dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Prepare for AZ-204: Developing Solutions for Microsoft Azure
Modules:
Introduction to the course, Lesson introduction, Jobs and Careers, Lesson introduction, Exam strategy, Tips and tricks
Lesson Introduction, Course 1 recap, Course 2 recap, Course 3 recap, Course 4 recap, Course 5 recap, Course 6 recap, Course 7 recap
Lesson Introduction, Congratulations - What's Next
Course: Reliable Google Cloud Infrastructure: Design and Process
Modules:
Course Introduction, Activity Intro: Defining your case study, Activity Review: Defining your case study
Module Overview, Requirements, Analysis, and Design, Activity Intro: Analyzing your case study, Activity Review: Analyzing your case study, KPIs and SLIs, SLOs and SLAs, Activity Intro: Defining SLIs and SLOs, Activity Review: Defining SLIs and SLOs, Module Review
Module Overview, Microservices, Microservices Best Practices, Activity Intro: Designing microservices for your application, Activity Review: Designing microservices for your application, REST, HTTP, APIs, Activity Intro: Designing REST APIs, Activity Review: Designing REST APIs, Module Review
Module Overview, Continuous Integration Pipelines, Infrastructure as Code, Lab Intro: Building a DevOps Pipeline, Getting Started with Google Cloud Platform and Qwiklabs, Lab Review: Building a DevOps Pipeline, Module Review
Module Overview, Key Storage Characteristics, Activity Intro: Defining storage characteristics, Activity Review: Defining storage characteristics, Choosing Google Cloud Storage and Data Solutions, Activity Intro: Choosing Google Cloud storage and data services, Activity Review: Choosing Google Cloud storage and data services, Module Review
Module Overview, Designing Google Cloud Networks, Designing Google Cloud Load Balancers, Activity Intro: Defining network characteristics, Activity Review: Defining network characteristics, Connecting Networks, Activity Intro: Diagramming your network, Activity Review: Diagramming your network, Module Review
Module Overview, Google Cloud Infrastructure as a Service, Google Cloud Deployment Platforms, Lab intro Deploying Apps to Google Cloud, Lab review Deploying Apps to Google Cloud, Module Review
Module Overview, Key Performance Metrics, Designing for Reliability, Activity Intro: Designing Reliable Scalable Applications, Activity Review: Designing Reliable Scalable Applications, Disaster Planning, Activity Intro: Disaster planning, Activity Review: Disaster planning, Module Review
Module Overview, Security Concepts, Securing People, Securing Machine Access, Network Security, Encryption, Activity Intro: Modeling Secure Google Cloud Services, Activity Review: Modeling Secure Google Cloud Services, Module Review
Module Overview, Managing Versions, Cost Planning, Monitoring Dashboards, Activity Intro: Cost estimating and planning, Activity Review: Cost estimating and planning, Lab Intro: Monitoring Applications in Google Cloud, Lab Review: Monitoring Applications in Google Cloud, Module Review, Course Review
Course: Introduction to PySpark
Modules:
Course Introduction, What is Big Data?, Applications of Big Data, What is Hadoop?, Hadoop ecosystem, Working of HDFS, Introduction to Apache spark, Apache Spark Architecture, Master-slave Architecture, Data Processing with Apache Spark, Introduction to Directed Acyclic Graph (DAG), Introduction to Spark ecosystem, What is PySpark?, Key features of Pyspark, Basics of Python, Introduction to Data frames in spark, Applications of Dataframes, Basic PySpark operations, Basic PySpark operations (hands-on), DataFrame operations: Selecting, Filtering, Aggregating, DataFrame operations: Selecting, Filtering, Aggregating (hands-on), Advanced DataFrame operations: Joins, Grouping, Sorting, Advanced DataFrame operations: Joins, Grouping, Sorting (hands-on), Initiating Spark session, Getting data insights using PySpark, Getting sales patterns using PySpark, Course Summary of Introduction to PySpark
Course: Gemini for Data Scientists and Analysts - 한국어
Modules:
데이터 전문가를 위한 Gemini 소개, Gemini로 데이터를 분석하는 방법, Gemini를 활용한 LLM 연결 모델 설계
Course: mRNAs as Medicines
Modules:
Course Introduction, Module 1 Introduction, Proteins and their roles in human health, Protein structure, mRNA structure, How cells make proteins and know what proteins to make, Where do mRNAs come from?
Module Introduction, Medicines: Small molecules and proteins, What makes mRNA suitable as a medicine?, Making and delivering mRNA medicines, Anatomy of a lipid nanoparticle, mRNA medicines and the innate immune system
Module Introduction, Prophylactic mRNA vaccines Part 1, Prophylactic mRNA vaccines Part 2, mRNA therapeutics that stimulate the immune system, Non-immunogenic mRNA therapeutics, Course Conclusion
Course: 5G for Everyone
Modules:
Welcome to '5G for Everyone', Meet Your Instructor, Wireless Communication Basics, Radio Signal Properties, Carrier Waves and Modulation, What Happens During a Phone Conversation: Wireless Transmission and Reception, Noise and Interference, Radio Spectrum, Radio Channel and Bandwidth, Sharing the Radio Channel, Two Ways of Sharing the Spectrum: FDD & TDD, Factors Affecting Data Rate, The Cellular Concept, What Is A Cellular Network?, Key Takeaways, Q&A (1/3), Q&A (2/3), Q&A (3/3)
Evolution of Wireless Technologies, Why Do We Need Something Beyond 4G?, 5G NR: New Levels of Capability and Efficiency, 5G NR Service Classes Overview, Enhanced Mobile Broadband (eMBB), Massive Machine-Type Communications (m-MTC), Ultra Reliable Low Latency Communications (URLLC), Key Takeaways, Q&A (1/2), Q&A (2/2)
5G Network Terminology & Concepts, Network Architecture Options for 5G NR, 5G Techniques Overview, Flexible Slot-Based Framework, Scalable OFDM-Based Air Interface, Advanced Channel Coding, Massive MIMO, Mobile mmWave (Millimeter Wave), 5G Network Principles & Features Overview, Network Slicing, SDN and NFV, Mobile Edge Computing (MEC), Key Takeaways, Q&A (1/2), Q&A (2/2)
The 5G NR Spectrum, Motivation & Challenges Behind mmWave Deployments, Advantages of mmWave (1/2), Advantages of mmWave (2/2), mmWave Deployment Opportunities Overview, mmWave for Urban & Suburban Deployments, mmWave for Rural Deployments, mmWave for Fixed Wireless Access, Indoor & Venue Deployments of mmWave, Real-life mmWave Case Studies, Key Takeaways, Q&A (1/3), Q&A (2/3), Q&A (3/3)
Massive MIMO Definition & M-MIMO Antenna Arrays, What Is Beamforming?, Benefits of Beamforming, Beamsweeping for Coverage, Benefits of M-MIMO Summary, Real-life M-MIMO Case Studies, Key Takeaways, Q&A (1/2), Q&A (2/2)
Evolution of the Radio Access Network (RAN), Motivation for RAN Virtualization, RAN Functional Split, Traditional RAN vs. Virtualized RAN (vRAN), Key Takeaways, Q&A
What Are Private Networks?, Benefits of Private Networks, Industrial IoT (I-IoT) and 5G, Private Networks for I-IoT, Industrial IoT vs Massive IoT, Private Networks Deployment Considerations, Spectrum Options for Private Networks & I-IoT, Key Takeaways, Q&A (1/2), Q&A (2/2)
Overview of Security in 5G, Enhanced System-Level Design, Expanded Protection and Increased Flexibility, Protecting User Privacy, Key Takeaways, Q&A, Additional 5G Training with Qualcomm Technologies
Course: Design Thinking for Data Professionals
Modules:
Getting Started, How do people make decisions?, Understanding Empathy, What is Human-Centered Design?, Human Centered Design Process
Introduction to User Research, Understand the Context, Understand the Context | Activity Explained, Prepare for User Research, Areas of Enquiry, Conduct the Research, Activity 2: Conduct the Research
Introduction to Synthesis, Structure the Information, Cluster the Information, Define Needs, Reframe the Problem, Reframe the Problem | Activity Explained
Introduction to Ideation, Brainstorm to generate ideas, Activity 4: Brainstorm to generate ideas, Cluster the ideas, Prioritize the ideas
Introduction to Experimentation, Detail the Idea, Build a Prototype, Activity 5: Build a prototype, Test the Prototype, Activity 6: Test the Prototype, Conclusion
Course: Preparing for Your Retail Customer Service Role
Modules:
Introduction: CVS Health Customer Service Professional Certificate, Preparing for Your Retail Customer Service Role Course Overview, Introduction to Your Instructor - Cory, Introduction: Career and Job Search Information, Overview of Hiring Process, Hear from: Denielle Booth, What to Expect from the Hiring Process, Overview: How to Find Available Positions, Components of a Resume, Keywords to Include, How to Create a Resume, Overview: Preparing for Your Interview, Professional Communication, Overview:  When You Get the Job, Weekly Review: Career and Job Search Information
Capstone Project Instructions, Congratulations!
Course: Strategy and Sustainability
Modules:
Welcome to the Course, 1. Course Introduction, 2. Governance & Sustainability, 3. Six Differences, 4. The Last 60 Years, 5. How Business Has Responded, 6. Session Summary: It's Not About Right and Wrong!
1. Five Strategic Issues, 2. Catastrophic Risks, 3. License to Operate, 4. Consumer Response, 5. Technological Innovation, 6. Globalization
1. Sensibility and Compliance, 2. Take the Low Road & Break the Law, 3. Wait and See, 4. Show and Tell, 5. Pay for Principle, 6. Think Ahead
1.	Introduction: The Sierra Club and Four Types of Environmentalists, 2. Conservationists, 3. Activists, 4. Localists, 5. Advocates, 6. Non-Market Strategy
1. Introduction: Differences Across Industries and Regions, 2. Automotive and Oil & Gas, 3. Consumer Goods & Consumer Electronics, 4. The United States & Europe, 5. China & India, 6. Africa
1. Introduction: Framework, 2. Do the Math!, 3. The Past, the Present and the Future, 4. The Role of the Board, 5. Crafting the Plan, 6. Summary
Course: Mejora la estructura financiera de tu empresa
Modules:
Bienvenida, Gestiona el crecimiento desde adentro, La fuente adecuada acelera el crecimiento, Tipos de deuda y capital
Course: Introduction to Large Language Models - Português Brasileiro
Modules:
Introdução aos modelos de linguagem grandes
Course: Applying Python for Data Analysis
Modules:
Introduction to the Course & Meet Your Instructor, Introduction to Pandas, Data Frames and Series, Selecting and Filtering, Handling Missing Data, Data Cleaning and Preparation, Data Manipulation, Data Analysis, Data Visualization Part 1, Data Visualization Part 2, Congratulations and Continuous Learning Journey
Course: Understanding Financial Statements: Company Performance
Modules:
Syllabus, About the Discussion Forums, Glossary, Updating Your Profile, Social Media
1-1. How Did You Perform?, 1-2. A Look at Cost of Goods Sold
2-1. Finishing Out Income Statements, 2-2. How Did You Manage Cash?
3-1. Taking Note of the Notes to the Financial Statements, 3-2. The Auditor’s Report
4-1. Ratios that Help Tell a Story, 4-2. Looking Back and Ahead, Learn on Your Terms
Course: Computational Social Science Capstone Project
Modules:
What is this Specialization About?, Culminating Project Introduction, Webscraping Lab How-To
Milestone 2: Integrative Lab: SNA Introduction
Milestone 3: NLP Introduction, Network Measures (Part 1), Network Measures (Part 2)
Milestone 4: Agent-Based Computer Simulations Introduction, One-Step Flow (Part 1), One-Step Flow (Part 2), Two-Step Flow, Convincing Messages, Course Summary
Course: ﻿Building RESTful APIs Using Node.js and Express
Modules:
Context Setting, Describe REST API, Explore the applications of RESTful services, Define the components of RESTful services, Implement layers in RESTful services using VanillaJS, Watch and Repeat : Create a HTTP Server, Implement GET, POST, PUT, and DELETE, Access the REST resource through a REST Client, Watch and Repeat : To-do Tracker Part1, Watch and Repeat : To-do Tracker Part2, Watch and Repeat : To-do Tracker Part3, Practice Brief, Practice Debrief, Challenge Brief, Challenge Debrief, Learning Consolidation
Context Setting, Explore the Express framework, Define routes, Define route parameters and handlers in Express, Watch and Repeat : Get Request From Server, Structure Node.js application, Implement Middleware using Express, Watch and Repeat : RESTful API for User Details – 1, Watch and Repeat : RESTful API for User Details – 1 Part2, Watch and Repeat : RESTful API for User Details – 2, Watch and Repeat : RESTful API for User Details – 2 Part2, Document the API using Swagger, Watch and Repeat : The User API Documentation – 1, Watch and Repeat : The User API Documentation – 2, Practice Brief, Practice Debrief, Challenge Brief, Challenge Debrief, Learning Consolidation
Context Setting, Describe Authentication and Authorization, Introduce JSON Web Token(JWT), Describe how JWT works, Implement Authentication using JWT, Watch and Repeat : Implementing JWT, Watch and Repeat : Implementing JWT Part2, Watch and Repeat : Implementing JWT Part3, Describe OAuth2, Build Secure Node.js Applications using OAuth2, Watch and Repeat : GitHub Authentication, Watch and Repeat : GitHub Authentication Part2, Practice Brief, Practice Debrief, Challenge Brief, Challenge Debrief, Learning Consolidation
Course: Tableau Fundamentals Case Study - Ecommerce Analysis
Modules:
Introduction to the Tableau Fundamentals Case Study, Scenario and Downloaded Materials
Task - Create the Data Model, Review - Create the Data Model Steps, Review Remaining Data Model Questions
Task - Metrics & Basic Visuals, Review - Create Metrics, Review Line Chart, Review - Bar Chart, Review Scatter Chart, Review - BANS Visual, Review - Metrics & Visuals Questions, Task - Create Dashboard 1, Review - Order Date Filter, Review - Dashboard 1
Task - Create Visuals, Review - Map Visual, Review - Promo Stacked Bar, Review - Tree Map, Review - Lolipop Chart, Task - Create Dashboard 2, Review - Dashboard 2
Task - Interactivity, Review - Interactivity (Measure Selection), Review - Interactivity (State Selection)
Project Review, Conclusion
Qualified Assessment
Course: Toma de decisiones y gobernanza del riesgo de desastres
Modules:
1.2.2 Conceptos de viabilidad técnica y económica, 1.2.5 Principios de eficiencia y equidad, 1.2.6 Análisis coste/beneficio con criterios de reducción del riesgo, 1.2.9 Toma de decisiones informada en riesgo en proyectos de infraestructura, 1.3.3 Resolución del caso A, 1.3.6 Resolución del caso B
2.1.1 Marco conceptual de la gobernanza del riesgo de desastres, 2.2.4 Metodologías para el análisis del riesgo: El caso del BID
Course: 탐색을 위한 데이터 준비
Modules:
데이터 탐색 개론, 핼리: 데이터의 유용한 정보, 세상 속 데이터 수집, 수집 대상 데이터 결정, 데이터 형식 살펴보기, 구조화된 데이터의 이해, 작업 대상 데이터 유형 파악, 데이터 테이블 구성요소, 가로형 및 세로형 데이터 알아보기
데이터 무결성 보장, 편향: 질문에서 결론까지, 편향된 데이터와 편향되지 않은 데이터, 데이터 편향의 이해, 좋은 데이터 소스 식별, '불량' 데이터란 무엇인가요?, 데이터 윤리 개론, 복습(선택사항): 알렉스: 데이터 윤리의 중요성, 데이터 개인정보 보호 개론, 앤드류: 윤리적인 데이터 사용, 공개 데이터 특징, 앤드류: 윤리적인 데이터 사용 단계
데이터베이스에 관한 모든 내용, 데이터베이스 기능, 메타데이터 살펴보기, 애널리스트의 메타데이터 활용법, 메타데이터 관리, 메건: 메타데이터 활용, 다양한 소스의 데이터 작업, 스프레드시트 및 데이터베이스의 데이터 가져오기, 정렬 및 필터링, 샌드박스, 결제 옵션을 비롯한 BigQuery 설정, BigQuery 사용법, BigQuery 실제 활용
자신 있는 데이터 준비, 데이터 구성, 파일 명명에 관한 모든 내용, 스프레드시트의 보안 기능
데이터 애널리스트적 온라인 활동 관리, 온라인 활동이 중요한 이유, 온라인 활동 증진을 위한 팁, 네트워킹 노하우, 멘토십의 이점, 레이첼: 멘토의 중요성
수고하셨습니다! 강좌 마무리
Course: Agile и дизайн-мышление
Modules:
Agile-специализация: введение, Welcome to the Agile Specialization (Spanish), Welcome to the Agile Specialization (Chinese), Что такое Agile?, Agile для руководителей, Agile для специалистов, Основы Agile, Передовые практики на сегодняшний день, Масштабируемость против инноваций, Что делает Agile сложным, Момент синей кнопки, Культура экспериментов, Применение Манифеста на практике, Схема дизайна предприятия, Грег Коэн о том, как начать применять Agile, Билл Уэйк о том, как начать применять Agile, Как мы учимся
Дизайн-мышление для историй Agile-пользователей, Знакомство с компаниями: «HVAC in a Hurry» и «Enable Quiz», Создание и использование персон, Фокус в персоне: Думать, видеть, чувствовать, делать, Демо: Использование шаблона дизайна предприятия, Демо: Проекты персон, Демо: Составление проекта «думать, смотреть, чувствовать, делать», Дизайн пользовательских историй: Сценарии проблем, Выявление потребностей с помощью сценариев проблем, Скетч: Знакомство с командой «HVAC in a Hurry», Скетч: Встреча Дэнни с генеральным директором
Исследование пользователей для занятых людей, Исследование персон, Демо: Создание руководства по собеседованиям: Персоны, Демо: Создание руководства по собеседованиям: Сценарии проблем, Скетч: Собеседование с техническим специалистом Трентом, Демо: Разработка объявлений Google AdWords, Улучшение гипотезы проблемы, Демо: Разработка проектов сценариев проблем, альтернатив и ценностных предложений, Подготовка к отличным пользовательским историям, Написание отличных пользовательских историй, Добавление тестовых сценариев в пользовательские истории, Скетч: От сценариев проблем до пользовательских историй-эпиков, Демо: Создание проектов пользовательских историй-эпиков, Демо: Раскадровка эпика, Демо: Создание проектов дочерних историй
Как сделать описания и истории лучше, Истории в стиле INVEST, Билл Уэйк про INVEST, Коучинг для улучшения пользовательских историй, Один прототип стоит тысячи встреч, От дизайн-мышления до Agile-аналитики, Планирование встречи с пользовательскими историями, Использование техники «День из жизни» с целью вызвать эмпатию, Скетч: Составление проектов эпиков на основе сценариев проблем, Скетч: Раскадровка эпика, Скетч: Дочерние истории и тестовые сценарии
Course: From Sleep Disorders to Sleep Health
Modules:
Welcome to the Course, Week 1 Introduction, Overview of Healthy Sleep with Dr. Doug Kirsch, Sleep Deprivation with Dr. Shelley Hershner
Week 2 Introduction, History of Human Sleep with Dr. Roger Ekirch, The Two Process Model of Sleep with Dr. Jordan Standlee, Sleep Duration, Timing, Regularity, and a Healthy Circadian Rhythm with Dr. Greta Raglan, Sleep Tracking Technologies with Dr. Cathy Goldstein, Light, the Biological Clock, and Sleep with Dr. Christine Blume, The Effects of Substances on Sleep with Dr. Deirdre Conroy, Interview: Standard Time with Dr. Karin Johnson, Interview: Sunshine Act with Dr. Karin Johnson, Sleep and Stress with Dr. Mohan Dutt
Week 3 Introduction, Safe Sleep Environments and Co-Sleeping with Dr. Lisa Matlen, How to Put Your Infant to Sleep (Sleep Strategies) with Dr. Dawn Dore-Stites, Specific Sleep Strategies for Children with Dr. Dawn Dore-Stites, School Start Times and Sleep Deprivation with Dr. Judith Owens, Adolescents, Media, and Sleep with Dr. Jan Van den Bulck, Sleep Strategies for Adolescents with Dr. Barb Felt, Sleep in Pregnancy with Dr. Louise O'Brien, Women's Sleep and Menopause with Dr. Grace Pien, Interview: Sleep and Work with Dr. Chris Barnes, Part 1: Sleep and Aging with Dr. Alon Avidan, Part 2: Sleep and Aging with Dr. Alon Avidan
Week 4 Introduction, Interview: Sleep in Diverse Communities with Dr. Ron Gavidia, Sleep Health Equity with Dr. Hrayr Attarian, Climate Change and Sleep with Dr. Daniel Rifkin, Part 1: Impacts of Family and Bedpartners on Sleep with Dr. Punitha Vijayakumar, Part 2: Impacts of Family and Bedpartners on Sleep with Dr. Punitha Vijayakumar, Sleep in the U.S. Military with Dr. Afifa Uzzaman, Common Psychiatric Disorders and Sleep with Dr. Sinan Baran, Interview: Heart Disease with Dr. Sonja Schütz, Sleep and Cancer with Dr. Ron Gavidia, Sleep and Dementia with Dr. Bruno Giordani
Week 5 Introduction, Part 1: What Happens at a Sleep Disorders Center with Dr. Ronald Chervin, Part 2: What Happens at a Sleep Disorders Center with Dr. Ronald Chervin, Sleep Disorders Center: A Behind-the-Scenes Tour, Obstructive Sleep Apnea with Dr. Megan Acho, Positive Airway Pressure (PAP) for Obstructive Sleep Apnea with Dr. Megan Acho, Interview: PAP Problem Solving with Chandra Westergard, What is Chronic Insomnia Disorder with Dr. J. Todd  Arnedt, Cognitive Behavioral Strategies for Insomnia with Dr. J. Todd Arnedt, The Pros and Cons of Sleep Medications with Dr. Deirdre Conroy, Narcolepsy and Idiopathic Hypersomnia: Definitions and Management with Dr. Anita Shelgikar, Disability Accommodations in Work and School with Dr. Shelley Hershner, Restless Leg Syndrome with Dr. Shelley Hershner, Delayed Sleep-Wake Phase Disorder with Dr. Leslie Swanson, Snoring and Obstructive Sleep Apnea with Dr. Fauziya Hassan, Melatonin with Dr. Tyler Grove, Understanding Parasomnias with Dr. Neeraj Kaplish, Dreams and Nightmares with Dr. Alan Eiser, Wrap Up
Course: Professional Selling: Step 1 - Think Like a High-Performer
Modules:
About This Course, Meet Your Instructors - Philosophy of this Specialization, Content Overview - The Road Map, Sales Philosophy - Ideas Have Consequences, Advice for New Sales Hires
The Importance of the Process, The Science of Selling, The Buying Decision Process, The Buying Decision Process - An Example, Learning the Sales Process
The Importance of Trust, Components of Trust, Focus on Competence, How to Be Dependable, Customer Orientation, Power of Candor, Pursue Compatibility
The Fundamental Objective, The Communication Process, The Power of Active Listening, Word Choice is Important, Non-Verbal Communication
The Willingness to Buy, Mitigating the Risk, Understanding the Buyer, Buying Decision Process - Part 1, Buying Decision Process - Part 2, Marketing Channel Differences
Course: Visual Perception for Self-Driving Cars
Modules:
Welcome to the Self-Driving Cars Specialization!, Welcome to the course, Meet the Instructor, Steven Waslander, Meet the Instructor, Jonathan Kelly
Lesson 1 Part 1: The Camera Sensor, Lesson 1 Part 2: Camera Projective Geometry, Lesson 2: Camera Calibration, Lesson 3 Part 1: Visual Depth Perception - Stereopsis, Lesson 3 Part 2: Visual Depth Perception - Computing the Disparity, Lesson 4: Image Filtering
Lesson 1: Introduction to Image features and Feature Detectors, Lesson 2: Feature Descriptors, Lesson 3 Part 1: Feature Matching, Lesson 3 Part 2: Feature Matching: Handling Ambiguity in Matching, Lesson 4: Outlier Rejection, Lesson 5: Visual Odometry
Lesson 1: Feed Forward Neural Networks, Lesson 2: Output Layers and Loss Functions, Lesson 3: Neural Network Training with Gradient Descent, Lesson 4: Data Splits and Neural Network Performance Evaluation, Lesson 5: Neural Network Regularization, Lesson 6: Convolutional Neural Networks
Lesson 1: The Object Detection Problem, Lesson 2: 2D Object detection with Convolutional Neural Networks, Lesson 3: Training vs. Inference, Lesson 4: Using 2D Object Detectors for Self-Driving Cars
Lesson 1: The Semantic Segmentation Problem, Lesson 2: ConvNets for Semantic Segmentation, Lesson 3: Semantic Segmentation for Road Scene Understanding
Project Overview: Using CARLA for object detection and segmentation, Final Project Hints, Final Project Solution [LOCKED], Congratulations for completing the course!
Course: Leadership for Cancer Informatics  Research
Modules:
Multiple Lesson Formats
Guidelines for multidisciplinary teams quiz
Informatics projects guidelines quiz
Informatics relationships quiz
Promoting diversity, inclusion, and equity quiz
Informatics lab management tools quiz
Course: Programming Fundamentals
Modules:
Why You Should Learn to Program, Stepping Through An Algorithm, Testing an Algorithm for a Numerical Sequence, A Pattern of Squares, Testing a Pattern of Squares, Drawing a Rectangle, Closest Point, Generalizing Closest Point
Why You Should Learn to Read Code, Declaring and Assigning a Variable, Examples of Expressions, Using Functions for Abstraction, Execution of Function Calls, Printing Example, Execution of If/Else, Execution of Switch/Case, While Loops, Equivalent For and While Loops, Execution of Nested Loops, Execution of Continue
Introduction to Types, Types and Formatted Output, Type Conversion, Everything Is a Number, Struct for a Rectangle, Uses of Typedef, Enumerated Types, A Duke Software Engineering Student on the Importance of Planning
Importance of Writing a Specific Algorithm, Introduction to Sorting
Course: Critical Thinking for Better Decisions in the ChatGPT Era
Modules:
1: Introduction: Thinking Clearly in Confusing Times, 2: How One of the Country’s Most Storied C.E.O.s Destroyed His Legacy, 3: Blink and Think: How Impulsive and Analytical Minds Work Together, 4: Punch Drunk Logic: How Emotions Can KO Critical Thinking
5: The Brain's Sneaky Shortcut: How Automatic Thinking Hijacks Logic, 6: Intestinal Fortitude: Pushing Past a Misguided Gut Instinct, 7: Trust Your Gut or Your Head? The Telltale Signs of Feeling vs Thinking, 8: Course Wrap-up
Course: Transformer Models and BERT Model - Português Brasileiro
Modules:
Modelos de transformador e modelo de BERT: Informações gerais, Modelos de transformador e modelo de BERT: Tutorial do laboratório
Course: Implement Platform Protection
Modules:
Course introduction, Define defense in depth, Recap network client and server technology, Explore virtual network security, Perimeter protection as part of your defense strategy, Enable distributed denial of service protection, Configure a distributed denial of service protection implementation, Explore Azure Firewall features, Deploy an Azure Firewall implementation, Overview of Azure Firewall Manager, Network isolation and security, VPNs as part of perimeter security, What is a network virtual appliance?, Configure VPN-forced tunneling, Choose between virtual network peering and VPN gateways, Create user-defined routes and network virtual appliances, Module summary
Network security as part of your defense strategy, Deploy and configure network security groups, Create application security groups, Enable service endpoints, Configure service endpoint services, Deploy private links, Application Gateway and encryption, Implement an Azure Application Gateway, Deploy a web application firewall, Configure and manage Azure Front Door, Review ExpressRoute, Module summary
Host security as part of your defense strategy, Enable endpoint protection, Define a privileged access device strategy, Deploy privileged access workstations, Create virtual machine templates, Enable and secure remote access management, Configure update management, Deploy Disk Encryption, Deploy and configure Windows Defender, Explore Microsoft Defender for Cloud recommendations, Secure Azure workloads with Azure Security Benchmarks, What is a container?, Configure Azure Container Instances security​, Manage security for Azure Container Instances (ACI), Explore the Azure Container Registry (ACR)​, Enable Azure Container Registry authentication, Overview of serverless compute, Overview Azure App service, What is Kubernetes?, Review Azure Kubernetes Service (AKS), Configure Azure Kubernetes Service networking, Deploy Azure Kubernetes Service storage​, Secure authentication to Azure Kubernetes Service with Active Directory, Manage access to Azure Kubernetes Service using Azure role-based access controls, Module summary
Course summary, About the graded assessment, Congratulations, Next steps
Course: Sales Reporting with HubSpot
Modules:
Introduction to the Program, Course Introduction Video, Careers in Sales and Customer Relationship Management, Weekly Introduction: Fundamentals of a Data-Driven Business, A Case for Data-Driven Decision-Making, Using Data to Define Your Purpose in Business, Data-Driven Goal Setting for Your Business, Unpacking CRMs and Object Data, Preparing Your CRM for Reporting, How to Create Custom Contact Properties in HubSpot, Auditing and Cleaning Your Data in HubSpot, Weekly Review: Data-Driven Business Foundation
Weekly Introduction: Use Reporting to Drive Success, Using Data in the Attract Stage: Hypothesis and A/B Testing, Using Data in the Attract Stage: Use Experiments to Familiarize Yourself with Your Audience, HubSpot Customer Spotlight: New Breed Marketing, Engage Stage Metrics to Consider, Forecasting and Analytics in Sales Hub, Data-Driven Decision Making in Customer Service, Weekly Review: Use Reporting to Drive Success
Weekly Introduction: Dashboards and Custom Reports, Data Considerations Before Building Custom Reports, Steps to Creating a Custom Report in HubSpot: The Importance of a Good Research Question, Steps to Creating a Custom Report in HubSpot: Using Data Sources, Steps to Creating a Custom Report in HubSpot: Example UI Walkthrough of Building a Custom Report in HubSpot, Steps to Creating a Custom Report in HubSpot: UI Walkthrough: The Importance of Filters, Steps to Creating a Custom Report in HubSpot: UI Walkthrough: Build a Custom Report that Contains Object and Event Data, Steps to Creating a Custom Report in HubSpot: UI Walkthrough: Using Sales Data in Custom Reports, Best Practices for Data Visualization, The Basics of Dashboard Design, Designing Visually Compelling Dashboards in HubSpot, Resizing Reports on Your HubSpot Dashboard, Weekly Review: Dashboards and Custom Reports
Weekly Introduction: Reporting with HubSpot Project, Project Overview, Congratulations! Reporting with HubSpot
Course: Singing Popular Music
Modules:
Welcome!, Connect with Your Classmates, Course Resources, Earn A Course Certificate, Submitting Your Projects
What You'll Learn in Lesson 1, Focusing on Two Vowel Shapes, Breathing Techniques, Consonants, Legato, Staccato, and Vibrato
What You'll Learn in Lesson 2, What is Mix Voice?, Practicing Mix Voice, Continuing to Identify Your Style
What You'll Learn in Lesson 3, Belting, Healthy Belting, What is Falsetto?
What You'll Learn in Lesson 4, Selecting a Genre, How to Begin Improvising, Improvisation in Different Genres, Twist on a Cover
Course: Financial Analysis: Portfolios, Risks, Strategic Decisions
Modules:
Introduction to the Course & Meet the Instructor, Portfolio Foundations, Portfolio Construction and Allocation, Portfolio Analysis, Foundations of Portfolio Design, Real-world Portfolio Strategies, Insights from Large Funds, Introduction to Risk Management, Financial Regulations, Investment Strategies in a Volatile Market, Congratulations and Continuous Learning Journey
Course: Gestión de las empresas de alimentación y bebidas
Modules:
Empresas de alimentación y bebidas - Introducción
1. Introducción al primer dilema: Productos vs. Mercados, 2. Orientación al producto vs Orientación al mercado: Una cuestión de cultura organizativa, 3. El concepto de calidad, 4. Valor al cliente, 5. Desde el valor al cliente a la propuesta de valor, 6. Productos alimentarios y bebidas como productos de experiencia: que significa y que conlleva, 7.  El rol fundamental de los Expertos y de los críticos, 8. El proceso de decisión de compra de los consumidores, 9. La experiencia del cliente, 10. Decisiones estratégicas de mercado: Segmentación y objetivos, 11. Posicionamiento: Marcar la diferencia con propuestas de valor, 12. Resumen: Producto vs. Mercado, Entrevista con Nils Hartmann de Masterchef, Entrevista con Paolo Bongiovanni de Eataly
1. Introducción al segundo dilema: Tradición vs. Innovación, 2. Conciliar el dilema: Incitar a la autenticidad, 3. Innovar propuestas de valor, 4. Innovar a través de las diferentes etapas de la experiencia del consumidor, 5. Ciclo de vida del producto y ciclo de vida de un mercado, 6. El valor de las marcas en los mercados de alimentos y bebidas, 7. Resumen: Tradición vs. Innovación, Entrevista con Pietro Leemann de Joia Restaurant, Entrevista con Paolo Ziliani de Berlucchi
1. Introducción al tercer dilema: Local vs. Global, 2. La globalización del mundo de los alimentos y de las bebidas, 3. Conciliar el dilema: Tomar ventaja desde las orígenes, 4. La variedad de las prácticas de consumo, 5. Construcción y gestión de una imagen y posicionamiento, 6. Estrategia orientada al mercado (Go-To-Market Decision): La construcción de una red de distribución, 7. Administrar la propuesta de valor: Adaptación vs. Estandarización, 8. La marcas territoriales (Place Branding): El valor del territorio, 9. Resumen: Local vs. Global, Entrevista con Giuseppe Morici de Barilla Europa, Entrevista con Niccolò Branca de Fratelli Branca Distillerie, Entrevista con Sergio Morpurgo - Il Cavallante, Entrevista con Guillermo Ariztía - Pabellón chileno, Expo 2015
1. Introducción al cuarto dilema: Pequeño vs. Grande, 2. Conciliar el dilema: Cuando el tamaño hace la diferencia, 3. Nicho de mercado y mercado de masas: ¿Existe una estrategia mejor que las otras?, 4. Llegar al público con eficacia: Gestión de puntos de contacto con los clientes, 5. Llegar al público con eficacia: Desarrollar narraciones eficaces, 6. Planear estrategias de crecimiento, 7. Portfolio de marcas y arquitectura de marcas, 8. Crecimiento y cambio organizacional: lo que implican y cómo interactúan entre ellos, 9. Resumen: Pequeño vs. Grande, Entrevista con Floris Cobelens de Heineken - Administrar grandes de carteras de marcas, Entrevista con Martin Oetting de TRND - Planear una campaña de marketing Boca a Boca, Entrevista con Federico Grom de Grom - Comenzar pequeños, volverse grandes
Las excelencias del Distrito de Módena - Territorio y valor
Course: Preparing for Your Call Center Customer Service Role
Modules:
Introduction: CVS Health Customer Service Professional Certificate, Preparing for Your Call Center Customer Service Role, Introduction to Your Instructor - Cory, Introduction: Career and Job Search Information, Overview of Hiring Process, Hear from: Denielle Booth, What to Expect from the Hiring Process, Overview: How to Find Available Positions, Components of a Resume, Keywords to Include in a Resume, How to Create a Resume, Overview: Preparing for Your Interview, Professional Communication, Overview:  When You Get the Job, Weekly Review: Career and Job Search Information
Capstone Project Instructions, Weekly Conclusion:Overview, Congratulations!
Course: Einführung in die Datenanalyse mit Excel
Modules:
Den Schulungsleiter kennenlernen, Einlesen von Daten in Excel, Grundlegende Datenmanipulation in Excel, Arithmetische Manipulation in Excel, Grundfunktionen in Excel, Funktionen mit absoluten und relativen Referenzen, Funktionen erklärt, Wiederholung Woche 1
Der Befehl „WENN“ in Excel, Der Befehl „WENN“ in Excel unter Verwendung numerischer Daten, Der Befehl „Geschachteltes WENN“ in Excel, Die Funktion „SVERWEIS“ in Excel, Ein weiteres „SVERWEIS“-Beispiel, Die Funktion „WVERWEIS“ in Excel, Professorin „Besserwisser“ braucht Hilfe!, Wiederholung Woche 2
Verwenden der Funktion „SVERWEIS“ in allen Arbeitsblättern, Datenfilterung in Excel, Verwendung von Pivottabellen in Excel, Weitere Pivottabellenoptionen, Anwendung von Pivottabellen auf numerische Daten, Einführung in Diagramme in Excel, Wiederholung Woche 3
Liniendiagramme, Balken- und Kreisdiagramme, Pivotdiagramme, Streudiagramme, Histogramme Teil 1, Histogramme Teil 2, Wiederholung Woche 4
Course: Power Platform in Business Analysis
Modules:
Introduction to Power Platform in Business Analysis, Microsoft Certified: Microsoft Power Platform Fundamentals, What is Microsoft Power Platform?, Data connectors, Pulling it all together, Microsoft Dataverse, Understand relationships, Environments in Dataverse, What is Microsoft Power Apps?, What Power Apps can do for you, Introduction to Power Platform: Module summary
Introduction and learn basic elements, Build a canvas app: Create your account and install, Customize the app, Get started with functions and share an app, Introduction to model-driven apps, Design of model-driven apps, Business logic, Creating model-driven apps, Control security and share model-driven apps, Custom solutions: Module summary
Introduction to Power Automate, Overview of Power Automate, Introduction and creating a flow from a template, Build recurring flows, Build an approval request: solution walk-through, Customize an approval request, Business process flows, Adding conditions to a business process flow, Adding a business flow to a model driven app, Edit a business process flow, Build an automated solution:Module summary
What is Power BI?, Power BI concepts, Power BI Reports and Dashboards, Data modeling and visualizations, Clean data, Work with Aggregates, Security and administration in Power BI, Introduction and Connect to data, Visualize data, Build a dashboard and collaborate and share, How to build a simple dashboard: Module summary
Introduction & what is Power Virtual Agents?, Entities, actions and publishing, Introduction & create a chatbot, Create and work with topics, Ending Branching and testing, Publish and Analyze a chatbot, Build a basic chatbot: Module summary
Course recap, Congratulations!
Course: DevOps and Build Automation with Python
Modules:
Installing PIP, Finding and Installing Packages, Using Packages, Lab Solution Video
Testing Software, Test Types, Writing Unit Tests, Module 2 Lab Solution Video
Headless Browsing, Writing Scripts to Visit a Web Page, Extracting HTML Elements
Containers, Docker, Scripting Docker with Python
Course: Fundamentals of Information System Security Architecture
Modules:
Course Welcome, Introduction to Information System Security, Information System Security, Understanding the CIA Triad, The Significance of CIA Triad in Information Security, Protection of Information and Access Control, Security Management and Response, Security Management and Response: Information Security Principles
Overview of Security Architecture Frameworks, Insights into the SABSA Security Architecture Cybersecurity Framework, The SABSA Security Architecture Cybersecurity Framework, Zero Trust, Defense in Depth
Risk Assessment Methodologies and Security, Risk Assessments in Security Architecture, Overview of Risk Assessment Methodologies, OCTAVE, NIST RMF, and FAIR Methodologies, Congratulations!
Course: Data Engineering with MS Azure Synapse Apache Spark Pools
Modules:
Introduction to the course, What is an Apache Spark pool in Azure Synapse Analytics?, How do Apache Spark pools work in Azure Synapse Analytics?, Lesson summary, Introduction to spark notebooks, Understand the use-cases for spark notebooks, Run spark notebooks, Lesson summary, Introduction to DataFrames in Spark pools in Azure Synapse Analytics, Load data in a Spark DataFrame, Flatten nested structures and explode arrays with Apache Spark, Lesson summary
Describe the integration methods between SQL and Spark pools in Azure Synapse Analytics, Understand the use-cases for SQL and Spark pools integration, Authenticate in Azure Synapse Analytics, Externalize the use of Spark pools within Azure Synapse Workspace, Transfer data outside the Synapse workspace using the PySpark connector, Lesson summary, Monitor Spark pools in Azure Synapse Analytics, Optimize Apache Spark jobs in Azure Synapse Analytics, Lesson summary
Course 6 recap, Course wrap up
Course: GetVirtual: How to Launch Your Online Business
Modules:
🎥 Welcome to GetVirtual, 🎥 Entrepreneur Mindset, 🎥 Strength-based Leadership, 🎥 Defining your Leadership Style, 🎥 Business Model Canvas Basics, 🎥 YOUR Business Model Canvas
🎥 Social Media Overview, 🎥 Social Media Research
🎥 Get Virtual Workflow, 🎥 How to be Professional, 🎥 Key Terms Talk, 🎥 How to Communicate, 🎥 My Business Acumen Talk
🎥 Project Proposal and Timeline, 🎥 Getting Paid and Scope Creep, 🎥 GV Wrap Up
Course: Recovering the Humankind's Past and Saving the Universal Heritage
Modules:
Getting Started, Course Format, Communication within the class, Quiz Availability, Lectures Availability, Lecture 1, Lecture 2, Collaborative Activities
Section 1.1 - What is archaeology? - (min. 14:29), Section 1.2 - The memory of the past in ancient civilizations - (min. 15:43), Section 1.3 - Preservation of the past and reference to the past - (min. 18:45), Section 1.4 - The appropriation and destruction of the others' past - (min. 19:23)
Section 2.1 - The scientific rediscovery of the past and the first forms of protection of the past - (min. 17:43), Section 2.2 - Renaissance in the western world, and the Renaissance - (min. 13:38), Section 2.3 - The birth of Archaeology as a historical discipline - (min. 17:58), Section 2.4 - The Archaeology of prehistory and the Archaeology outside the Old World: the enlargement of horizons from the Americas to India, and China. - (min. 15:44)
Section 3.1 - The devolution of the New Archaeology - (min. 11:18), Section 3.2 - Scientific methods in Archaeological Reconstructions - (min. 10:05), Section 3.3 - Archaeology as Science - (min. 07:40)
Section 4.1 - Discovery in Archaeology, the responsability of discovering, to discover is to destroy - (min. 11:21), Section 4.2 - Stratigraphical Archaeology ....  - (min. 15:28), Section 4.3 - The Archaeological excavation as operation of Harmony .... - (min. 12:07), Section 4.4 - The Archaeological interpretation .... - (min. 10:18)
Section 5.1 - Pioneer Archaeology: The Case of Nineveh - (min. 18:33), Section 5.2 - Historical Archaeology: The Case of Ebla  - (min. 18:18), Section 5.3 - Archaeology of Territory: Surveys in Southern Mesopotamia - (min. 18:33)
Section 6.1 - Titolo - From Physical Cultural Heritage to Digital one - Part 1 (min. 17:28), Section 6.2 - Titolo - From Physical Cultural Heritage to Digital one - Part 2 (min. 18:31), EXTRA: Tutorial Section 6.2.2 - make your copy of Visual SFM (min. 3:43), Section 6.3 - Titolo - From Physical Cultural Heritage to Digital one - Part 3 (min. 17:33)
Section 7.1 - Sharing digital resources on the Internet - (min. 08:35), Section 7.2 - Modeling digital data - (min. 11:53), Section 7.3 - Europeana Data Model - (min. 18:06), Section 7.4 - Europeana Data Model - (min. 15:21)
Section 8.1 - Cultural Heritage Assets - (min. 17:56), Section 8.2 - The Risk of the Destruction of Cultural Heritage - (min. 19:10), Section 8.3 - The Future of Cultural Heritage - (min. 13:47)
Course: L'Art des Structures 2 : treillis, poutres, dalles et cadres
Modules:
1001 Présentation du cours, 1100 Introduction aux treillis, 1102 Forces d'appui et arc-et-câble auxiliaire, 1101 Treillis à 4 noeuds, 1110 Systèmes labiles, isostatiques et hyperstatiques
1120 Treillis à 5 noeuds, 1140 Treillis, analyse complète - treillis à 7 et à 9 noeuds, 1150 Treillis en N et noeuds particuliers
1160 Treillis - efforts maximaux et signes des efforts, 1170 Treillis - analyse spécifique, 1210 Typologie des treillis à hauteur constante, 1211 Typologie des treillis à hauteur constante - treillis en X, 1212 Typologie des treillis à hauteur constante - treillis en K, 1215 Efficacité et moments, 1220 Treilis à hauteur variable, 1221 Treillis triangulaires et trapézoïdaux
1230 Tours et consoles, 1240 Tours et consoles en treillis, contreventement, 1250 Eléments de structures en treillis, 1260 Grilles de treillis, 1270 Treillis tridimensionnels
Résolution graphique d’un treillis simple, Interprétation de la résolution graphique d’un treillis
1300 Introduction aux poutres, 1310 Treillis dans une poutre, 1320 Poutre simple et console - efforts maximaux, 1330 Poutres : flexion et résistance, 1340 Efforts, contraintes et déformations
1350 Poutres superposées, 1360 Poutres : influence de la section, 1380 Prédimensionnement avec l'applet, 1382 Prédimensionnement de poutres en acier
1410 Treillis avec console, 1420 Principe de superposition, 1430 Treillis Gerber, 1440 Poutre avec console et poutres Gerber
1450 Poutres continues, 1460 Poutres-cloisons et voiles, 1470 Voiles superposés, 1480 Voiles en acier
1510 Planchers, 1520 Grilles de poutres, 1530 Introduction aux dalles, 1540 Dalles sur porteurs linéaires, 1550 Portée équivalente et prédimensionnement, 1560 Dalles sur porteurs ponctuels, 1570 Prédimensionnement des dalles d'un bâtiment
1600 Introduction aux cadres, 1610 De l'arc au cadre, 1620 Cadres et articulations, 1630 Charges horizontales dans les cadres, 1640 Poutres Vierendeel, 1642 Poutres Vierendeel verticales
1700 Introduction à la stabilité, 1710 Stabilisation d'une barre comprimée, déformée, 1720 Stabilité : conditions d'appui et longueur de flambage, 1730 Stabilité : solutions structurales
Poutres et poutres-cloisons, Dalle d’une villa contemporaine, Cadres et stabilité
Course: Intro to AR/VR/MR/XR: Technologies, Applications & Issues
Modules:
Meet Your Instructor, Course Overview, What Is XR? (V1), What Is XR? (V2), XR Technology Landscape, Welcome to the Honors Track, Your XR App Classification
VR Demo, Intro to VR, VR Concepts, VR Technologies, AR Demo, Intro to AR, AR Concepts (Part 1), AR Concepts (Part 2), AR Technologies, VR vs. AR, XR Technology Tree, XR Decision Tree, Your XR Technology Selection
Attending IEEE VR 2020 in VR, Trends in XR (Part 1), Trends in XR (Part 2), Key Issues in XR, Ethical & Social Concerns, Accessibility & Equity, Privacy & Security, Concluding Thoughts, Your XR Impact Analysis
Developing Your XR Strategy, Part 1: Scale & Approach, Part 2: Success, Part 3: The Future, XR Student Panel (Part 1), XR Student Panel (Part 2), Course Conclusion
Course: مبادئ تصميم تجربة المستخدم/واجهة المستخدم
Modules:
مقدمة حول مبادئ تصميم تجربة المستخدم/واجهة المستخدم, يوم في حياة مصمم منتج ميتا, مقدمة حول تجربة المستخدم وواجهة المستخدم, يوم في حياة مدير منتج ميتا, لمحة عامة عن المشروع النهائي, ما هي تجربة المستخدم؟, أهداف تجربة المستخدم + مكونات الجودة, لمحة عامة عن عملية تجربة المستخدم, ما هي واجهة المستخدم؟, البدء في استخدام Figma, من مُستخدمك؟, أدوات التعاطف, دراسة حالة: بحوث المستخدمين في العالم الواقعي, موجز الوحدة: مقدمة حول واجهة المستخدم/تجربة المستخدم
تقييم التصميم, دراسة حالة: إمكانية الوصول في ميتا, تصميم النموذج, المكونات في تصميم واجهة المستخدم, تقييم Little Lemon, أفضل ممارسات التنقل, موجز الوحدة: تقييم التصميم التفاعلي
الإطارات والطبقات والأشكال الأساسية, النوع والنص, الشبكات والقيود, التلاعب بالعناصر, التعامل مع الصور, إعداد المخططات الهيكلية, اختبار قابلية الاستخدام, موجز الوحدة: أساسيات التصميم التطبيقي
جعله جميلاً, تنسيق التصميم عالي الدقة, ما هي أنظمة التصميم؟, أنظمة التصميم في برنامج Figma, الانتقال من التصميم إلى إعداد النموذج الأولي, رسم نموذجك الأولي واختباره, دراسة حالة: كيفية استخدام التفاعلات متناهية الصغر في ميتا, موجز الوحدة: تصميم واجهة مستخدمك
ملخص الدورة التدريبية لمبادئ تجربة المستخدم/واجهة المستخدم, تهانينا، لقد أكملت مبادئ تجربة المستخدم/واجهة المستخدم
Course: Generative AI: Prompt Engineering Basics
Modules:
Course Introduction, What Is a Prompt?, What Is Prompt Engineering?, Best Practices for Prompt Creation, Common Prompt Engineering Tools
Text-to-Text Prompt Techniques, Interview Pattern Approach, Chain-of-Thought Approach, Tree-of-Thought Approach
Text-to-Image Prompt Techniques
Course: Gestión de proyectos: las bases del éxito
Modules:
Introducción, 1.1 ¿Qué es un proyecto?, 1.2 Alcance, 1.3 Planificación y programación, 1.4 Análisis de las partes interesadas
2.1 Planificación, 2.2 Planificación y EDT, parte 1, 2.3 Planificación y EDT, parte 2
3.1 Planificación y programación, 3.2 Construcción de un programa
4.1 Planificación de recursos humanos, 4.2 Armado del equipo, 4.3 Liderazgo y gestión del equipo, 4.4 Supervisión y control, 4.5 Cierre de un proyecto
Course: Cybersecurity Policy for Aviation and Internet Infrastructures
Modules:
Course 3 Introduction, L21 Aviation Infrastructure, L22 Aviation Transportation Roadmap
L23 Fixed vs. Mobile Assets, L24 Applying Transportation Roadmap (1), L25 Applying Transportaton Roadmap (2)
L26 Internet Infrastructure, L27 CARMA
L28 Applying CARMA (1), L29 Applying CARMA (2), L30 Applying CARMA (3)
Course: IBM Storage Scale Administration
Modules:
Course introduction
Storage Scale prerequisite information review, Manual installation of Storage Scale, Installation toolkit
Introduction, Manually upgrading a cluster, Upgrade using the installation toolkit, Complete the upgrade, Revert to the previous level
Health management framework, Storage Scale Management GUI, Event notification methods
Performance tuning, Performance monitoring
Secure administration, Securing data in motion, Securing data in rest, Implement encryption
Storage Scale Call Home introduction, Configure and use Call Home
Summary
Course: 全球卫生导论
Modules:
宣传视频
瘟疫与人类文明, 全球卫生的定义, 当今全球卫生的关注点, 全球卫生的倡导与组织者
卫生系统, 卫生系统理论框架及其应用, 卫生筹资, 卫生筹资模式及其特点
疾病负担的维度, 全球疾病负担的方法, 全球疾病负担的政策含义
营养不良的健康危害, 不健康的生活方式对健康的危害, 全球慢性疾病预防控制目标和对策
全球妇幼卫生发展的历程碑, 生殖健康与生殖保健的内涵, 21世纪全球妇幼健康的目标和策略, 中国促进母婴安全的成功案例
环境与健康的基本概念, 大气污染与居民健康, 全球气候变化与居民健康
结核病与耐药结核病概念, 流行现状和分布特征, 中国的结核病流行和控制, 结核病控制策略和目标
艾滋病病原学与自然史, 艾滋病流行病学, 全球艾滋病流行与防治现状, 全球艾滋病流行与防治现状
老龄化及其发展趋势, 老龄化对卫生系统的挑战, 实现健康活力老龄化路径与策略
突发公共事件和突发公共卫生事件, 突发公共卫生事件应对
Course: 哲学导论（中文版）
Modules:
简介：什么是哲学？, 哲学：困难、重要且无处不在, 哲学：我们如何思考？, 是否存在对事物“正确的”思维方式？
知识的基本要素, 经典知识论和葛梯尔问题, 我们有知识吗？, 拓展讨论 I, 拓展讨论 II
笛卡尔的心物二元论, 物理主义：同一性理论和功能主义, 功能主义与精神状态的作用, 功能主义与功能复杂性, 思想 vs. 机器：图灵测试与中文房间, 思想 vs. 机器: 关于思想的计算观点面临的问题, 拓展讨论
道德的地位, 客观主义、相对主义以及情绪主义, 针对客观主义、相对主义以及情绪主义提出的异议, 拓展讨论
简介：休谟关于证词和奇迹的观点, 里德对休谟的反驳, 里德的主张, 康德、启蒙运动以及学术独立, 学术独立的价值
科学的目的：拯救现象 vs. 揭示真理, 拯救现象？托勒密天文学, 真理？伽利略和哥白尼天文学, 科学实在论与无奇迹论证, 科学反实在论：建构经验论, 实在论者的反驳：最佳解释推论, 总结性摘要
时间旅行究竟是什么？, 祖父悖论, 关于改变的两种观念, 因果循环, 接下来呢？, 拓展讨论