All
Modules:
Introduction: Computers that see, Artificial intelligence, Machine learning, Machine learning algorithms, Interview with Machine Learning Experts, Summary
The bit, Bytes and numbers, Other types of data, Introduction to Data Features, Data features, Neural networks, Interview: Data Features
Introduction to Machine Learning in practice, Testing, Problems with machine learning, Applications of machine learning, Dangers of machine learning, Interview: Benefits and Dangers of Machine Learning
Introduction: Collecting your own dataset, Collecting a dataset, Interview: Advice for your first Machine Learning Project, Summary
Course: Projektabwicklung: Das Projekt durchführen
Modules:
Einführung in Kurs 4, Die Bedeutung der Verfolgung, Welche Projektelemente werden in der Regel verfolgt?, Verschiedene Verfolgungsmethoden, Belinda: Budget verwalten und verfolgen, Pranjal: Mehrere Projektverfolgungen verwalten, Warum Risiken und Änderungen auftreten, Erkennen und Verfolgen von Abhängigkeiten, Techniken zum Umgang mit Risiken, Probleme eskalieren, Änderungen an das Team kommunizieren, Zusammenfassung
Einführung: Qualitätsmanagement und kontinuierliche Verbesserung, Schlüsselkonzepte des Qualitätsmanagements, Stärkung der Beziehung zur Kundschaft durch Kommunikationsfähigkeiten, Kundenzufriedenheit messen, Zugänglichkeit bei der Feedback-Erhebung gewährleisten, Sue: Wie wichtig es ist, die Bedürfnisse der Kundschaft zu verstehen, Kontinuierliche Verbesserung und Prozessverbesserung, Datengesteuerte Verbesserungsframeworks, Projekte von Programmen unterscheiden, Jacob: Eine Denkweise der kontinuierlichen Verbesserung kultivieren, Der Zweck einer Retrospektive, Eine Retrospektive durchführen, Gernot: Mit Retrospektiven wieder auf den Kurs kommen, Zusammenfassung
Einführung: Datengestützte Entscheidungsfindung, Der Nutzen von Daten, Allgemeine Typen von Projektdaten, Wichtige Daten erkennen, Datenanalyse zum Treffen fundierter Entscheidungen nutzen, Daten präsentieren, um die Geschichte eines Projekts zu erzählen, Datenvisualisierungstools, Wirkungsvolle Präsentationstechniken, Präsentationen barrierefrei gestalten, Zusammenfassung
Einführung: Führungsqualität und die Fähigkeit zur Einflussnahme, Die Notwendigkeit von Projektteamarbeit, Die Faktoren, die die Teameffektivität beeinflussen, Hochfunktionale Teams führen, Emilio: Lernen, zu führe, Teamentwicklung und Managen der Teamdynamik, Rowena: Details delegieren, Ethische und inklusive Führung, Schritte zur wirksamen Einflussnahme, Machtquellen zur Einflussnahme nutzen, Chris: Einfluss auf andere nehmen durch das Aufzeigen der Projektauswirkungen, Zusammenfassung
Einführung: Effektive Projektkommunikation, Auf unterschiedlichen Wegen kommunizieren, Gängige Kommunikationstools, So organisieren Sie effektive Meetings, Gängige Arten von Projektmeetings, Zusammenfassung
Einführung: Ein Projekt abschließen, Die Bedeutung des Projektabschlusses, Der Abschlussprozess für Kundschaft und Stakeholder, Der Abschlussprozess für das Team, Sarah: Darum liebe ich Retrospektiven, Der Abschlussprozess für die Projektmanagenden, Kurszusammenfassung
Course: Thought Experiments: An introduction to philosophy
Modules:
"Mr. Nobody" and the problems of philosophy (optional), Dr. Gertjan Willems on "Mr. Nobody" (optional), Footnotes to Plato, An analysis of analysis, Types of thought experiments
"Rear Window" and the Gettier problem (optional), Prof. Dr. Sofie Van Bauwel on "Rear Window" (optional), The traditional analysis, Gettier-style cases, Alternative analyses
"The Matrix" and the problems of scepticism (optional), Cartesian scepticism, Three ways, Knowledge in context
"Wings of Desire" and the mind-body problem (optional), Varieties of dualism, Two reductive theories, Supervenience and qualia
"A Serious Man" and the problem of free will (optional), Alexander De Man on "A Serious Man" (optional), The consequence argument, Hierarchical compatibilism
"The Skin I Live In" and the problem of personal identity, Hanne Van Haelter on "The Skin I Live In", Identity and change, Memory theory and its critics, Quasi-memory and its critics
Prof. Dr. Daniel Biltereyst on "The Crime of Monsieur Lange" (1), "The Crime of Monsieur Lange" and the is-ought problem, Intentions and consequences, Duties and virtues, The naturalistic fallacy
"The Crime of Monsieur Lange" and the problem of justice (optional), Prof. Dr. Daniel Biltereyst on "The Crime of Monsieur Lange" (optional), Powers and limits of utopias, Social contract theories, The veil of ignorance
Course: Immunology: Immune System and Infectious Diseases
Modules:
Introduction, Pathogens and the resources they seek, Immune responses to specific pathogens, Immune diversity in different populations and ages, The immune response to bacteria: Mechanical, chemical and innate immune responses, The immune response to bacteria: Cellular responses to extracellular bacteria, The immune response to bacteria: Cellular responses to intracellular bacteria
Viral immunity and evasion - Part 1: Virology and immunology, Viral immunity and evasion - Part 2: Viral evasion, Type 1 interferon responses during respiratory viral infections
Immunodeficiency and fungal infection - Part 1, Immunodeficiency and fungal infection - Part 2
Immunity to Leishmania parasites - Part 1, Immunity to Leishmania parasites - Part 2, Immunity to Leishmania parasites - Part 3
Malaria immune response and immunity, Malaria immunopathogenesis
Tuberculosis - disease and immune response
Course: ASP.NET Core MVC - Cross-Platform Development
Modules:
Introduction
Create GitHub Account, Install .NET 7 SDK, Install Visual Studio Code (Any Operating System), Alternative - Install Visual Studio 2022 (Windows and Mac), Install SQL Server Express (Windows), Alternative - Install SQL Server on Docker (Any Operating System), Install Microsoft Data Studio
Create ASP.NET Core MVC Project - Visual Studio Code, Create ASP.NET Core MVC Project - Visual Studio, Tour Visual Studio Code, Tour of Files and Folders, Add Project to GitHub
Understanding the layout file and Bootstrap, Modifying the Homepage, Adding an About Us Page, Add to GitHub
Connect to Database with Azure Data Studio, Create Database, Scaffold Database with Entity Framework Core, Scaffolding Views and Controllers - Part 1, Understand Scaffolded Controller, Understand Scaffolded Views, Scaffolding Views and Controllers - Part 2, Add to GitHub
Section Overview, Adding Bootstrap Styling, Delete Using jQuery, Add Datatables, Adding Custom Labels, Managing Database Changes, Fix syntax Errors, Add to GitHub
Understanding Authentication, Register for Auth0, Testing Authentication, Set Up User-Related Pages, Finishing Touches, Add to GitHub
Course: Fundamental Skills in Bioinformatics
Modules:
Brief introduction to the course, Lecture: Programming and R, Lecture: Introduction to RStudio, Coding Lecture: First contact with RStudio, Introduction, Lecture: Data types in R, Lecture: Data structures in R, Coding Lecture: Data types in R - atomic and vectors, Coding Lecture: Data types in R - lists and matrices, Coding Lecture: Data types in R - data frames, Lecture: Introduction to Control Flow, Lecture: Loops, Coding Lecture: If statements, Coding Lecture: loop statements, Lecture: Loading and Writing, Coding Lecture: Loading and Writing, Basics + where to learn more
Introduction to Module 2, Lecture: Logical values, logical vectors and operations with them., Coding Lecture: Logical Vectors, part 1., Coding Lecture: Logical Vectors, part 2., Lecture: Data Quality Control., Coding Lecture: Quality Control., Lecture: Exploratory Data Analysis., Coding Lecture: EDA part 1., Coding Lecture: EDA part 2., Lecture: Correlation, Coding Lecture: correlation in R, Lecture: Linear Models, Coding Lecture: example of a linear model, Coding Lecture: evaluation of a linear model in R, Lecture: t-test & ANOVA, Coding Lecture: t-test., Coding Lecture: ANOVA, Introduction to the dataset: Data set 4., Guided analysis., Lecture: R packages
Introduction to the module, Lecture: Python and R, The Python ecosystem, Python installation and environments, Jupyter Lab, Lecture: Python native data structures, Coding Lecture: Fundamentals in data types, Coding Lecture: Lists and Tuples, Coding Lecture: Sets and Dictionaries, Lecture: flow control and functions., Coding Lecture: if conditions, for and while loops., Coding Lecture: declare and using functions in Python, Lecture: overview of modules in Python, Lecture: numpy, Coding Lecture: numpy, Lecture: pandas, Coding Lecture: pandas, Coding lecture: pandas for data exploration, Coding Lecture: Visualization
Overview of the week, Lecture: Introduction to the case study, Lecture: RNA-seq technology and data normalisation, Coding Lecture: Loading and normalizing RNA-seq data, Lecture: Principal Component Analysis, Coding Lecture: PCA analysis in R for RNA-seq data, Lecture: Finding differentially expressed genes, Coding Lecture: Differential expression analysis in R, Lecture: From RNA-seq to scRNA-seq, Lecture: Representing scRNA-seq experiments in Python, Coding Lecture: Loading a scRNA-seq experiment in Python, Lecture: Preprocessing scRNA-seq data, Coding Lecture: scRNA-seq preprocessing, Lecture: UMAP and dimensionality reduction in single-cell studies, Lecture: Cell type identification, Coding Lecture: Clustering and cell type identification with Python, Coding Lecture: scRNA-seq analysis in R, Lecture: bioAI, Thanks (for all the fish)
Course: Amazon Connect Flows Fundamentals
Modules:
Amazon Connect Flows Fundamentals
Course: Analítica de Procesos: Optimización desde los Datos
Modules:
Introducción al curso: ¿Por qué y cómo incorporar analítica de procesos en una empresa?, Entrevista
¿Por qué usar analítica de procesos?, Acotando un Proceso de Negocio, Minería de Procesos, Datos y procesos
La estructura de un proceso descubierto, Video tutorial - Análisis de la estructura de un proceso (Ponlo en práctica), Análisis de flujo del proceso: Filtrado de eventos, Video tutorial - Análisis del proceso descubierto (Ponlo en práctica), Análisis de transferencia de trabajo
Análisis de desempeño: Métricas y cuellos de botella, Video tutorial - Análisis de desempeño (Ponlo en práctica), Análisis de desempeño: Desperdicios, Análisis de desperdicios (Ponlo en práctica)
Análisis comparativo de variantes de proceso, Análisis de variantes (Ponlo en práctica), Simulación de procesos: insight-driven vs data-driven, Análisis comparativo entre escenarios What-if, Simulación de procesos basada en datos
Video cierre del curso
Course: Twitter, LinkedIn, and YouTube Marketing
Modules:
Twitter Concepts, Platform Features, Setup and Customization, Profile Promotion, Profile Management, Hashtags, Periscope, Ads Manager, Campaign Objectives, Ad Auctions, Campaign Setup, Analysis and Reporting
Social Selling and Personal Branding, Social Selling, The Benefits of Personal Branding, LinkedIn Concepts, Features and Functions, Company Page, LinkedIn Posts, LinkedIn Social Plugins, LinkedIn Influencers, Campaign Manager, Sponsored Content Ads, Display Ads, Sponsored Message Ads/InMails, Dynamic Ads, Lead Generation Forms, Advertising Strategy, LinkedIn Analytics, Campaign Performance
Misconceptions and Benefits, Important Distinctions, Social Video Types, YouTube Concepts, Platform Features, Channel Setup, Channel Promotion, Channel Management, Ten Creative Fundamentals, Creative Lifecycle, YouTube Native Formats
Course: Conceptual Planning of Bridges
Modules:
About the Specialization, About the Course, Introduction, What is a Bridge?, Historical Development, Type of Bridges -  Based on Material, Type of Bridges -  Based on Structural Form, Type of Bridges -  Based on Usage, Type of Bridges -  Based on Span and support, Type of Bridges -  Based on alignment and deck, Components of Bridges, Auxilliary Components of Bridges
Bridge planning, stages in planning, design and execution, Important steps in Planning of a River Bridge, Important steps in Planning of viaducts for Rail based transit systems, Functional and other design requirements, Bridge Aesthetics, Surveys-Site Inventory, Topographical survey, Traffic, Investigations-Hydrology, meteorological, Investigations-Geotechnical, Geo-physical, Geometrical aspects-As per IRC Codes/ Design Manuals
Types of Loads, Load combinations: Principles and IRC recommendations, Permanent Loads-Dead Load and Super imposed dead load, WC, Permanent Loads-Pre-stressing, Earth pressure, Back-fill, Live Load - Highway Bridges-Vehicles and lanes, Live Load - Railway and Metro Bridges- Axles loads, gauge types, Live Load -Surcharge, Braking and Traction, Pedestrian / Footpath, Live Load - Construction stage, Thermal Loads, Seismic Loads Part 1, Seismic Loads Part 2, Forces due to Water Current, Wind Loads Part 1, Wind Loads Part 2, Accidental Loads - Vehicle Collision and Barge Impact, Creep and shrinkage, Settlement effects
Introduction & Types of Analysis Methods, Hand computation methods- Pigeaud's (Slab bridges) & Courbon's (Beam & slab) methods, Grillage Analysis- Torsional & Torsion-less systems, Example-Grillage Analysis - Slab Bridges, Example-Grillage Analysis - Slab & Beam Bridges, Voided Slab / Beam, Transverse Analysis - Effective Width Method, Transverse Analysis - Wide Deck Bridges, Introduction to FEM methods of Analysis
Course: Threat Response
Modules:
Introduction to Describing Incident Response, Incident Response Planning, Incident Response Life Cycle, Incident Response Policy Elements, Incident Attack Categories, Reference: US-CERT Incident Categories, Regulatory Compliance Incident Response Requirements, CSIRT Categories, CSIRT Framework, CSIRT Incident Handling Services, Wrap-Up
Introduction to Understanding the Use of VERIS, VERIS Overview, VERIS Incidents Structure, VERIS 4 A's, VERIS Records, VERIS Community Database, Wrap-Up
Course: C++程序设计
Modules:
专项课程介绍, 欢迎加入C++程序设计课程
函数指针, 命令行参数, 位运算, 引用, const关键字和常量, 动态内存分配, 内联函数和重载函数, 函数缺省参数, 面向对象程序设计方法, 面向对象语言的发展历程, 从客观事物抽象出类的例子, 类成员的可访问范围
内联成员函数和重载成员函数, 构造函数, 复制构造函数, 类型转换构造函数, 析构函数, 静态成员变量和静态成员函数, 成员对象和封闭类的概念, 友元, this指针, 常量对象、常量成员函数和常引用
运算符重载的基本概念, 赋值运算符的重载, 运算符重载为友元函数, 实例 – 长度可变的整型数组类, 流插入运算符和流提取运算符的重载, 自增/自减运算符的重载
继承和派生, 复合关系和继承关系, 基类/派生类同名成员和protected访问范围说明符, 派生类的构造函数, public继承的赋值兼容规则
多态和虚函数的基本概念, 使用多态的游戏程序实例, 更多多态程序实例, 多态实现原理, 虚析构函数, 纯虚函数和抽象类
文件操作, 函数模板, 类模板, string类, 输入输出
STL-概述, STL-概述（续）, 顺序容器Vector, List和Deque, 函数对象
Set和Multiset, Map和Multimap, 容器适配器, 算法, 算法（续）
期末考试-选择题
C++11新特性, C++11新特性（续）, 强制类型转换, 异常处理
我们的结束语
Course: GST - Claiming refunds and other concepts
Modules:
Welcome to GST Taxation Executive Professional Certificate, Introduction to the course: GST - Claiming refunds and other concepts, Introduction to the module, Concept of zero-rated supplies - Part 1, Concept of zero-rated supplies - Part 2, Export of goods – Part 1, Export of goods – Part 2, Export of goods – Part 3, Export of services - Part 1, Export of services - Part 2, Export of services - Part 3, Supplies to SEZs – Part 1, Supplies to SEZs – Part 2, Key takeaways
Introduction to the module, Refunds under GST – An overview, Refund on zero-rated supplies: Part 1, Refund on zero-rated supplies: Part 2, Refund on zero-rated supplies: Part 3, Refund on zero-rated supplies: Part 4, Refund on zero-rated supplies: Part 5, ITC refund on inverted duty structure, Deemed export refund, Other types of refund, Key takeaways
Introduction to the module, Concept of job work, Registration requirements, Movement of goods under job work, Time limit for goods lying at job worker’s premises, Disposal of waste and scrap, Other aspects, GST rate on job work, Case studies, Advance Rulings, Key takeaways
Course: Digital Innovation: How to Build Digital Processes
Modules:
Course Introduction, Module 1 Introduction, Elements of Digital Innovation - Part 1, Elements of Digital Innovation - Part 2, Digital Traits of Communication in Space & Time - Part 1, Digital Traits of Communication in Space & Time - Part 2, Digital Traits of Communication Networks - Part 1, Digital Traits of Communication Networks - Part 2, Digital Traits of Communication Networks - Part 3
Module 2 Introduction, Digital Traits of Big Data Storage - Part 1, Digital Traits of Big Data Storage - Part 2, Digital Traits of Big Data Storage - Part 3, Introduction to Digital Traits of Scalable Storage, Digital Traits of Scalable Storage - Part 1, Digital Traits of Scalable Storage - Part 2, Digital Traits of AI-Based Computation - Part 1, Digital Traits of AI-Based Computation - Part 2, Digital Traits of AI-Based Computation - Part 3, Digital Traits of Simulation-Based Computation - Part 1, Digital Traits of Simulation-Based Computation - Part 2
Module 3 Introduction, Digital Innovations: How to Build Innovations? - Part 1, Digital Innovations: How to Build Innovations? - Part 2, Digital Innovations: How to Build Innovations? - Part 3, Digital Innovations: Media Concentration & Diversity - Part 1, Digital Innovations: Media Concentration & Diversity - Part 2, Digital Innovations: Media Concentration & Diversity - Part 3, Digital Innovations: Sharing Economy & Augmented Intelligence - Part 1, Digital Innovations: Sharing Economy & Augmented Intelligence - Part 2, Digital Innovations: Sharing Economy & Augmented Intelligence - Part 3, Introduction to Digital Innovations: Automation, Digital Innovations: Automation
Course: Risk Management and Financial Theory
Modules:
Meet your Instructor
Risk, Case Study Solution
Business Case, Case Study Solution
Course: Science and Engineering of Climate Change
Modules:
Introductory video: The Big Questions - The Big Picture - The Big Plan, Units, Is Climate Changing?, What Was Past Climate Like? Part I, What Was Past Climate Like? Part II, What Is Abrupt Climate Change
Is the Current Climate Change Anthropogenic?, The Carbon Cycle, The Earth’s Energy Balance, Black Body Radiation, A Simple Climate Model, A Simple Climate Model - The 1-Layer Model, A Simple Climate Model - The n-Layer Model, The Atmospheric Lifetime of CO2
Energy Efficiency, Carbon Capture and Sequestration, Why are negative emissions technologies important?, Forestation and Deforestation
Bio Fuels, Wind Energy, Solar Energy, How Nuclear Fission Works, The Safety of Nuclear Power Plants, Nuclear Energy - What Happened at Chernobyl?, Nuclear Energy - Fusion
Course: Fundamentals Of NgRx
Modules:
Introduction to the Course, Meet Your Instructor, What you will learn in this lesson, Introduction to NgRx, Setting Up the Environment, Basics of State Management in NgRx, What you will learn in this lesson, Advanced Reducers, Effects in NgRx, Selectors in NgRx
What you will learn in this lesson, Introduction to NgRx Data, Entities and Collections, Reading and Writing Data, What you will learn in this lesson, Project Setup and Planning, Implementing Features with NgRx, Debugging and Performance Optimization
Course: Excel Fundamentals for Data Analysis
Modules:
Course Introduction
Week 1 Introduction, Excel functions for combining text values, Functions that split text data, Combining text functions, Cleaning data and changing case, Removing and replacing text characters
Week 2 Introduction, Converting Data with VALUE and TEXT, Understanding dates and basic date functions, Generating Valid Dates using the DATE function, Calculations with Dates and using DAYS, NETWORKDAYS and WORKDAY, More sophisticated date calculations with EOMONTH and EDATE
Week 3 Introduction, Cell Referencing and Naming, Defined Names and Create from Selection, Managing Names, Calculations with Named Ranges, Automating Data Validation with Named Ranges
Week 4 Introduction, Introduction to Tables, Customising Tables, Sorting and Filtering Tables, Table Calculations and Structured References, Automation with Tables
Week 5 Introduction, Apply logical operations to data using IF, Nested IF, AND and OR, Categorising data with VLOOKUP, Matching data with VLOOKUP and XLOOKUP, Power Lookups with INDEX and MATCH
Final assessment
Course: European Business Law: Doing Business in Europe
Modules:
Welcome to the Course, Strategic Choices, Contractual Arrangements in Europe, General International Sales Conditions, Operating through Middlemen, Transportation and Insurance, A Practitioner's View-Anders Steen
Developing a Strategy, Fundamental Company Law Concepts, The European Framework for Company Law, Running a Company, Company Governance and Control, A Practitioner's View-Mikael Wahlgren
Labour Law and Social Policy, Restructuring Enterprises and Information, Equality Law, Flexible Working Conditions, Freedom to Provide Services, Crisis, A Practitoner's View-Jenny Welander Wadström
Tax Law Policy, Regulating taxation in the EU, Indirect Taxation, Direct Taxation, Complying with Environmental Standards, Identifying Environmental Standards, A Practitoner's View- Tonie Persson, A Practitioner's View - Amanda Kron
What is Private International Law?, Is there a Truly European Private International Law?, Which Courts have Jurisdiction?, Which Law Applies?, Concluding Remarks, A Practitioner's View-Christoffer Monell
Introduction to the Case Clinic, Reading Cases, How to Write a Case Report, A Summary of the Case, A Practitioner's View- Jeffrey Atik
Course: الذكاء العاطفي | Emotional Intelligence
Modules:
تعريف الذكاء العاطفي (Emotional Intelligence), أهمية الذكاء العاطفي (Emotional Intelligence), المبادئ الأساسية للذكاء العاطفي, الكفاءة الشخصية (Personal Competence), الكفاءة الاجتماعية (Social Competence), صفات أساسية في أصحاب الذكاء العاطفي, تطبيقات الذكاء العاطفي في الحياة الشخصية والعملية, خطوات تنمية الذكاء العاطفي, عوامل النجاح لتنمية الذكاء العاطفي - الجزء الأول, عوامل النجاح لتنمية الذكاء العاطفي - الجزء الثاني
Course: Ready, Set, Future! Introduction to Futures Thinking
Modules:
Are you ready to learn how to think like a futurist?, Welcome to the course! Meet your professor Jane McGonigal, Give me some examples of futures thinking!, Meet some professional futurists, What is futures thinking?, Mini-Masterclass: The Future Belongs to Everyone, When does the future start?, What are the benefits of futures thinking?, Choose your own future!
Introduction to Signals, Examples of Signals, Five Minutes in the Future of Food, Five Minutes in the Future of Economic Justice, How to Interpret Signals, Your Turn! Analyze a Signal, Where do you look for signals? And other FAQ
Get Better at Noticing Change, How to Look Back to Look Forward (Part I), How to Look Back to Look Forward (Part II)
What's Your Future State of Mind?, The Four Types of Futures Thinking, Why I Future with Youth, Why I Future with Musicians, Why I Future with Incarcerated People, Why I Future with My City, Congratulations! You've finished this course
Course: Migrating from Microsoft SQL Server to Amazon RDS
Modules:
Migrating from Microsoft SQL Server to Amazon RDS
Course: Habilidades de pensamiento y solución de problemas
Modules:
Necesitamos formas alternas de indagación, Modos de pensamiento y grados de conocimiento
Introducción al pensamiento sistémico, Método iterativo de diseño
Entre lo dogmático y lo escéptico: el pensamiento crítico, Evaluando la forma en que pensamos un método
La complejidad galopante y la sobre-fragmentación del conocimiento, La intervención consciente, Entrevista con el experto
Course: Integrated and Strategic Communication Campaigns
Modules:
Introduction to Module 1, Orientation To Campaign Planning, The Art of Planning, Campaign Basics, The PESO Model, Different Fields, Different Functions, Coordinated Messaging, Integrated Communication, Campaign Examples
Introduction to Module 2, Purpose and Mission of Brands, Core Values and Brand Behaviors, Employee Relations and Brand Ambassadors, Telling Your Brand's Story, Brand Storytelling vs Strategic Communication Campaign, Bailley DeCamillis Example, Comprise, Becky Grubb Example
Introduction to Module 3, Audience Segmentation, Research and Consumer Insight, Crafting the Right Messaging, Theoretical Implications, Renee Spurlin (Alloy) Example, Laura Barnett (Axxess) Example, B Public Relations
Introduction to Module 4, What is Strategic Communication?, The Purpose of a Communication Campaign, Knowing When To Use Communication Campaigns, Strategic Communication Campaign Examples
Course: 20世纪西方音乐 Western Music in the 20th Century
Modules:
音乐的史纲, 音乐的风格
音乐的空间, 音乐的时间
多元新秩序
世纪末情结下是法国音乐：德彪西, 世纪末情结下的法国音乐：拉威尔
表现主义与勋伯格, 表现主义与贝尔格、威伯恩
新古典主义与斯特拉文斯基, 新古典主义：德国与法国
民族主义：匈牙利 美国 英国, 民族主义：俄罗斯
期末考试
Course: An Introduction to Fixed Income Securities
Modules:
Introduction to the Course & Meet the Instructor, Definition and Basics of Fixed Income Securities, Types of Fixed Incomes, Comparison and Contrast, Understanding Risk, Pricing Mechanisms, Credit Ratings, Role of Fixed Income Securities in Financial Markets, Interest Rate Strategies, Getting More from Your Investments, Congratulations and Continuous Learning Journey
Course: تطوير تميزك المهني والتدريب الذاتي
Modules:
لماذا نحتاج إلى برنامج لبناء المهارات؟, كيف تضع برنامجًا لبناء المهارات؟, ما الذي يمكن أن نتعلمه من إستراتيجية الأعمال؟, مهارات "الاكتشاف والاستجابة والتنفيذ والتقييم والتعديل (DREAM)" للحصول على وظائف الأحلام, معمل التطوير المهني: مقدمة, دراسة حالة: تعيين موظف جديد, مجموعة أدوات التدريب الذاتي: شبكة التقييم وأداة T-Portfolio (مرفق ملف pdf)
مقدمة للأسبوع 2: ما الذي يحدث وراء الكواليس؟, المهام بالغة الأهمية, المعايير والأسس المرجعية, أدوات التقييم: التعليمات, تقييم الخبراء, المقابلات الشخصية, المقارنة المرجعية: مقابلة مع "توم ليندسلي", ما الذي تعلمناه في الأسبوع 2؟, تقييم المهارات (مرفق pdf), مجموعة أدوات التدريب الذاتي: شبكة التقييم الذاتي وأداة T-Portfolio (مرفق ملف pdf)
مقدمة الأسبوع 3, قابِلْ سُونيا (مرفق ملف PDF), تقييم سونيا الذاتي، الجزء 1, تقييم سونيا الذاتي، الجزء 2, تدريب: تقييم ذاتي, ما الذي تقوله الكتابات عن التقييم الذاتي؟ (مرفق ملف pdf), أدوات التقييم الذاتي (مرفق ملف pdf), دقة التقييم الذاتي (مرفق ملف pdf), ما الذي تعلمنا في الأسبوع 3؟, مجموعة أدوات التدريب الذاتي: شبكة التقييم الذاتي (SAGE) (مرفق الوثيقة), مجموعة أدوات التدريب الذاتي: القيمة السوقية الحالية للوظيفة (PJMV) ولوحة المعلومات
مقدمة الأسبوع 4, لوحة معلومات بناء المهارات النهائية, التقييم الذاتي الشامل, إعادة الرجوع إلى تحليل SWOT, القيمة السوقية الحالية للوظيفة, التدريب الذاتي مقابل التدريب المحترف, تنفيذ إستراتيجيتك, التقييم الذاتي لأسلوب القيادة: مقابلة مع "إليوت ماسي", صفات القائد: مقابلة مع "إليوت ماسي", ما الذي تعلمنا في الأسبوع 4؟, مراجعة تدريبات معمل التطوير المهني (CDL): فهم التحليلات الشخصية
مراجعة الدورة التدريبية
Course: Consigue la venta: crea, lanza y administra tiendas de comercio electrónico
Modules:
Introducción al curso 6, Te damos la bienvenida a la semana 1, ¿Qué es el comercio electrónico?, Los beneficios de vender en línea, Henry: Mi trayectoria profesional en el comercio electrónico, Conoce los fundamentos del comercio electrónico, Jaylin: El rol de un/a especialista en comercio electrónico de nivel inicial en una gran empresa grande y en una pyme, Investigación de mercado, Identifica tu público objetivo, Cómo hacer investigaciones de productos, Abastecimiento de productos, Marketing de marca en el comercio electrónico, Resumen
Te damos la bienvenida a la semana 2, Descripción general de las tiendas de comercio electrónico, Plataformas de comercio electrónico, Introducción a Shopify, Introducción a la construcción de una tienda de comercio electrónico, Añade productos a una tienda de Shopify, Termina de crear una tienda de Shopify, Crea tu cuenta de Google Merchant Center y vincúlala a Shopify, Agrega Google y otros canales de shopping en Shopify, Conclusión
Te damos la bienvenida a la semana 3, Publicidad en línea, Publicidad con campañas de Google Ads, Conoce las campañas inteligentes, Crear una campaña de shopping inteligente, Explorar la estacionalidad en el comercio electrónico, Usar Google Ads para planificar según la estacionalidad, Optimiza tus estrategias de marketing de comercio electrónico, Resumen
Te damos la bienvenida a la semana 4, Crea una experiencia en línea atractiva para tus clientes, Introducción a la etapa de pago, Motivos comunes del abandono de carritos, Taylor: Optimiza el sitio web para mejorar las ventas, Haz que los productos le lleguen a tus clientes, Resumen, Resumen del curso
Course: Strengthening Real World Relevance in the Classroom
Modules:
Uniting Real World Issues with Academic Outcomes
Harnessing Technology for Community Good
Seeking Evidence for Authentic Learning
Course: La gestión de personas y equipos
Modules:
Bienvenida al Curso, 1.- ¿Qué es la motivación?, 2.- ¿Qué necesidades tienen las personas? - parte 1, 3.- ¿Qué necesidades tienen las personas? - parte 2, 4.- ¿Cómo satisfacer las necesidades? - parte 1, 5.- ¿Cómo satisfacer las necesidades? - parte 2, 6.- ¿Cómo satisfacer las necesidades? - parte 3, 7.- ¿Qué resultados producen las decisiones?, 8.- ¿Cómo utilizar todo esto?
1.- ¿Qué es el liderazgo?, 2.- Teoría de los rasgos, 3.- Teoría del comportamiento - parte 1, 4.- Teoría del comportamiento - parte 2, 5.- Teoría del comportamiento - parte 3, 6.- Tipologías de liderazgo, 7.- Entrevista a Esther Jiménez
1.- ¿Qué es un equipo?, 2.- Diversidad en los equipos, 3.- Gestión de conflictos en los equipos, 4.- Fases de desarrollo de los equipos, 5.- Rendimiento en el equipo, 6.- Liderazgo de equipo - parte 1, 7.- Liderazgo de equipo - parte 2, 8.- Resumen, 9.- Entrevista a Frederic Sabrià
1.- ¿Qué es la cultura? - parte 1, 2.- ¿Qué es la cultura? - parte 2, 3.- ¿Qué papel juega la cultura en la empresa? - parte 1, 4.- ¿Qué papel juega la cultura en la empresa? - parte 2, 5.- ¿Qué elementos determinan la cultura?, 6.- ¿Cómo crear y mantener una cultura? - parte 1, 7.- ¿Cómo crear y mantener una cultura? - parte 2, 8.- ¿Cómo crear y mantener una cultura? - parte 3, 9.- Resumen, 10.- Entrevista a Miquel Lladó
Course: Fundamentals of Machine Learning for Supply Chain
Modules:
Welcome to the Course!, Why Python? Why Jupyter? Why ML?, Setting Up the Environment, Module Introduction, Python and Jupyter Notebook Basics, Lists, Dictionaries, Loops, Functions, Libraries and Modules, Linear Programming with Pulp (I), Linear Programming with Pulp (II)
Module Introduction, Introduction to Pandas and Numpy (A Tale of Two Matrices), Deep Dive into Numpy (Part I), Deep Dive Into Numpy (Part II), Deep Dive Into Numpy (III), Introduction to Pandas, Indexing in Pandas (I), Indexing in Pandas (II), Pandas Deep Dive
Module Introduction, Groupby, apply, Groupby, apply, transform, Beyond Basic Groupby, Groupby Rolling
Math of Linear Programming I (Optional), Math of Linear Programming II (Optional)
Course: Game Design and Development 3: 3D Shooter
Modules:
Course Overview, Project Overview, Creating A New Unity Project, Getting The New Input System, Importing The Asset Package, Main Menu Setup 1 - Creating Menu, Main Menu Setup 2 - About Page, Main Menu Setup 3 - Dynamic Elements, Main Menu Setup 4 - Unity Terrain, Main Menu Setup 5 - Environment Prefabs, Creating First Level, Setting Up 3D Art Assets, Writing The Player Controller Script 1, Writing The Player Controller Script 2, Writing The Player Controller Script 3, Writing The Player Controller Script 4, Putting Together The Player Prefab, Enemy AI Setup 1, Enemy AI Setup 2, Finishing The Level, Creating Another Level, Boss Fight, Using Provided Prefabs 1, Using Provided Prefabs 2, Finish the Project, 3D Shooter Modification Examples
Game Graphics Concepts - Part 1 of 3, Game Graphics Concepts - Part 2 of 3, Game Graphics Concepts - Part 3 of 3, Creating Game Graphics, Game Audio Concepts, Creating Game Audio, The Asset Pipeline, Programming Best Practices - Part 1: Introduction, Programming Best Practices - Part 2: Easy-to-Read Code, Programming Best Practices - Part 3: Designer-Friendly Code, Programming Best Practices - Part 4: Fault-Tolerant Code, Programming Best Practices - Part 5: Efficient Code, Programming Best Practices - Part 6: Refactoring Code
Level Design - Part 1: Introduction, Level Design - Part 2: Components of Level Design, Level Design - Part 3: Tips for Designing Levels, Level Design - Part 4: Level Design Activity, Game Balancing - Part 1: Introduction, Game Balancing - Part 2: Player vs. Player, Game Balancing - Part 3: Player vs. Gameplay, Game Balancing - Part 4: Gameplay vs. Gameplay, Game Balancing - Part 5: Game Design Challenge
Prototyping and Playtesting - Part 1: Introduction, Prototyping and Playtesting - Part 2: Gameplay Prototypes, Prototyping and Playtesting - Part 3: Other Early Prototypes, Prototyping and Playtesting - Part 4: Mid to Late Prototypes, Prototyping and Playtesting - Part 5: Playtesting, Prototyping and Playtesting - Part 6: Playtesting (cont.), Prototyping and Playtesting - Part 7: Playtesting (cont.), Course Wrap Up
Course: Global Politics
Modules:
Old and new paradigms, Positive and Normative Theories of Order, A legitimate world order?, Hobbes' Constant, The Making of an Interstate System, Delegating sovereignty, The war factor, From Westphalia to Vienna, From The Hague to San Francisco and Havana
From pluralism to solidarity, Towards Democratization, Towards Liberalization, From the Concert of Europe to NATO?, Offensive and Defensive Realisms, Polarity as a way to structure agency
New Global Challenges, New (A)social Organizations, The Un-building of the Nation-State, Protecting the Globe, Cooperation, Global Governance
Expansion and Overlap, Interorganizational Cooperation, Networking, Socialization and Standardization, Legalization and Juridicisation, Normalization and Institutionalization, Cosmopolitanism, Contentious Global Politics, World Democracy