dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Creating Innovation
Modules:
Innovation and Emergence, Cosmic Innovation, Chemical Innovation, Biological Innovation, Neurological Innovation, The Root of Innovation
Collective Learning and Innovation, The Power of Language, Innovation in the Palaeolithic, Innovation and the Holocene, Innovation and Agriculture, Population and Connectivity
Networks and Innovation, Afro-Eurasian Networks and Innovation, The First Global Networks and Innovation, The Scientific Revolution and Innovation, The Industrial Revolution and Innovation, The Diffusion of Innovation, Innovating in a Global System
Planning Innovation, Innovation in the Ancient World, Institutional Power and Innovation, The Failure of Planned Innovation, The Success of Planned Innovation, Innovation and National Development, Research and Innovation, Top-Down Innovation
Encouraging Innovation, Economic Theories of Innovation, Thomas Edison and Industrialised Innovation, Financing Innovation, The Psychology of Innovation, Patents and Innovation, Blind and Planned Innovation, Innovation by Market Forces
The Anthropocene and Innovation, The Great Acceleration, Markets and the Future of Innovation, Science and the Future of Innovation, The Internet and the Future of Innovation, Innovation and Our Future, The Final Assignment
Course: How To Teach Us
Modules:
Significant Learning Video
The Day-To-Day Video
How We Show What We Know Video, Rhianne's Presentation, High Tech High Chula Vista Exhibition Night “Festival Del Sol”, High Tech High Exhibition Night 2008, High Tech High Exhibition Night 2008, Chauncy’s Student Led Conference
Course: Inspiring and Motivating Individuals
Modules:
01.01 - Welcome, 01.02 - Reactions to Steve Jobs' Vision for Apple, 01.03 - The Business Case for Visionary Leadership, 01.04 - How a Clear Vision Creates Energy, 01.05 - Why Do We Do What We Do?, 01.06 - How Starting with WHY is Essential, 01.07 - What Does Success Look Like?, 01.08 - How Must We Act to Ensure Success?, 01.09 - Does Jobs Answer the Three Questions?, 01.10 - Part 1: Visionary Language, 01.11 - Part 2: Visionary Language - Reflecting on Dead Poets Society, 01.12 - Part 3: Visionary Language - MLK Speech, 01.13 - Developing a Vision for Your Team, 01.14 - Verbals and Non-Verbals, 01.15 - Part 2: Verbal and Non-Verbals, 01.16 - How to Design your Office to Reinforce your Vision, 01.17 - Learn to be Charismatic, 01.18 - Recap: Becoming a Visionary Leader
02.01 - Goals and Performance, 02.02 - The Risks of Stretch Goals, 02.03 - SMART Goals, 02.04 - Limitations of SMART Goals, 02.05 - Making Goals Meaningful, 02.06 - Setting SMART and Meaningful Goals, 02.07 - Autonomy and Skill Variety, 02.08 - Recap: Setting Effective Goals
03.01 - Assessment: Drivers of Performance, 03.02 - Drivers of Performance and Motivation, 03.03 - The Business Case for Employee Management, 03.04 - Understanding Human Needs to Motivate People, 03.05 - Understanding People's Needs to Drive Motivation, 03.06 - Drivers of Satisfaction vs. Dissatisfaction, 03.07 - How to Diagnose if Someone is Satisfied or Dissatisfied at Work, 03.08 - Extrinsic vs. Intrinsic Motivators, 03.09 - How to Create Meaning at Work, 03.10 - Exercise: Backward Mapping Values and Needs from Behavior, 03.11 - 4 Major Motivation Traps, 03.12 - Recap: Drivers of Performance
04.01 - Equity, 04.02 - The Folly of Rewarding A while Hoping for B, 04.03 - Types of Reinforcement, 04.04 - Managing by Fear, 04.05 - Schedules of Reinforcement, 04.06 - Functions of a Performance Appraisal, 04.07 - Challenges of a Performance Appraisal, 04.08 - Providing Critical Performance Feedback, 04.09 - Giving Critical Performance Feedback, 04.10 - Seeking Performance Feedback, 04.11 - Seeking Feedback and Performance Appraisals, 04.12 - Recap: Aligning Rewards with Behaviors
Course: Statistical Inference and Hypothesis Testing in Data Science Applications
Modules:
Earn Academic Credit for your Work!, Course Support, Course Resources
What is Hypothesis Testing?, Types of Hypotheses, Normal Computations, Errors in Hypothesis Testing, Test Statistics and Significance, A First Test
Composite Hypotheses and Level of Significance, One-Tailed Tests, Power Functions, Hypothesis Testing with P-Values, Two Tailed Tests, CLT: A Brief Review, Hypothesis Tests for Proportions
The t and Chi-Squared Distributions, The Sample Variance for the Normal Distribution, t-Tests, Two Sample Tests for Means, Two Sample t-Tests for a Difference of Means, Welch's t-Test and Paired Data, Comparing Population Proportions
Properties of the Exponential Distribution, Two Tests, Best Tests, UMP Tests, A Test for the Variance of the Normal Distribution, The F-Distribution and a Ratio of Variances
MLEs, The GRLT, Wilks' Theorem, Chi-Squared Goodness of Fit Test, Independence and Homogeneity
Course: Gemini for Application Developers
Modules:
Introducing Gemini for application developers, Develop an app with Gemini assistance, Deploying Node.js with Gemini
Course: Digital Competition in Financial Services
Modules:
Welcome to the course
Module introduction, Beyond Digitization: Digitalization, A brief history of the Digitalization of Finance, Saxo Bank: The digital transformation, The Digital Customer, The Regulatory Game, Saxo Bank: Changing regulation, The Logic of the Digital Financial Industry
Module introduction, Platform economics, Competing with platforms, Extending platforms, Ordered chaos, The winner takes it all
Module introduction, Predators and Pray in Business Ecosystems, Saxo Bank: Coopetition in business ecosystems, Friends and Enemies, Hearding cats, Plug n' play, Saxo Bank: Fusion of digital and business
Søren Kyhl: Saxo Bank in the Digital Financial Industry
Course: Introduction to Software Engineering
Modules:
Course Introduction, Meet the Experts, What is Software Engineering?, Insiders' Viewpoint: What is software engineering?, Introduction to the SDLC, Phases of the SDLC, Building Quality Software, Requirements, Software Development Methodologies, Software Versions, Software Testing, Software Documentation, Roles in Software Engineering Projects, Insiders' Viewpoint: Job Roles in Software Engineering Teams
Overview of Web and Cloud Development, Learning Front-End Development, The Importance of Back-End Development, Teamwork and Squads, Insiders' Viewpoint: Teamwork in Software Engineering, Pair Programming, Insiders' Viewpoint: Pair Programming, Introducing Application Development Tools, More Application Development Tools, Introduction to Software Stacks, Insiders' Viewpoint: Tools and Technologies
Interpreted and Compiled Programming Languages, Comparing Compiled and Interpreted Programming Languages, Query and Assembly Programming Languages, Understanding Code Organization Methods, Insiders' Viewpoint: Types of Languages, Branching and Looping Programming Logic, Introduction to Programming Concepts Part 1, Introduction to Programming Concepts Part 2
Introduction to Software Architecture, Software Design and Modeling, Object-Oriented Analysis and Design, Insiders' Viewpoint: Importance of Design and Software Architecture, Approaches to Application Architecture, Architectural Patterns in Software, Application Deployment Environments, Production Deployment Components, Insiders' Viewpoint: Deployment Architecture
What Does a Software Engineer Do?, A Day in the Life of a Software Engineer, Skills Required for Software Engineering, Insiders' Viewpoint: Advice to Future Software Engineers, Insiders' Viewpoint:  Women in Software Engineering, Job Outlook for Software Engineers, Career Paths in Software Engineering, Software Engineering Job Titles, Insiders' Viewpoint: Career Paths, Code of Ethics
Congrats & Next Steps, Thanks from the Course Team
Course: 녹색 경제: 지속 가능한 도시
Modules:
강좌 내용, 지속 가능한 도시 변화, 지속 가능한 도시, ICLEI 녹색 기후 도시 – 소개, ICLEI 녹색 기후 도시 – 개발 전략, WWF 건축, 도시 녹화 – 1부
인프라와 계획, 도시, 자연, 그리고 혁신 – 소개, 도시, 자연, 그리고 혁신 – 국제적 개요, WWF 운송, 도시 녹화 – 2부
기후 거버넌스와 도시 실험, 도시 지속가능성 전환 거버넌스 – 소개, 도시 지속가능성 전환 거버넌스 – 토론 주제, WWF 기후긍정, 도시 녹화 – 3부
지속 가능한 도시 라이프스타일, 공유경제와 도시 – 소개, 공유경제와 도시 – 중심 주제, WWF 소비, 도시 녹화 - 4부
미래를 위한 도시 구상, WWF와 지속 가능한 도시, 스마트하고 지속 가능한 도시 – 소개, 스마트하고 지속 가능한 도시 – 미래의 가능성, WWF 음식, 도시 녹화 - 5부
Course: Population Health: Health & Health Behaviour
Modules:
Welcome to Health and health behaviour, How to succeed in your online class?
Introduction, Why do we do what we do?, It's not as simple as it looks, How to select a winning team?, Meet the expert: Dr. Winnie Gebhardt
Introduction, The impact of illness on quality of life, What is self-management?, What influences disease self-management?, Meet the expert: Dr. Sasja Huisman
Introduction, What matters to you?, The doctor knows best?, Supporting patients in the digital age, Meet the expert: Prof. Andrea Evers
Introduction, What to intervene on?, How to design an intervention?, Implementation and evaluation, To conclude this course
Course: Implementación de Actividades PhET para la Educación STEM
Modules:
¡Bienvenidos!, Preparándote para la Implementación, Revisión de una Guía Docente “Prefabricada”, Tu Guía Docente, Reflexiona sobre tu Guía Docente
Facilitación de Actividades con Simulaciones PhET: Visión General, Cómo Prepararse para una actividad PhET, Cómo Empezar en Clase, Empezar con Juego Abierto, Circular por el Aula y Ayudar a los Equipos de Estudiantes, Ritmo de la Clase y Comprobando el Entendimiento de los Estudiantes, Apoyar la Autonomía del Estudiante, Facilitando las Discusiones Grupales, Integrando Todo
Tutorial: Subir tu Actividad a Sitio Web de PhET
Course: 中日文化交流史
Modules:
1-1, 1-2, 1-3, 1-4, 1-5
2-1, 2-2, 2-3, 2-4
3-1, 3-2
4-1, 4-2, 4-3, 4-4
5-1, 5-2, 5-3, 5-4, 5-5
6-1, 6-2, 6-3
选择题（请选择正确的历史对应关系）, 选择填空题, 判断题
Course: Revolutionary Ideas: Borders, Elections, Constitutions, Prisons
Modules:
Introduction to Part II
Lecture 6.0: Political Community: An Introduction, Lecture 6.1: Voluntarism & Political Community, Lecture 6.2: Alternatives to Voluntarism: Rehfeld's Random Constituencies, Lecture 6.3: Political Community, Cosmopolitanism & World Government, Lecture 6.4.0: Immigration & Exclusion, Lecture 6.4.1: Immigration, Exclusion & Open Borders
Lecture 7.0:  Representatives, Elections & Lotteries: An Introduction, Lecture 7.1: The Case for Representatives, Lecture 7.2: The Case for Elected Representatives, Lecture 7.3.0: The Perils of Elected Representation: Part I, Lecture 7.3.1: The Perils of Elected Representation: Part II, Lecture 7.4.0: The Lottocracy, Lecture 7.4.1: The Promise of Lottocracy, Lecture 7.4.2: Concerns About Lottocracy
Lecture 8.0: Constitutions: An Introduction, Lecture 8.1: Constitutions as Limits, Lecture 8.2: The Mechanisms of Constitutional Limitations, Lecture 8.3.0: Pre-Commitment & Constitutional Authority, Lecture 8.3.1: Pre-Commitment Revisited, Lecture 8.4: Constitutions & Process Theory, Lecture 8.5.0: Constitutions, Judicial Review, & Constitutional Interpretation, Lecture 8.5.1: Constitutional Interpretation
Lecture 9.0: Crime & Punishment: An Introduction, Lecture 9.1.0: What is Crime? What Should be Criminalized?, Lecture 9.1.1: What Can be Criminalized? The Hart-Devlin Debate, Lecture 9.2: Theories of Punishment, Lecture 9.3.0: Theories of Punishment: Retributivism, Lecture 9.3.1: Retributivism Reconsidered, Lecture 9.4: Alternatives to Incarcerations: Restorative Justice, Reflections on Revolutionary Ideas: A Question & Answer Session with Prof. Guerrero
Course: Supervised Machine Learning: Regression and Classification
Modules:
Welcome to machine learning!, Applications of machine learning, What is machine learning?, Supervised learning part 1, Supervised learning part 2, Unsupervised learning part 1, Unsupervised learning part 2, Jupyter Notebooks, Linear regression model part 1, Linear regression model part 2, Cost function formula, Cost function intuition, Visualizing the cost function, Visualization examples, Gradient descent, Implementing gradient descent, Gradient descent intuition, Learning rate, Gradient descent for linear regression, Running gradient descent
Multiple features, Vectorization part 1, Vectorization part 2, Gradient descent for multiple linear regression, Feature scaling part 1, Feature scaling part 2, Checking gradient descent for convergence, Choosing the learning rate, Feature engineering, Polynomial regression
Motivations, Logistic regression, Decision boundary, Cost function for logistic regression, Simplified Cost Function for Logistic Regression, Gradient Descent Implementation, The problem of overfitting, Addressing overfitting, Cost function with regularization, Regularized linear regression, Regularized logistic regression, Andrew Ng and Fei-Fei Li on Human-Centered AI
Course: Estimación de la línea base de tiempos y costos
Modules:
Introducción al curso
Introducción al módulo 1
Introducción al módulo 2, El plan para la dirección del proyecto y la línea base
Introducción al módulo 3, ¿Qué  tipos de estimación puedo usar?, ¿Cómo determinamos la calidad de la estimación?, Estimación usando la técnica de Fermi
Introducción al módulo 4, ¿Qué es la EDT?, La construcción del nuevo Hospital San Francisco Solano, La duración de las actividades y los recursos, La secuencia lógica de los paquetes de trabajo, El cronograma y la ruta crítica, El método de la ruta crítica (CPM)
Introducción al módulo 5, La nivelación de recursos, ¿Qué es el crashing?, Ejemplo de crashing
Introducción al módulo 6, ¿Cómo se construye la curva S?, La curva S del caso del Hospital, La importancia de una buena curva S
Introducción al módulo 7, Cierre del curso
Course: Comunicação Digital e Consumidores
Modules:
Introdução à Comunicação no Ambiente Digital, Comunicação Estratégica - Parte 1, Comunicação Estratégica - Parte 2, Ferramentas de Comunicação Digital - Parte 1, Ferramentas de Comunicação Digital - Parte 2, Como Escolher suas Ferramentas de Comunicação Digital
Experiência do Consumidor e a Transformação Digital, A Importância de Uma Boa Experiência, Como Transformar a Experiência do Consumidor - Parte 1, Como Transformar a Experiência do Consumidor - Parte 2, Como Transformar a Experiência do Consumidor - Parte 3, Como Habilitar Essas Transformações
Cohorts - Conceitos e Definições, Criando Personas, Comportamento e Comunicação Multicanal - Parte 1, Comportamento e Comunicação Multicanal - Parte 2, Geração Z e Mudanças Comportamentais, Geração Z e o Futuro dos Negócios
Análises Multicanais - Parte 1, Análises Multicanais - Parte 2, Insights na Comunicação Digital - Parte 1, Insights na Comunicação Digital - Parte 2, Como Otimizar Resultados na Era Digital - Parte 1, Como Otimizar Resultados na Era Digital - Parte 2
Course: Manage Resources in Azure
Modules:
Introduction to the course, Lesson introduction, Cloud service models, Infrastructure as a service, Platform as a service, Software as a service, Lesson summary, Lesson introduction, What is the Azure CLI?, Work with the Azure CLI, Lesson summary
Lesson introduction, Decide if Azure PowerShell is right for your tasks, Install PowerShell, Lesson summary
Lesson introduction, Compare costs by using the Total Cost of Ownership Calculator, Purchase Azure services, Factors affecting cost, Manage and minimize total cost on Azure, Lesson summary
Lesson introduction, Use tagging to organize resources, Use policies to enforce standards, Secure resources with role-based access control, Lesson summary, Lesson introduction, Identify incorrectly assigned resources in Azure, Assess resources that can move, Validate resources in Azure, Identify steps to move resources between Azure resource groups, Lesson summary
Course 5 recap, Congratulations
Course: The ABC of sustainability
Modules:
Welcome to the course, What’s sustainability?, Other meanings of sustainability, Sustainability vis-à-vis the five current crises, Sustainable Development Goals (SDGs), Major challenges, Another way of viewing the SDGs, How did the Paris Agreement come about?
The Stakeholder Radar, Actors of change towards a just and regenerative society (I), Actors of change towards a just and regenerative society (II), Actors of change towards a just and regenerative society (III), The tragedy of the commons, Human exploitation and the effects of climate change, What do the experts think?, Energy use and the energy transition, Water and agriculture: Two interrelated systems, A brief introduction to environmental policies, Terrestrial ecosystems: why are they important?, Marine ecosystems: why are they important?, The impact of climate change on people, society and companies
The economic and social context, Population growth, Human rights and equality, The role of finance in sustainable development
Tools for measuring sustainability, Measuring what really matters, What have you learned?
Course: Microsoft SC-900 Exam Preparation and Practice
Modules:
Course introduction: Microsoft SC-900 exam preparation and practice, Introduction to preparing for the exam, Overview of security compliance, Business continuity management, Zero Trust model in depth, Public/Private Key and hashing, Hashing techniques, Encryption techniques, Identity as the primary security perimeter, Centralized access management, ID and Active Directory, Identity management and single sign-on (SSO), Group Policies and Identity Management, Identity scope, Module summary: Concepts of security, compliance and identity
Authentication methods in Azure AD, Azure security, MFA recovery, Conditional Access, Azure AD roles, Azure access policy and management, Identity governance in Azure AD, Azure AD Identity Protection, Module summary: The capabilities of Microsoft Azure Active Directory
Azure DDoS protection, Azure Firewall, Firewalls in depth, Azure Bastion and JIT access, Cloud security posture management (CSPM), Microsoft Defender for Cloud, Defender for Cloud in Depth, Security baselines for Azure, SIEM and SOAR, Microsoft Sentinel, Sentinel in depth, Microsoft 365 Defender services, Defender for Endpoint, Defender for Identity, Microsoft 365 Defender portal, Module summary: Microsoft Security solutions
Capabilities of Service Trust portal, Trust and privacy, Microsoft Purview Compliance Portal, Compliance Manager, Purview and compliance, Data classification capabilities, Benefits of content explorer and activity explorer, Purview policies, data and labels, Purview Data Lifecycle, Module summary: Capabilities of Microsoft compliance solutions
Insider risk management, Information barriers, Information management, Azure Policy, Azure Blueprints, Resources and compliance, Module summary: Risk and resource governance
Introduction to the SC-900 exam, 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, Congratulations, A day in the life
Course: 面向对象技术高级课程（The Advanced Object-Oriented Technology）
Modules:
1.第二次MOOC开课引言, 2.系统的概念, 3.结构的概念, 4.模型与科学模型, 5.工程模型, 6.软件模型, 7.方法学、方法、语言与图, 8.软件方法学的历史, 9.软件方法学的现状, 10.UML扩展的必要性, 11.UML扩展的机制, 12.meta、元与元模型, 13.元模型与实例, 14.软件方法的未来发展, 15.模型驱动的双向工程案例, 16.小结, 补充1.软件工程的作用与本课程的价值, 补充2.模型驱动的双向工程案例（高清）, 下节介绍
1.本课程的方法中应用的概念与原则（邵维忠教授主讲 11：10）, 2.本课程的方法中用到的模型与规约（邵维忠教授主讲 9：29）, 3.本课程中方法中的建模过程（邵维忠教授主讲 4：57）, 4.本课程中OOA和OOD的关系（邵维忠教授主讲 9：29 ）, 5.引例概述与需求描述（8：10）, 6.引例需求分析（16：41）, 7.引例系统分析—类图（14：16）, 8.引例系统分析—顺序图（13：54）, 9.引例系统设计—总述（9：37）, 10.引例系统设计—问题域设计与人机交互设计（17：12）, 11.引例系统设计—控制驱动设计与数据管理设计（28：16）, 12.引例系统实现与演示（8：58）
1.哲学中的对象, 2.对象与结构, 3.软件中的对象与面向对象方法学中的原则, 4.面向对象与基于对象, 5.封装与信息隐藏, 6.实例化, 7.消息传递, 8.消息的编译原理与消息传递的意义, 9.泛化与多态, 10.多态的编程实例, 11.覆盖、重载、基调与原型, 12.多态的实现原理, 13.关联与聚合
1.几种不同的分析设计方法, 2.OOA与OOD, 3.面向对象方法的主要优点, 4.不同流派的OO方法：Booch方法, 5.不同流派的OO方法：Coad-Yourdon方法, 6.不同流派的OO方法：Jacobson方法, 7.不同流派的OO方法：Rumbaugh方法, 8.UML的产生背景与发展历史, 9.UML是什么不是什么, 10.UML的四层模型结构, 11.UML中的抽象元类和具体元类, 12.UML1中的模型图与扩展机制, 13.UML2概况, 14.UML的贡献与存在问题, 15.举例：UML体系结构中的问题, 16.学习UML的建议
1.usecase图的历史与黑盒视角, 2.参与者的概念、分类与关系, 3.识别参与者的策略与技巧, 4.用况与简单案例, 5.用况与参与者及用况之间的关系与案例, 6.不同学者对包含关系与扩展关系的区别, 7.用况之间的泛化关系、用况的详细描述、识别策略与注意问题, 8.用况图的应用场合、复杂案例与建模要点, 9.用况驱动的方法研究，及用况与用户故事、场景、业务用况的比较研究, 10.使用Eclipse GMF自制usecase图建模工具的过程演示
1.类图引言, 2.识别类与对象的方法, 3.识别属性与服务, 4.识别关系—泛化关系, 5.泛化关系的识别策略、关联关系, 6.关联关系的分类与识别策略, 7.分析模式简介, 8.聚合与组合关系, 9.依赖与实现关系, 10.建立类图实例
1.交互图引言, 2.简单顺序图、同步消息和异步消息, 3.顺序系统和并发系统与同步消息和异步消息的关系, 4.简单顺序图实例, 5.复杂顺序图, 6.其他交互图、综合案例（用况、类图、顺序图）
1.状态图引言与基本概念, 2.状态的表示、内部转换、延迟事件、伪状态与最终状态, 3.状态图中的动作、活动与转换, 4.结合点与选择点, 5.简单状态图的建模实例, 6.将简单状态图转换为C++代码的方法, 7.复杂的状态图、历史状态, 8.并发状态与正交区, 9.复杂状态图的建模实例
1.设计概述、问题域部分设计概述, 2.基于复用和为了复用的设计, 3.泛化与聚合的互换, 4.泛化需要注意的其他问题, 5.一题多解案例, 6.设计模式简介
1.人机交互部分设计简介, 2.控制驱动设计部分—概述与相关概念, 3.控制驱动设计引例, 4.控制驱动设计的步骤及分布式体系结构分类, 5.识别控制流的策略, 6.例1：多线程动画, 7.例1：实现与展示, 8.例2：电梯模拟控制器, 9.例2：电梯模拟控制器展示, 10.线程模式简介
1.数据管理部分设计概述, 2.数据管理中数据存储方案与接口的设计, 3.根据类图设计关系型数据表结构, 4.关联关系、泛化关系的到数据表的映射, 5.构件与部署设计概述, 6.活动图简介, 7.活动图的语法语义, 8.活动图表示UML的制定过程, 9.面向对象的系统实现概述
1.网上书店的需求描述, 2.网上书店的需求分析, 3.网上书店的系统分析, 4.网上书店的系统设计：问题域部分, 5.网上书店的系统设计：人机交互部分, 6.网上书店的系统设计：数据管理部分, 7.网上书店的系统展示, 8.立体五子棋的需求描述与需求分析, 9.立体五子棋的系统分析, 10立体五子棋的系统设计, 11.立体五子棋的系统展示
期末考试
Course: Connect with Diverse Audiences during a Public Health Crisis
Modules:
Introduction to Audience Segmentation, Definition and Origins of Audience Segmentation, Examples of Audience Segmentation, Benefits and The Segmentation Process
Getting to Know Your Audience & Creating Memorable Messages, Recognizing Biases, Assumptions, and Stereotypes, Overcoming Your Curse of Knowledge, Strategizing Your Talking Points
Message Framing, Artistic Proofs, Information Source and Message Factors
Preparing for Media Interviews, Interview Logistics, Strategizing Talking Points for Interviews
Course: Negocios Internacionales II
Modules:
Módulo 1, introducción, Módulo 1, parte 1, Módulo 1, parte 2, Módulo 1, parte 3, Módulo 1, parte 4, Módulo 1, parte 5, Módulo 1, parte 6
Módulo 2, introducción, Módulo 2, parte 1, Módulo 2, parte 2, Módulo 2, parte 3, Módulo 2, parte 4, Módulo 2, parte 5, Módulo 2, parte 6
Módulo 3, introducción, Módulo 3, parte 1, Módulo 3, parte 2, Módulo 3, parte 3, Módulo 3, parte 4, Módulo 3, parte 5
Módulo 4, introducción, Módulo 4, parte 1, Módulo 4, parte 2, Módulo 4, parte 3, Módulo 4, parte 4
Módulo 5, introducción, Módulo 5, parte 1, Módulo 5, parte 2, Módulo 5, parte 3, Módulo 5, parte 4
Módulo 6, introducción, Módulo 6, parte 1, Módulo 6, parte 2, Módulo 6, parte 3, Módulo 6, parte 4, Módulo 6, parte 5, Módulo 6, parte 6
Course: Analytic Combinatorics
Modules:
Brief History, Symbolic Method, Trees and Strings, Powersets and Multisets, Compositions and Partitions, Substitution, Exercises
Basics, Symbolic Method for Labelled Classes, Words and Strings, Labelled trees, Mappings, Summary, Exercises
Basics, Moment Calculations, OBGF examples, Labelled Classes, Exercises
Roadmap, Complex Functions, Rational Functions, Analytic Functions and Complex Integration, Meromorphic Functions, Exercises
Bitstrings, Other Familiar Examples, Restricted Compositions, Supercritical Sequence Schema, Summary, Exercises
Prelude, Standard Function Scale, Singularity Analysis, Schemas and Transfer Theorems, Exercises
Simple Varieties of Trees, Labelled Sets, Mappings, Tree-like Classes, Summary, Exercises
Modulus Surfaces, Saddle Point Bounds, Saddle Point Asymptotics, Applications, AC Wrap-up
Course: 算法基础
Modules:
专项课程介绍, 欢迎加入算法基础课程
枚举的基本思想, 熄灯问题, 讨厌的青蛙
递归的基本思想, 小游戏, 棋盘分割, 用栈替代递归
数字三角形, 几个例题, 灌溉草场（较难）
最长上升子序列, 方盒游戏, 美丽栅栏, 美丽栅栏（续）
深搜之城堡问题, 深搜之寻路问题, 深搜之拯救少林神棍
Sudoku, 生日蛋糕
广搜入门, 广搜与八数码问题, 广搜与八数码问题（续）, 八数码问题进一步讨论-双向广搜
圣诞老人的礼物, 烘晾衣服, 雷达安装问题, 誊抄书籍
编程试题
我们的结束语
Course: Introduction to Semiconductor Process 1
Modules:
Introduction, 1-1 Semiconductor process and Overview: MOSFET, 1-2 Short Channel Effect
CMOS Process Integration
Cleanroom, RCA Cleaning Crystal Growth
Diffusion : Drive-in, Rapid Thermal Anneal,  Flash Lamp Anneal,  Diffusion Mechanism, Diffusion Equation, Predep & Drive-in, PN Junction by Predep & Drive
Oxidation
Ion Implantation, Implantation Mask
Photolithography, Light Source, Stepper & Alignment
EUV Lithography
Course: Mechanics of Materials IV: Deflections, Buckling, Combined Loading & Failure Theories
Modules:
Course Introduction
Module 1: General Analysis Approach, Module 2: Differential Equation for the elastic curve of a beam, Module 3: Deflection of a simply supported beam with a concentrated load at the center, Module 4: Double Integration Method to determine beam deflections, Module 5: Double Integration Method – Simply supported beam with a moment applied to an end, Module 6: Define Singularity Functions, Module 7: Employing Singularity Functions for Beam Deflection Problems, Module 8: Solve for the deflection of a real-world engineering problem using Singularity Functions, Module 9: Determine beam deflections by superposition, Module 10: Solve for beam deflection by superposition techniques, Module 11: Solve for beam deflection by superposition techniques (cont.), Module 12: Solve a statically indeterminate beam structure problem using superposition techniques, Module 13: Solve a statically indeterminate beam structure problem using singularity functions
Module 14: Differential equation for column buckling, Module 15: Critical buckling load for a column with pinned-pinned end conditions, Module 16: Critical buckling load for columns with various end conditions, Module 17: Solve a column buckling problem, Module 18: Slenderness ratio for column buckling, Module 19: Modes of Failure between yielding and buckling, Module 20: Solve a column problem checking both yielding and buckling, Module 21: Solve a combined static loading problem, Module 22: Apply failure theories to a mechanics of materials problem, Module 23: Course Conclusion
Course: Encoder-Decoder Architecture - בעברית
Modules:
ארכיטקטורת מקודד-מפענח: סקירה כללית, ארכיטקטורת מקודד-מפענח: הדרכה מפורטת בשיעור Lab
Course: Healthcare Marketplace
Modules:
Healthcare Marketplace Specialization, Welcome to the Healthcare Marketplace Overview Course, About Stephen T. Parente or 'My Five Hats', Ahoy There and Welcome Aboard!, Module 1 Overview, 1.1.1 Marketplace Overview, 1.1.2 Healthcare Spending Drivers, 1.1.3 Healthcare Quality Trends, 1.2.1 Market Evolution: Pre-World War II, 1.2.2 Market Evolution: Post-World War II, 1.2.3 Market Evolution: Health Cost Growth, 1.3.1 Key Issues for the 21st Century, 1.3.2 Effects of Health Behaviors
Module 2 Overview, 2.1.1 Provider Market Overview, 2.1.2 Price Discrimination in Practice, 2.1.3 Physician Market Evolution, 2.1.4 Physician Sites of Care, 2.2.1 Physicians in the 21st Century, 2.2.2 What is a Physician?, 2.3.1 Hospital Market Evolution, 2.3.2 Hospital Features Today, 2.3.3 Hospital Scale and Scope, 2.3.4 Hospital Issues Today, 2.3.5 Quality and Safety, 2.4.1 Hospital Future Trends, 2.4.2 Policy Impact on Hospitals
Module 3 Overview, 3.1.1 Risky Business, 3.1.2 Utility of Wealth, 3.1.3 How Does Insurance Work?, 3.1.4 Moral Hazard and Adverse Selection, 3.2.1 Early Public Health Insurance, 3.2.2 Early U.S. Private Insurance, 3.2.3 Major Points of Inflection, 3.2.4 Health Insurance Today, 3.3.1 The Uninsured Problem, 3.3.2 America's 100 Year Health Reform Opera, 3.3.3 Current U.S. Health Reform, 3.3.4 Future Health Reform - Part 1, 3.3.4 Future Health Reform - Part 2
Module 4 Overview, 4.1.1 What is a Device? What is a Drug?, 4.1.2 Medical Device Evolution, 4.1.3 Medical Devices Today, 4.1.4 Vision 2010 Case, 4.2.1 How Does a New Technology Make Money?, 4.2.2 Obtaining FDA Approval for Pharmaceuticals, 4.2.3 Obtaining FDA Approval for Medical Devices, 4.3.1 The Drive Towards Cost-Effectiveness, 4.3.2 Preparing a Global Health Technology ‘Dossier’, 4.3.3 Pharma & Device Convergence
Module 5 Overview, 5.1.1 Globalization of the Medical Industry, 5.1.2 Medical Tourism Evolution & Growth, 5.1.3 Medical Tourism: The Case of India, 5.1.4 Key Issues of the 21st Century, 5.1.5 Health 'Bads' and Their Consequences, 5.2.1 Goals of Health Information Technology, 5.2.2 Value of Health Information Technology, 5.2.3 Insurer Information Technology, 5.2.4 Provider Information Technology, 5.2.5 Information Technology for Integrated Health Care Delivery, 5.3.1 Key Questions for an Innovation Valuation, 5.3.2 What is the Technology?, 5.3.3 Who Owns the Technology? Is it Safe?, 5.3.4 Will the Technology Return Investment?, 5.3.5 Final Summary and Next Steps
Course: Azure Backup, Security, and Compliance Administration
Modules:
Leveraging Bing Copilot prompts for Azure Resource troubleshooting, Optimize your Azure Cloud spend with Bing Copilot, Building Azure Architectures using Bing Copilot, Scripting and automation using Bing Copilot
Course: The Nature of Genius
Modules:
Welcome to the course!, Are You a Genius?, Genius and Celebrity, The Changing Face of Genius, A Definition of Genius for Today, Evidence for Bias Against Female Accomplishment, Opportunity and Encouragement, The Game is Rigged, Guest Interview: Meg Urry, Is Genius a Person, a Team or a Society?, Are There “Ages” of Genius?, Genius, Geography and Originality, Is There a Genius of a Race
Nature vs. Nurture: Genes and Epigenes, IQ testing: What does it mean to be smart?, Intelligence Has Many Forms, Guest Interview: Margit Dahl, “Genius is the Recovery of Childhood at Will”, Prodigies, Geniuses, and Late Bloomers, The Problem with Prodigies, Guest Interview -  Eileen Jennings, Genius: Luck or Self-Made, Make that Lucky Move, Genius and Money, Guest Interview - Roger McNamee
Curiosity, The Most Curious Person in History: Leonardo da Vinci, Voracious Reading, A Tolerance for Risk, Fox or Hedgehog?, Polymaths, Combinative Thinking, Oppositional Thinking, Passion, The Passion/Obsession of Marie Curie, The Productive Perspiration of Thomas Edison, Passion and Longevity
Rebels, Dropouts, and Nonconformists, Creative and Non-Creative Destruction, Genius and Morality, Genius in the Age of Cancel Culture, How We Can Improve Individually?, How to Fix Things Collectively?
Course: Programming Mobile Applications for Android Handheld Systems: Part 1
Modules:
Overview, Introduction to the Android Platform, The Android Development Environment - Part 1, The Android Development Environment - Part 2
Application Fundamentals - Part 1, Application Fundamentals - Part 2, The Activity Class - Part 1, The Activity Class - Part 2, Introduction to Amazon Guest Lecture - AppStores and Free Ebook, Introduction to Amazon Guest Lecture - App Monetization, Preview - Programming Mobile Services for Android Handheld Systems
The Intent Class - Part 1, The Intent Class - Part 2, Permissions, The Fragment Class - Part 1, The Fragment Class - Part 2
User Interface Classes - Part 1, User Interface Classes - Part 2, User Interface Classes - Part 3, User Interface Classes - Part 4, Part 1 Closing
Modern Art UI
Course: Social Entrepreneurship
Modules:
Introduction to Social Entrepreneurship, Describing the Social Problem, Idea Generation and Advisory Board, Segmentation for Social Enterprises: Part 1
Segmentation for Social Enterprises: Part 2, Understanding the Beneficiary, Screen-In & Screen-Out Criteria, Describing the Solution
Defining Performance Criteria, Framing and Scoping the Venture, Operations Realities, Cost Table
Most Competitive Alternative (MCA) Analysis, Test of Concept Plausibility, Stakeholder Analysis, Conclusion & Next Steps
Course: SQL for Data Science Capstone Project
Modules:
Course Introduction and Welcome, Milestone 1 Introduction, The Proposal Process, Import of Elon Musk Data, Initial Feature Exploration / Hypotheses, Entity Relationship Diagram (ERD) for Analysis, Data Models, Part 1: Thinking About Your Data, Data Models, Part 2: The Evolution of Data Models, Data Models, Part 3: Relational vs. Transactional Models, SQL in Notebooks, Import Data, Introduction of Data of Unknown Quality
Milestone 2 Introduction, Importance of Understanding Your Data, Foundational Stats in SQL/Sheets, Pandas Teach on Stats, Visualization with raw graphics.io, Impact of Findings on Hypotheses, Statistics Refresher (Optional)
Milestone 3 Introduction, TF-IDF for Word Frequency / Theme Analysis, Text Analysis of Elon Musk Tweets, Create a New Metric, Analyze Results
Milestone 4 Introduction, Sample Output / Presentation, Module Introduction, Working with Text Strings, Working with Date and Time Strings, Date and Time Strings Examples, Case Statements, Views, Data Governance and Profiling, Using SQL for Data Science, Part 1, Using SQL for Data Science, Part 2, Course Summary
Course: Virtual Networks in Azure
Modules:
Welcome to Virtual Networks in Azure Course, Lab - Azure Virtual Network Part 1, Lab - Azure Virtual Network Part 2, Lab - Adding a Network Interface, Lab - User Defined Routes(UDR), Lab - Creating Resources via PowerShell, Lab - Virtual Network Peering, Network Security Groups, Lab - Network Security Groups Part 1, Lab - Network Security Groups Part 2, Application Security Groups (ASG), Demo - Deploy ASG for two web servers in Azure Part 1, Demo - Deploy ASG for two web servers in Azure Part 2, Demo - Deploy ASG for two web servers in Azure Part 3, Network routing and endpoints, Azure Bastion Service, Setting up Azure Bastion Service to VNet, Demo - Implement Azure Bastion Service Part 1, Demo - Implement Azure Bastion Service Part 2, Demo - Implement Azure Bastion Service Part 3
Azure Load Balancer, Lab - Basic Load Balancer, Lab - NAT Rules, Lab - Standard Load Balancer, Azure Application Gateway, Lab - Application Gateway, Troubleshooting Load Balancer, Lab - Azure DNS, Lab - Private DNS Zones, Lab - Azure Network Watcher Tools, Lab - Network Watcher - Packet capture, Course Conclusion
Course: The Harder Side of Science Communication
Modules:
Welcome and Course Overview, How Do People Learn? An Introduction to the Learning of Sciences, Methodology in the Learning Sciences
Introduction and Cognitive Theories of Learning, Contextual Theories of Learning, Social Cognitive Theories, Behaviorist Theories
Cognitive phenomena I: Epistemological beliefs, Cognitive phenomena II: Bias, The Science of Mis/Disinformation, Motivational Interviewing
Learning Engineering, Evaluation of Science Communication Activities
Course: Understanding Your Google Cloud Costs
Modules:
Setting up your Cloud Billing account, Organizing your Google Cloud resources, Managing Cloud Billing accounts, Managing Cloud Billing access permissions, Google Cloud resource management
Tracking and understanding your Google Cloud costs, Understanding your Google Cloud invoice, Exploring your Google Cloud costs with Cloud Billing reports
Getting Started with Google Cloud and Qwiklabs
Course: Electrones en Acción: Electrónica y Arduinos para tus propios Inventos
Modules:
Video de Bienvenida, Motivación, Del mundo físico al eléctrico, ¿Qué es la electricidad?, Introducción a las señales eléctricas, Energía y potencia, Alimentación y señales de un circuito, Medición de señales: multímetro y osciloscopio, Representación digital de señales e información, Fundamentos de la lógica y el procesamiento digital, Conversión A/D y D/A, Acondicionamiento de señales: amplificación y filtrado
Microprocesadores y la plataforma Arduino, Primeros pasos: software, Primeros pasos: hardware, Entradas y salidas, Variables, Arreglos, String, Operaciones aritméticas y funciones con retorno, Variables y lógica booleana, Condiciones: If, else, Loops: For y while, Funciones, Interrupciones, Funciones de interfaz analógica
Circuitos, mallas, nodos y tierra, Leyes circuitales, Método de mallas, Método de nodos, Capacitancia e inductancia, Régimen sinusoidal permanente, Respuesta transiente, Filtros, Fuentes dependientes, Tipos y usos de amplificadores, Amplificadores operacionales, Circuitos básicos con amplificadores operacionales, Diodos y LEDs, Transistores MOS, Transistores BJT, Otros dispositivos
Sensores, Actuadores, Acondicionamiento y potencia, Estándares de comunicación, Ejemplo: Comunicación bluetooth, Motor DC, Servo, Modificación de servo, Diseño top-down, Prototipo electrónico, Prototipo mecánico
Course: Calculus through Data & Modeling: Differentiation Rules
Modules:
Introduction to Differentiation Rules, Derivatives of Polynomial Functions, Derivatives of Exponential Functions
The Product Rule, The Quotient Rule
Derivatives of Trigonometric Functions, Examples of Finding Derivatives
The Chain Rule
Partial Derivatives
Directional Derivatives and the Gradient
Modeling a Flight Path
Course: Using Public Policy for Social Change
Modules:
Using Public Policy for Social Change: Welcome to the Course, The Important Roles of Public Policy in Society, What Public Administration & Public Policy Mean?, What is the Public Sector & What are Public Goods/Services?, What is Policy and Why it Matters, Public Policy in Practice: A View from Professionals, Typologies or Frameworks for Policy Levers, Examples of Policy Levers, Facts about Public Policy, International Examples of Public Policy, General Steps in the Policymaking Process—Part 1, General Steps in the Policymaking Process—Part 2, Navigating Politics—Basic Skills, Perspective on Public Policy, Policy Making: A View from a Legislator, Public Policy and Social Change: A Real Story
Social Problem Framing, Policy Target Groups: Benefits vs. Burdens, Issue Framing: Perspectives from Advocates, The Public Good: Equity vs. Equality, Example: Digital Equity, Public Policy and Structural Inequality, The Importance of Equity in Public Health: Interview with Dr. Joneigh Khaldun, Policy Agenda Setting: Stakeholders and Gatekeepers, Advocacy 101: 8 Steps (Part 1), Advocacy 101: 8 Steps (Part 2), Advocacy 101: 8 Steps (Part 3), Agenda Setting Example, Issue Framing and Agenda Setting: A Real Story
Public Policy Change, Basics of Policy Design, Policy Design: Practitioners Perspectives, Prospective Policy Analysis: What Should We Do? (Part 1), Prospective Policy Analysis: What Should We Do? (Part 2), Introduction to Forecasting and Policy Simulation Modeling, Example: Mexico Pensions for the Poor Case Study, Crafting a Policy Opinion and Justification, Two Applications of Policy Justification Framework, Policy Design: A Real Story, Applying the Framework: Crafting a Policy Opinion
Program Evaluation Definition and Framework, Types of Program Evaluation, Research Designs and Concepts for Causal Inferences—Part 1, Research Designs and Concepts for Causal Inferences—Part 2, Program Evaluation Examples Part 1, Program Evaluation Examples Part 2, Implementation Evaluation: A Real Story, Real-World Examples of Experimental Design: Voter Information & Political Selection in India, Using Research in the Policy Cycle, Public Policy Evaluation: A Real Story, Finding Your Niche in Public Policy, Public Policy Practitioners: Concluding Remarks, Public Policy for Social Change: Course Wrap-Up
Course: Creating a Social Business
Modules:
Why this course?, Introduction to Yunus Social Business (Courtesy: YSB gGmbH), Why Economies Replaced Societies, Is There Only One Type of Business?, Create Social Fiction (Courtesy - Skoll.org), From Business as Usual to Business Unusual, Social Intrapreneurship: The Basics, Lessons from the Grameen Family
Identifying the Problem, Defining the Solution, Case Study - The Play Pump
Starting a Social Business - First Step
Beneficiary Empathy Map: Whom are we targeting?, Stakeholder Mapping, Case Study: Cashpor Micro Credit, Social Business Canvas, Running a Successful Social Business
Post-course Survey
Course: إجراء بحث تجربة المستخدم واختبار المفاهيم المبكرة
Modules:
مقدمة إلى الدورة التدريبية 4: إجراء بحث تجربة المستخدم واختبار المفاهيم المبكرة, سام - العمل كباحث متعلم ذاتيًا في مجال تجربة المستخدم, جيسون - رحلتي إلى تجربة المستخدم, فهم عملية إجراء بحث تجربة المستخدم, تعرف على العناصر السبعة لخطة البحث, ابدأ في بناء خطة بحث: اكتب خلفية المشروع وأهداف البحث وأسئلة البحث, استمر في بناء خطة بحث: مؤشرات KPI, استمر في بناء خطة بحث: المنهجية, استمر في بناء خطة بحث: المشاركون, الانتهاء من بناء خطة بحث: النص, اجعل الخصوصية جزءًا من ممارسات تجربة المستخدم, فهم مشكلات الخصوصية, فانيسا - الأخلاق والخصوصية والبيانات في العالم الحقيقي, الملخص: تخطيط دراسات بحث تجربة المستخدم
مرحبًا بك في الأسبوع 2, مقدمة إلى دراسات قابلية الاستخدام, إجراء دراسات قابلية الاستخدام خاضعة للإشراف وغير خاضعة للإشراف, مقدمة لدراسة تجريبية لقابلية استخدام غير خاضعة للإشراف, المشارك أ - دراسة تجريبية لقابلية الاستخدام, المشارك ب - دراسة تجريبية لقابلية الاستخدام, المشارك جـ - دراسة تجريبية لقابلية الاستخدام, المشارك د - دراسة تجريبية لقابلية الاستخدام, المشارك هـ - دراسة تجريبية لقابلية الاستخدام, استكشاف أفضل ممارسات دراسة قابلية الاستخدام: قبل بدء الدراسة, استكشاف أفضل ممارسات دراسة قابلية الاستخدام: أثناء الدراسة, ديانا- وظيفتي كباحثة في تجربة المستخدم, : تحديد التحيزات عند إجراء مقابلات مع المشاركين في دراسة قابلية الاستخدام, تقليل التحيز في المقابلات, مقدمة إلى طرق تدوين الملاحظات أثناء إجراء دراسات قابلية الاستخدام, استخدام جدول البيانات لتدوين الملاحظات, تشيكيزي - رحلتي إلى تجربة المستخدم, الملخص: إجراء البحث باستخدام دراسات قابلية الاستخدام
من الملاحظات إلى الرؤى, : دراسة الحالة: تحسين التصميم في Google, إعداد الرؤى, جمع البيانات وتنظيمها, الأنماط والموضوعات في بيانات البحث, صفات الرؤى القوية, : أوتكارش - إعداد رؤى من دراسات قابلية الاستخدام, الملخص: تحليل نتائج البحث وتجميعها/توليفها
تنظيم الرؤى لمشاركتها, : اختيار تنسيق لمشاركة الرؤى, إعداد عرض تقديمي قوي, : نصائح العرض التقديمي, هيذر - تقديم الرؤى المستمدة من البحث, تغيير التصميمات بناءً على الرؤى المستمدة من البحث, تغيير التصميمات بناءً على العرض التوضيحي للرؤى المستمدة من البحث, الملخص: مشاركة الرؤى المستمدة من البحث لوضع تصميمات أفضل, تهانينا على إكمال الدورة 4: إجراء بحث تجربة المستخدم واختبار المفاهيم المبكرة
Course: Applying to U.S. Universities
Modules:
Introduction to the Course, The Realities of Admission: Understanding Options, The Realities of Admission: Understanding Timing, The Admissions Process and the Course, Eight Pieces & Two Questions, Being the "Best", The Second Question, Different Universities Evaluate Differently, Purdue University, Montgomery County Community College, Rhodes College, Santa Clara University, University of Pennsylvania, Online Learning Opportunities to Extend Your Skills
Importance of Self-Assessment, Personal Strengths, Study Preferences, Academic Qualifications Part 1, Academic Qualifications: Testing, Non-Academic Qualifications, Connecting You with Universities, EducationUSA: A U.S. State Department Supported Network, EducationUSA Interview Part 1, EducationUSA Interview Part 2, EducationUSA Interview Part 3, EducationUSA Interview Part 4
Beginning Your Research, Building Your School List, Level 1 Research: What You Want, Level 1 Research: What is Realistic, Level 1 Research: Understanding Your Findings, Level 1 Research: Additional Options, Level 2 Research, Level 3 Research, Demonstrated Interest, Identifying Reach, Target, and Safety, Understanding Deadlines, Creating a Plan, Financial Aid, Part 1: Cost of a U.S. Education, Financial Aid, Part 2: Need-Based Aid, Financial Aid, Part 3: Merit-Based Aid, Financial Aid, Part 4: Other Types of Funding, Financial Aid, Part 5: The Realities of Available Funding, Financial Aid, Part 6: Need Blind vs. Need Aware
The Application Piece-by-Piece, The First Piece: The Application Form, Academic Documents Part 1, Academic Documents Part 2, Test Scores: ACT & SAT, English Language Proficiency Tests: TOEFL & IELTS, Essays, Letters of Recommendation, School Forms, Activity List & Résumé, Other Requirements, Connecting Themes
Part 1: Getting to Know You, Part 2: The Application & Evaluation Processes, Part 3: Piece-by-Piece Evaluation, Part 4: Additional Information & Advice, Part 1: Getting to Know You, Part 2: The Application Process, Part 3: The Evaluation Processes, Part 4: Piece-by-Piece Evaluation, Part 5: Additional Information & Advice, Part 1: Getting to Know You, Part 2: The Application Process, Part 3: The Evaluation Processes, Part 4: Piece-by-Piece Evaluation, Part 5: Additional Information & Advice, Part 1: Getting to Know You, Part 2: The Application Process, Part 3: The Evaluation Processes, Part 4: Piece-by-Piece Evaluation, Part 5: Additional Information & Advice, Part 1: Getting to Know You, Part 2: The Application Process, Part 3: The Evaluation Processes, Part 4: Piece-by-Piece Evaluation, Part 5: Additional Information & Advice
Course: Introducción a la Neurociencia
Modules:
Bienvenida, Introducción a la neurociencia
Introducción al estudio de la neurofisiología básica, Entrevista a la Dra. Cecilia Peralta (parte 1), Entrevista a la Dra. Cecilia Peralta (parte 2)
Entrevista al Dr. Oscar Boullosa  (parte 1), Entrevista al Dr. Oscar Boullosa  (parte 2)
Course: M2M & IoT Interface Design & Protocols for Embedded Systems
Modules:
Introduction to Instructor, Introduction to Embedded Interface Design, Module Introduction, Introduction to M2M and IoT, Cloud Architectures for Embedded Systems, UML and Patterns for Architectural Design, Introduce Course Project - AWS IoT Interfaces, Module Wrap-up
Module Introduction, IoT Application Protocols, Cloud Support for IoT/Embedded Devices, Amazon Web Services Elements, Amazon IoT Frameworks, Module Wrap-up
Module Introduction, Low-level Embedded Interface Protocols, M2M Wired and Wireless Protocols, Low-power WANs for IoT, Module Wrap-up
Module Introduction, Alternatives to AWS, IoT Security, Message Queuing Approaches and Tools, APIs and Microservices, Module Wrap-up, Course Wrap-up
Course: Machine Learning Algorithms with R in Business Analytics
Modules:
Course Introduction, About Professor Jessen Hobson, About Professor Ronald Guymon, Module 1 Introduction, Why Isn't EDA Enough?, Business Problem, Data, What Problems Can Regression Answer?, Correlation, Linear Models, Simple Regression, Residuals and Predictions, Multiple Regression, Dummy Variables, Module 1 Conclusion
Module 2 Introduction, Inference, Prediction, and Experimentation, Categories of ML Models, Part 1, Types of Data and Terms, Categories of ML Models, Part 2, Categories of Algos, How Machine Learning Works in General, Evaluating ML Model Quality, Introduce the Business Problem to Solve, Introduce the Data, Introduction to Logistic Regression, Logistic Regression Hands on - One Variable (Part1), Logistic Regression Hands on - One Variable (Part2), Logistic Regression Hands on - One Variable (Part3), Logistic Regression Hands on - Multiple Variables, Module 2 Conclusion
Module 3 Introduction, Introduce the Data, Introduction to Classification, Introduce the Business Problem, Introduction to K-Nearest Neighbors, Creating KNN Model (Part 1), Creating KNN Model (Part 2), Creating KNN Model (Part 3), Introduction to Decision Trees, Creating Decision Tree Models, Evaluating Results from Decision Trees, Module 3 Conclusion
Module 4 Introduction, Introduce the Data, Introduction to Clustering and Questions that Clustering Can Answer, Introduce the Business Problem, Introduction to K-Means Clustering, Creating K-Means Clusters, Evaluating K-Means Clusters, Introduction to Density-Based Clustering, Creating Density-Based Clusters, Evaluating Density-Based Clusters, Module 4 Conclusion, Course Conclusion, Learn on Your Terms
Course: Project Management Essentials
Modules:
Course Introduction
The Project Management Talent Triangle
Project Management: Process Groups, Lifecycles, & Phases, Project Management: Initiating & Planning, Project Management: Executing, Monitoring & Controlling, and Closing
Defining Project Key Terms
Course: Laboratório de Programação Orientada a Objetos - Parte 2
Modules:
Um mundo de Objetos, O Padrão Decorador, Padrão Template Method, O Padrão Fachada
O Padrão Mediador, O Problema do Software, Sólido, Os Princípios SOLID, Template Method no SERPRO, Padrão State no SERPRO
O padrão Observador (Observer), O padrão Flyweight, Refatoração, Injeção de Dependências e Spring (opcional)
Arcabouços Orientados a Objetos, Exemplo de Arcabouço: SQLAlchemy, Arquitetura Limpa
Desafios para o futuro da Programação Orientada a Objetos, 10 Livros que você precisa ler
Course: Más que química
Modules:
Presentación del curso, El proceso de medición, Medición y cifras significativas, Cálculos con cifras significativas: suma y resta, Cálculo con cifras significativas: multiplicación y división, Cálculos integrados con cifras significativas, Medidas derivadas y cifras significativa
Factores de conversión, Factores de conversión y cifras significativas, Problemas con factores de conversión
Uso de la tabla periódica
La constante de Avogadro y el mol., Fórmulas y masas molares, Composición porcentual de los compuestos químicos
El concepto de reacción química, Reacciones químicas y balanceo, Estequiometría de reacciones químicas