dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Essential Google Cloud Infrastructure: Core Services
Modules:
Course Introduction
Module Overview, Identity and Access Management, Organization, Roles, Demo: Custom roles, Members, Service Accounts, Organization Restrictions, IAM Best Practices, Lab Intro: Exploring IAM, Getting Started with Google Cloud Platform and Qwiklabs, Lab Review: Exploring IAM, Module Review
Module Overview, Cloud Storage, Cloud Storage Features, Choosing a storage class, Filestore, Lab Intro: Cloud Storage, Lab Review: Cloud Storage, Cloud SQL, Lab Intro: Cloud SQL, Lab Review: Cloud SQL, Cloud Spanner, AlloyDB, Firestore, Cloud Bigtable, Memorystore, Module Review
Module Overview, Resource Manager, Quotas, Labels, Billing, Demo: Billing Administration, Lab Intro: Examining Billing Data with BigQuery, Lab Review: Examining Billing Data with BigQuery, Module Review
Module Overview, Google Cloud's Operations Suite Overview, Monitoring, Lab Intro: Resource Monitoring, Lab Review: Resource Monitoring, Logging, Error Reporting, Tracing, Profiling, Partner Integrations, Module Review, Course Review
Course Resources
Course: 3D Graphics in Android: Sensors and VR
Modules:
Introduction, The example program, Animation, Touch control, Point lighting, Directional lighting, Ambient lighting, Specular reflection, Phong reflection model, Summary
Introduction, The example program, Texture mapping - Part 1, Texture mapping - Part 2, Loading textures from a file, Multiple 3D objects, Face Culling, Transparency and blending, Summary
Introduction, The example program, Sensors, Frame buffer - Part 1, Frame buffer - Part 2, Mirror and reflection effects, Binocular view - Part 1, Binocular view - Part 2, Summary
Introduction
Course: Measures of Central Tendency
Modules:
Get Started With PsycLearn Essentials!, Metacognitive Checkpoints: Pause and Reflect on Your Learning
Central Tendency
Calculating a Mean By Hand, Calculating Measures of Central Tendency With jamovi, Review of Calculating a Mean
Identifying a Median, Review of Identifying a Median
Identifying a Mode, Review of Identifying a Mode
Skewed Distribution Animation, Effects of Outliers on the Mean, Median, and Mode
Which Measure of Central Tendency?, Review of How to Choose a Form of Central Tendency
Terms and Definitions, References
Introduction to APA Resources, Student Resources, APA Style®, Research, and Writing, Students from Diverse Ethnic, Cultural, and Economic Backgrounds, Psychology Help Center, Psychology Careers, Careers and Internships at APA, Other APA Resources
Course: Techniques for Teaching Adjectives and Adjective Clauses
Modules:
Meet the Teachers, Course Introduction, Sequencing Grammar, Teacher Talk
Week 1 Introduction, Commentary on Teaching Adjectives, Place Your Order Activity, A Bag of This or That Activity Part 1, A Bag of This or That Activity Part 2, Gift Ideas Activity
Week 2 Introduction, Commentary on Teaching Adjective Clauses, Who Knows? Activity, To the Finish Line Activity, I Know Someone Activity
Week 3 Introduction, More Commentary on Teaching Adjective Clauses Part 1, More Commentary on Teaching Adjective Clauses Part 2, Preposition Jeopardy, Describe that Habitat Activity, Cooperative Crossword Activity
Week 4 Introduction, Commentary on Teaching Students to Reduce Adjective Clauses, What's the Difference?, Travel Fair
Course: Six Sigma for Process Improvement
Modules:
Specialization introduction, Course introduction, Fundamental principles of Six Sigma, Systems and tools in Six Sigma, Design for Six Sigma (DFSS) framework: DMADV, Design for Six Sigma (DFSS) framework: DMADOV, Design for X (DFX)
Basic concepts of Lean enterprise, Identifying non-value-added elements and activities, Align Lean with Six Sigma, Choosing a continuous improvement methodology, Aligning Six Sigma objectives with organizational goals, Systems, processes, and stakeholders, Project identification and strategic planning
Introduction to the DMAIC methodology, The define phase, The measure phase, The analyze phase, The improve phase, The control phase
Course wrap-up video
Course: Computer Vision Fundamentals with Google Cloud
Modules:
Course Introduction
What Is Computer Vision, Different Type of Computer Vision Problems, Computer Vision Use Cases, Vision API - Pre-built ML Models, Lab Introduction - Detecting Labels, Faces, and Landmarks in Images with the Cloud Vision API, Getting Started with Google Cloud Platform and Qwiklabs, Lab Introduction - Lab: Extracting Text from the images using the Google Cloud Vision API
What is Vertex AI and why does a unified platform matter?, Introduction to AutoML Vision on Vertex AI, How does Vertex AI help with the ML workflow, part 1 ?, How does Vertex AI help with the ML workflow, part 2 ?, Which vision product is right for you ?, Lab Introduction - Identifying Damaged Car Parts with Vertex AI for AutoML Vision users
Introduction, Introduction to Linear Models, Reading the Data, Implementing Linear Models for Image Classification, Lab Introduction - Classifying Images with a Linear Model, Neural Networks and Deep Neural Networks for Image Classification, Lab Introduction - Classifying Images with a NN and DNN Model, Deep Neural Networks with Dropout and Batch Normalization, Lab Introduction - Classifying Images using Dropout and Batchnorm Layer
Introduction, Convolutional Neural Networks, Understanding Convolutions, CNN Model Parameters, Working with Pooling Layers, Implementing CNNs on Vertex AI by using a pre-built TF container, Lab Introduction - Classifying Images with pre-built TF Container on Vertex AI
Introduction, Preprocessing the Image data, Model Parameters and the Data Scarcity Problem, Data Augmentation, Lab Introduction - Classifying Images using Data Augmentation, Transfer Learning, Lab Introduction - Classifying Images with Transfer Learning
Summary
Course: Introducción a la producción musical
Modules:
Concepto y panorama histórico de la producción musical, Breve historia de la grabación de sonido, Etapas de la producción musical, Instalación de Ardour
El sonido y sus características, Configuración inicial de una sesión en Ardour, Grabación de audio, Importar y editar archivos de audio desde librerías Creative Commons
Introducción al módulo y conocimientos previos requeridos, MIDI, Elementos de la música: ritmo, Elementos de la música: melodía, Elementos de la música: armonía
Proyecto final: estructuras musicales, Estructura musical, Mezcla de Audio, Exportando una sesión, Despedida
Course: Hearing Loss in Children
Modules:
Course Introduction, Ear Anatomy, Ear Anatomy - Part 2, Otoscopic Examination, Cerumen Impaction, Acute Otitis Externa, Acute Otitis Media, Otitis Media with Effusion, Cholesteatoma, Tympanic Membrane Perforations
Hearing Physiology, Basics of Audiological Evaluation: Objective Measures, Basics of Audiological Evaluation: Subjective Measures, Basics of Audiogram Interpretation, Types of Hearing Loss, Case Examples
Early Hearing Detection and Intervention (EHDI): 1-3-6 Guidelines, Risk Factors for Progressive Hearing Loss - Ototoxicity, Enlarged Vestibular Aqueduct Interview, Safe Listening Habits, Basics of Speech and Language Development, Case Discussion: Speech and Language Delays, Developmental Assessment, Evaluation of Speech and Language, Genetics of Hearing Loss, Hearing Loss Diagnosis and Impact on Speech and Language Development, Communication Options for Children Who are Deaf or Hard of Hearing
Hearing Aids, Hearing Aids - Part 2, Bone Conduction Hearing Devices, Cochlear Implants - Part 1, Cochlear Implants - Part 2, Cochlear Implant Surgery, Hearing Assistive Technology, Educational Programming Options, Educational Accommodations and Supports, Interview with Drs. McKee and Zazove
Vestibular Disorders in Children, Balance System Overview, Relationship Between Hearing Loss and Vestibular Loss, Etiologies of Vestibular Loss in Children, Vestibular Referral, Vestibular Physical Therapy Strategies, Vestibular Assessment Tools, Tools for Evaluation Balance Function and DVA in Children, Assessment of Handicap, Rotary Chair Testing, Caloric Testing, Videonystagmography (VNG), Video Head Impulse Test (vHIT), Vestibular Physical Therapy, Case Examples
Course: Sustainable high-end tourism
Modules:
Welcome to the MOOC
Introduction to High-end Tourism, Luxury throughout Time: History and Transformation, Luxury Tourism throughout Time: History and Transformation, Changing Perceptions of Luxury, New Luxury Concept, Actors within Luxury Tourism: Providers, Actors within Luxury Tourism: Costumers
High-end tourism and the three pillars of sustainability, Sustainable development (I), Sustainable development (II), Sustainable tourism: principles and characteristics (I), Sustainable tourism: principles and characteristics (II), Sustainable tourism: its implementation, High-end tourism and sustainability (I), High-end tourism and sustainability (II), The example of GSTC criteria (I), The example of GSTC criteria (II), The example of GSTC criteria (III)
Introduction, Defining Customer Knowledge and Customer Insight, Tools for Understanding Customer Insghts in a Global Context, Tools for Understanding Customer Insights in the European Context, Customer Insight Tools for Luxury Tourism Businesses' Micro Environment, Customer Insights and Value within Sustainable High-end Tourism
Marketing sustainable high-end tourism experience products and services, Sustainable Marketing in the Tourism Sector: Promotion, Sustainable Marketing in the Tourism Sector: Thinking long-term, Sustainable Marketing in the Tourism Sector: Strategy, Sustainable Marketing tips and strategies, International Communication, IT tools for more efficient marketing sustainable high-end tourism experience products and services (I), IT tools for more efficient marketing sustainable high-end tourism experience products and services (II)
Operational management of sustainable high-end customer experience, Introduction to operational management of sustainable high-end customer experience, 1. Performance measurements systems, 2. Managing innovation in a service environment, 3. Managing services across national boundaries, 4. Defining a service (concept) strategy
Course: Ash-Related Operational Challenges in Energy Utilization of Sustainable Fuels
Modules:
New Video
Lesson 1: Quantification of Fuel Composition, Lesson 2: Biomass Characteristics, Lesson 3: Waste Characteristics, Lesson 4: Online Fuel Databases, Lesson 5: Quantification of Ash Fusibility, Lesson 6: SEM Analysis of Fuels and Additives, Lesson 7: Viscosity Measurements
Lesson 1: Fundamentals of Release during Thermal Fuel Conversion, Lesson 2: Release og K, S and Cl from Wood in Grate-Fired Systems, Lesson 3: K-Release from the System K-Ca-P, Lesson 4: Release of Inorganic Elements in PF-Systems
Lesson 1: Fundamental Considerations of Fly Ash Formation, Lesson 2: Physical Aspects of Fly Ash Formation, Lesson 3: Why Worry About Combustion Aerosols ?, Lesson 4: Combustion Aerosols: Formation, Lesson 5: Combustion Aerosols: Danish Case Study
Lesson 1: The Effect of Transport of Ash Species on Deposit Formation ?, Lesson 2: Deposit Shape Controlling Parameters, Lesson 3: Mechanisms of Ash Transport, Lesson 4: Adhesion of Ash Particles, Lesson 5: Quantification of Sticking Probability for Silicate-Rich Ash, Lesson 6: Quantification of Heat Transfer in Multi-Layer Deposits, Lesson 7: A Simple Procedure for Estimation of Deposit Temperature Profiles
Lesson 1: Deposit Build-Up: Fundamentals, Lesson 2: Changes in Deposits During Maturation, Lesson 3: Shedding of Deposits, Lesson 4: Shedding Measurements on Biomass-Fired Power Plants, Lesson 5: Shear Adhesion Strength Measurements, Lesson 6: Tensile Adhesion Strength Measurements, Lesson 7: Deposit Formation in the DTU-EFR, Lesson 8: Probe Deposition Measurements: Fundamentals, Lesson 9: Probe Deposit Measurements: Practical Problems
Lesson 1: Importance and Significance of High-Temperature Corrosion in Boilers, Lesson 2: High-temperature Corrosion in Straw-Fired Boilers: The Nielsen Corrosion Study, Lesson 3: High-Temperature Corrosion in Biomass-Fired Boilers: The van Lith Corrosion Study, Lesson 4: High-Temperature Corrosion in Waste-Fired Boilers: The Buchardt Corrosion Study
Lesson 1: Additives - Fundamental Aspects, Lesson 2: Introduction to Additive Physics and Chemistry, Lesson 3: S-Based Additives, Lesson 4: Al-Si Based Additives, Lesson 5: Use of Spent Bleaching Earth and Kaolin in Straw Dust-Firing, Lesson 6: Al-Si Based Additive Studies in the DTU-EFR, Lesson 7: Effect of Additives on Deposit Build-Up
Lesson 1: Deposit and Aerosol Formation in the Haslev and Slagelse CHPs, Lesson 2: Fly Ash and Deposit Chemistry at the Rudkøbing CHP, Lesson 3: Probe vs. Mature Deposits at the Masnedø CHP, Lesson 4: MKS1, Introduction, Lesson 5: MKS1, Deposit Formation, Lesson 6: AVV2, Aerosol Formation, Lesson 7: AVV2, Deposition Measurements
Course: Race, Gender, and Culture
Modules:
Module Introduction, Baseball as America's National Pastime, Post Civil War Reconstruction, The Rise of Baseball in Journalism, Drawing the Color Line: Baseball after the Civil War, Only the Ball was White: Segregation and Pro Baseball, Native American and Latin American Baseball, Women's Baseball — Part 1, Women's Baseball — Part 2
Module Introduction, The Progressive Era 1900-1920, Baseball's Silver Age, The Golden Door? Anti-semitism and Immigration, Women's Baseball 1910-1930s: New Woman, Women's Baseball II: Female Athletes, Umpires, and Managers, Post War Anxiety and Civil Unrest 1918-1920s, The Roaring Twenties, The Great Depression, The Great Migration and Post War Race Politics, Black Baseball and the Early Negro Leagues, Negro Leagues — Part 1, Negro Leagues — Part 2, Negro Leagues — Part 3
Module Introduction, Pressure Builds, The Road to Integration, Integration in America, Baseball After Jackie, The Civil Rights Movement, Obstacles to Equality, Home Run King
Module Introduction, There's No Crying in Baseball, Still No Crying in Baseball, Gender and Baseball, The End, The Cold War, A Changing America
Course: Intel® Network Academy - Network Transformation 101
Modules:
Welcome, Introduction, Network Transformation Drivers for Service Providers - Introduction, Service Provider Transformation Drivers, Service Provider Network, 5G, 5G Innovation, Internet of Things (IoT), IoT Requirements, IoT Verticals:  Transportation and Logistics, IoT Verticals:  Health and Wellness, IoT Verticals:  Smart Cities and Utilities, IoT Verticals:  Industrial, IoT Verticals:  Connected Car, IoT Verticals:  Connected Car (Continued), Additional IoT Use Cases, Network Slicing, Network Slicing Architecture, Network Slicing Challenges, IoT Impact on Service Provider Architecture, Core Network Elements Destined for Transformation, More Core Network Elements Destined for Transformation, Transforming the Network End-to-End, The Original ETSI NFV Goals, Examples, The NFV Vision, NFV Workloads, Decomposing the NFV workloads, Examples, Operating at the Edge of the Network, What NFV Means to the Industry, The Evolution of Mobile Wireless Network – Toward 5G and IoT, 5G: A Deeper Dive, 5G Use Cases: A Deeper Dive, 5G Implications for the Core Network, Customer Premises Equipment (CPE) and SD-WAN (Software Defined WAN), SD-WAN with CPE, SD-WAN with CPE – Deployment Options, Visual Cloud, Visual Cloud Use Cases, Visual Cloud Providers
Inside the Telco Cloud - Introduction, What is the CommSP?, How CommSP Differs from Cloud Service Providers, Artificial Intelligence Landscape for Communications Service Providers, What is Artificial Intelligence?, Artificial Intelligence Use Cases for Communications Service Providers, Artificial Intelligence and Intel, Get Started Today, Wireless Technology and Spectrum, Overview and Comparison of Cellular Technologies, Overview and Comparison of MTC/IoT Wireless Technologies, IoT Licensing, Overview of WiFi and Other Wireless LAN Technologies in Unlicensed Spectrum, Market Trends, Defining the Edge, Architecture and Infrastructure, Use Cases, Industry leaders, Wireless Telecommunications, EPC Architecture, Virtualization, Introduction to Virtual RAN, VRAN Enablement - Software, VRAN Enablement - Hardware Platform, Overview of UCPE and SD-WAN, SD-WAN Deployment Options, Reference Stack, Summary
Network Functions Virtualization (NFV) - Introduction, Network Function Virtualization and Virtual Network Functions, What does NFV Do?, The NFV Transformation, Identify the Intended Business Outcome, Deployment, Open Source Technologies (Ecosystem), What is Orchestration?, Information & Data Models, Yet Another Next Generation (Yang) Data Modeling Language, Topology and Orchestration Specification for Cloud Applications (TOSCA) Data Model, Open Source Orchestration, Virtualization and Automation of the Network, Service Assurance (SA), Enabling “Open” Service Assurance, Summary
Software Defined Networking (SDN) - Introduction, Define SDN, SDI, NFV, NFVI, The History and Purpose of SDN, Who Uses SDN and Why, Where SDN/SDI Fit for Communications Service Providers, Network Slicing, 5G Network Architecture and Challenges, Design Imperatives and Network Slicing, Network Slicing Enablement
Course: Python Basic Structures: Lists, Strings, and Files
Modules:
Navigating Codio Assignments, List Basics Lesson Notes (Optional Download), List Operators Lesson Notes (Optional Download), List Methods Lesson Notes (Optional Download), List of Numbers Lesson Notes (Optional Download), List Iteration Lesson Notes (Optional Download), 2D Lists Lesson Notes (Optional Download), Lists Lab (Review and Practice) Lesson Notes (Optional Download), How to Reset an Assignment in Codio
String Basics Lesson Notes (Optional Download), String Functions Lesson Notes (Optional Download), String Methods Lesson Notes (Optional Download), String Iteration Lesson Notes (Optional Download), String Comparison Lesson Notes (Optional Download), Formatting Strings Lesson Notes (Optional Download), Strings Lab (Review and Practice) Lesson Notes (Optional Download)
Writing to a File Lesson Notes (Optional Download), Reading a File Lesson Notes (Optional Download), CSV Files Lesson Notes (Optional Download), Files Lab (Review and Practice) Lesson Notes (Optional Download)
Course: 8. 実践編：サイバーセキュリティ関連の職に就く準備
Modules:
コース 8 へようこそ, ディオン：私のキャリアの変遷, 1 週目へようこそ, セキュリティ マインドセット, 検知し、怠ることなく防御する, まとめ
2 週目へようこそ, エスカレーションの重要性, セキュリティを意識したエスカレーションの準備, シンプルなアクティビティから大規模なデータ漏えいまで, セキュリティ インシデントをエスカレーションするタイミングと方法, まとめ
3 週目へようこそ, サイバーセキュリティにおけるステークホルダー, 明確で簡潔なコミュニケーション, サイバーセキュリティにおけるコミュニケーションの基礎, サイバーセキュリティにおけるビジュアル ストーリーテリング, ビジュアル ダッシュボードの作り方, まとめ
4 週目へようこそ, サイバーセキュリティに関する役立つ資料, ビクトリア：学びの旅を続けよう, サイバーセキュリティ コミュニティと有意義な関わりを持つ, サラ：サイバーセキュリティ コミュニティにおけるネットワーク, まとめ
5 週目へようこそ, サイバーセキュリティの仕事を探す, レジュメを作成する, ガーヴィー：カバーレターのヒント, 面接の流れを知る, ガーヴィー：技術系面接のヒント, 面接前のリサーチ, 面接官との信頼関係を築く, 面接で質問に答えるための戦略, 面接官に質問する, カラン：採用担当者から見た面接のヒント, エレベーター ピッチを作成する, エミリー：インポスター症候群を克服する, まとめ, コースのまとめ, Google サイバーセキュリティ プロフェッショナル認定証プログラムの振り返り, Google サイバーセキュリティ プロフェッショナル認定証プログラム修了おめでとうございます！
Course: Managing Big Data with MySQL
Modules:
About this Specialization, Welcome to Managing Big Data with MySQL, What You Will Learn in This Course
Problems with Having a Lot of Data Used by a Lot of People, How Relational Databases Help Solve Those Problems, Database Design Tools That Will Help You Learn SQL Faster, How Entity-Relationship Diagrams Work, Database Structures Illustrated by Entity-Relationship Diagrams, Relational Schemas, How to Make Entity-Relationship Diagrams using ERDPlus, How to Make Relational Schemas using ERDPlus, Wrapping up Week 1
Introduction to Week 2, Meet Your Dognition Data, Introduction to Query Syntax, How to Use Jupyter Notebooks, How to Use Your Jupyter Account, You Have Already Become a Different Level of Business Analyst
Welcome to Week 3, Habits that Help You Avoid Mistakes, What are Joins?, Joins with Many to Many Relationships and Duplicates, A Note about Our Join Examples, No More Waiting to Retrieve Your Data
Welcome to Week 4, Start with an Analysis Plan
Don't Be Afraid to Ask Questions!
Course: Fundamentos del marketing digital y comercio electrónico
Modules:
Te damos la bienvenida al Certificado de Carrera de Google en Marketing Digital y Comercio Electrónico, Introducción al curso 1, ¿Qué son el marketing digital y el comercio electrónico?, ¿Qué hacen quienes se especializan en marketing digital y comercio electrónico?, Joi: Trayectoria profesional en marketing digital, Habilidades para el marketing digital y el comercio electrónico, Prisha: El camino que recorrí para trabajar en marketing digital, Melba: El camino que recorrí para trabajar en comercio electrónico, Andrew: el camino que recorrí para trabajar en marketing digital y comercio electrónico, Cómo iniciar tu carrera en marketing digital o comercio electrónico, Roles en agencias en comparación con puestos internos, Zuri: un día en la vida de un especialista en marketing digital de nivel inicial, Jebb: un día en la vida de un Gerente de Cuentas de comercio electrónico de nivel inicial, Resumen
Te damos la bienvenida a la semana 2, Cómo el marketing digital y el comercio electrónico generan valor, Jen: Diversidad en el marketing digital, Janice: Marketing inclusivo, Xiomara: Marketing inclusivo, El recorrido del cliente y los mapas del recorrido, El embudo de marketing, Parte superior del embudo: Conciencia y Consideración, Midiendo el éxito en la parte superior del embudo, La parte inferior del embudo: Conversión y Fidelidad, Midiendo el éxito en la parte inferior del embudo, Conclusión
Te damos la bienvenida a la semana 3, El valor de las marcas para el marketing digital, Los elementos de una estrategia de marketing digital, Define tus objetivos de marketing, Medios de pago, propios y ganados, Atrae clientes con la optimización de motores de búsqueda, Llegar a las y los clientes con el marketing de motores de búsqueda (SEM), Introducción a las redes sociales y al marketing por correo electrónico, Conceptos básicos del marketing en redes sociales, Construye relaciones con marketing por correo electrónico, Resumen
Te damos la bienvenida a la semana 4, Medir los avances con Performance Marketing, Trabajando con datos, Modelos de atribución en marketing digital, Conceptos básicos de la narración de datos, Prepárate para tu búsqueda de empleo, Elle – Fortalece tu confianza, Resumen, ¡Felicidades! Lo que viene en el Curso 2
Course: Estrategias de  Redes Sociales
Modules:
Universidad Austral, Introducción a Facebook, Configuración de una Fanpage ¿Cómo crear una página de empresa de Facebook?, Configuración de una Fanpage ¿Cómo configurar la página de empresa?, Configuración de una Fanpage: Configuraciones interesantes, Engagement en Facebook, Objetivos, KPIs, Analytics de Facebook : Alcance y me gusta, Analytics de Facebook: Publicaciones, videos y personas, Anuncios en Facebook, Anuncios de Facebook ¿Cómo dar de alta una campaña?, Anuncios de Facebook: Promocionar una publicación, Anuncios de Facebook: Posteo de la publicación
Introducción a Twitter, ¿Cómo crear una cuenta de Twitter?, Estrategia de Contenidos, ¿Cómo crear un # para mi marca?, ¿Cómo medir y ser trending topic?, Creación de listas de Twitter, Analytics de Twitter, ¿Cómo dar de alta un anuncio en Twitter?
Introducción a Instagram, Definición de Objetivos, Set-up en Instagram, Estrategias de Contenidos, Anuncios, Estadísticas
Introducción a LinkedIn, Objetivos y códigos centrales en LinkedIn, Perfil personal- profesional en LinkedIn, Páginas de Empresa en LinkedIn, Ejes y categorías de contenido LinkedIn, KPIs, Formatos de Anuncios en LinkedIn, ¿Cómo crear un anuncio en LinkedIn?
Course: Analysis for Business Systems
Modules:
1.1-1 Course Overview & Personal Introduction, 1.1-2 What is a Business Process?, 1.1-3 Business Process Characteristics, 1.2-1 SDLC Overview, 1.2-2 SDLC Variance, 1.2-3 Role of the Business Analyst, 1.3-1 System Request, 1.3-2 Feasibility Analysis, 1.3-3 Change Management & Organizational Readiness, 1.3-4 Project Plan
2.1-1 Analysis Phase to System Proposal, 2.1-2a Well-Formed Requirements, 2.1-2b Individual Requirements, 2.1-2c Requirements Language, 2.1-3 Functional vs. Non-functional Requirements, 2.1-4a Methods, 2.1-4b Traceability, 2.2-1a Use Cases Part 1, 2.2-1b Use Cases Part 2, 2.2-2 Use Case Diagrams, 2.2-3 Test Cases
3.1-1 Data Flow Diagrams (DFD), 3.1-2 Data Flow Diagram Levels, 3.1-3 Data Flow Diagram Types, 3.1-4 Decomposing Data Flow Diagrams, 3.1-5 Business Process Model and Notation (BPMN), 3.2-1 Entity Relationship Diagram (ERD) Introduction, 3.2-2 ERD Intersection Entities, 3.2-3 ERD Subtype and Supertype, 3.2-4 ERD Modeling Hierarchies
4.1-1 Object Orientation (OO) Introduction, 4.1-2 OO Inheritance and Unified Modeling Language (UML), 4.1-3 OO Additional Diagrams, 4.2-1 Acquisition Strategies, 4.2-2 Alternative Analysis, 4.2-3 Architectural Options, 4.3-1 Design Logical to Physical, 4.3-2 Develop Test Document, 4.4-1 Transition, 4.4-2 Maintenance and Total Cost of Ownership (TCO), 4.4-3 Course Wrap Up
Course Project Overview
Course: Fundamentals of Immunology: Complement, MHC I and II, T Cells, and Cytokines
Modules:
Welcome, Overview and Terminology, Activation of MAC, Classical Pathway, Alternative Pathway, Lectin Pathway, Endgame and Consequences
MHC Genes, MHC Haplotypes, Inbreeding, MHC Protein Structure, Specifics of Peptide Binding, MHC Genetic Expression, Non-Classical Alleles, MHC and Disease
T Cell Antigen Recognition, Self-MHC Restriction, The Cytosolic Pathway, The Exogenous Pathway, Variations, Comparisons and Questions
Early Work, Structure and Roles, T-cell Receptor Genes, Gene Rearrangement: αβ genes, Gene Rearrangement: γδ genes, Diversity and its Constraints, The TCR Receptor Complex, Alloreactivity
Into the Thymus, Double Negative Transitions, Double Positive Event: Positive Selection, Negative Selection, CD 4+ Varieties, Activation
Information Transfer, Fundamental Signals, Contributory Signals, Common Themes in Signaling, Signaling and TH Subsets, Determining the TH Subsets, Clinical Applications
Farewell
Course: Introduction to Reproducibility in Cancer Informatics
Modules:
Defining Reproducibility
Organizing your project
Using notebooks
Making your project open source with GitHub
Managing package versions
Writing durable code
Code review
Documenting Analyses
Course: Liquidity and Solvency in Financial Accounting
Modules:
Liquidity and Management Efficiency in Financial Accounting, Solvency Ratios
Course: Copyright for Multimedia
Modules:
Welcome to Copyright for Multimedia, Getting Started
Data and Copyright, Data Examples
What Images Get Copyright Protection, What Images Get Copyright Protection,3D, VARA and Moral Rights, TEACH Act for Images, Fair Use for Images, Part 1, Fair Use for Images, Part 2: Transformative Fair Use, Fair Use for Images, Part 3: Use Cases, Permission to Use Images, Images in Social Media, Implied Licenses, and Privacy
Multiple Rights, Use Cases, Performance Licenses, Teaching with Music, TEACH Act for Music, Fair Use for Music, A Common Fair Use Dilemma, Transformative Fair Use for Music, Examples of Using Music, Infringement, Getting Permission, Filming Student Performances
Who Owns What, Garcia Case, What Do You Want to Do?, Using Films in Class, Filming your Teaching, Students and Film, Fair Use and Film, Anti-Circumvention, Fair Use Examples and Disputes, Film Permissions, Conclusion
Course: Details of ITIL V4 Four Dimensions of Service Management
Modules:
Introduction to 4 Dimension Model of Service Management, Critical Factors of Dimension of Service management: Organization and People and Information and Technology, Introduction to the Role of Partners and Suppliers, How it is Relevant to Service Value Streams, Effective Handling of Wastes and Duplication of Works Through Value Stream, Cloud computing and its Key Characteristics
How Organization Need to be Structured and Managed, Adopting ITIL Guiding Principles, People are Key Elements in this Dimension, Improving Skills and Competencies, General Knowledge on Multiple Domains, Defining Service Offerings and Their Components, Examples of Effective Service Offerings, Overview of Technologies that Support Service Management, How Information is Managed In it Service, Questions To Consider by Organization Towards Information Management Part 1, Questions To Consider by Organization Towards Information Management Part 2, Exchange Of Information Between Services and Service Components Part 1, Exchange Of Information Between Services and Service Components Part 2, Exchange Of Information Between Services and Service Components Part 3, Exchange Of Information Between Services and Service Components Part 4, Challenges of Information Management Part 1, Challenges of Information Management Part 2
Role of Partners and Suppliers Part 1, Role of Partners and Suppliers Part 2, Relationship with Other Organizations Part 1, Relationship with other organizations Part 2, Relationship with other organizations Part 3, Factors That Influence Organization Strategy Part 1, Factors That Influence Organization Strategy Part 2, Factors That Influence Organization Strategy Part 3, Factors That Influence Organization Strategy Part 4, Factors That Influence Organization Strategy Part 5, Definition of Value Stream, Opportunities to Increase Value Adding Services, Value Stream Mapping Activity in an Organization, Process Definition Part 1, Process Definition Part 2, Application of Process in Product and Service Delivery Part 1, Application of Process in Product and Service Delivery Part 2, External Factors affecting Service management  Part 1, External Factors affecting Service management Part 2
Course: Effective Compliance Programs
Modules:
Welcome to the Course, Setting the Stage:  Origins of Compliance Law, The Goal of Compliance Culture:  Integrating Compliance Throughout the Organization, From “Tone at the Top” to “Compliance at the Core”, The Compliance Officer / Responsible Person, Independence, Empowerment, and Resources: Part 1, Independence, Empowerment, and Resources: Part 2
The Code of Conduct, Policies, Procedures, and Standards, Training, Training Sessions, Other Information Flows, Compliance & Branding, Communications with Business Partners, Monitoring: Part 1, Monitoring: Part 2, Reporting Line
Compliance Involves More Than You Think, Why People Do Bad Things, The Psychological Aberration or Deviation Theory, The Privileged or Entitled Theory, The Stress and Pressure Theory, The Excessive Greed or Excessive Ambition Theory, The Cost-Benefit / Risk Reward Theory, The Lack of Recognition Theory, The Lack of Self-Control Theory, The “Everyone is Doing it” or The Virus Theory, The “I Could Have Done it Another Way” Theory, The No Harm Theory, How to Get People to be Compliant: Psychological Theories of Compliance, The Nudge Theory, The Punishment / Scare Them Theory, The Rules / CYA Theory, The Ubiquity Theory, The Reward Me Theory, The Quid Pro Quo Theory, The Bureaucratic Theory, The Slippery Slope / Broken Windows Theory, The Target Theory, The "One Size Doesn't Fit All" Theory
Dealing with Non-Compliance, Senior Response Team, Reporting and Other Communication, Enforcing Discipline, Lessons Learned / Root Cause analysis, Table Top Exercises
Course: Investment Evaluation
Modules:
Meet your Instructor
Time Value of Money, Time Value of Money Exercise Solution
Net Present Value (NPV) and Breakeven, NPV and Breakeven Exercise 1 Solution, NPV and Breakeven Exercise 2 Solution, NPV and Breakeven Exercise 3 Solution
Course: Networking in Google Cloud: Network Architecture
Modules:
Networking in Google Cloud Introduction
Module Introduction, Cloud network architecture overview, Getting started, Debrief
Module Introduction, Hub-and-spoke topology, Lab Intro: Implement a Hub-and-Spoke Network Using Network Connectivity Center, Coursera: Getting Started with Google Cloud Platform and Qwiklabs, Other topologies, Getting topology data, Best practices, Debrief
Networking in Google Cloud: Network Architecture Course Resources
Course: Management Skills for New Managers
Modules:
Leaning into leadership to be an effective manager, Using emotional intelligence as a key management skill, Building trust with your team, The positives and pitfalls of delegation, What to delegate, to whom, and when, Skill transfer using the GROW model, Overcoming the obstacles & challenges of delegation, Understanding the complex phenomenon of human communication, How perception and bias play a role in your relationships, Building relationships with the art of active listening, Building teamwork with collaborative language, Becoming an effective intercultural communicator, Proactively building and maintaining a healthy team environment, Resolving conflict among your team members, Two performance management myths, busted, Building a high performing (and Positive) team, Coaching team members engaging in poor performance or poor behavior, Deliver a stellar onboarding experience to new hires, Recognize and celebrate achievements, Advocating for your team, Conclusion
Course: Cloud Computing Concepts: Part 2
Modules:
Introduction to Cloud Computing Concepts, Part 2, Orientation Towards Cloud Computing Concepts: Some Basic Computer Science Fundamentals, Week 1 Introduction, 1.1. The Election Problem, 1.2. Ring Leader Election, 1.3. Election in Chubby and ZooKeeper, 1.4. Bully Algorithm, 2.1. Introduction and Basics, 2.2. Distributed Mutual Exclusion, 2.3. Ricart-Agrawala's Algorithm, 2.4. Maekawa's Algorithm and Wrap-Up
Week 2 Introduction, 1.1. RPCs, 1.2. Transactions, 1.3. Serial Equivalence, 1.4. Pessimistic Concurrency, 1.5. Optimistic Concurrency Control, 2.1. Replication, 2.2. Two-Phase Commit
Week 3 Introduction, Stream Processing in Storm, Distributed Graph Processing, Structure of Networks, 4.1. Single-processor Scheduling, 4.2. Hadoop Scheduling, 4.3. Dominant-Resource Fair Scheduling, Storm Demo, Apache Spark by Faria Kalim
Week 4 Introduction, 1.1. File System Abstraction, 1.2. NFS and AFS, Distributed Shared Memory, Sensor and Their Networks, Interview with Brighten Godfrey
Week 5 Introduction, 1.1. Basic Security Concepts, 1.2. Basic Cryptography Concepts, 1.3. Implementing Mechanism using Cryptography, 2.1. What Causes Disasters?, 2.2. AWS Outage, 2.3. Facebook Outage, 2.4. The Planet Outage, 2.5. Wrap-Up, Interview with Paul Kwiat, Conclusion to Cloud Computing Concepts, Part 2
Course: Speaking to inform:  Discussing complex ideas with clear explanations and dynamic slides
Modules:
Welcome to speaking to inform, What's this course about?, Informative speech assignment, Your speech should be audience-oriented, What do I know about my audience?, What does my audience know about the topic?, Identifying goals. What do you want the speech to achieve?, Planning goals. Be concrete to be successful., Revising goals. Be realistic given the time and audience., Start with an outline that clarifies key themes., Simplicity. Focus on a few key ideas, Order. Make the speech easy to follow along with., Balance. Are you spending time in the right sections?, Sample introductory speech, Recording good speech videos (optional)
Support overview, Include clear examples and illustrations, Summarize complex information, Give the audience time to process what you're saying, Refining your speech, Good introductions set you up for an interesting and clear speech, Good conclusions allow you reinforce and end on a strong note., Briefings and updates, Product and design presentations, Explaining research to a general audience, Teaching talks, Conference talks
What's the purpose of your slides?, Slides aren't simply your notes, Keep slides simple, Use slides to clarify the speech's arrangement, Using text in slides, Using images in slides, Using video in slides, Presenting with slides, Case study. Slides and text, Michael Alley, Penn State: What's wrong with slides?, Michael Alley, Penn State: How to make slides better, Sara Battersby from Tableau Software
Ethos. Demonstrating your credibility, Arete: Performing your passion, Phronesis. Showing your knowledge, Eunoia. Displaying your goodwill, Presidential ethos analysis, Using podiums, Using microphones, Using notes, Where and how to interact with your audience, Audience getting sleepy? Try a delivery change up, Sample informative speech
Course review, Other recommended courses
Sample informative speech
Course: Developing FPGA-accelerated cloud applications with SDAccel: Theory
Modules:
Reconfigurable Computing and FPGA technologies, FPGA-based systems and reconfiguration, Programmable System-on-Multiple Chips, Programmable System-on-Chips, FPGAs main building blocks, How to program an FPGA: bitstream and configuration, How to program an FPGA: system description and physical design, CAD Tools for FPGA-based systems design, An introuction to the SDx development environment
Hardware Design Flow, An introduction to SDAccel and the OpenCL-based flow, OpenCL computational model: global and local sizes, Not only OpenCL! The Rationale behind the RTL and C flows, SDAccel memory model, SDAccel "emulations", SDAccel runtime
Introduction, FPGA  Parallelism vs Processor Architecture 1/2, FPGA Parallelism vs Processor Architecture 2/2, Scheduling, Pipelining, and Dataflow, Application Optimization Flow
A bird's eye view on SDAccel optimizations, Interface optimizations: Overall context and an overview of a typical target architecture, Interface optimizations: a first example, Burst data transfer, Using full AXI data width, Using multiple memory banks
Kernel optimization: loop unrolling 1/2, Kernel optimization: loop unrolling 2/2, Kernel optimization: loop pipelining, Kernel optimization: array partitioning 1/2, Kernel optimization: array partitioning 2/2, Host optimizations
FPGA-enable cloud infrastructures, An introduction to SDAccel and the AWS EC2 F1 instances, Closing remarks and future directions
Course: Natural Gas Production and Processing
Modules:
About the Specialization, About the Course, Introduction to Gas Recovery and Processing, Details of Production/Separation Facility for Gas, Piping Guidelines and Safety - Part 1, Piping Guidelines and Safety - Part 2, Pipeline Transportation of Natural Gas and Gas Flow Systems, Pressure Vessels and Accessories - Part 1, Pressure Vessels and Accessories - Part 2, Temperature Control, Methanol and Glycol Injection, Condensate Stabilization Systems - Part 1, Condensate Stabilization Systems - Part 2, Gas Cycling of Condensate Reservoirs, Gas Gathering and Compression
Introduction to Natural Gas Processing, Removal of Liquids from Natural Gas, Gas Dehydration - Adsorption, Gas Dehydration - Absorption and Glycol Dehydration, Glycol Maintenance, Regeneration, Care and Troubleshooting, Iron Sponge Process, Sulfa-treat, Molecular Sieve and Zinc-oxide Processes, Solvent Processes, Membrane and Distillation Processes, Liquid Recovery Processes and Fractionation
Course: Batteries and Electric Vehicles
Modules:
Course Introduction
Chapter 1: Uses of Batteries, Chapter 2: Why Do We Need EVs?, Chapter 3: Battery and EV Modes, Chapter 4: Hybrid Electric Vehicles, Chapter 5: Battery Electric Vehicles, Chapter 6: Distribution of Passenger Cars, Chapter 7: Demands and Costs, Chapter 8: EV Battery Capacity and Range, Chapter 9: EV Battery Performance, Chapter 10: EV Battery Temperature Conditions, Chapter 11: Sensors and Monitoring Systems
Chapter 1: EV Battery Performance and Reliability, Chapter 2: EV Range Anxiety, Chapter 3: Dealing with Range Anxiety, Chapter 4: Charging and Range, Chapter 5: Factors Influencing Range Anxiety, Chapter 6: Survey Results for Range Anxiety, Chapter 7: EV Battery Adoption, Chapter 8: Cost and Performance, Chapter 9: EV Systems, Chapter 10: EV Adoption
Chapter 1: Manufacturing and Sales, Chapter 2: Battery Applications, Chapter 3: Lithium-Ion Batteries, Chapter 4: Solid State Batteries, Chapter 5: Development of Solid-State Batteries, Chapter 6: Battery Chemistry, Chapter 7: Futurist High End Batteries, Chapter 8: Battery Density and Performance, Chapter 9: Charging Systems for Electric Cars, Chapter 10: BMS Technology Development
Chapter 1: Sales Forecast and Life Cycle, Chapter 2: Recycling and Second Life, Chapter 3: Assessing Retired Batteries, Chapter 4: Lithium Ion Batteries: First and Second Life, Chapter 5: Overview of Second-Life Batteries, Chapter 6: Recycling Process for EV Batteries, Chapter 7: Benefits and Hurdles of EV Battery Recycling, Chapter 8: Recycling Companies and Processes
Course: Soul Beliefs: Causes and Consequences - Unit 1: Historical Foundations
Modules:
Introduction
What I was Told to Believe Part I, What I was Told to Believe Part II, What I was Told to Believe Part III
Historical Foundations of Soul Beliefs #1 Part I, Historical Foundations of Soul Beliefs #1 Part II
Historical Foundations of Soul Beliefs #2 Part I, Historical Foundations of Soul Beliefs #2 Part II, Historical Foundations of Soul Beliefs #2 Part III
Historical Foundations of Soul Beliefs #3 Part I, Historical Foundations of Soul Beliefs #3 Part II, Historical Foundations of Soul Beliefs #3 Part III
Functions of Religion in Ancient & Modern Times Part I, Functions of Religion in Ancient & Modern Times Part II, Functions of Religion in Ancient & Modern Times Part III
Prelude to Second Half
Religion Under Attack Part I, Religion Under Attack Part II, Religion Under Attack Part III, Additional Video - The Four Horsemen of Atheism
Big Ideas & Controversies Part I, Big Ideas & Controversies Part II, Big Ideas & Controversies Part III
Darwin's Dangerous Idea Part I, Darwin's Dangerous Idea Part II, Darwin's Dangerous Idea Part III
The Mind-Body Problem Part I, The Mind-Body Problem Part II, The Mind-Body Problem Part III
Course: ChatGPT Voice-Powered Chatbot Build with React and FastAPI
Modules:
Course Introduction, What We Are Building, About Your Instructor, Course Structure, Expectation versus Reality, Tech Stack - Backend, Tech Stack - Frontend, Tech Stack - Styling, Resource Instructions, Warning: OpenAI API Occasional Delay
Create React App with Vite, Install Tailwind, What We Are Building, Your First Component, What Just Happened, Styling Our First Button, Running a Parent Function From a Child (Passing Props), Monitor State and Handle Side Effects with useEffect, BetBox Structuring, Adding BetButton Functionality, Send Axios Fetch Request, Final Updates and Finishing Touches, React Learning Next Steps
VS Code Recommendation and Plugins, Folder Setup, Python and Node Version Installation Checks, FastAPI Python Backend Preparation and Package Installations, React Frontend Preparation and Package Installations, Tailwind CSS Integration, Setting Up Environment Variables
Backend Initialization with Imports and CORS, About Docs and Endpoints, Record Voice Snippet, Convert Voice to Text with Whisper, Prompt Engineering ChatGPT, Receiving ChatGPT Response, Store and Reset Message Data, Eleven Labs API Docs Walkthrough, Giving Rachel a Human Sounding Voice, Frontend Preparation and Troubleshooting Discussion
Structuring Controller Component, Title Component - Part I (Reset Function), Title Component - Part II (Render Completion), Controller Recorder Container, Adding Audio Recording Functionality, Animating a Record Icon, Playing Back Audio and Blob Encoding, Hello Rachel, Full User Interaction and Tweaking, Making Production Ready
Further Prompt Engineering and Use Cases, Next Steps
Course: Introduction to Quantum Information
Modules:
1. Background, 2. Simple quantum experiment, 3. Axioms of quantum theory, 4. Qubit experiment, 5. State transformations VS Probabilities (qubit) 1, 6. State transformations VS Probabilities (qubit) 2
1. Mixed state, 2. Bloch sphere, 3. Qubit dynamics, 4. Quantum state discrimination, 5. No-go theorems
1. Two-qubit entanglement, 2. Two-qubit gates, 3. Two-qubit measurements, 4. Quantum teleportation 1 : one-time pad, 5. Quantum teleportation 2
1. Quantum computing, 2. The Deutsch Problem 1 : the phase kickback, 3. The Deutsch algorithm 2 : the original, 4. The Deutsch algorithm 3 : channel discrimination, 5. Phase estimation
1. Quantum channel by Kraus representation, 2. Quantum channel as quantum teleportation, 3. Quantum channel as CPTP maps, 4. Qubit channels, 5. Quantum channels are special
1. Entangled states are useful, 2. Single-copy entanglement manipulation, 3. Entanglement manipulation 1, 4. Entanglement manipulation 2, 5. Multipartite entangled states, 6. Mixed state entanglement
Closing & beyond
Course: Sistemas difusos
Modules:
Saludo de bienvenida, ¿Por qué estudiar los sistemas difusos? Motivación, ¿Qué es un conjunto difuso? Principios matemáticos, Definiciones: Soporte y alfa-cortes, Definiciones: extensión y proyección cilíndricas, Operaciones con conjuntos difusos, T-Normas y S-Normas, Relaciones difusas, Bonus track: Incertidumbre, Presentación del laboratorio 'Introducción a skfuzzy'
Variables lingüísticas, Lógica difusa, Sistemas basados en reglas - controladores difusos, Inferencia difusa, Presentación del laboratorio 'Inferencia difusa', Difusores y concresores, La Base de Reglas, Sistemas MIMO, Control difuso, Presentación del laboratorio 'Controladores difusos', UNFuzzy - sistema SISO, UNFuzzy - Sistema MISO, UNFuzzy - código C++, Scilab - Editor, Scilab - xcos
¿Qué es aprendizaje de máquina?, Agrupamiento difuso - primera parte, Agrupamiento difuso - segunda parte, Presentación del laboratorio 'Agrupamiento difuso c-means', Aproximación de funciones, Entrenamiento de sistemas basados en reglas, Entrenamiento con UNFuzzy, Optimización mediante Algoritmos Genéticos (primera parte), Optimización mediante Algoritmos Genéticos (segunda parte), Implementación de algoritmos genéticos con UNGenético
Números difusos, El principio de extensión (primera parte), El principio de extensión (segunda parte), Aritmética de intervalos, Aritmética de números difusos, Valor representativo, ambigüedad y nivel de optimismo, Presentación del laboratorio 'Aritmética difusa', Estructura de un sistema de computación con palabras, Interpretación lingüística, Aproximación lingüística, Función de razonamiento aproximado, Fuzzynet (primera parte), Fuzzynet (segunda parte), Fuzzynet (tercera parte), Cierre
Course: Estratégia de Negócios
Modules:
Introdução, Influência da Indústria na Rentabilidade, Modelo de 5 Forças, Conceitos de Valor, Cadeia de Valor, Elos e Cadeia Geral de Valores, Vantagens Competitivas, Estratégias Competitivas, Definição de Preços
Estratégia e Competências Essenciais, Visão Baseada em Recursos - RBV, Modelo VRIO, Análise VRIO, Perspectivas dos Stakeholders, Mapa de Stakeholders, Análise de Stakeholders, Saliência de Stakeholders
Introdução à Teoria dos Jogos, Co-Opetição, Rede de Valor - Parte Superior​, Rede de Valor - Parte Superior - Case, Rede de Valor - Parte Inferior, Rede de Valor - Parte Inferior - Case, Matriz de Jogos Estratégicos, Relação de Forças e Posturas Concorrenciais, Jogos da MJE, Matriz MJE - Case
Introdução às Redes de Negócios, Redes de Negócios e Estratégia, Redes de Negócios Verticais, Redes de Negócios Verticais - Case Siderurgia, Redes de Negócios Horizontais, Redes de Negócios Horizontais - Case Clusters
Oceano Vermelho e Oceano Azul - Parte 1, Oceano Vermelho e Oceano Azul - Parte 2, Fundamentos da Estratégia de Criação de Mercado - Parte 1, Fundamentos da Estratégia de Criação de Mercado - Parte 2, A Perspectiva Do Oceano Azul - Parte 1, A Perspectiva Do Oceano Azul - Parte 2, Construindo a Confiança para Agir - Parte 1, Construindo a Confiança para Agir - Parte 2, Processo Blue Ocean Shift - Passos 1 e 2 - Parte 1, Processo Blue Ocean Shift - Passos 1 e 2 - Parte 2, Processo Blue Ocean Shift - Passos 3 a 5 - Parte 1, Processo Blue Ocean Shift - Passos 3 a 5 - Parte 2
Course: Learn Mandarin Chinese: Capstone Project
Modules:
Welcome to capstone project, Review Lesson 1 (greetings), Review Lesson 2 (number/time), Review Lesson 3 (shopping), Review Lesson 4 (family/occupations), Review Lesson 5 (food/restaurant)
A Chinese song
Review Lesson 6  (directions and places/taxi), Review Lesson 7 (phone numbers/hobbies), Review Lesson 8 (phone-call/appointments), Review Lesson 9 (location of things and places), Review Lesson 10  (body and health)
A Chinese song
Review lesson 11 (capability and possibility), Review lesson 12 (bank and big numbers), Review lesson 13 (housework and "ba" sentence), Review lesson 14 (travel and travel plans), Review lesson 15 (flight and hotel)
A Chinese song, Farewell video, Welcome to SJTU if you intend to continue learning Chinese...
Course: Science of Fat Metabolism
Modules:
Before You Start, Final Thoughts