dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Sensory Science: The Senses
Modules:
Course Introduction, Module Introduction, Taste - One of the Chemical Senses, Taste Anatomy: Taste Buds, Taste Nerve System, Taste Transduction, Taste Adaptation, Mixture Effects, Inhibition and Synergy, Trigeminal Chemical Sensitivity, Taste Sensitivity, Basic Taste
Module Introduction, Smell: The Chemical Nature of Odorous Stimuli, Olfactory System Anatomy, Smell Transduction, Perception of Smell, Classification of Odors
Stereochemical Theory: Lock and key, Adaptation, Orthonasal and Retronasal Olfaction, Tactile Sensations, Cutaneous Perception
Module Introduction, The Anatomy of the Eye, The Receptors, Visual Areas of the Brain, Optical Illusions, Depth Perception, Color Perception, Hearing: Audition, Hearing Transduction and Adaptation, Course Summary
Course: Build a product splash page with HTML and CSS
Modules:
Build a product splash page quiz
Course: Artificial Intelligence for Breast Cancer Detection
Modules:
Instructor Introductions and Course Overview, Introduction to Breast Cancer and Breast Imaging, Overview of Breast Cancer Screening, Diagnostic Breast Cancer Imaging, Outcome Metrics
History of Artificial Intelligence, AI Training and Test, Parametric and Non-parametric Modeling, Classification Assessment Metrics
Typically Benign Calcifications, Suspicious Calcifications, Benign Appearing Masses, Suspicious Appearing Masses
Building Classifier, Bayesian Neural Network, Convolutional Neural Network, Applications to Breast Cancer Detection
Course: Leadership in Multinational, Cross-Cultural Teams
Modules:
Course Introduction, Module Introduction, Definition of Leadership, Adaptive Leadership, Styles Of Leadership
Module Introduction, Culture and Leadership, Gender and Culture, Egalitarian vs. Hierarchical Cultures, Consensual vs. Top-Down Decision Making Cultures
Module Introduction, Cultural Competencies - Part 1, Cultural Competencies - Part 2, Handling Dissent
Module Introduction, Future of Multinational Teams, Environment, Economy, Technology, Future of Leading Multinational, Cross-Cultural Teams, Course Summary
Course: Re-imaging God in Korean Context
Modules:
Who is This Course For?, Orientation, Why Images?, Theology, as a Work of the Imagination, Concept of God vs. Image of God, The Image of God: A Psychoanalytic Understanding
Introduction, God is Our Father, Is He Good Enough?, Freud, a Theologian, Imago: Psychoanalysis and Religion, Why did Freud Reject God the Father?
Introduction, Understanding Self (and God) in the West and East, Mental and Collective Representations of God, Hanunim: The Korean Term for God, The Heaven in Korean Confucianism
Introduction, A Way of Dialogical Imagination, Minjung Theology and Its Creative Imagination, Chang Il-dam: A Social Biography of Minjung, God is Rice
Introduction, Where Korean Liberation Theology and Pentecostalism Meet, Korean Spirits Live Together in this World, How God Heals Korean Han, How 'God as Spirit' Transforms Us
Course: Python Project: Software Engineering and Image Manipulation
Modules:
Introduction to the Specialization, What’s New? Updates and Improvements in the Second Edition, Welcome to the Python 3 Project Course, Designing Python Projects, Converting Class Diagrams, Capturing Interactions Between Classes, Completing the Game, Introduction to Assignment 1
Introduction to the Python Imaging Library, Fundamentals of Images, Common Functions in the Python Imaging Library, Creating Images in Python, Introduction to Assignment 2
Introducing Optical Character Recognition, Combining OCR with Imaging, Using Jupyter Widgets
Course: أساسيات الإعلان على وسائل التواصل الاجتماعي
Modules:
مقدمة إلى شهادة محترف التسويق عبر وسائل التواصل الاجتماعي على فيسبوك, نظرة عامة حول أساسيات الإعلان على وسائط التواصل الاجتماعي, مقدمة دانيال كوب, وظائف في التسويق الرقمي, نظرة عامة حول مقدمة إلى الإعلان على وسائل التواصل الاجتماعي, سبب وموعد الدفع للإعلانات, المنشورات المجانية مقابل الإعلانات المدفوعة, المنشورات المجانية مقابل الإعلانات المدفوعة على فيسبوك وإنستغرام., تنسيقات الإعلانات على منصات وسائل التواصل الاجتماعي المشهورة, المكونات الخمسة لإعلان على وسائل التواصل الاجتماعي, تركيبة إعلانات فيسبوك وإنستغرام, تقييم فاعلية إعلان, خاتمة مقدمة إلى الإعلان على وسائل التواصل الاجتماعي
نظرة عامة على إنشاء إعلانات فعالة على وسائل التواصل الاجتماعي, كيف تحدد أهداف نشاطك التجاري مؤشرات الأداء الرئيسية لديك, نصائح للحصول على مرئيات إعلانية وإنشائها, كتابة نسخة فعّالة لإعلانك, التعاون مع الفرق الداخلية والخارجية, العمل مع ملخصات إبداعية, خاتمة إنشاء إعلانات فعالة على وسائل التواصل الاجتماعي
مقدمة إلى البيانات والخصوصية والسياسات على وسائل التواصل الاجتماعي, الإعلان القائم على البيانات, كيف تُجمع البيانات عبر الإنترنت, تنسيقات البيانات المختلفة, من يجمع البيانات ويخزنها؟, مقدمة سياسات حماية البيانات, اللوائح الحكومية: GDPR، وCCPA، وCOPPA, التنظيم الذاتي للصناعة, سياسات بيانات الشركة, خاتمة البيانات والخصوصية والسياسات على وسائل التواصل الاجتماعي
نظرة عامة على بدء الإعلان على فيسبوك وإنستغرام, دراسة الحالة: شركة Charleston Gourmet Burger, إنشاء إعلان من صفحة نشاطك التجاري على فيسبوك, اختيار الهدف المناسب لهدف نشاطك التجاري, دراسة الحالة: بلومز فرنسا, إنشاء إعلان من حساب نشاطك التجاري على إنستغرام, إعلانات قصص إنستغرام, نصائح إبداعية للإعلانات على قصص, اختبار بدء الإعلان على فيسبوك وإنستغرام
لمحة عامة على المشروع اكتب ملخصًا إبداعيًا لإعلانك على وسائل التواصل الاجتماعي, تهانينا!
Course: API Security on Google Cloud's Apigee API Platform
Modules:
Course Series Introduction, Course Introduction
Module Overview, API Security Concerns, Identity, Authentication, and Authorization, OAuth Introduction (1), OAuth Introduction (2), OAuth Client Credentials Grant, OAuth Password Grant, OAuth Authorization Code Grant (1), OAuth Authorization Code Grant (2), OAuth Authorization Code Grant (3), OAuth Wrap-up, Lab Intro: Using OAuth Client Credentials Grant Type, Getting Started with Google Cloud and Qwiklabs, JWT, JWS, SAML, and OpenID Connect, Module Review
Module Overview, Protecting Against Content-Based Attacks (1), Protecting Against Content-Based Attacks (2), Lab Intro: JSON Threat Protection, Lab Intro: Regex Threat Protection, Transport Security (1), Transport Security (2), Apigee Platform Security (1), Apigee Platform Security (2), Lab Intro: Internal Threat Protection, Lab Intro: Data Masking, Module Review, Course Review
Course: Network Security
Modules:
Course Introduction
What is Networking?, Network Models- Comparison, Layers 1 and 2 – Physical Layer, Layer 3 – Network Layer, Layer 4 – Transport Layer, Layer 5 – Session Layer
Spoofing, Phishing, DOS, Virus, Worm, Trojans, On-Path Attack, Side-Channel Attack, Host Intrusion Prevention Systems
Data Center, Cloud Services, Infrastructure as a Service (IaaS)
Network Security Review, Network Security Quiz
Course: Elastic Cloud Infrastructure: Scaling and Automation en Français
Modules:
Présentation du cours
Présentation du module, Cloud VPN, Présentation de l'atelier : Configurer un VPN haute disponibilité Google Cloud, Coursera : Premiers pas avec Google Cloud et Qwiklabs, Cloud Interconnect et appairage, Cloud Interconnect, Appairage, Choisir une connexion, VPC partagé et appairage VPC, Récapitulatif du module
Présentation du module, Groupes d'instances gérés, Autoscaling et vérifications d'état, Présentation de l'équilibrage de charge HTTP(S), Exemple : Équilibreur de charge HTTP, Équilibrage de charge HTTP(S), Présentation de l'atelier : Configurer un équilibreur de charge HTTP avec autoscaling, Récapitulatif de l'atelier : Configurer un équilibreur de charge HTTP avec autoscaling, Cloud CDN, Équilibrage de charge proxy SSL, Équilibrage de charge proxy TCP, Équilibrage de charge réseau, Équilibrage de charge interne, Présentation de l'atelier : Configurer un équilibreur de charge interne, Récapitulatif de l'atelier : Configurer un équilibreur de charge interne, Choisir un équilibreur de charge, Récapitulatif du module
Présentation du module, Terraform, Présentation de l'atelier : Automatiser l'infrastructure de réseaux à l'aide de Terraform, Récapitulatif de l'atelier : Automatiser l'infrastructure de réseaux à l'aide de Terraform, Google Cloud Marketplace, Démonstration : Lancer des solutions d'infrastructure sur Google Cloud Marketplace, Récapitulatif du module
Présentation du module, BigQuery, Dataflow, Dataprep, Dataproc, Démonstration : Dataproc, Récapitulatif du module, Récapitulatif de la série de cours
Course: Introduction to the Tidyverse
Modules:
About This Course, Data Terminology, Principles of Tidy Data, Tidy Data Are Rectangular, Tidy Data Benefits, Rules for Storing Tidy Data
Common problems with messy datasets, Examples of untidy data, Tidying untidy data
The Data Science Life Cycle, Reading Data into R, Data Tidying, Data Visualization, Data Modeling
RStudio Projects, File Paths, The here package, File Naming, Project Template: Everything In Its Place, Data Science Workflows
Case Study #1: Health Expenditures, Case Study #2: Firearms
Introduction to the Tidyverse Course Project
Course: The "What" of the Marketing Strategy
Modules:
Deep Dive into the Marketing Process, Introduction to Differentiation, Positioning, and the Value Proposition, The Three Circles, Positioning and the Positioning Statement, Positioning Map Feedback
Course: Introduction to Quality Improvement in Healthcare
Modules:
QIH.M01 Welcome, QIH.1.09b Quality Improvement and Translational Research, QIH.1.09c Improvement in Practice: The Complexity of Improving Care, QIH.1.09d Making Improvements in Complex Systems: the SHIFT-Evidence Framework
QIH.2.02: Learning from People's Experiences of Healthcare, QIH.2.04: Learning from the Experiences of Community Organisers, QIH.2.08 Leadership and Improvement: Empowering People to Change, QIH.2.09a: Programme Theory in Quality Improvement, QIH.2.09b: Programme Theory in Practice: Improving Flu Vaccine rates
QIH.3.04a: Process Mapping in Healthcare Quality Improvement Initiatives, QIH.3.04b: Process mapping in Practice: Improving Hand and Wrist Fracture Clinic Services, QIH.3.05a: The Plan-Do-Study-Act cycle: a Scientific Approach to Improvement, QIH.3.05b: The Plan-Do-Study-Act cycle: Improvement in Action
QIH.4.03: Reflecting Upon Long Term Success to Sustain Improvements in Healthcare, Video QIH.4.04d: Improving Obstetric Care in Low-Resource Settings: Implementing of Accompaniment to Women for Facility-Based Maternity Care in Rural Guatemala, QIH.5.03: Fidelity of Use of Quality Improvement Methods, QIH.M02 Course summary
Course: Google Chat
Modules:
Course introduction, Agenda
Introduction to Google Chat, Opening Google Chat
Messaging in Google Chat, Send a message, Use group conversations, Activity 1 explained, Set a status in Google Chat, Manage your conversations, Message requests, Manage your Google Chat settings, Collaborate in Google Chat
Spaces in Google Chat, Uses for spaces, Create a space, Join a space, In-line threading, Activity 2 explained, Collaborate in spaces, Space management options, Manage a space, Activity 3 explained
Apps in Google Chat, Using apps, Adding apps to spaces, Common apps in Google Chat, Activity 4 explained
Business challenge overview, Business challenge, Wrap up
Course: ML Pipelines on Google Cloud - 한국어
Modules:
과정 소개
TensorFlow Extended(TFX), TFX 개념, TFX 표준 데이터 구성요소, TFX 표준 모델 구성요소, TFX 파이프라인 노드, TFX 라이브러리, 실습 소개: TFX Walkthrough
TFX 조정자, Apache Beam, Cloud AI Platform의 TFX, 실습 소개:  Cloud AI Platform의 TFX 파이프라인
TFX 커스텀 구성요소 - Python 함수, TFX 커스텀 구성요소 - 컨테이너 + 서브클래스화, TFX 파이프라인용 CI/CD 워크플로, 실습 소개: CI/CD 실습 둘러보기
TFX 파이프라인 메타데이터, TFX ML 메타데이터 데이터 모델, TFX 파이프라인 메타데이터 실습 소개
컨테이너화된 학습 애플리케이션, PyTorch, Scikit, XGBoost 애플리케이션 컨테이너화, KubeFlow 및 AI Platform Pipelines, 지속적 학습, 실습 소개: KubeFlow 및 AI Platform Pipelines로 TensorFlow, PyTorch, XGBoost, Scikit Learn 모델의 지속적 학습
Cloud Composer란 무엇인가요?, Apache Airflow의 주요 개념, Cloud Composer를 사용한 지속적 학습 파이프라인(데이터), Cloud Composer를 사용한 지속적 학습 파이프라인(모델), Apache Airflow, 컨테이너, TFX, 실습 소개: Cloud Composer를 사용한 지속적 학습 파이프라인
소개, ML 개발 과제 개요, MLflow가 이 문제를 해결하는 방법, MLflow 추적, MLflow 프로젝트, MLflow 모델, MLflow 모델 레지스트리, 데모: 로컬에서 MLflow 배포., 데모: Databricks Community Edition를 사용한 MLflow
과정 요약
Course: Learn to Teach Java:   Boolean Expressions, If Statements, and Iteration
Modules:
Welcome!, Optional: Welcome to the Learn to Teach Java Specialization
From Block to Text: Boolean Expressions and If Statements, Boolean Expressions, Programming Challenge: Prime Numbers, If Statements and Control Flow, Optional: Advanced/Differentiated Problem for 3.2, Programming Challenge: Magic 8 Ball, Two-way Selection: If-else Statements, Programming Challenge: 20 Questions, Multi-selection: else-if Statements, Programming Challenge: Adventure, Compound Boolean Expressions, Programming Challenge: Truth Tables, Equivalent Boolean Expressions, Programming Challenge: Truth Tables (AGAIN!), Comparing Objects, FAST: Programming Challenge: Tracing Code, Magpie Chat Lab (Recommendation: Skip It)
Classroom Discussions: Teacher Guide Part 1, Classroom Discussions: Teacher Guide Part 2, Teaching Code Tracing, Assessment Options Part 1, Assessment Options Part 2, Developing Problem Solving Skills Part 1, Developing Problem Solving Skills Part 2
Block to Text: Iteration Part 1, Block to Text: Iteration Part 2, While Loops Part 1, While Loops Part 2, While Loops Part 3, Optional Extra: Indenting and Grading, Programming Challenge: Guessing Game (a really good one!), For Loops, Programming Challenge: Turtles Drawing Shapes, Loops and Strings Intro (4.3), For Loops and Strings (4.3.2), While Loops and Strings: Parsons' Remove a (4.3.1), While Loops and Strings: Find and Replace (4.3.1), Programming Challenge: String Replacement Cats and Dogs, Nested Loops, Programming Challenge: Turtle Snowflakes, Loop Analysis (& Tracing), Tracing Demos 4.5, Tracing Demos 4.5 Programming Challenge
Classroom Discussions: Teacher Guide Part 1, Classroom Discussions: Teacher Guide Part 2, (More) Code Tracing, Assessment Options Part 1, Assessment Options Part 2, English Descriptions: A Software Developer Skill, Loops: Free-Response Question Overview, Problem Solving: Gathering, Problem Solving: Counting - Part 1, Problem Solving: Counting - Part 2, Problem Solving: Checking - Part 1, Problem Solving: Checking - Part 2, Problem Solving: Checking - Part 3, Problem Solving: Most Wanted - Part 1, Problem Solving: Most Wanted - Part 2
Course: Mindfulness and Well-being: Foundations
Modules:
Meet the Professor, Course Introduction
Introducing Mindfulness, Exploring the Qualities of Mindfulness Part 1, Exploring the Qualities of Mindfulness Part 2, Strategies for Cultivating Mindfulness, Tuning in to Your Senses, Weekly Activity Challenges Case Study 1, Brief Introductory Meditation
Establishing Connection with the Body, The Body as a Reference Point for Awareness, The Health Benefits of Mindfulness, Understanding and Appreciating Your Body, Body Scan Meditation, Weekly Activity Challenges Case Study 2
Exploring My Inner What?, The Conditioned Mind, Emotions, Thoughts, and the Body, Wrapping Up One Hell of a Module!, Awareness of Breath Guided Meditation, Weekly Activity Challenges Case Study 3, Awareness of Breath and Body Guided Meditation
Cultivating a Practice of Mindfulness, Setting the Stage for Practice, Exploring Common Obstacles During Practice, Exploring Thoughts Meditation, Weekly Activity Challenges Case Study 4, R.A.I.N., Course Conclusion
Course: Storytelling - Relanza tu Marca
Modules:
Bienvenida al curso, ¿Qué hay dentro de una historia?, ¿Qué es un buen contenido?, La empatía del cliente como contador de historias, El mito del tipo creativo. Invitado a la entrevista: Francisco Di Paola
Bienvenida a la semana 2 y al storytelling estratégico, Las historias como algoritmos para la mente, USP, La guerra en la economía de la atención, Story thinking como marco de trabajo, ¿Qué permanece y qué está cambiando?, Propósito y tendencias. Invitada a la entrevista: Mariana Jasper, Bienvenido al metaverso: qué es real, qué no, I Love Lucy y la televisión. Aprendimos la lección
Bienvenido a la semana 3 y qué es una historia con números, Números y presentaciones: resistan la tentación, Ves con tu cerebro, Lo que pasa en la NASA no se queda en la NASA
Bienvenida a la cuarta semana, El mito único y el camino del héroe, ¿Qué es un content persona?, Ejemplos de marcas que ejecutan historias perfectas
Course: Cash Flow Management
Modules:
Meet your Instructor
Return on Invested Capital (ROIC) and Free Cash Flow (FCF), Case Study Solution
Cash Cycle, Case Study Solution
Course: Fundamentals of Investing
Modules:
Introduction: Investing Basics, Stock Basics, Understanding Stocks, Analyzing Stocks, Investing in Stocks, Bond Basics, Understanding Bonds, Analyzing Bonds, Investing in Bonds, What is a Mutual Fund?, All-In-One Mutual Funds, What is an Exchange-Traded Fund (ETF)?, What is a Derivative?, Equity Compensation - Stock Options
Understanding Investment Risk, Systematic Investment Risk, Unsystematic Investment Risk, Measuring Investment Risk, Measuring Investment Returns, Investment Risk & Return, Investment Risk Tolerance & How to Find Yours
Investment Diversification Basics, Active Investing, Passive Investing
How Investments Are Taxed, Investment Fees, Choosing Investment Accounts to Maximize Tax Benefits
Course: AI-Enhanced Content Creation:Elevate Copywriting with Humata
Modules:
Task 1 - Uploading Content to Humata AI, Task 2 - Applying Prompt Engineering (Part 1), Task 2 - Applying Prompt Engineering (Part 2), Task 2 - Applying Prompt Engineering (Part 3), Practice Task - Give it a Go: Applying Prompt Engineering, Task 3 - Identify the Target Customer, Task 4 - Generating an Advertisement, Task 5 - Generating a Blog, Cumulative Task, Conclusion & Wrap Up
Course: PrEParing: PrEP for Providers and Patients
Modules:
Course Introduction, Module 1 Introduction, State of the Science, My Decision to Get on PrEP, Demonstration Projects, Is PrEP Right for Me?, Peer Summary
Module 2 Introduction, PrEP and nPEP for HIV Prevention, PrEP: Pharmacodynamics / Pharmacokinetics, Emerging Data/Ongoing Trials for PrEP, Community-Based Implementation of CDC PrEP Guidelines, PrEP Pipeline, Peer Summary
Introduction, PrEP for the Transgender Community, Adolescents & PrEP, Women in Sex Work Exposed to Violence or Coercion, PrEP in Women and Serodifferent Couples, Provider Considerations for Engaging Men Who Have Sex with Men with PrEP, PWID, HIV Infection and PrEP, Adolescents & PrEP, Women in Sex Work Exposed to Violence or Coercion, PrEP in Women and Serodifferent Couples, MSM Self-advocacy and Health Care Empowerment for PrEP, PrEP -- A new tool in the PWID toolkit?, Peer Summary- Module 3
Introduction, Paying for PrEP: Patient Assistance Programs, Should your Clinic Offer PrEP? Build It and They Will Come, PrEP Implementation: A Community Based Nurse-Led Model, Business Case -- Cost-Effectiveness of PrEP, Integrating PrEP into Clinical Practice, PrEP Community Outreach in Baltimore, PrEParing For Pleasure -- Navigating Barriers, Peer Summary
Introduction, The Initial PrEP Visit -- What Providers and Patients Should Know, HIV Prevention -- Sex, Sexual History and PrEP, Sexually Transmitted Infection Screening and PrEP, Laboratory Testing, Patient Education, How to Discuss Sex With Your Provider, How to Take PrEP and the Importance of Adherence, Peer Summary
Introduction, My personal Experience on PrEP, Discontinuing PrEP, Quality of PrEP Programs, Follow-up Labs -- Subsequent Visits, Sexually Transmitted Infections and PrEP -- Focus on Gonorrhea & Chlamydia, PrEP and Genital Ulcer Disease -- Syphilis, Herpes and Human Papilloma Virus, Models of Care & Case Management, Adherence and Retention, Lab Follow-up For Patients, Risk Reduction, Keeping it Real with Your Provider, How to Stay Adherent in the PrEP Program, Peer Summary
Course: SMP/E for z/OS Workshop
Modules:
SMP/E Overview Part I, SMP/E Overview Part II, SMP/E Overview Part III, SYSMOD sources I, SYSMOD sources II, SMP/E processing, Installation process
Introduction SYSMOD packaging, Modification Control Statements Part I, Modification Control Statements II, Control Modification Statements III, Packaging Systems
Tracking Element Levels
CSI structure, Controlled Information, Status Information, Content and Structure Information, Zone Management Commands
Invoking SMP/E and SMPE data sets, Dynamic Allocation
Receive and Reject - Introduction I, Receive and Reject - Introduction II, HOLDDATA I, HOLDDATA II
Apply Processing: Introduction, Operands, SYSMOD selection and applicability checks, JCLIN processing, Element Selection, Element installation, CSI Updates and reports
Accept Processing : Introduction, ACCEPT Processing
RESTORE Processing
System Structure, BUILDMCS command, LINK MODULE command
LIST PROCESSING, REPORT Command, SMP/E scenarios
SMP/E electronic delivery, SMP/E eletronic delivery II, SMP/E internet delivery enhancements
Course: Introduction to Generative AI - Art of the Possible
Modules:
Introduction to Generative AI - Art of the Possible
Course: Iniciación y Planificación de Proyectos
Modules:
¡Comencemos!, ¿Qué sí es un proyecto y qué no? Parte 1, ¿Qué sí es un proyecto y qué no? Parte 2, ¿Cómo son las estructuras organizacionales? Parte 1, ¿Cómo son las estructuras organizacionales? Parte 2
¿Quiénes son los Stakeholders?, Matrices
¿Qué es el acta de constitución de un proyecto?, ¿Cuál es el plan de gestión de un proyecto?, ¿Cuál es el plan de alcance de un proyecto?
Autoridad e Influencia, ¿Cuáles teorías motivacionales están involucradas?
Course: Introducción al Desarrollo de Software
Modules:
Bienvenida al curso Introducción al Desarrollo de Software, Características en la Construcción de Software, Procesos de la construcción de software, Procesos externos relacionados a la construcción de software
Modelos de ciclo de vida del desarrollo de software
Términos utilizados en la construcción de software, ¡Has llegado al final del curso Introducción al Desarrollo de Software!
Course: Materials Data Sciences and Informatics
Modules:
Course Syllabus, Frequently Asked Questions, Suggested Reading, Target Audience and Recommended Background, Get More from Georgia Tech, Consent Form
Why Accelerate Material Discovery and Development?, Historical Materials Development Cycles, How do we accelerate materials development and deployment, Emergence of multi-stakeholder initiatives, The Materials Innovation Ecosystem, Part 1:Multiscale Modeling and Multilevel Design of Materials, Part 2: Multiscale Modeling and Multilevel design of Materials, Decision-Making in Material Design, Multilevel Systems-Based Materials Design
Material Property, Material Structure, and Manufacturing Processes, Process-Structure-Property (PSP) Linkages, Role of Structures in PSP Linkages, Data Science Terminology, Main Components of Data Science, What is Big Data?
Digital Representation of Material Structure, Spatial Correlations: n-Point Statistics, Computation and Visualization of 2-Point Spatial Correlations, Principal Component Analyses (PCA) for low dimensional representations, Principal Component Analyses (PCA) for low dimensional representation of material structure, Homogenization: Passing Information to Higher Length Scales
Structure-Property Linkages using a Data Science Approach-Part 1, Structure-Property Linkages using a Data Science Approach-Part 2
Materials Innovation Ecosystem, Materials Innovation Cyberinfrastucture, e-Collaboration Platforms/Environments, Materials Cyber-Infrastructure, Introduction to PyMKS Materials Knowledge Systems in Python, Materials Data Science with PyMKS
Course: Solar Energy Codes, Permitting and Zoning
Modules:
Building Codes for Residential PV Systems, Codes for Commercial Roof Systems, Site Inspections
Code and Zoning Rules, Permitting, Planning Documents, Streamlining the Permitting Process
Code Inspection Overview, Load Considerations, What to Inspect, Electrical Code Inspection
System Labeling, Labeling and Inspecting Large Systems
Final Graded Compliance Project
Course: Particle Filters (and Navigation)
Modules:
4.1.1: Welcome to the course!, 4.1.2: Review of key concepts, 4.1.3: Developing the integral framework for general Bayesian recursion, 4.1.4: How to approximate integrals numerically, 4.1.5: Implementing Bayesian inference via numeric integration, 4.1.6: Octave code to implement Bayesian inference, 4.1.7: Summary of "A brute-force solution for highly nonlinear systems" module plus next steps
4.2.1: Introducing the Monte-Carlo method for approximating an integral, 4.2.2: The importance of an importance density, 4.2.3: Weight normalization, 4.2.4: The impulse function, 4.2.5: How to visualize a pdf stored as a sum of impulses?, 4.2.6: Summary of "How to approximate multidimensional integrals efficiently" module plus next steps
4.3.1: Sequential importance sampling (the particle filter), 4.3.2: Setting up an example of the particle filter, 4.3.3: Octave code to implement a particle filter, 4.3.4: Examining the variables of the basic SIS algorithm, 4.3.5: How to "resample" the particles to reduce redundancy, 4.3.6: Implementing resampling in Octave; revisiting example, 4.3.7: Summary of "Developing and refining the particle-filter algorithm" module plus next steps
4.4.1: Concepts in navigation, 4.4.2: The indoor navigation problem, 4.4.3: Setting up a sensor model for an example, 4.4.4: Setting up pdfs for the example, 4.4.5: Implementing indoor navigation using a particle filter in Octave, 4.4.6: Summary of "Navigation application using a particle filter" module plus next steps
Course: Les outils du métier : Linux et SQL
Modules:
Introduction au cours 4, Bienvenue dans la semaine 1, Kim : mon parcours dans l'informatique, Introduction aux systèmes d'exploitation, Au cœur du système d'exploitation, Affectation des ressources via le système d'exploitation, Comparaison entre GUI et CLI, Récapitulatif
Bienvenue dans la semaine 2, Introduction à Linux, Phil : apprendre et évoluer dans le domaine de la cybersécurité, L'architecture Linux, Les distributions Linux, KALI LINUX ™, Présentation du shell, Entrée et sortie dans le shell, Récapitulatif
Bienvenue dans la semaine 3, Commandes Linux via le shell Bash, Commandes de base pour la navigation et la lecture de fichiers, Trouver ce dont vous avez besoin avec Linux, Créer et modifier des répertoires et des fichiers, Autorisations et propriété de fichiers, Modification des autorisations, Ajouter et supprimer des utilisateurs, Damar : mon expérience avec les commandes Linux, La communauté Linux, Pages de manuel dans le shell, Récapitulatif
Bienvenue dans la semaine 4, Introduction aux bases de données, Interroger des bases de données avec SQL, Adedayo : SQL dans la cybersécurité, Requêtes de base, Les filtres de base dans les requêtes SQL, Filtrer les dates et les nombres, Filtres avec AND, OR et NOT, Joindre des tables dans SQL, Les types de jointures, Récapitulatif, Récapitulatif du cours
Course: Critical Issues in Urban Education
Modules:
Course Overview, Public Schooling & Local Control, American Public School Funding, Concepts of American School Reform, pt. 1: The Theories Behind Reform, Concepts of American School Reform, pt. 2: The History of Reform
NCLB: Overview, Building Up to NCLB, 1965-2001, Part 1: Accountability and Choice, Part 2: Flexibility and Literacy, Part 1: The Aftermath of NCLB, Part 2: Arguments For and Against NCLB
Overview: Common Core State Standards, American Schooling Standards, 1892-2015, Part 1: Developing the Standards, Part 2: Implementing the Standards, Arguments For and Against CCSS
Meet the Experts, NCLB Interviews, CCSS Interviews, Federal Intervention Interviews, Panel 1, part 1: School Improvement at Scale, Panel 1, pt. 2: Standardized Tests, Panel 1, pt. 3: School-level Reform
Overview: School Choice, School Choice from 1955 Onward, Part 1: Open Enrollment and Magnet Schools, Part 2: Tax Credits and Homeschooling, Arguments For and Against School Choice
Overview: Charter Schools, The History Behind Charter Schools, 1955-2015, What makes charter schools different?, Part 1: How do charter schools perform?, Part 2: Arguments For and Against Charter Schools
School Choice: Meet the Experts, The School Choice Debate Interviews, School Choice Interviews: Charter Schools, Part 1: The Theory Behind School Choice, Part 2: Teachers and Teachers Unions in Charter Schools, Part 3: Charter School Results
Accountability: Overview, Accountability, 1980-2001, Part 1: Assessments, Report Cards, and Help to Low-Performing Schools, Part 2: Turnaround and Rewards to High-Performing Schools, How have Accountability Methods Changed over Time? 1999-2014
Overview: Teacher Effectiveness and Evaluation, How and Why has Teacher Evaluation Changed over Time?, How Teacher Evaluation Systems Work, The Teacher Pathway Perspective
Meet the Experts, Accountability Interviews, High-stakes Testing Interview, Teacher Quality and Evaluation Interviews
Course: Artificial Intelligence and legal issues
Modules:
Artificial intelligence and law: introduction and general overview
Civil Liability and compensation for damages, The existing legal framework on civil liability, Liability on the production and use of the intelligent systems, Criminal liability
The protection of intelligent systems in the light of copyright, AI and patentability, The protection of works created by AI
The protection of privacy, The risks of algocracy for the fundamental freedoms: from Cambridge Analytica to mass surveillance, AI compliant to the legal privacy framework
Course: Sourcing Excellence
Modules:
Welcome to Sourcing Excellence, Raw Material Inventories, Inventory Coordination, Inventory Coordination Tradeoffs, Vendor Managed Inventory, Supplier Quality, Raw Materials Quality, Service Quality, Supplier Scorecards, Supplier Segmentation, Supplier Relationship Management
Inbound Information Flow (Intro), P2P Systems, P2P Benefits, P2P Challenges, The Naive Forecast, Naive Forecast Screencast, The Cumulative Mean, Cumulative Mean Screencast, Forecast Accuracy Measures, Forecast Accuracy Measures Screencast, Moving Average, Screencast on Moving Average, Selecting the Best Forecast
Outbound Financial Flow, DPO Extension, Payment Options, Commercial Credit Cards, Supply Chain Finance, Interest Rates, Cost of Capital, SCF Decisions, Payment Practices, Payment Practices Index, Payment Practices Satisfaction, Trends and Seasonality, Estimating Trends, Estimating Seasonality, Combining Trends & Seasonality
Chatram Case Reading and Data
Course: Contemporary Garden City Concept from Asia
Modules:
Grading & logistics, Course TA
Unit1_Lecture Video
Unit1_Lecture Video, Unit2_Lecture Video, Unit3_Lecture Video, Unit4_Lecture Video
Unit1_Lecture Video, Unit2_Lecture Video
Unit1_Lecture Video, Unit2_Lecture Video, Unit3_Lecture Video, Unit4_Lecture Video
Unit1_Lecture Video, Unit2_Lecture Video, Unit3_Lecture Video, Unit4_Lecture Video
Unit1_Lecture Video, Unit2_Lecture Video, Unit3_Lecture Video, Unit4_Lecture Video
Unit1_Lecture Video, Unit2_Lecture Videoideo, Unit3_Lecture Video, New Video
Unit1_Lecture Videoideo, Unit2_Lecture Videoideo, Unit3_Lecture Videoideo, Unit4_Lecture Videoideo, Unit5_Lecture Videoideo
About the Discussion Forum
Post-Course Survey
Course: 사이버 보안 인식 높이기
Modules:
보안의 중요성
데이터와 계정 보안
비밀번호, 복잡한 비밀번호를 생성하세요
네트워크와 보안, 모바일 장치와 보안
악성 소프트웨어
사회 공학, 피싱
강의 평가
Course: Behind the Scenes: Exploring EV Core Systems
Modules:
Welcome and Meet Your Instructor, Introduction to Electric Vehicle Components & Systems (Part 1), Introduction to Electric Vehicle Components & Systems (Part 2), Introduction to Electric Vehicle Components & Systems (Part 3), The Advantages of Electric Vehicles, Environmental Benefits of Electric Vehicles, AC Charging for Electric Vehicles, DC Fast Charging: Key Significance, Emerging Trends in Wireless Charging, Exploring Electric Vehicle Acceleration, Range & Efficiency in Electric Vehicles, Factors Influencing Electric Vehicle Performance
Course: Excel Skills for Business: Intermediate II
Modules:
Week 1 Introduction, Week 1 Discussion, Practice Video: Data Validation, Practice Video: Creating Drop-down Lists, Practice Video: Using Formulas in Data Validation, Practice Video: Working with Data Validation, Practice Video: Advanced Conditional Formatting, Week 1 Wrap-Up
Week 2 Introduction, Week 2 Discussion, Practice Video: Logical Functions I: IF, Practice Video: Logical Functions II: AND, OR, Practice Video: Combining Logical Functions I: IF, AND, OR, Practice Video: Combining Logical Functions II: Nested IFs, Practice Video: Handling Errors: IFERROR, IFNA, Week 2 Wrap-Up
Week 3 Introduction, Week 3 Discussion, Practice Video: Introduction to Lookups: CHOOSE, Practice Video: Approximate Matches: Range VLOOKUP, Practice Video: Exact Matches: Exact Match VLOOKUP, Practice Video: Finding a Position: MATCH, Practice Video: Dynamic Lookups: INDEX, MATCH, Week 3 Wrap-Up
Week 4 Introduction, Week 4 Discussion, Practice Video: Error Checking, Practice Video: Formula Calculation Options, Practice Video: Trace Precedents and Dependents, Practice Video: Evaluate Formula, Watch Window, Practice Video: Protecting Workbooks and Worksheets, Week 4 Wrap-Up
Week 5 Introduction, Week 5 Discussion, Practice Video: Modelling Functions: SUMPRODUCT, Practice Video: Data Tables, Practice Video: Goal Seek, Practice Video: Scenario Manager, Practice Video: Solver, Week 5 Wrap-Up
Week 6 Introduction, Week 6 Discussion, Practice Video: Record a Macro, Practice Video: Run a Macro, Practice Video: Edit a Macro, Practice Video: Working with Macros, Practice Video: Relative Reference Macros, Week 6 Wrap-Up
Final Assessment
Course: Ventilation, Life Safety, and Smoke Extraction in Building
Modules:
About the Specialization, About the Course, Introduction & Types of Ventilation system, Natural Ventilation System, Bernoulli's Equation, Wind Effect, Thermal Buoyancy (Stack Effect), Mechanical ventilation system, Methods of ventilation, Air flow rate calculation Part-1, Air flow rate calculation Part-2, Life Safety in a Building, Fire Tower, Pressurisation System, Staircase Pressurization System, Need of Staircase Pressurization,Staircase Pressurization Techniques, System Design and Components, Design Methodology, Calculation Procedure
Introduction - Lift well and lift lobby pressurization system, Lift Well Pressurization System, Lift Well Pressurization System - Calculation, Lift Lobby Pressurization System, Lift Lobby Pressurization System - Calculation, Lift Lobby Scheme Design - SLD (Single Line Diagram), Introduction - Smoke extraction system, Components of smoke extraction system & life safety system codes and standards, Smoke extraction system for car park, Smoke extraction system for office spaces, Smoke extraction system for atriums
Course: Mastering Excel Essentials to Enhance Business Value
Modules:
Introduction to the Course, Module 1 Introduction, Module 1 Lesson 1 Introduction, Excel Interface and Worksheet Anatomy, Excel Ribbon and Common Tab Features, Excel Navigation Shortcuts, Copying, Moving and Hiding Worksheets and Cells, Data Entry Basics, Excel Basic Formula Entry, Module 1 Lesson 2 Introduction, Time Stamps, Formatting Data, Streamlining Data Entry with Auto-Fill, Understanding Dates, Basic Date Functions, Custom Lists – Another Time Saving Feature, Paste Functionality, Save Time Using Flash Fill to Parse, Append, Extract and Reformat Data, Data Validation, Comments and Screen Tips, Module 1 Lesson 3 Introduction, SUM, AVERAGE and SUMPRODUCT Functions, COUNT, COUNTA, COUNTBLANK, MIN/MAX and Median Functions, ROUND Functions (ROUND, ROUNDUP, ROUNDDOWN), Handling Errors – IFERROR Function, Relative Cell Referencing, Absolute Cell Referencing, Mixed Cell Referencing, More on Mixed Cell Referencing, Naming Cells and Ranges, Text Manipulation Functions in Excel
Module 2 Introduction, Module 2 Lesson 1 Introduction, IF Statements, More on Basic IF Statements, Other Logical Functions (AND, OR), Nested IF Statements I – Logic, Nested IF Statements II – Excel Implementation, Nested IF Statements III – Descending Case, More Advanced Examples – Combining IF Statements and Logical Functions, Basics of VLOOKUP, Basics HLOOKUP Functions  to Extract Important Data, MATCH Function Tutorial, MATCH with HLOOKUP and VLOOKUP, Conditional Summary functions I (SUMIF, AVERAGEIF, COUNTIF), Conditional Summary Functions II, Module 2 Lesson 2 Introduction, Inspired Endeavors Base Case -- Using Names, Inspired Endeavors Base Case – Using Cell References, Naming cell and Ranges, Goal Seek in What-if Analysis, One-Variable Data Table, Two-Variable Data Table, Text Label Format for One-Variable Data Table, Scenario Manager
Module 3 Introduction, Module 3 Lesson 1 Introduction, Good Spreadsheet Design Principles, Using and Defining Cell Styles, Excel Tables I – Formatting, Excel Tables II – References, Excel Tables III – Total Row and Subtotal Function, Streamline Function Copying with “Center Across Selection” vs. Merging Functionality, and Saving Time with Justify Functionality (to manage long text data in Excel), Setting Workbook Themes & Creating Your Own Excel Templates, Conditional Formatting I, Conditional Formatting II, Custom Rules in Conditional Formatting, Module 3 Lesson 2 Introduction, Selecting the “Right” Chart – Standard Visuals for Business Applications, Chart Basics in Excel, Formatting Charts for a Professional Look, Building Charts with Dynamic Ranges, Managing Series and Combo Charts, Sparklines – Packing Valuable Information in a Highly Condensed Way, Create Dashboards using Linked Pictures
Summative Course Assessment
Course: Essential Cloud Infrastructure: Core Services en Español
Modules:
Introducción al curso
Descripción general del módulo, Identity and Access Management, Organización, Roles, Demostración: Roles personalizados, Miembros, Cuentas de servicio, Restricciones para organizaciones, Prácticas recomendadas de IAM, Introducción al lab: Explora IAM, Coursera: Empezar a usar Google Cloud y Qwiklabs, Revisión del lab: Explora IAM, Revisión del módulo
Descripción general del módulo, Cloud Storage, Funciones de Cloud Storage, Cómo elegir una clase de almacenamiento, Filestore, Introducción al lab: Cloud Storage, Revisión del lab: Cloud Storage, Cloud SQL, Introducción al lab: Cloud SQL, Revisión del lab: Cloud SQL, Cloud Spanner, AlloyDB, Firestore, Cloud Bigtable, Memorystore, Revisión del módulo
Descripción general del módulo, Resource Manager, Cuotas, Etiquetas, Facturación, Demostración: Administración de facturación, Introducción al lab: Cómo examinar los datos de facturación con BigQuery, Revisión del lab: Cómo examinar los datos de facturación con BigQuery, Revisión del módulo
Descripción general del módulo, Descripción general de Stackdriver, Supervisión, Introducción al lab: Supervisión de recursos, Revisión del lab: Supervisión de recursos, Registro, Informes de errores, Seguimiento, Generación de perfiles, Revisión del módulo, Revisión del curso
Course: Algorithmic Thinking (Part 1)
Modules:
What is Algorithmic Thinking?, Class structure, Pseudo-code, The small-world problem, Graphs and representation, Paths and distances, Brute force, What Is algorithm efficiency?, Measuring efficiency, Efficiency of brute force distance, Number of steps of brute force distance, Coding styles and standards  -  PoC, Machine grading  -  PoC, Plotting data - PoC, Peer assessment - "We want a shrubbery!"  - IIPP
Project #1 Description, Application #1 Description, Application #1 Solution
Orders of growth, Asymptotics, Illustrating "Big O", Illustrating BFS, Queues and boundary cases, Pseudocode, BFS running time - loose analysis, BFS running time - tighter analysis, BFS-based distance distribution
Project #2 Description, Application #2 Description, Application #2 Solution
Course: Managing the Company of the Future
Modules:
Start here, Syllabus, Grading
1.1 Overview of the course, 1.2 Management versus Leadership, 1.3.1 How the business world is changing (Part 1), 1.3.2 How the business world is changing (Part 2), 1.4.1 The Failure of Traditional Management (Part 1), 1.4.2 The Failure of Traditional Management (Part 2), 1.5.1 The Need for Management Innovation (Part 1), 1.5.2 The Need for Management Innovation (Part 2), 1.6.1 What does this mean for me? (Part 1), 1.6.2 What does this mean for me? (Part 2), Week 1 Summary
2.1 Defining your management model, 2.2.1 Principles of co-ordination (Part 1), 2.2.2 Principles of Coordination (Part 2), Steven Weber, University of Berkeley: Making our actions visible to others enables better coordination and overall social welfare, 2.2.3 Principles of co-ordination (Part 3), 2.3 Moving from bureaucracy to emergence, 2.4.1 Principles of decision making (Part 1), 2.4.2 Principles of decision making (Part 2), Gary Hamel, London Business School : A crowdsourcing approach to getting new ideas funded in large companies, 2.4.3 Principles of decision making (Part 3), 2.5 Moving from hierarchy to collective wisdom, Week 2 summary
3.1.1 Principles of motivation - Managing within (Part 1), 3.1.2 Principles of motivation - Managing within (Part 2), 3.1.3 Principles of motivation - Managing within (Part 3), Andrew McAffee, MIT: How do we tap into everyone’s “slice of genius” in an organisation?, 3.2.1 Moving from Extrinsic to Intrinsic Motivation (Part 1), 3.2.2 Moving from Extrinsic to Intrinsic Motivation (Part 2), 3.3.1 Principles of Objective Setting (Part 1), Jeffrey Pfeffer, Stanford University: The problem with traditional measures in large organisations, 3.3.2 Principles of Objective Setting (Part 2), 3.4 Moving from Linear Alignment to Obliquity, 3.5.1 Putting the four dimensions together (Part 1), 3.5.2 Putting the four dimensions together (Part 2), Week 3 summary
4.1.1 Diagnosing your current and future models (Part 1), 4.1.2 Diagnosing your current and future models (Part 2), 4.2.1 How can you change your management model? (Part 1), 4.2.2 How can you change your management model? (Part 2), 4.2.3 How can you change your management model? (Part 3), 4.2.4 How can you change your management model? (Part 4), 4.2.5 How can you change your management model? (Part 5), 4.3 A methodology for experimenting with new ways of working, 4.4 Rise and fall of "outlier" companies with unusual models, 4.5 Learning from outlier companies, Week 4 summary
5.1.1 From firm to individual (Part 1), 5.1.2 From firm to individual (Part 2), 5.2 An employee's eye view, 5.3 Understanding our biases, 5.4 How do I change my own way of working?, 5.5.1 What will the company of the future look like? (Part 1), 5.5.2 What will the company of the future look like? (Part 2), 5.6.1 Changing nature of work (Part 1), 5.6.2 Changing nature of work (Part 2), 5.7 Concluding thoughts, Week 5 summary
Course: JavaScript Back-end Capstone Project
Modules:
Course Introduction, Project Demo
Module Graded Quiz: Back-end APIs and Services, Module Checklist: Back-end APIs and Services
Module Graded Quiz: Authentication with JWT, Module Checklist: Authentication with JWT
Module Graded Quiz: CI/CD, Containerize, and Deploy, Module Checklist: CI/CD, Containerize, and Deploy
Congratulations and Next Steps, Thanks from the Course Team
Course: Cloud Computing Project
Modules:
Welcome to the Cloud Computing Project!
Task 1 Overview, Task 1 Rubric, Task 1 Queries
Week 2 Overview, Task 1 Example Solutions
Task 1 Submission
Task 2 Overview, Task 2 Rubric, Task 2 Queries
Week 5 Overview, Task 2 Example Solutions
Task 2 Submission
Course: Fundamentals of Technology Sales
Modules:
Welcome to Our Course
Welcome to Module 2, Introduction to Technology Sales: Part 1, Introduction to Technology Sales: Part 2, Introduction to Cloud Technology Sales, Introduction to Cyber Security Sales, Sectors and Industries, Federal Government, The Technology Sales Organization
Welcome to Module 3, Sales Career Pathway Roles, Introducing the Four-Step Sales Process, Step 1: Prospecting, Step 2: Needs Assessment, Step 3: Proposal Mechanics, Return on Investment (ROI)
Welcome to Module 4, Customer Styles, Negotiation Techniques, Sales Goal Planning
Congratulations!
Course: Introduction to Android Mobile Application Development
Modules:
Introduction to this program, Introduction to the course, The mobile developer role, A day in the life of an Android developer, Setting up Android Studio, What is a mobile app?, Mobile apps at Meta, What kind of careers are there in Android development?, Android languages: Java vs Kotlin, Android Studio: Take a Tour, Project templates, Starting a project, Anatomy of an Android App, Module summary: Introduction to Mobile Application Development
What is an emulator?, Android Virtual Device Manager, Operating System Images, Configuring an emulator, Project structure, Main activity, Gradle, Android manifest, Resource folder, Examination of res folder, Examination of subfolders, Module summary: Emulation and development
Requirements Gathering, Project proposal, Start the project, Setting up the screen, Finding the assets, Required imports, Kotlin: Simple terms, Create the player, Module summary: Building the app, Course recap: Introduction to Android mobile application development, Congratulations!
Course: Tu consultorio de Coaching en las ondas
Modules:
Presentación del curso
Presentación de la semana, Acercamiento al Coaching, Qué es y qué no es el Coaching, Recursos comunicativos, Formulación de preguntas, Fijación de objetivos, Entrevistas
Presentación de la semana, Fases del proceso de Coaching, Gestión del Conflicto, Gestión de las Creencias, Gestión de las resistencias, Gestión de Conflictos, Gestión de Reuniones
Presentación de la semana, Lenguaje positivo, Cambio de paradigma, Proactividad, Gestión de la frustración, Gestión del cambio, Gestión de las Expectativas
Presentación de la semana, El uso del lenguaje, La importancia de la escucha, El rol del líder-coach, El equipo como Concepto, Diversidad en los equipos, Retroalimentación, Liderazgo, Gestión de la Diversidad
Course: 离散优化算法篇 Solving Algorithms for Discrete Optimization
Modules:
欢迎来到离散优化算法篇 (英文原声中文字幕), 3.1.1 约束编程求解器, 3.1.2 值域+传播器, 3.1.3 边界传播器, 3.1.4 传播引擎, 3.1.5 搜索, 3.1.6: 单元1总结 (英文原声中文字幕), 工作坊习题课9解答 (英文原声中文字幕)
3.2.1 约束编程的优化问题, 3.2.2 重启式搜索和高级搜索, 3.2.3 Alldifferent内部实现, 3.2.4 Cumulative内部实现, 3.2.6 单元2总结 (英文原声中文字幕), 工作坊习题课10解答 (英文原声中文字幕)
3.3.1 线性规划, 3.3.2 混合整数线性规划, 3.3.3 切割平面, 3.3.5 单元3总结 (英文原声中文字幕), 工作坊习题课11解答 (英文原声中文字幕)
3.4.1 局部搜索, 3.4.2 约束和局部搜索, 3.4.3 逃离局部最小点-重启, 3.4.4 模拟退火, 3.4.5 禁忌表, 3.4.6 离散拉格朗日乘数法, 3.4.7 大邻域搜索, 3.4.8 单元4总结 (英文原声中文字幕), 工作坊习题课12解答 (英文原声中文字幕)