dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Statistical Inference for Estimation in Data Science
Modules:
Welcome to Statistical Inference
Discrete Random Variables and Probability Mass Functions, Continuous Random Variables and Probability Density Functions, Joint Distributions and Independence, The Gamma Distribution, Transformations of Distributions, Expectation and Properties of Expectation, Variance and Covariance, Estimators and Sampling Distributions, Distributions of Sums, Method of Moments Estimators
A Motivating Example, Notation, Terminology, and First Complete Examples, MLEs for Multiple and Support Parameters, The Invariance Property, Mean Squared Error, Bias, and Relative Efficiency
Fisher Information and the Cramer-Rao Lower Bound, Computational Simplifications for the CRLB, The Weak Law of Large Numbers, The Central Limit Theorem, Large Sample Properties of MLEs
Let's Build a Confidence Interval!, The Chi-Squared and t- Distributions, t-Distribution Confidence Intervals, Confidence Intervals for the Difference Between Population Means, Small Sample Confidence Intervals for the Difference Between Population Means
A Confidence Interval for Proportions, Confidence Intervals for Variances, A Confidence Interval for a Ratio of Variances, Who Needs Normality?, General Confidence Intervals 2
Course: 심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화
Modules:
훈련/개발/테스트 세트, 바이어스/분산, 머신 러닝을 위한 기본 레시피, 정규화, 정규화를 사용하면 과적합을 줄일 수 있는 이유는 무엇입니까?, 드롭아웃 정규화, 드롭아웃의 이해, 기타 정규화 방법, 입력 정규화, 기울기 소실/폭발, 심층 네트워크에 대한 가중치 초기화, 기울기의 수치적 근사, 기울기 검사, 기울기 검사 구현 시 참고 사항, Yoshua Bengio 인터뷰
미니 배치 기울기 하강, 미니 배치 기울기 하강 이해하기, 지수 가중 평균, 지수 가중 평균의 이해, 지수 가중 평균의 바이어스 수정, 모멘텀이 있는 기울기 하강, RMSprop, Adam 최적화 알고리즘, 학습률 감소, 로컬 옵티마의 문제, Yuanqing Lin 인터뷰
튜닝 프로세스, 적절한 척도를 사용하여 하이퍼파라미터 선택, 하이퍼파라미터 튜닝 실제: Pandas 대 Caviar, 네트워크에서 활성화 정규화, 신경망에 Batch Norm 맞추기, Batch Norm이 작동하는 이유는 무엇입니까?, 테스트 시간의 Batch Norm, Softmax 회귀, Softmax 분류기 훈련, 딥 러닝 프레임워크, TensorFlow
Course: Attention Mechanism - Español
Modules:
Mecanismo de atención: Descripción general
Course: إدارة البيانات في مايكرسوفت إكسل | Managing Data in MS Excel
Modules:
خيارات الفرز المختلفة (Sorting), خيارات التصفية والهدف منها (Filtering), تقسيم النصوص إلى أعمدة (Text to Columns) وكيفية الاستفادة منها, التعبئة السريعة (Flash Fill) وحذف المكررات (Remove Duplicates), التحقق من صحة وسلامة البيانات - الجزء الأول, التحقق من صحة  سلامة البيانات - الجزء الثاني, الخلاصة
Course: Electrifying the Journey: On-Board Charging Systems for EVs
Modules:
Introduction to the course & the instructor, Overview of on-board charging technology, Evolution of on-board charging systems, Basic Components and Architecture, Differentiating between charger types, Pros and cons between charger types, Innovations in charger technology, The charging cycle explained, Energy transfer mechanisms, Safety protocols and standards
Introduction to design and integration challenges, Principles of charger design, Addressing design challenges, Innovations in charger design, Integrating chargers with vehicle systems, Compatibility with different vehicle models, User interface and experience, Maximizing charging efficiency, Reducing charging time, Enhancing charger performance
Introduction to advanced technologies and applications, Cutting-edge innovations in on board charging, Wireless charging systems, Smart charging solutions, On board charging in electric cars, Chargers for commercial vehicles, The future of charging in public transport, Eco-friendly charging technologies, Impact on energy consumption, Promoting sustainable charging practices
Introduction to exploring the future of on-board charging, Current market dynamics, Consumer expectations and needs, Predicting future market trends, International charging standards, Regulatory challenges, Compliance and certification, Emerging technologies in on board charging, Future directions in charging infrastructure, Anticipating the next big breakthrough, Wrap-up & key takeaways
Course: Datos no tradicionales en repositorios NoSQL
Modules:
Introducción al curso, Introducción al módulo 1, ¿Qué es No SQL? ¿Qué resuelve?
Introducción al M2, Requerimientos de escalabilidad, disponibilidad y desempeño en sistemas NoSQL., Crear un clúster de MongoDB con sharding y replicación en Docker
Introducción al Módulo 3
Introducción al Módulo 4, Familia orientada a documentos - conceptos básicos, ¿qué resuelve? ¿cuándo es apropiado?, Familia orientada a grafos ¿qué resuelve? ¿cuándo es apropiado?, Cierre del curso
Course: Managerial Accounting: Tools for Facilitating and Guiding Business Decisions
Modules:
Welcome and Course Overview, Learn on Your Terms, Fundamental Concepts, Sunk Costs, Opportunity Costs, Common Mistakes, What We've Learned in Lesson 1.1, Learning Objectives and Overview, Keep or Drop a Product Line, Make or Buy, Replace or Retain Equipment, Additional Considerations, What We've Learned in Lesson 1.2, Learning Objectives and Overview, Sell "As-Is" or Process Further, Accepting a Special Order, What We've Learned in Lesson 1.3, Module 1 Review
Fundamentals and Concepts, Cost Variance Classification and General Framework, Causes of Variances, An Example Scenario and Direct Materials Variances, Direct Labor Variances, Variable Overhead Variances, Fixed Cost Variances, Production Volume Variances, What We've Learned in Lesson 2.2, Fundamentals and General Framework, An Example Scenario, What We've Learned in Lesson 2.3, Module 2 Review
Fundamentals and Concepts, What We've Learned in Lesson 3.1, Why is Financial Performance Measurement Important?, Return on Investment, The Underinvestment Problem, Residual Income, What We've Learned in Lesson 3.2, Non-Financial Measures, Strategic Performance Measurement Systems, Performance Measurement Issues, Subjective Performance Evaluation, What We've Learned in Lesson 3.3, Module 3 Review
Fundamental Concepts, Basic Terminology, Implications, What We've Learned in Lesson 4.1, Master Budget Overview, Sales Budget, Production Budget, Component Budgets, Budgeted Income Statement, What We've Learned in Lesson 4.2, Financing Budget Overview, Cash Budget - 1, Cash Budget - 2, Cash Budget - 3, Extending the Example, What We've Learned in Lesson 4.3, Capital Budgeting Overview, Example Scenario, Payback, Accounting Rate of Return, Time Horizon and Implications, Discounted Cash Flow and Net Present Value, Internal Rate of Return, What We've Learned in Lesson 4.4, Module 4 Review
Course: Global Warming II: Create Your Own Models in Python
Modules:
Welcome, How the Model Works
How the Model Works
How the Model Works
How the Model Works
How the Model Works
Course: Engaging in Enterprise Growth and Innovation
Modules:
Develop a Customer Research Plan, Understanding User Pain Points, Define the Full Use Case with Perceived and Latent Needs, Personas for User Needs, Creating a Customer Value Proposition
Module Introduction, Step 1: Develop a Design Vision, Step 2: Assess Impact on the User and Use Cases, Layered, Modular Architecture Design, Industrial Example of Modular Design, Don’t Forget the Packaging, Composite Design for Rapid Implementation, Create Prototypes
Module Overview, Software Applications, A Healthcare Security Example, Software Framework, Designing Services: Two Major Frameworks, A Worker's Comp Example, Platforming Definitions, Modularity, Scalability, and Good, Better, Best, Video: IoT Systems Innovations, IoT Systems Innovations: Industrial Example, Consumer Cases IoT Dental Example
Innovation and the Business Case Introduction, OPEX, CAPEX, CAGR, Digital Business Process Transformation, Business Case Templates, The Mayo Business Case
Course: Networking in Google Cloud: Hybrid Connectivity and Network Management en Français
Modules:
Présentation du cours "Networking in Google Cloud"
Présentation du module, Présentation de la connexion, Interconnexion dédiée, Présentation de l'interconnexion partenaire, Créer l'interconnexion partenaire, Connexions de couche 2 et de couche 3, Recommandations pour l'interconnexion partenaire, Cross-Cloud Interconnect, Démonstration : Créer une interconnexion dédiée, Présentation de Cloud VPN, Topologies de VPN haute disponibilité, Recommandations pour le VPN, Présentation de l'atelier : Configurer un VPN haute disponibilité Google Cloud, Coursera : Premiers pas avec Google Cloud Platform et Qwiklabs, Influencer la sélection du meilleur chemin, Fonctionnalités de Network Connectivity Center, Informations sur le produit, Mises en garde, Récapitulatif du module
Présentation du module, Présentation de l'accès privé à Google, Accès privé à Google, Mises en garde, Règles de transfert, Équilibreurs de charge, Avantages et inconvénients, Accès aux services privés, Cloud NAT, Présentation de l'atelier : Implémenter l'accès privé à Google et Cloud NAT, Récapitulatif du module
Présentation du module, Tarifs du réseau, Niveaux de service réseau, Présentation de l'atelier : Optimiser les dépenses associées au réseau à l'aide des niveaux de réseau, Facturation, Démonstration : Analyser la facturation à l'aide d'étiquettes, Récapitulatif du module
Présentation du module, Surveillance, Informations sur le réseau, Présentation de l'atelier : Surveillance des ressources, Journalisation, Présentation de l'atelier : Analyser le trafic réseau grâce aux journaux de flux VPC, Récapitulatif du module
Course: Impacting the Opioid Crisis: Prevention, Education, and Practice for Non-Prescribing Providers
Modules:
Introduction, Opening Panel, Module 1 Overview, Addiction Stigma and the Opioid Crisis, COVID-19's Impact on the Opioid Crisis
Module 2 Overview, Pain and Pharmacology, Perceptions of Pain
Prescribing Guidelines: Chronic Pain, Prescribing Guidelines: Acute Pain, The What, Why, and How of Transitions of Care, Prevention Through Changing Prescribing Practices, Non-Opioid Medications for Pain, The Risk of Using Opioids with Other Medications, Prescription Drug Monitoring Program (PDMP), Part 1, Prescription Drug Monitoring Program (PDMP), Part 2
Module 4 Overview, Managing Addiction Stigma in Treating Pain and OUD, Educating Patients on Safe Opioid Use, Adolescents and Emerging Adults and Opioid Misuse, Opioid Misuse Among Pregnant Women, Opioid Use in Athletes, Chronic Pain and Substance Use Disorder, Safe Disposal, Conversations about Pain Treatment, Behavioral Interventions for Chronic Pain, Opt-In Program, Educating Patients about Opioid Rescue Drugs (Naloxone)
Module 5 Overview, Opioid Use Disorder Assessment, Opioid Use Disorder Treatment Plans, Medication-Assisted Treatment (MAT), Initiation of Treatment in Emergency Departments, COVID's Impact on Treatment of OUD
Public Policy, Surveillance, State Delivery Models for Opioid Use Disorder Treatment, How to Do Effective Advocacy, Closing Panel
Course: Power BI Data Analyst Associate Prep
Modules:
Course introduction, Introducing Power BI and its components, Getting data from different sources, Cleaning and shaping data, Loading data in Power BI, Selecting a data model framework, Working with tables and dimensions, Resolving modeling challenges, Modeling data in Power BI Desktop, Introducing Data Analysis Expressions (DAX) functions, Adding measures to Power BI models, Creating model calculations by using DAX
Using data visualization strategies, Creating visually appealing reports, Formatting and configuring visualizations, Techniques for enhancing Power BI reports, Using the Analyze feature, Identifying outliers and grouping data
Creating a Power BI workspace, Creating a Power BI dashboard, Managing datasets, Configuring row-level security (RLS)
Course: Teaching Impacts of Technology: Fundamentals
Modules:
Welcome to the Course!, This is part of a Specialization
24 Hours in Your Digital World, Goals, Your First Interactive Reading, Click-Enabled Home Delivery, Why These Resources?, Check Your Knowledge, What is Teacher Powerup?, In Your Experience..., What is the Shortest Path?, Optional: Check Your Knowledge, Teaching Tip: Formative Assessment Classroom Techniques, Check Your Knowledge
Enrichment Revolution: Video to your Device, In Your Experience, Check Your Knowledge, Check Your Knowledge, Check Your Knowledge
Why Study: Impacts and Next Steps, Teaching Computing vs Teaching X, Check Your Knowledge, Brains Aren't Buckets, Learning Design Review: What Structures Do We Use To Support Your Learning?, Check Your Knowledge
Beth's Take on Computer Science Lesson Plans, Expert Review: Muddy City Lesson (Part 1), Expert Review: Muddy City Lesson (Part 2), Expert Overview: Muddy City Version 2.0
Course: Introdução ao marketing de mídias sociais
Modules:
Introdução ao Certificado Profissional de Marketing de Mídias Sociais do Facebook, Introdução à visão geral do marketing de mídias sociais, Apresentação de Anke Audenaert, Carreiras no marketing digital, Visão geral do panorama das mídias sociais, Introdução ao marketing, Introdução ao marketing digital, Introdução ao marketing de mídias sociais, Mídias sociais e negócios, Mídias sociais e organizações sem fins lucrativos, Categorizando as mídias sociais, A história do Facebook, Visão geral dos produtos do Facebook, Conclusão do panorama de mídias sociais
Visão geral das plataformas de mídias sociais, Use o Facebook para conectar pessoas e empresas, Engaje e entretenha com vídeos no YouTube, Estabeleça conexões no WhatsApp e no Messenger, Conecte-se, envolva-se e negocie com o WeChat - Vídeo opcional, Encontre pessoas que se interessam pelo que você faz no Instagram, Crie conexões profissionais no LinkedIn, Use vídeos curtos para conectar-se no TikTok, Impulsione a sua comunicação com o Snapchat - Vídeo opcional, Participe da conversa no Twitter, Exiba seus produtos e serviços no Pinterest - Vídeo opcional, Conecte-se em redes sociais de nicho - Vídeo opcional, Plataformas de mídias sociais – Conclusão
Visão geral sobre metas e planos para o sucesso, O que são metas de marketing e por que você precisa delas?, Estabelecendo metas SMART para seu marketing, O que são KPIs e por que você precisa deles?, Definindo KPIs para seu marketing, Metas e planos para o sucesso – Conclusão
Conheça seu público-alvo – Visão geral, O que é público-alvo e por que você precisa de um?, Definindo seu público-alvo, O que é a jornada do cliente e por que você precisa dela?, Mapeando a jornada do cliente, Conheça seu público-alvo – Conclusão
Escolha seus canais de mídias sociais – Visão geral, Escolha sua plataforma com cuidado, Associe seu público-alvo à plataforma certa, Gerenciando as políticas de uso para as mídias sociais, Criando uma política de uso para mídias sociais, Usando o blog da sua empresa, Gerenciando seu blog, Escolha seus canais de mídias sociais – Conclusão e parabéns!
Course: Introduction to Amazon Elastic Container Service
Modules:
Course Introduction, Introduction to Containers - Part 1, Introduction to Containers - Part 2, Container management tools (Docker, Amazon ECS , OpenShift), AWS Account Setup and Navigation, Choosing an AWS Container Service, Introduction to ECS - Part 1, Introduction to ECS - Part 2, ECS Terminology and Features, ECS Application Lifecycle - Part 1, ECS Application Lifecycle - Part 2, Working of ECS and ECR, Amazon ECS Containers and Images, ECS Cluster Concepts, Amazon ECS clusters in Local Zones, Wavelength Zones, and AWS Outposts, Amazon ECS cluster management and auto scaling, Set-up process for the Amazon ECS - Part 1, Set-up process for the Amazon ECS - Part 2, Demonstration - Set-up process for the Amazon ECS - Part 1, Demonstration - Set-up process for the Amazon ECS - Part 2, Create a container image - Part 1, Create a container image - Part 2, Demonstration - Create a container image - Part 1, Demonstration - Create a container image - Part 2, Demonstration - Create a container image - Part 3, AWS ECS Anywhere, Work  with Windows containers on AWS Fargate, Demonstration - Work  with Windows containers on AWS Fargate - Part 1, Demonstration - Work  with Windows containers on AWS Fargate - Part 2, Understand the concepts of Fargate, Task Definitions, Tasks, and Services, Monitoring Amazon ECS and Securing Elastic Container Service, Use  with Linux containers on AWS Fargate, Demonstration - Use  with Linux containers on AWS Fargate, Scheduling Amazon ECS tasks
Course: Introduction to Generative AI - Português Brasileiro
Modules:
Introdução à IA generativa
Course: Trastorno por Déficit de Atención con Hiperactividad (TDAH)
Modules:
Bienvenida al curso, Reconocer síntomas del TDAH a través de ejemplos clínicos de la vida cotidiana, Final de la semana 1
Introducción a la segunda semana, Ejemplos de los tipos de atención, Tipos de atención en niños con TDAH, Tipos de atención en adultos con TDAH, Cómo impactan en el día a día de los pacientes con TDAH los problemas de atención
Introducción a la tercera semana, Clasificación de los trastornos del neurodesarrollo, Patologías que afectan la atención en la adultez, Diferencias principales entre TDAH y algunos trastornos en la infancia, Diferencias principales entre TDAH y algunos trastornos en la adultez
Introducción a la cuarta semana, Modos de intervención, Intervenciones psicológicas en TDAH en niños, Intervenciones en TDAH del adulto
Course: How Things Work: An Introduction to Physics
Modules:
Introduction to How Things Work
Skating Introduction, Why Does a Motionless Skater Tend to Remain Motionless?, Why Does a Moving Skater Tend to Continue Moving?, How Can We Describe the Fluid, Effortless Motion of a Coasting Skater?, How Does a Skater Start, Stop, or Turn?, Why Does a Skater Need Ice or Wheels in Order to Skate?, Skating Summary
Falling Balls Introduction, Why Does a Dropped Ball Fall Downward?, How Differently do Different Balls Fall?, How Would a Ball Fall on the Moon?, How Does a Falling Ball Move After it is Dropped?, How Can a Ball Move Upward and Still be Falling?, How Does a Ball's Horizontal Motion Affect its Fall?, Falling Balls Summary
Ramps Introduction, Why Doesn't a Wagon Fall Through a Sidewalk?, Why Does a Sidewalk Perfectly Support a Wagon?, How Does a Wagon Move as You Let it Roll Freely on a Ramp?, Why is it More Exhausting to Lift a Wagon Up Than to Lower a Wagon Down?, Why is it Easier to Pull a Wagon Up a Ramp Than to Lift it Up a Ladder?, Ramps Summary
Seesaws Introduction, How Does a Balanced Seesaw Move?, Why Does a Seesaw Need a Pivot?, Why Does a Lone Seesaw Rider Plummet to the Ground?, Why do the Riders' Weights and Positions Affect the Seesaw's Motion?, Why Do the Riders' Distances from the Pivot Affect the Seesaw's Responsiveness?, How Do the Seesaw's Riders Affect One Another?, Seesaws Summary
Wheels Introduction, Why Does a Wagon Need Wheels?, Why is Sliding a Box Across the Floor Usually Hardest at the Start?, How is Energy Wasted as a Box Skids to a Stop?, How Do Wheels Help a Wagon Coast?, How do Powered Wheels Propel a Bicycle or Car Forward?, How is Energy Present in a Wheel?, Wheels Summary
Bumper Cars Introduction, Does a Moving Bumper Car Carry a Force?, How is Momentum Transferred From One Bumper Car to Another?, Does a Spinning Bumper Car Carry a Torque?, How is Angular Momentum Transferred From One Bumper Car to Another?, How Does a Bumper Car Move on an Uneven Floor?, Bumper Cars Summary
Closing out How Things Work and Keeping In Touch
Course: Fundamental Linear Algebra Concepts with Python
Modules:
Specialization Introduction, Course Introduction, Instrutor Introduction, Review of Linear Equations, Determinants, Find the Determinant of Any Matrix Using Python, Inverse of a 2 x 2 Matrix, Inverses of a 3 x 3 Matrix
Review of Matrix Arithmetic, Review Matrix Algebra in Python, Using Python to Find the Transpose of a Matrix, Using Python to Find the Inverse of a Matrix, Using Matrix Algebra in Python
Row Reduction (Infinitely Many Solutions), Row Reduction (No Solutions), Finding Inverses of a Higher Dimension Matrices, Solving Systems Using the Inverse, Cramer's Rule
Linear Transformations, Examples of Linear Transformations, Matrix Representations of Transformations, Eigenvalues, Finding Eigenvalues, Eigenspace, Diagonalizable Matrix, Diagonalizable Matrices II, Diagonalization of a Matrix Using Python, Real World Examples, More Real World Examples - PCA Step by Step
Course: Introduzione alla Storia dell'Architettura Contemporanea
Modules:
Introduzione al corso, Capolavori del Novecento, Le Corbusier: Ville Savoye, Poissy (1928-31), Ludwig Mies van der Rohe: Farnsworth House, Plano (1945-51), Alvar Aalto: Experimental House, Muuratsalo (1952-53), Le Corbusier: Notre Dame du Haut, Ronchamp (1950-55), Le Corbusier: Couvent de la Tourette, Eveux (1952-59), Ludwig Mies van der Rohe: Crown Hall, Illinois Institute of Technology, Chicago (1950-56), Frank Lloyd Wright: Guggenheim Museum, New York (1943-59), Ludwig Mies van der Rohe: Seagram Building, New York (1954-58), Ludwig Mies van der Rohe: Neue Nationalgalerie, Berlino (1962-68)
Due maestri italiani, Franco Albini (1905-1977), Ritratto dell'architetto da giovane, Spazi atmosferici, Modernità e tradizione, L'arte del porgere, L'architettura nella città, Luigi Moretti (1907-1973), Una teoria dell'architettura moderna, Architettura è forma, Tempo e spazio, Struttura e forma, Un'opera milanese
Viaggi nell'Architettura contemporanea, Gilles Perraudin: Cantina del Monastero di Solan, Uzès, LIN Architects: Alvéole 14, Saint Nazaire, João Luís Carrilho da Graça: Museo del Castello di San Giorgio, Lisbona, Rafael Moneo: Museo del Teatro romano, Cartagena Previous Subsection, Grafton Architects: OPW Building, Dublino Previous Subsection, David Chipperfield: Rockbund Art Museum, Shanghai, SANAA: Museo del Louvre, Lens, Renzo Piano: ampliamento del Kimbell Art Museum, Fort Worth, Philippe Prost: Mémorial International, Notre-Dame-de-Lorette
Course: Innovation for Entrepreneurs: From Idea to Marketplace
Modules:
Preview of the Course, Introduction to the Course, Guest Lecture with U.S. Secretary of Commerce Penny Pritzker - What Does Innovation Mean to You?, What are entrepreneurial opportunities?, What factors influence the feasibility of an innovation?, Which innovation strategy: technology-push or market-pull?, Product-market fit, How do you develop a business model, Walkthrough of the business model canvas - Part 1, Walkthrough of the business model canvas - Part 2
What do customers want to know?, Customer types, Customer archetypes, Customer segments and business models, Customer segments, value propositions, product features, How to map your value?, How to interview customers?, How to get insights from your customers?
Customer value, The DNA of customer-centricity, Crossing the chasm, Qualitative and quantitative marketing research, Importance and methods of market segmentation, Focusing on the target market, Beyond the chasm, Strategic implications of beyond the chasm, E-commerce: The internet as a selling platform
Planning for prototyping, Why and how to prototype, Rapid prototyping and development, Lean startup MVPs, Choosing a wireframing/UX prototyping tool, Anatomy of an experience map, What you'll learn from user testing, Analytics and insight, Troubleshooting your customer discovery, Levels of a product/service
Recruiting people to your cause, Hiring employees, Platforms for finding talent, Cross pollination and team configuration, Directing the rider, Motivating the elephant
Course: Introduction to Enterprise Computing
Modules:
Introduction, Computer Architecture, Mainframe Architecture, Virtualization, What is an Operating System?, Mainframe Operating System
Why use Mainframes?, IBM Z Hardware Components, Mainframe Features, What is Millicode?, HMC and SE, Sysplex
z/OS Security, Security addendum, Transaction level security, Crypto Express Key Management, IOCDS, Activation Profiles, IPLing an operating system
Course: Global Quality Maternal and Newborn Care
Modules:
Welcome to the Course, Meet Your Instructors, Sustainable Development Goals, Maternal Mortality, Maternal Mortality in the United States, Global Stillbirth, Stillbirth, Child Survival: Neonates & Children Under 5, Early Breastfeeding Initiation
Quality Maternal & Newborn Care: The Lancet Series on Midwifery, What is a midwife?, Midwifery Model of Care: Philosophy, Midwifery-Led Models of Care, The Expanded View of Midwifery, Midwifery Care as Justice Work, Quality Maternal & Newborn Care: Key Takeaways
Too Little Too Late & Too Much Too Soon, Quality Care: Practice Categories, Evidence-Based Care Guidelines, Birth Setting, The Built Birth Environment, Birth Setting & Empowerment
High Quality, Low Cost, Collaborative Care, The Role of Midwifery, Cambodia Case Study, Integrative Midwifery Care: Rural Northern Uganda, Integrating Midwives in the United States, Gender Inequality, Africa Case Study, Care Organization: Network Integration (aka Networks of Care)
Meeting the Needs of Individuals: Respect, Identifying Disrespect at the Provider-Level, Addressing Disrespect at the System-Level, Meeting the Needs of Providers: Barriers, Meeting the Needs of Families and Communities: Culture, Culturally-appropriate Training Examples, Care Values: Women-Centered Action Plans
Care Philosophy: What Matters to Women, Emerging Science: Epigenetics and Birth, Interventions at Birth, Interventions at Birth and the Infant Microbiome, Supporting Biological Processes and Implementing Change, Uninterrupted Skin-to-skin Contact, Building Capacity through Positive Birth Experience, Care Philosophy: Creating Positive Birth Experiences
Care Providers: Enabling the Workforce, Scaling Up Midwifery Care: Impact and Cost, Building Midwifery Workforce in India, Building Midwifery Workforce in Africa, Strengthening Quality Midwifery Education
Evidence in Practice: Our Approach to Policy, Evidence in Practice: Midwives & Policy, Advocacy Spotlight: UNFPA, Advocacy Spotlight: White Ribbon Alliance
Course: Primeros pasos en el proceso de diseño de UX: Empatizar, definir e idear
Modules:
Introducción al curso 2: Empatizar, definir e idear, Emily: el poder de la investigación de UX, Colaboración y retroalimentación sobre los proyectos del portfolio, Introducción a la investigación en UX, Christie: el diseño y la importancia de la retroalimentación, Elegir el método de investigación adecuado, Comprender las ventajas y las desventajas de los métodos de investigación, ​​Craig: Mi recorrido hacia la UX, Identificar sesgos en la investigación en UX, ​​Identificar sesgos en la investigación de UX, Actividad de cierre: Integrar la investigación en el proceso de diseño
Empatizar con los usuarios, Reclutar participantes para las entrevistas, Prepararse para las entrevistas de usuario, Realizar las entrevistas de usuario, Mapas de empatía, Identificar los puntos débiles del usuario, Comprender a las personas, Actividad de cierre: Empatizar con los usuarios y definir los puntos débiles
Bienvenido a la semana 3, Crear historias de usuario, Ten en cuenta los casos límite, Ayan: ejemplo real de casos límite, Crear un mapa de recorrido del usuario, Considera la accesibilidad al empatizar, Comprende el efecto «rampa de acera», Actividad de cierre: Creación de historias de usuario y mapas de recorrido del usuario
Bienvenido a la semana 4, Crear planteamientos del problema, Define planteamientos de hipótesi, Define una propuesta de valor, Comprender los factores humanos, Explorar los principios de la psicología que influyen en el diseño., Actividad de cierre: Definición de problemas de usuario
Bienvenido a la semana 5, Comprender de qué se trata idear el diseño, Explorar muchas ideas, Reconocer las necesidades empresariales al idear el diseño, Alcance de la competencia, Límites a las auditorías competitivas, Pasos para llevar a cabo una auditoría competitiva, Utiliza los conocimientos de las auditorías competitivas para idear, Vanessa: mi recorrido hacia la UX, Usa How Might We para idear, Usa Crazy Eights para idear, Considera los recorridos del usuario durante la ideación, Cierre: Idear soluciones de diseño, Felicitaciones por completar el Curso 2: empatizar, definir e idear.
Course: Create High-Fidelity Designs and Prototypes in Figma
Modules:
Introduction to Course 5: Create High-Fidelity Designs and Prototypes in Figma, Kunal - My journey to UX, Welcome to module 1, Introduction to mockups, Chikezie - Transition from low-fidelity to high-fidelity designs, Introduction to foundational elements of visual design, Typography in UX design, The importance of typography, Color in UX design, Iconography in UX design, Add images to your mockups, Introduction to layouts, Use grids to guide layouts, Use containment in layouts, Use negative (white) space in layouts, Wrap-up: Starting to create mockups
Welcome to module 2, Emphasis in UX design, Hierarchy in UX design, Scale and proportion in UX design, Unity and variety in UX design, Apply Gestalt Principles to mockups, Reflect on your progress, Wrap-up: Applying visual design principles to mockups
Welcome to module 3, Introduction to design systems, Benefits of design systems, Google's design system: Material Design, Shopify's design system: Polaris, Create a sticker sheet in Figma, Use a design system library in Figma, Shabi - Consider assistive technologies when working in design systems, Wrap-up: Exploring design systems
Welcome to module 4, Introduction to high-fidelity prototypes, Create a high-fidelity prototype in Figma, Gestures and motion in UX design, Add gestures and motion in Figma, Accessibility considerations for gestures and motion, Jen - Design with accessibility in mind, Learn from Figma - Prototype interactions and feedback, Wrap-up: Creating high-fidelity prototypes
Welcome to module 5, Plan a UX research study, Conduct a usability study, Analyze and synthesize usability study results, Iterate on high-fidelity designs, Identify when a design is complete, Document and share designs, Hand off designs for production, Learn from Figma - Prepare for hand off, Create a case study for your portfolio project, Wrap-up: Testing and iterating on designs, Congratulations on completing Course 5: Create High-Fidelity Designs and Prototypes in Figma
Course: Como influenciar pessoas
Modules:
01.01 - Bem-vindo, 01.02 - O que você aprenderá neste curso, 01.03 - Como definir o poder nas organizações, 01.04 - Os benefícios do poder, 01.05 - O lado negro do poder (Parte 1), 01.06 - O lado negro do poder (Parte 2), 01.07 - As bases do poder: Estrutural, pessoal e cognitivo (Parte 1), 01.08 - As bases do poder: Estrutural, pessoal e cognitivo (Parte 2), 01.09 - Estratégias de como desenvolver o poder estrutural (Parte 1), 01.10 - Estratégias de como desenvolver o poder estrutural (Parte 2), 01.11 - Estratégias de como desenvolver o seu poder pessoal, 01.12 - Estratégias de como desenvolver o seu poder cognitivo, 01.13 - O poder é acompanhado de grande responsabilidade, 01.14 - Recapitulação: Como desenvolver sua base de poder
02.01 - Prova social, 02.02 - Influência e poder informais, 02.03 - Autoridade e influência, 02.04 - Tendências e influências cognitivas, 02.05 - Afinidade, escassez e reciprocidade, 02.06 - Mensagem, discurso e influência, 02.07 - Influência não verbal, 02.08 - Hora do dia e influência, 02.09 - Seu kit de ferramentas de influência
03.01 - Redes e poder, 03.02 - Poder e dependência, 03.03 - Recursos em Troca social, 03.04 - Jeff Brodsky fala sobre Como criar relações (Parte 1), 03.05 - Jeff Brodsky fala sobre Como criar relações (Parte 2), 03.06 - John Beilein fala sobre Como criar relações (Parte 3), 03.07 - Como criar uma reputação, 03.08 - Energia e influência, 03.09 - Como criar relações para influenciar, 03.10 - Como criar influência desde o primeiro dia de trabalho
04.01 - Por que você deve se proteger e à sua equipe, 04.02 - A diferença entre influência e manipulação, 04.03 - Qual é a diferença entre influência e manipulação, 04.04 - Estratégias e táticas: Minimize as tendências que abrem espaço para outros influenciarem, 04.05 - Estratégias e táticas: Reverta a tática de influência, 04.06 - Estratégias e táticas: Como reenquadrar a relação de poder, 04.07 - Como se proteger da manipulação de outras pessoas, 04.08 - Recapitulação: Como se proteger de influências indesejadas
Course: Single-Phase Pipe Hydraulics and Pipe Sizing
Modules:
About the Insitution, About the Specialization, Course Introduction, Introduction, Single-phase: Laminar Flow, Single-phase: Turbulent Flow, Hydraulic Radius, Reynolds  Number, Flow Regime Identification of Single-phase - Part I, Flow Regime Identification of Single-phase - Part II, Bernoulli's Equation, Single-phase Pressure Drop in Pipe - Part I, Single-phase Pressure Drop in Pipe - Part II, Friction Factors Correlations, Problem Solving on Single-phase Fluid Flow Through Pipes - Part I, Problem Solving on Single-phase Fluid Flow Through Pipes - Part II, Problem Solving on Single-phase Fluid Flow Through Pipes - Part III, Moody Diagram, Problem Solving on Friction factor, Pressure Drop and Pump Power - Part I, Problem Solving on Friction Factor, Pressure Drop and Pump Power - Part II
Pressure Drop due to Sudden Enlargement - Part I, Pressure Drop due to Sudden Enlargement - Part II, Pressure Drop due to Sudden Contraction, Pressure Drop through a Sharp Edged Orifice - Part I, Pressure Drop through a Sharp Edged Orifice - Part II, Pressure Drop through a Nozzle, Pressure Drop through a Venturi - Part I, Pressure Drop through a Venturi - Part II, Pressure Drop at Exit and Entry of Pipeline, Pressure Drop in Valves, Problem Solving on Pressure Drop of a Piping System Using Crane Method, Pressure Drop in Fittings, Problem Solving on Major losses and Minor Losses - Part I, Problem Solving  on Major losses and Minor Losses - Part II
Pressure Drop Calculation when Pipes are Parallel, Problem Solving - Calculating Flow Rate by Using Continuity Equation, Problem Solving - Calculating Flow Rate by Using Modified Bernoulli Equation, Pressure Drop Calculation when Pipes are in Series, Problem Solving on Elevation Head Difference to Maintain the Flow Rate - Part I, Problem Solving on Elevation Head Difference to Maintain the Flow Rate - Part II, Determination of Flow Rate in Pipe Network, Problem Solving on Pipe Network Using HCM - Part I, Problem Solving on Pipe Network Using HCM - Part II, Pressure Drop Calculation in Header Pipe, Problem Solving on Headloss in Headers, Pressure Drop in Branching Pipes, Problem Solving on Flow Rate and Elevations in Network
Fluid Flow Analysis: Transient and Oscillatory - Part I, Fluid Flow Analysis: Transient and Oscillatory - Part II, Introduction, Transient: Liquid Propagative Flow, Problem Solving on Types of Transient, Transient: Water Hammer, Problem Solving on Influence of the Water Hammer - Part I, Problem Solving on Influence of the Water Hammer - Part  II, Transient: Single to Two-Phase, Steam Hammer, Flow Rate in Fully Filled Sloped Pipe, Flow Rate in Partly Filled Sloped Pipe, Problem Solving on Gravity Driven Flows - Part I, Problem Solving on Gravity Driven Flows - Part II, Problem Solving on Gravity Driven Flows - Part III
Course: Rapid Prototyping of Embedded Interface Designs
Modules:
Introduction to Instructor, Introduction to Embedded Interface Design, Introduction to Rapid Prototyping, Rapid Prototyping, Product Development, RF Design, Introduction to Course Projects, Module Wrap-Up
Module Introduction, QT-based User Interfaces, HTML-based Interfaces, Other UI Tools, Designing GUIs, Microinteractions, Module Wrap-Up
Module Introduction, Pugh Matrices, Alternative Prototyping Platforms, Alternative Prototype Operating Systems, FreeRTOS, Module Wrap-Up
Module Introduction, Designing with Data, Design Perspectives, Data Analysis and AI for IoT Networks, Designing Wearables, Designing Voice User Interfaces, Module Wrap-Up, Course Wrap-Up
Course: Google Cloud Fundamentals: Core Infrastructure en Español
Modules:
Introducción al curso
Descripción general de la computación en la nube, IaaS y PaaS, La red de Google Cloud, Impacto ambiental, Seguridad, Ecosistemas de código abierto, Precios y facturación
Jerarquía de recursos de Google Cloud, Identity and Access Management (IAM), Cuentas de servicio, Cloud Identity, Interactúe con Google Cloud
Redes de nube privada virtual, Compute Engine, Escalamiento de máquinas virtuales, Compatibilidades importantes de VPC, Cloud Load Balancing, Cloud DNS y Cloud CDN, Conexión de redes a la VPC de Google
Opciones de almacenamiento de Google Cloud, Cloud Storage, Cloud Storage: Clases de almacenamiento y transferencia de datos, Cloud SQL, Cloud Spanner, Firestore, Bigtable, Comparación de opciones de almacenamiento
Introducción a los contenedores, Kubernetes, Google Kubernetes Engine
Cloud Run, Desarrollo en la nube
Resumen del curso
Course: 3.- El Cálculo - Modelo Cúbico
Modules:
Presentación, Introducción al curso para estudiantes, Introducción al curso para profesores, Graphing Calculator, Graphmatica, SimCalc MathWorlds, Wolfram Alpha, iPad Sci GraphCalc, iPad Calculator, Recapitulación y síntesis en 4 historias, Movimiento sin cambio de sentido, Dos MUAPIS coordinados, Identificamos una fórmula, Sumamos las fórmulas, ¿Y cuál es el nivel máximo?, Y cuando crece... ¿cómo crece?, ¿Y cuándo se vacía?
¡Fórmula general!, Historia corta del cochecito rojo, Historia larga del cochecito rojo, Visualizando las gráficas, Interpretando las gráficas, Cuando "b" y "c" son 0, despejamos, Factorizamos la suma y resta de cubos, Si "c" y "d" o "b" y "d" son 0, factorizamos
Tanque con 3 llaves, ¿Cuándo se llena?, Dos tanques... tan parecidos y tan distintos a la vez, Cuadrática con cúbica, derivada y antiderivada, Visualización de derivada y función, ¿Cómo se garantiza máximo y mínimo?, Si cruza 3 veces el eje horizontal, Con máximo y mínimo y cruza una vez
Una caja sin tapa, Buscamos la de volumen máximo, La mejor de las cajas, Y si la base de la caja es cuadrada... ¿será de pizza?, Conociendo a fondo la cúbica básica, Cúbica básica más recta "kx", Un parámetro "k" y dos efectos gráficos, Cúbica básica más cuadrática "kx²", Un parámetro "k"... ¿un mismo efecto?, Evidencia de la derivada siempre presente en la función
Course: Robótica
Modules:
Robótica y su relación con la inteligencia artificial.
¿Qué es un robot?
Construyendo mi primer robot
Armando el control de mi robot, Nuevos componentes, Sigamos avanzando, Así de fácil..., Controlando mi robot a distancia
Robotizándonos
¿Qué más podemos construir?
Course: Buenas Prácticas en Libre Competencia
Modules:
Introducción al Curso, Objetivos del Curso, Contenidos del Curso, Prácticas Anticompetitivas Concertadas, Prácticas Anticompetitivas Unilaterales, Marco Regulatorio Chileno en Libre Competencia
Importancia de la Libre Competencia, Impacto en Imagen y Reputación Corporativa, Impacto en Valores de la Empresa y de la Sociedad, Daño Personal, Familiar y a Otras Personas Cercanas, FNE y TDLC, Sanciones en Chile
Asociaciones Gremiales, Fusiones y Adquisiciones, Fuente de Beneficios de Fusiones y Adquisiciones, Regulación de las Operaciones de Concentración de Empresas, Delación Compensada
Definición de un Programa de Cumplimiento, Elementos para el Éxito de un Programa de Cumplimiento, Elementos de un Programa de Cumplimiento, Primer Elemento: Manual, Segundo Elemento: Entrenamiento, Tercer Elemento: Monitoreo y Auditorías, Cuarto Elemento: Incentivo y Medidas Disciplinarias, Pasos para Implementar un Programa de Cumplimiento
Course: Geospatial Technology for Construction
Modules:
About the Specialization, About the Course, Where is the new answer!, Geospatial in Day to Day Life, Importance of Spatial Thinking, Information Vs Location Information, Need of communicating spatial information in spatial formats, Logic and Language of GeoSpatial Technologies - I, Logic and Language of GeoSpatial Technologies-  II, How GIS Differs from Associated Systems
Location Perspective of Construction Industry - I, Location Perspective of Construction Industry - II, Location Perspective of Construction Industry - III, Geospatial Technologies in Tender - Overview - Part 1, Geospatial Technologies in Tender - Overview - Part 2, Geospatial Technologies in Design & Execution - Overview  - Part 1, Geospatial Technologies in Design & Execution - Overview  - Part 2, Geospatial Technologies in O&M - Overview, Geospatial in Construction lifecycle management
Components of GeoSpatial Technologies, Introduction to Survey and Mapping, Fundamentals of Surveying, Types of Surveying, Basics of Surveying, Traversing Concepts, Why do we require advanced geospatial solutions?, Use case - SOU
Geospatial Surveying Equipment, Surveying equipment Demo  - Levelling, Surveying equipment Demo  - Total Station, GNSS overview and components, Working of GNSS, GNSS signal Structure, GNSS Error Sources - Part 1, GNSS Error sources - Part 2, Methods, Benefits and Advantages of GNSS, GNSS-Field Procedure, GNSS - Static Data Processing, GNSS -Single Base Line Processing, GNSS -Multi Base Line Processing, Applications of GNSS
Introduction to Scanning and Remote Sensing Technologies, 3D Scanning - An Overview, Scanners, Introduction to Sensors, Sensors & its types, Characteristics of Sensors, The Science behind various sensors, Introduction to Platforms, Platforms overview and working, Applications of Senors & Platforms
Photogrammetry -Part 1, Photogrammetry -Part 2, LiDAR, RADAR, SONAR, Thermal, Demo 1: Terrestrial Lidar Equipment - Outdoor Scanning, Demo 1: Terrestrial Lidar Outdoor Data Processing, Demo 2: Terrestrial Lidar Equipment - Indoor Scanning, Demo 2: Terrestrial Lidar Indoor Data Processing, Demo 3: Bathymetry - Data Collection, Demo 3: Bathymetry - Data Processing, Demo 4: Ground Penetrating RADAR - Data Collection, Demo 4: Ground Penetrating RADAR - Data Processing
Introduction to Geospatial Engineering Solutions, CORS, Scan to Model - an Overview, Scan to Model - Use case -Part 1, Scan to Model - Use case -Part 2, UAV in Construction - Part 1, UAV in Construction - Part 2, Quantity Estimation in Construction sites, Understanding the need for visualization
Course: Haz Crecer Tu Negocio con Goldman Sachs 10,000 Women
Modules:
Bienvenida, Identificar una buena oportunidad, Seleccionar una oportunidad de crecimiento, Listas de verificación de factibilidad, Identificación de la oportunidad, ¿Qué es el Plan de Crecimiento Empresarial?
Course: Predictive Modeling and Analytics
Modules:
Introduction to the Course, 0. Introduction to the Module. Why Exploratory Data Analysis is Important, 1. Data Cleanup and Transformation, 2. Dealing With Missing Values, 3. Dealing with Outliers, 4. Adding and Removing Variables, 5. Common Graphs, 6. What is Good Data Visualization?
0. Introduction to Predictive Modeling, 1. Introduction to Linear Regression, 2. Assessing Predictive Accuracy Using Cross-Validation, 3. Multiple Regression, 4. Improving Model Fit, 5. Model Selection, 6. Challenges of Predictive Modeling, 7. How to Build a Model using XLMiner
0. Introduction to classification, 1. Introduction to Logistic Regression, 2. Building Logistic Regression Model, 3. Multiple Logistic Regression, 4. Cross Validation and Confusion Matrix, 5. Cost Sensitive Classification, 6. Comparing Models Independent of Costs and Cutoffs, 7. Building Logistic Regression Models using XLMiner
0.Introduction to Advanced Predictive Modeling Techniques, 1. Introduction to Trees, 2. Classification Trees, 3. Regression Trees, 4. Bagging, Boosting, Random Forest, 5. Building Trees with XLMiner, 6. Neural Networks, 7. Building Neural Networks using XLMiner
Course: Data Driven Decision Making
Modules:
Welcome to Data Driven Decision Making, Introduction to One Sample Tests, One Sample Tests and Hypothesis Testing Part 1, One Sample Tests and Hypothesis Testing Part 2, The One Sample Normal (Z) Test for the Mean Part 1, The One Sample Normal (Z) Test for the Mean Part 2, The One Sample t Test for the Mean Part 1, The One Sample t Test for the Mean Part 2, The Chi Square Test for Variance Part 1, The Chi Square Test for Variance Part 2, The One Sample Exact Binomial Test Part 1, The One Sample Exact Binomial Test Part 2, The Wilcoxon Signed Ranks Test for Location Part 1, The Wilcoxon Signed Ranks Test for Location Part 2, The One Sample Poisson  Test Part 1, The One Sample Poisson  Test Part 2
Introduction to Correlation and Association, Correlation and Association, Correlation and Scatterplots, The One Sample t Test for Correlation, Fisher’s Z Test for Correlation, Spearman’s Rank-Order Correlation, Point Biserial Correlation, Cross Tabulation and Categorical Data Formats, Calculating the Chi Square Statistic, Measures of Association
Introduction to Two Sample Tests for Independent Data, Independent vs Dependent Samples, Two Sample Equal Variance t Test for Means, Two Sample Equal Variance t Test for Means Practice Problem, Two Sample Unequal Variance t Test for Means, Two Sample Unequal Variance t Test for Means Practice Problem, Two Independent Sample  F Test for Variances, Two Independent Sample  F Test for Variances Practice Problem, The Levene Test for Dispersion and the ADM(n-1) Procedure, Fisher’s Exact Test, Fisher’s Exact Test Example, Two Independent Sample Poisson Rate Test, Two Independent Sample Poisson Rate Test Example, Wilcoxon Mann Whitney Test, Wilcoxon Mann Whitney Test Example
Introduction to Two Sample Tests for Dependent Data, Introduction to Two Sample Dependent Tests, The Repeated Measures t Test, Creating a Scatterplot with an ISO Line, The Repeated Measures t Test Example, The Matched Pairs t Test, The Matched Pairs t Test Example, The Two Sample Dependent t Test for Variances, The Two Sample Dependent t Test for Variances Example, McNemar’s Test for Change, McNemar’s Test for Change Example, The Wilcoxon Signed Ranks Test, Wilcoxon Signed Ranks Test Example, Pre Post Test Introduction, Problem 1 Pre Test Groups, Problem 2 Pre Post Test Group 1, Problem 3 Pre Post Test Group 2, Problem 4 Post Test Groups
Introduction to One Way ANOVA, The One Way Analysis of Variance, ANOVA Principles, One Way ANOVA for Means, The ANOVA Source Table, ANOVA Assumptions and Welch's ANOVA, Data Visualization for ANOVA, Statistical Importance, One Way ANOVA for Dispersion, Post Hoc Analysis, Roadmap for the One Way ANOVA Part 1, Roadmap for the One Way ANOVA Part 2, Roadmap for the One Way ANOVA Part 3
Course: Cómo hacer una tesis
Modules:
¿Qué es una tesis?, Tipos de tesis, ¿Cuándo comenzar la tesis?
Elige tu tema y delimítalo
Lenguaje académico, Ética académica y plagio
El protocolo será la columna de tu tesis, La justificación de tu tesis saldrá de un problema
¿A dónde queremos llegar? Investigación e hipótesis
Fuentes de consulta, Capítulo 1, Capítulo 2
Prueba empírica, Base de datos y análisis de casos
Introducción, bibliografía y anexos, Examen profesional, esto es el final, Despedida
Course: C Programming: Advanced Data Types - 5
Modules:
Welcome, Get to work with Codecast, Learn about Taskgrader, How to navigate the third party tool?
Self-assess your learning in Structures
Self-assess your learning in Structures and pointers
Self-assess your learning in Linked lists
Closing MOOC 5 - C Programming: Advanced Data Types