dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: التخطيط للمشروع: وضع كل شيء معًا
Modules:
مقدمة إلى الدورة التدريبية 3, فوائد تخطيط المشروع, إطلاق مرحلة التخطيط, تيسير اجتماع إطلاق المشروع, فهم المهام والمعالم الرئيسية, أهمية تحديد المعالم, كيفية تحديد المعالم الرئيسية, إنشاء هيكل تنظيم العمل, الملخص:, كلينيتا: كيف يخلق التخطيط روح الفريق
مقدمة: بناء خطة المشروع, مكونات خطة المشروع, عمل تقديرات واقعية للوقت, تخطيط القدرات والمسار الحرج, الحصول على تقديرات دقيقة للوقت من فريقك, أنجل: قيمة مهارات التعامل مع الآخرين في تقدير الوقت, وضع جدول المشروع, أفضل الممارسات لخطة المشروع, الملخص
مقدمة: إدارة الميزانية والمشتريات, أهمية إعداد الميزانية, المكونات الرئيسية لميزانية المشروع, إنشاء ميزانية المشروع, الاحتفاظ بميزانية المشروع, فهم المشتريات, عملية الشراء, وثائق المشتريات المشتركة, إنشاء بيان العمل, الحصول على دعم المشتريات, الأخلاقيات في عملية الشراء, الملخص
مقدمة: إدارة المخاطر بفعالية, أهمية إدارة المخاطر, ستانتون: إدارة مشروعي الأول, أدوات للمساعدة في تحديد المخاطر, أنواع المخاطر, استراتيجيات التخفيف من المخاطر, بناء خطة إدارة المخاطر, إبلاغ المخاطر للأطراف المعنية., أجي: إدارة المخاطر في Google, الملخص
مقدمة: تنظيم التواصل والتوثيق, لماذا يعد التواصل أمر بالغ الأهمية, بدء خطة تواصل, وضع خطة تواصل, قيمة وثائق المشروع, تنظيم وثائق المشروع, كريس: تنظيم الأدوات اللازمة لمقابلة عمل, توثيق الخبرة في السيرة الذاتية, دان: أهمية توثيق المشروع, ملخص الدورة
Course: Getting Started with U.S. Payroll Fundamentals
Modules:
Professional Certificate Introduction, Course 3 Introduction, Payroll Lingo, Introduction to the Payroll Cycle, Classifying Workers: Employee or Independent Contractor, The Common Law Test and the ABC Test, Exceptions to the Common Law Test, Form I-9: Employment Eligibility Verification, HR{preneur} Podcast: New Form I-9: Breaking down the updates & alternative procedures, Form W-4: Employee’s Withholding Certificate
Payroll Related Dates and Pay Frequencies, Pay Frequency Formulas, Stories from the Field: Payroll Related Dates, Types of Payment Methods, Owner Pay, Introduction to Gross Pay, Minimum Wage, HR{preneur} Podcast: 7 myths about the minimum wage … busted, Pay Statement Details, Explore and Review a Pay Statement, Common Earnings, Payroll Register Reports, Common Benefits, Retirement Deductions
Fair Labor Standards Act (FLSA), The Workweek, Overtime and Exceptions, White Collar Exemptions, Methods for Calculating Overtime Pay, Calculating Pay for FLSA Nonexempt, Salaried Employees, Overtime Premium, Putting it All Together: Gross Pay
Course: 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations
Modules:
Course Introduction, What is Machine Learning, Applications of Machine Learning, Components of Machine Learning, Machine Learning and Other Fields
Perceptron Hypothesis Set, Perceptron Learning Algorithm (PLA), Guarantee of PLA, Non-Separable Data
Learning with Different Output Space, Learning with Different Data Label, Learning with Different Protocol, Learning with Different Input Space
Learning is Impossible?, Probability to the Rescue, Connection to Learning, Connection to Real Learning
Recap and Preview, Effective Number of Lines, Effective Number of Hypotheses, Break Point
Restriction of Break Point, Bounding Function: Basic Cases, Bounding Function: Inductive Cases, A Pictorial Proof
Definition of VC Dimension, VC Dimension of Perceptrons, Physical Intuition of VC Dimension, Interpreting VC Dimension
Noise and Probabilistic Target, Error Measure, Algorithmic Error Measure, Weighted Classification
Course: Tinkering Fundamentals: Motion and Mechanisms
Modules:
Motion and Mechanisms: Welcome to the course, Course Overview, Motion and Mechanisms Activities
Marble Machines, Designing for Tinkerability: Marble Machines, Inspiration: Bernie Zubrowski, Making Marble Machines, Pedagogical Perspective: Eleanor Duckworth
Cardboard Automata, Designing for Tinkerability: Cardboard Automata, Inspiration: Carlos Zapata, Making Cardboard Automata, Pedagogical Perspective: Hubert Dyasi, Cardboard Automata Mechanism 1, Cardboard Automata Mechanism 2, Cardboard Automata Mechanism 3, Cardboard Automata Mechanism 4, Cardboard Automata Mechanism 5, Revealed: Mechanism 1, Reveal: Mechanism 2, Reveal: Mechanism 3, Reveal: Mechanism 4, Reveal: Mechanism 5
Chain Reaction, Designing for Tinkerability: Chain Reactions, Inspiration: Arthur Ganson, Making Chain Reactions, Pedagogical Perspective: Bernie Zubrowski, Chain Reaction Connections, Arthur Ganson Considers Chain Reactions
Research + Practice, Teachers Talking About Tinkering, Wrap up, Making & Tinkering: The Intertwined Dimensions of Learning, Making & Tinkering: The Power of Ideas
Course: Music and Social Action
Modules:
Welcome to Music and Social Action, Introduction to the course
2.1 - An introduction to Dewey and Greene, 2.2 - Making and perceiving art as a human impulse, 2.3 - The aesthetic dimension and openings, 2.4 - Ways of seeing: how does an artistic outlook change the way we see the world?
3.1 - Democracy and the arts, Part I, 3.2 - What is the role of the arts in a free society?, 3.3 - Art as a way of understanding the world, 3.4 - Civil Society and Freedom: what do we mean by freedoms in a democracy?, 3.5 - Regard for Otherness: Maxine Greene and civil society, 3.6 - Discussion about Dewey, Maxine Greene, conceptions of freedom and the arts
4.1 - Democracy and the Arts, Part II, 4.2 - The New Deal, 4.3 - John F. Kennedy's ideal, 4.4 - Dr. Martin Luther King, Jr. and his dream, 4.5 - Discussion about President Kennedy, Dr. King, social imagination
5.1 - Introduction to the class, 5.2 - How the arts change cities/neighborhoods, 5.3 - Conversations with directors of Providence and New Haven organizations, 5.4 - Conversation with Jamie Bennett of ArtPlace America
6.1 - Pablo Casals, conscience and country, 6.2 - Bronislaw Huberman, Europe and Palestine in the 1930s, 6.3 - Yehudi Menuhin and taking political action, 6.4 - Discussion about Casals and Huberman
7.1 - 21st Century Artists and Social Commitment, 7.2 - Conversation with pianist Jonathan Biss, 7.3 - Barenboim and the West Eastern Divan Orchestra, 7.4 - Ai Wei Wei and protest through art making, 7.5 - Conversation with pianist Vijay Iyer
8.1 - Paolo Freire and working with oppressed populations, 8.2 - Robert Greenleaf and leading through serving, 8.3 - Discussion about Freire and education, 8.4 - Art, Service, and Civil Society
How can artists/arts organizations make an impact in your community?
Course: Introduction to Image Generation - Português Brasileiro
Modules:
Introdução à geração de imagens
Course: Pipe Material Specification
Modules:
About the Specialization, Course Introduction, Introduction   - Part I, Introduction   - Part II, Schedule Number - Part I, Schedule Number - Part II, Schedule Number - Part III, Types based on Manufacturing, Materials, Ends and Joints, Sizing: Internal  and external Pressure, Problem Solving on Pipe Design Calculation - Part I, Problem Solving on Pipe Design Calculation - Part II, Types, End Connections, End Connections - Part I, End Connections - Part II, Facing, Materials, Pressure and Temperature Rating, Gaskets and Bolting - Part I, Gaskets and Bolting - Part  II, Layout of ASME BPVC Section IX, P, F and A Numbers in Welding, WPS and PQR
Gate Valve: Description and Functional - Part I, Gate Valve: Description and Functional - Part II, Ball and Plug Valves: Description and Functional, Piston and Diaphragm, Butterfly and Pinch Valves: Description and Functional, Globe Valve: Description and Functional, Needle Valve:  Description and Functional, Check Valves: Description and Functional - Part I, Check Valves: Description and Functional - Part II, Special Purpose Valves, Manufacturing and Assembly of Valves, PFDs, P&IDs, Orthographic and Isometric Views - Part I, PFDs, P&IDs, Orthographic and Isometric Views - Part II, 90 Degree Direction Change: Downward & Upward, Branching: Downward & Upward, Equipment & Valves, Elbow, Tee, Reducers, Strainers, Flowmeters, Level, Pressure Gauges & Controllers, Services Abbreviations used in P&IDs, Introduction to 3D Modelling Software
Primary and Secondary Loads, Induced Stresses, Theories of Failure, Fatigue, Introduction, Design for Sustained Loads - I, Design for Sustained Loads - II, Design for Occasional Load, Design of Expansion Loads - Part I, Design of Expansion Loads - Part II, Flexibility Analysis - Part I, Flexibility Analysis - Part II, Flexibility Analysis - Part III, Exploring Tool Bar - Part I, Exploring Tool Bar - Part II, Induced Stress – Moderate Piping System, Induced Stress – Complex Piping System
Introduction, Variable Spring, Constant Load Hanger, Rigid Frames, Rod Hanger, Pipe Rolls, Rigid Struts, Vibration Dampers, Snubbers, Anchors, Saddles, Good Practice: Layout Rules, Introduction, Types, Introduction, Design, Vibration, Insulation, Introduction, Thermal Expansion, Ground Movement, Cathodic Protection
Course: Data Warehouse Fundamentals
Modules:
Course Introduction, Data Warehouse Overview, Popular Data Warehouse Systems, Selecting a Data Warehouse System, Data Marts Overview, IBM Db2 Warehouse, Data Lakes Overview, Data Lakehouses Explained
Overview of Data Warehouse Architectures, Cubes, Rollups, and Materialized Views and Tables, Facts and Dimensional Modeling, Data Modeling using Star and Snowflake Schemas, Staging Areas for Data Warehouses, Verify Data Quality, Populating a Data Warehouse, Querying the Data
Course Wrap-Up
Course: Reality Bites: Introduction to metaphysics
Modules:
Teaser 1, 1.1 On our menu, 1.2 Ontological commitments, 1.3 On holes
Teaser 2, 2.1 One over many, 2.2 Realism about universals, 2.3 Nominalism
Teaser 3, 3.1 Naked substrata, 3.2 Bundle theories, 3.3 Thin particulars
Teaser 4, 4.1 Four ontologies of time, 4.2 The unreality of time
Teaser 5, 5.1 Causal relata, 5.2 Two reductive theories, 5.3 Four alternatives to Humeanism
Teaser 6, 6.1 Ship of Theseus, 6.2 Four views about persistance
Teaser 7, 7.1 The special composition question, 7.2 Moderate answers, 7.3 Extreme answers
Teaser 8, 8.1 Colors as secondary qualities, 8.2 Values as response-dependent, 8.3 The third way
Course: Operations Excellence
Modules:
Manufacturing Efficiency, Manufacturing Systems, Agile versus Lean versus Scale, Contract Manufacturers, Manufacturing Excellence
Internal Information Flow, Industry 4.0, The Automation Pyramid, The Goals of Operations: Speed, Flexibility, Quality, and Cost, Lean Operations, Theory of Constraints, Lean Operations, Theory of Constraints, From "Quality is Free" to "Six Sigma", DMAIC and the Define Stage, Screencast of DMAIC and the Measure Stage, Screencast of DMAIC and the Analyze Stage, Screencast of DMAIC and the Improve Stage, Screencast of DMAIC and the Control Stage
Supply Chain Capital, Increasing Supply Chain Capital, Fund The Growth, Inventory, Inventory + Customer Service, Customer Service Costs
Medical Devices Industry Case Reading
Course: Introducción a las Simulaciones PhET para la Educación STEM
Modules:
¿Qué es PhET?, Tour por el Sitio Web de PhET, Explorando el Proceso de Diseño de las Simulaciones PhET, Videotutorial Registro al Sitio Web de PhET, Modo Proyector, Insertar Simulaciones en PowerPoint, PhET en Google Classroom
La Importancia del Acceso y la Inclusión, Compatibilidad con Diferentes Plataformas, Compartiendo Simulaciones, Descargando Simulaciones HML5, Descargando Simulaciones Java, Descargando las aplicaciones PhET para Computadoras y Dispositivos Móviles
Funciones Inclusivas en Acción, Entradas Alternativa, Entrada de Cámara-Manos, Sonido y Sonificación, Descripción Interactiva, Texto-a-Voz (Voicing), Panorámica y Zoom, Resaltados Interactivos, Acceso a Funciones Inclusivas, Personalizar las Ventanas de la Simulación
Actividades Publicadas en el Sitio Web
El Fundador de PhET Compartiendo Sobre la Creación de un Entorno y Cultura de Aprendizaje, Mentalidad Fija vs Mentalidad de Crecimiento
Aprendizaje Activo: Base para la Equidad, Características del Aprendizaje Activo, Abordando los Conocimientos Previos de los Estudiantes, Conectando con el Contexto, Apoyar la Colaboración, Promover el Sentimiento de Pertenencia, Proporcionar Andamiaje, Evaluaciones como Oportunidades de Aprendizaje, Un Espectro de Estilos para el Aprendizaje Activo, Investigación sobre Aprendizaje Activo en STEM, Aprendizaje Activo con Simulaciones PhET, Encontrar y Seleccionar Actividades Basadas en el Aprendizaje Activo
Consigue tu Certificado
Course: The Future of Payment Technologies
Modules:
Fintech Innovations: Series Map and Learning Goals, Fintech Innovations: Series Introduction
Introduction to Fintech Innovations in the Payment Sector, The Checking System and the Importance of Financial Intermediation, Electronic Fund Transfers Using Automated Clearing House (ACH), Pure Digital Wallets, From Pure Wallet to Payment Ecosystem, Social-Network-Based Payment Innovations
Origin of the Credit Card network, Credit Card Network: Key Stakeholders and Business Models, The credit card network: advantages and inefficiencies, Innovations that Make Credit Card Transactions More Secure, Innovations that Make Credit Card Transactions More Secure (con't), Innovations that Expand Credit Cards’ Customer Base
M-Pesa: PayTech in Developing Markets, M-Pesa: Business Model, M-Pesa: Business Model Continued, PayTech in India
Course: Designing, Running, and Analyzing Experiments
Modules:
01. What You Will Learn in this Course, 02. Basic Experiment Design Concepts
03. Description of a Study of User Preferences, 04. Getting Started with R and RStudio, 05. Exploring Data and a First Test of Proportions, 06. Understanding and Reporting Your First Statistical Test, 07. Exact Tests, Asymptotic Tests, and the Binomial Test, 08. More One-Sample Tests of Proportions, 09. Two-Sample Tests of Proportions
10. Experiment Design Concepts in a Simple A/B Test, 11. Analyzing a Simple A/B Test with a T-Test
12. Designing for Experimental Control, 13. Data Assumptions and Distributions, 14. Testing for ANOVA Assumptions, 15. Mann-Whitney, a Nonparametric T-Test
16. Description of a Study for a Oneway ANOVA, 17. Analyzing and Reporting a Oneway ANOVA, 18. Kruskal-Wallis, a Nonparametric Oneway ANOVA
19. Description of a Study for a Oneway Repeated Measures ANOVA, 20. Counterbalancing Repeated Measures Factors, 21. Long-Format and Wide-Format Data Tables, 22. The Paired T-Test and Wilcoxon Signed-Rank Test, 23. Analyzing a Repeated Measures ANOVA and Friedman Test
24. Description of a Study for a Factorial ANOVA, 25. Understanding Interaction Effects, 26. Analyzing a Factorial ANOVA, 27. The ART, a Nonparametric Factorial ANOVA
28. Introduction to Generalized Linear Models, 29. Analyzing Three Generalized Linear Models
30. Introduction to Mixed Effects Models, 31. Analyzing a Linear Mixed Model, 32. Analyzing a Generalized Linear Mixed Model, 33. Course in Review
Course: ¿Cómo tomar decisiones financieras que agreguen valor?
Modules:
Bienvenidos al curso
Bienvenidos al módulo 1, Proceso de decisión
Bienvenidos al módulo 2, ¿Cuál es la estructura del estado de resultados y del estado de situación financiera?, ¿Cuál es la estructura del estado del flujo de efectivo?, ¿Comprar o no la Empresa ABC?, Estado de resultados y situación financiera de la empresa ABC, Flujo del efectivo de la empresa ABC, Indicadores financieros de la empresa ABC, Tabla de supuestos de la empresa ABC
Bienvenidos al módulo 3, ¿Qué información puedo extraer de los estados financieros proyectados?, Estados financieros proyectados para la empresa ABC, Estado del flujo del efectivo proyectado y cierre del modelo para la empresa ABC, Flujo de caja libre para la empresa ABC
Bienvenidos al módulo 4, ¿Qué tanto valor agrega una decisión financiera?, VPN y TIR en la empresa ABC, ¿Cómo estimar el WACC?, Ajuste por riesgo país, El WACC de la empresa ABC
Bienvenidos al módulo 5, ¿Qué pasa si…?, Análisis de riesgo aplicado en la empresa ABC, ¿Es una buena decisión financiera comprar la empresa ABC?
Course: 3D CAD Application
Modules:
Welcome to CAD&BIM specialization, 101 Course overview
201 Process of 3D modeling, 202 Notice of 3D modeling, 203 Import CAD files into SketchUp
301 Group of 3D models, 302 Create First Floor's Slab, 303 Create columns, 304 Create walls, 305 Create beams, 306 Readjust heights of walls
401 Create first part of staircase and platform, 402 Create second and third parts of staircase, 403 Adjust and Group staircase, 404 Create railing of first-part staircase, 405 Create railing of second-part staircase, 406 Create railing of third-part staircase, 407 Create and Groupsecond floor slab
501 Component, 502 Create a window component-W2, 503 Create a window component-DW1, 504 Create a window component-DW2, 505 Create a door component-D4, 506 Paint and modify D4, 507 Create the doorknob of D4 and make it component
601 Import components, 602 Create spaces and place W2, 603 Make Component of Air conditioning inlet, 604 Place Iron rolling door component SD1, 605 Place D1 and D4 component, 606 Place restroom door
701 Concept of model assembling, 702 Materials and shadow, 703 Check the surface of model, 704 Collect, create and modify materials, 705 Paint and assemble the models of every floor, 706 Shadow of the whole model, 707 Export the model
801 Review, 802 Move on your journey of 3D modeling
Course: Finanzas personales
Modules:
Presupuesto familiar, Presupuesto familiar - recomendaciones
Ahorro, Ahorro - recomendaciones
Inversión, Inversión - recomendaciones
Crédito, Crédito - recomendaciones
Seguros, Seguros - recomendaciones
Consumo responsable, Consumo responsable - recomendaciones, Sustentabilidad en los estados fiancieros
Course: Water in the Western United States
Modules:
Why Study Water in the West, Important Things to Know About the Course, Geography of the West, Review of the Water Cycle (with a focus on the Western US)
History and Development of Water in the West, Native American Tribes and Water, Water Storage and Delivery Infrastructure, Prior Appropriation, Interstate Water Conflicts and Agreements, Environmental Flows and the Endangered Species Act
Climate in the Western US and Water Resources, Water Quality, Aquatic Habitat, and Drinking Water, Groundwater Resources, Watershed Impacts, River and Flash Flooding, Impacts of Climate Change in the Interior West, Water Demand for Agriculture, Water Demand for Urban Areas
Geographic and Physical Overview of the Colorado River Basin, History of Development of the Colorado River Basin, Climate and the Colorado River Basin: Past, Present, and Future, The Colorado River Basin Water Supply and Demand Study, Physical Attributes of the Colorado River and Experimental Flows in the Grand Canyon
A Growing Controversy: Hydraulic Fracturing and Water Supplies, Understanding Water Quality Impacts: Boulder Creek Case Study, Science, Management, and Reality: The Story of the California Bay Delta, Doing More With Less: Water Conservation and New Supplies in Las Vegas, A Collision of Impacts: The Water-Energy Nexus, What Does the Future Hold?
Course: Managing ADHD, Autism, Learning Disabilities, and Concussion in School
Modules:
Managing ADHD, Autism, Learning Disabilities, and Concussion in School, What is ADHD?, Symptoms of ADHD, Diagnosing ADHD, Management of ADHD
What is Autism Spectrum Disorder (ASD)?, Deficits in Children with ASD, Symptoms and Diagnosis of ASD, Managing Children with ASD
What Are Learning Disorders?, Diagnostic Criteria for Learning Disorders, How To Make A Diagnosis?, Specific Type of Learning Disorders - Part 1, Specific Type of Learning Disorders - Part 2
What are Concussions?, Symptoms of Concussion, What Happen When A Child Fall?, Management of a Concussion
Course: The GRC Approach to Managing Cybersecurity
Modules:
The GRC Approach to Managing Cybersecurity
Welcome to the GRC Approach to Managing Cybersecurity, What is the Management of Cybersecurity? (Lesson 2.1.1), Positioning the Cybersecurity Department (Lesson 2.1.2), Cybersecurity Personnel: Roles and Responsibilities  (Lesson 2.1.3), The CyberSETA Program (Lesson 2.1.4), Cybersecurity & Personnel Issues (Lesson 2.1.5), The GRC Approach to Managing Cybersecurity
Cybersecurity Governance and Planning, What is Cybersecurity Governance? (Lesson 2.2.1), Cybersecurity Strategic Planning, Cybersecurity Planning for Contingencies (Lesson 2.2.3), Planning for the Cybersecurity Program (Lesson 2.2.4), Wrap up for Cybersecurity Governance and Planning
Cybersecurity Risk Management, What is Risk Management?, Risk Management: Models and Methodologies, Preparation for Risk Management, Risk Assessment, Risk Treatment, Wrap Up for Cybersecurity Risk Management
Cybersecurity Policy, Enterprise Cybersecurity Policy, Issue Specific Cybersecurity Policies, System Specific Security Policies, Developing and Implementing Effective Cybersecurity Policy, Cybersecurity Policy
Welcome to Performance Measures - Measuring Success in the Cybersecurity Program, What are Performance Measures?, Specifying Cybersecurity Measurements, Implementing the Cybersecurity Performance Measures Program, Wrap up for Performance Measures - Measuring Success in the Cybersecurity Program
Law and Regulation in Cybersecurity, Introduction to Key Security Laws, Privacy Laws, US and International Security Laws and Standards, Wrap up for Law and Regulation in Cybersecurity
Course Wrap-up on The GRC Approach to Managing Cybersecurity
Course: Data Integration and ETL with Talend
Modules:
Course Introduction, Data and its Sources, Introduction to Data Integration, Beneifts and Use Cases of Data Integration, Approaches of Data Integration, Approaches of Data Integration - Data Streaming, ETL Process, Introduction to Talend, Talend Open Studio, Talend Open Studio - Key Features, Use cases and benefits of Talend Open Studio, Data Integration with Talend, Talend Data Integration Architecture
Installing Talend Open Studio, Starting the Studio, Tour of the Studio, Importing and Exporting a Project, Creating a Message Box Job in Talend, Adding Components to a Job, Adding Components to a Job - Demonstration, Handling Job Execution, Managing a Job, Metadata in Talend - File Schemas, Metadata in Talend - LDAP & Generic Schemas, File Delimited, File Positional, File Regex, File XML
Transforming XML to CSV, Transforming XML to CSV - Demonstration, Transforming CSV to XML, Working with multi-schema XML Files, Working with multi-schema XML Files - Demonstration, Lookups in Talend Studio, Lookups in Talend Studio - Demonstration, Connecting to Database Tables, Extracting Data from a Database, Extracting Data from a Database - Demonstration, Extracts from Multiple Tables - Joining within the Database Component, Extracts from Multiple Tables - Joining within the Database Component - Demonstration, Extracts from multiple tables - Joining outside the database Component, Extracts from multiple tables - Joining outside the database Component - Demonstration, Writing Data to a Database, Writing Data to a Database - Demonstration, Filtering Data, Filtering Data - Demonstration, Filter and Rejects, Filtering and Split, Aggregating Data, Aggregating Data - Demonstration, Sorting Data, Normalizing Data, Normalizing Data - Demonstration, Extracting Delimited Fields, Extracting Delimited Fields - Demonstration, Find and Replace, Copying Files, Deleting Files, Timestamping a File, Timestamping a File - Demonstration, Configuring FTP Server - Configure IIS, Configuring FTP Server - Configure new Site, FTP Put, FTP Put - Demonstration, FTP Get
Course Summary: Data Integration and ETL with Talend
Course: Team Building and Leadership in Project Management
Modules:
Introduction to the course: Team Building and Leadership, Introduction to Leading Teams, Organisational Structures, Critical Thinking, Emotional Intelligence, Project Knowledge, Stakeholder engagement, Stakeholder Mapping, Module Summary: Introduction to Team Building and Leadership
Introduction to Conflict Management, Culture and communication, Virtual Teams, Collaborative Team Development, High Performing Teams, Getting the team on the same page, Clarifying project goals and objectives, SMART working, Module summary: Team Dynamics and Development
Project Leadership, Adapting your leadership approach, Influencing  without Authority, Servant Leadership, Servant Leadership in Action, Enhance Team Performance, Introduction to Developing future Leaders, Integration of a leadership pipeline, Personalities, Developing people, Module summary: Project Leadership
Course recap: Team Building and Leadership, Congratulations
Course: Managing Information System Security Architecture
Modules:
Welcome to the Course!, Security Architecture in Network Security, Security Architecture in Access Management, Security Architecture in Application Security, Security Architecture in Data Protection, Security Architecture in Cloud Security, Security Architecture in a Comprehensive Security Governance Framework, Key Aspects of Security Architecture in a Security Governance Framework, Security Compliance as a Driver for Security Architecture Decisions, Facets of Security Architecture
Security Architecture Considerations, Critical Factors of Security Architectures, Key Practices, Security Best Practices, Key Considerations for Pre-Implementation Planning and Design, Implementation, Training, and Continuous Development
Proactive Security Measures, Security Measures Strategies, Security Monitoring and Analysis, Security Awareness and Training, Security Governance and Continuous Improvement, Congratulations!
Course: Microsoft Copilot for Security
Modules:
Welcome to the Course
An Introduction to the Different Microsoft Copilots, How the Different Microsoft Copilots Are Constructed, The Purpose of Using Microsoft Copilot for Security, Components of Microsoft Copilot for Security
The Functionalities of Microsoft Copilot for Security, Exploring Knowledge Base Connections, Demonstration: Provisioning Microsoft Copilot for Security
Demonstration: Copilot for Security and Microsoft Defender XDR: Part 1, Demonstration: Copilot for Security and Microsoft Defender XDR: Part 2, Demonstration: Copilot for Security and Microsoft Purview, Demonstration: Copilot for Security and Microsoft Sentinel, Demonstration: Copilot for Security and Microsoft Intune
Elements of an Effective Prompt, Demonstration: Promptbooks in Microsoft Copilot for Security, Demonstration: Creating Custom Promptbooks in Microsoft Copilot for Security
Course: Introduction to Korean Philosophy and Culture
Modules:
Welcome from SKKU, Course overview, What makes up a philosophy?, [+] Universality and particularity, Western philosophy meets East Asian philosophy, [+] From Philosophy to cross-cultural philosophies, Chinese vs Korean philosophy, [+] The introduction of Chinese characters (Hanja) into Korea, Revisiting the content for week 1
Influence and innovation, [+] Adaptive and disruptive innovation across cultural boundaries, [+] The influence of Confucianism on Korean traditional thought, Sungkyun, “Learning to be a better person”, [+] The meaning of Sungkyun, Hangeul, the Korean alphabet, [+] Writing systems before Hangeul, [+] Three important ingredients of Hangeul, Revisiting the content for week 2
Affectionate Koreans vs argumentative Koreans, [+] Reason and emotion in the East and West, The Four-Seven debate, [+] The history of Neo-Confucianism, [+] More details on the Four-Seven debate, The Horak debate, [+] More details on the Horak debate, Revisiting the content for week 3
[*] Zoom on Maum, mind or heart?, Recap on the topics discussed so far, [+] Resistance to dichotomy in the Korean language, Different chunking through the Uri-self, [+] A closer look at Uri, More tips for Korean philosophy, Revisiting the content for week 4, Continuing your journey in Korean philosophy
Course: Historia del Arte: Del Barroco al Arte Posmoderno
Modules:
Bienvenida
Sistema moderno del arte
Realismo, El paisaje en el siglo XIX, Artistas modernos, Neoimpresionismo, Postimpresionismo
Ready made, Análisis de "Manifestación" de Antonio Berni
Course: Introduction to Recommender Systems:  Non-Personalized and Content-Based
Modules:
Intro to Recommender Systems, Intro to Course and Specialization
Movielens Tour, Preferences and Ratings, Predictions and Recommendations, Taxonomy of Recommenders I, Taxonomy of Recommenders II, Tour of Amazon.com, Recommender Systems: Past, Present and Future, Introducing the Honors Track, Honors: Setting up the development environment
Non-Personalized and Stereotype-Based Recommenders, Summary Statistics I, Summary Statistics II, Demographics and Related Approaches, Product Association Recommenders, Assignment #1 Intro Video, Assignment Intro: Programming Non-Personalized Recommenders
Introduction to Content-Based Recommenders, TFIDF and Content Filtering, Content-Based Filtering: Deeper Dive, Entree Style Recommenders -- Robin Burke Interview, Case-Based Reasoning -- Interview with Barry Smyth, Dialog-Based Recommenders -- Interview with Pearl Pu, Search, Recommendation, and Target Audiences -- Interview with Sole Pera, Beyond TFIDF -- Interview with Pasquale Lops
Assignment #2 Introduction: Content-Based Filtering in a Spreadsheet, Honors: Intro to programming assignment
Unified Mathematical Model, Psychology of Preference & Rating -- Interview with Martijn Willemsen
Course: Troubles du spectre de l'autisme : biologie et neurosciences
Modules:
Bande-annonce du MOOC, Présentation du MOOC, Introduction, Présentation des différents modules, Introduction sur les facteurs environnementaux, Facteurs liés à la conception et à la grossesse - Partie 1, Facteurs liés à la conception et à la grossesse - Partie 2, Facteurs externes pendant la grossesse - Partie 1, Facteurs externes pendant la grossesse - Partie 2, Facteurs environnementaux liés aux expositions issues de l’environnement naturel et industriel, Facteurs environnementaux qui conduisent à un isolement ou une déprivation sociale, Illustration, Introduction à la génétique dans l'autisme, Les bases génétiques des TSA, CNVs et SNVs dans le Trouble du Spectre Autistique, Le séquençage à haut débit, Utilité d’un diagnostic moléculaire, Étapes et défis de la démarche génétique, Conclusion du Module 1
La théorie du manque de cohérence centrale, Empathie-systématisation et Cerveau Masculin Extrême, L’hypothèse de la motivation sociale, Trouble de la prédiction, Système sensoriel dans le TSA, Difficultés d'attention et processus attentionnel, Système de la récompense, Cerveau social et langage, Conclusion du Module 2
Historique de l'eye-tracking et utilité, Mesure de l'orientation sociale, Suivi des interactions sociales, Les paradigmes d'attention visuelle, Quelles attentes pour les nouvelles technologies ?, Nouvelles technologies : Exemples, Conclusion du Module 3
Analyse des comportements sociaux avec les modèles animaux, Modèles animaux des TSA : modèles génétiques ou environnementaux, Étude des circuits, synapses et intervention sur ces circuits, Anomalie de la structure du cortex, Trajectoire de croissance et périodes critiques dans le développement cérébral, Remédiation et intervention sur les trajectoires, Hétérogénéité des altérations dans le spectre, Différences cérébrales associées au genre, Conclusion du Module 4
Introduction sur l’alimentation et troubles gastro-intestinaux associés aux TSA, Introduction au microbiote, Mécanismes d'intéraction entre microbiote et cerveau, Facteurs impactant la composition du microbiote, Modification du microbiote et application thérapeutique, Compléments alimentaires, Régimes dans les TSA, Introduction au sommeil, La nature des troubles du sommeil dans le TSA, Causes et conséquences des troubles du sommeil chez les enfants TSA, Pistes d'intervention, Conclusion du Module 5
Introduction à la psychopharmacologie de l'autisme, Axe 1 : Traitement des symptômes et comorbidités associées à l’autisme, Axe 1 :  Traitement des symptômes core, Perspectives futures et essais contrôlés et randomnisés ainsi que Open Label, Axe 2 : Approche moléculaire mécanique, Médecine Personnalisée, La compliance, Conclusion du Module 6, Conclusion générale du MOOC
Course: Liderar equipes
Modules:
01.01 - Introdução: Projetando sua equipe para a excelência, 01.02 - Projetando sua equipe com o cliente em mente, 01.03 - Qual é o tamanho ideal da equipe?, 01.04 - Dados demográficos: Como a diversidade demográfica afeta as equipes, 01.05 - Falhas demográficas: Tenha muito cuidado!, 01.06 - Personalidade: Como a diversidade de personalidade afeta as equipes, 01.07 - Diversidade baseada em valores nas equipes (Parte 1), 01.08 - Diversidade baseada em valores nas equipes (Parte 2), 01.09 - Valores da equipe e fit pessoa-equipe, 01.10 - Criando um clima de colaboração, 01.11 - Definição de metas em equipes, 01.12 - Gerenciando as expectativas individuais, 01.13 - Enfatizando as metas compartilhadas, 01.14 - Evitando a autossimilaridade na composição de equipes, 01.15 - Recapitulação: Projetando sua equipe para a excelência
02.01 - Estruturando sua equipe para a excelência: Estudo de caso da Apollo 13, 02.02 - Departamentalização: Como agrupar e organizar as tarefas na equipe, 02.03 - Centralização: Como estruturar a tomada de decisões na equipe, 02.04 - Recompensas: Como estruturar as recompensas na equipe, 02.05 - Recompensas e punições da equipe, 02.06 - Virtualidade: Como gerenciar estruturas de equipe virtual, 02.07 - Funções: Como definir e organizar as funções na equipe, 02.08 - Cada função é importante nas equipes, 02.09 - Manter os indivíduos motivados quando não eles não estão em sua função preferida, 02.10 - Normas: Como criar normas produtivas na equipe, 02.11 - Criando uma cultura de trabalho em equipe através de normas e expectativas, 02.12 - Estatutos da equipe: Uma ferramenta para projetar sua equipe, 02.13 - Recapitulação: Estruturando sua equipe para a excelência
03.01 - Coordenação, 03.02 - Efeito da informação comum, 03.03 - Folga social, 03.04 - Idioma, 03.05 - Trabalhando entre culturas, 03.06 - Gerenciamento de conflitos, 03.07 - Solução de conflitos de tarefas, 03.08 - Recapitulação: Gerenciar a dinâmica da equipe
04.01 - Avaliação do desempenho da equipe, 04.02 - Avaliação de desempenho, 04.03 - Gerenciamento da satisfação dos colegas de equipe, 04.04 - Gerenciamento do desempenho da equipe, 04.05 - Criatividade, 04.06 - Segurança psicológica, 04.07 - Como envolver sua equipe, 04.08 - Punir e abraçar, 04.09 - Construindo um ambiente seguro, 04.10 - Memória transativa, 04.11 - Facilitando o aprendizado da equipe, 04.12 - Aprendendo com a adversidade, 04.13 - Estimular uma mentalidade de aprendizado, 04.14 - Construindo o sucesso da equipe, 04.15 - Criando desempenho de equipe sustentável
Course: The 4 Core Change Principles
Modules:
Welcome to "The 4 Core Change Principles", The Power of "And", Management + Leadership, Head + Heart
Have To + Want To, Change Imposed is Change Opposed, Select Few + Diverse Many, Diversity Broadens Perspectives
Congratulations!
Course: AWS Organizations Getting Started
Modules:
AWS Organizations Getting Started
Course: Statistics for Genomic Data Science
Modules:
Welcome to Statistics for Genomic Data Science, What is Statistics?, Finding Statistics You Can Trust (4:44), Getting Help (3:44), What is Data? (4:28), Representing Data (5:23), Module 1 Overview (1:07), Reproducible Research (3:42), Achieving Reproducible Research (5:02), R Markdown (6:26), The Three Tables in Genomics (2:10), The Three Tables in Genomics (in R)	(3:46), Experimental Design: Variability, Replication, and Power (14:17), Experimental Design: Confounding and Randomization (9:26), Exploratory Analysis (9:21), Exploratory Analysis in R Part I (7:22), Exploratory Analysis in R Part II (10:07), Exploratory Analysis in R Part III (7:26), Data Transforms (7:31), Clustering (8:43), Clustering in R (9:09)
Module 2 Overview (1:12), Dimension Reduction (12:13), Dimension Reduction (in R)	(8:48), Pre-processing and Normalization (11:26), Quantile Normalization (in R) (4:49), The Linear Model (6:50), Linear Models with Categorical Covariates (4:08), Adjusting for Covariates (4:16), Linear Regression in R	(13:03), Many Regressions at Once (3:50), Many Regressions in R	(7:21), Batch Effects and Confounders (7:11), Batch Effects in R: Part A (8:18), Batch Effects in R: Part B (3:50)
Module 3 Overview (1:07), Logistic Regression (7:03), Regression for Counts	(5:02), GLMs in R (9:28), Inference (4:18), Null and Alternative Hypotheses	(4:45), Calculating Statistics (5:11), Comparing Models (7:08), Calculating Statistics in R, Permutation (3:26), Permutation in R (3:33), P-values	(6:04), Multiple Testing (8:25), P-values and Multiple Testing in R: Part A	(5:58), P-values and Multiple Testing in R: Part B (4:23)
Module 4 Overview (1:21), Gene Set Enrichment	(4:19), More Enrichment (3:59), Gene Set Analysis in R	(7:43), The Process for RNA-seq (3:59), The Process for Chip-Seq (5:25), The Process for DNA Methylation (5:03), The Process for GWAS/WGS (6:12), Combining Data Types (eQTL) (6:04), eQTL in R (10:36), Researcher Degrees of Freedom	 (5:49), Inference vs. Prediction (8:52), Knowing When to Get Help	(2:31), Statistics for Genomic Data Science Wrap-Up (1:53)
Course: Data Manipulation in RPA
Modules:
Welcome, Introduction to Variables and Their Properties, Types of Variables in Studio, Introduction to Variables Panel and Managing Variables, Introduction to Scope of a Variable, Demonstration-Creating Variables
Introduction to Arguments and Their Properties, Managing Arguments through Arguments Panel, Introduction to Argument Directions, Demonstration-Creating and Initializing Arguments
Introduction to Data Manipulation and Conversion, Demonstration-Data Conversion
String and DataTable Manipulation, Demonstration-String Manipulation, Introduction to RegEx in Studio, Demonstration-Using Regex Builder, Introduction to DataTables and Creating DataTables, Demonstration-Building a DataTable, Demonstration-Sorting a DataTable
Introduction to Collection Variables, Introduction to Lists, Demonstration-Working with Lists, Introduction to Dictionaries, Demonstration-Working with Dictionaries
Course: Generative AI for Executives
Modules:
Generative AI for Executives
Course: Habilidades humanas y de negocios para negociar
Modules:
Introducción a negocios y negociaciones
Identidad de los negociadores, Análisis del oponente
Deseos y problemas del oponente, El inicio de la negociación, Preguntas para deseos y problemas
Ofrecimiento de soluciones, Palabras e imágenes, La escucha
Manejo de objeciones, El cierre de la negociación, Aspectos clave del curso, Habilidades humanas y de negocios para negociar en el contexto de la pandemia por COVID19
Course: Analíticas de Datos con Pandas
Modules:
Importancia de la librería Pandas, Elementos relevantes de la librería Pandas
Características relevantes de la librería Pandas, Aspectos relevantes de las funciones en Pandas
Tipos de versiones en Pandas, Sectores de la industria que utilizan Pandas
Aspectos relevantes de la librería Pandas, Aspectos relevantes en la visualización de datos, Entrevista con el experto
Course: Bayesian Statistics: Time Series Analysis
Modules:
Welcome to Bayesian Statistics: Time Series, Stationarity, The autocorrelation function (ACF), ACF, PACF, Differencing and Smoothing: Examples, The AR(1), Simulating from an AR(1) process, Maximum likelihood estimation in the AR(1), Bayesian inference in the AR(1), Bayesian inference in the AR(1): Conditional likelihood example
Definition and state-space representation, Examples, ACF of the AR(p), Simulating data from an AR(p), Bayesian inference in the AR(p): Reference prior, conditional likelihood, Model order selection, Example: Bayesian inference in the AR(p), conditional likelihood, Spectral representation of the AR(p), Spectral representation of the AR(p): Example
NDLM: Definition, Polynomial trend models, Regression models, The superposition principle, Filtering, Filtering in the NDLM: Example, Smoothing and forecasting, Smoothing in the NDLM: Example, Second order polynomial: Filtering and smoothing example, Using the dlm package in R
Fourier representation, Building NDLMs with multiple components: Examples, Filtering, Smoothing and Forecasting: Unknown observational variance, Specifying the system covariance matrix via discount factors, NDLM, Unknown Observational Variance: Example, EEG data, Google trends
Data Analysis Project
Course: Pre-MBA Quantitative Skills: Accounting
Modules:
About the Specialization, Welcome to the Course, Meet the Professor
Rountree Roundup Part 1 - What Makes an MBA Student Successful?, Introduction to the Language of Accounting, Balance Sheet Pt. 1, Balance Sheet Pt. 2, Income Statement, Income Statement Transactions, Comprehensive Example
Rountree Roundup Part 2 - The Secret Lives of Basement Interns, Double Entry, Double Entry and Transactions, Assets on the Balance Sheet, Liabilities and Equity, Double Entry Practice, Week 2 Recitation
Rountree Roundup Part 3 - Cash Rules Everything Around James (C.R.E.A.J.), Cash Flow Intro, Direct Cash Flows, Direct vs Indirect Cash Flows, Amazon's Operating Cash Flows, Amazon's Investing Cash Flows, Amazon's Financing Cash Flows, Cash Flow Complications, Direct and Indirect Cashflows Problem Set
Rountree Roundup Part 4 - One Weird Trick, Investors Hate Him, Relationships Between Financial Statements, Creating the Statement of Stockholder's Equity, Corsair Gaming Financial Statement Review, Corsair Gaming Statement of Stockholders' Equity, Micky D's Financial Statement Review, CVS Financial Statement Review, Course Conclusion
Course: Análise de oportunidade de Blockchain
Modules:
Introdução ao curso, Apresentação do Instrutor, Transformações da Blockchain para todos os setores, Perspectiva do profissional: Rob Carter, CIO da FedEx, Como usar o Blockchain Case Commons, Perspectiva do profissional: Mihai Alisie, co-fundador da Ethereum, CEO da AKASHA
Problemas que a Blockchain pode, ou não pode, resolver, Rob Carter, CIO da FedEx, Oleg Fomenko, co-fundador da Sweatcoin, Ana Trbovich, co-fundadora e COO da Grid Singularity, Yaniv Neu-Ner, fundador da Counter, Will Harborne, Diretor de Operações da Ethfinex, Siddharth Singhal, Desenvolvimento de Negócios da APAC e Relações Estratégicas na R3, Perspectiva do profissional - Hariton Korizis, co-fundador e arquiteto-chefe da ResonanceX, Como usar uma matriz de decisão
Visão geral do módulo: Posicionamento, Perspectiva do profissional: Rolf Hoefer, Keyless Technologies
Visão geral do módulo: Inovação do modelo de negócios, Perspectiva do profissional: Ana Trbovich, co-fundadora e COO da Grid Singularity
Preparando sua entrega final, Conclusão do Curso, Finalização da Especialização
Course: Estructuras y gestión de bases de datos con MySQL
Modules:
Introducción al programa, Introducción al curso, Cómo utiliza Meta MySQL, Filtrado de datos mediante los operadores lógicos AND, OR y NOT, Filtrado de datos mediante operadores lógicos IN, BETWEEN y LIKE, MySQL aliases, JOINS, INNER JOIN, LEFT y RIGHT JOIN, SELF-JOIN, Operador UNION de MySQL, MySQL GROUP BY, MySQL HAVING, Resumen del módulo: Introducción a MySQL
Sentencia REPLACE de MySQL, Restricciones en MySQL, Restricciones en la práctica, MySQL ALTER TABLE, MySQL COPY TABLE, Subconsultas en MySQL, Subconsultas y operadores de comparación complejos, MySQL CREATE VIEW, Resumen del módulo: Actualizar bases de datos y trabajar con vistas
Funciones numéricas, Funciones de cadena, Funciones de fecha, Funciones de comparación, Funciones de flujo de control, Procedimientos almacenados en MySQL, Resumen del módulo: Funciones y procedimientos almacenados de MySQL
Resumen del curso, Resumen del curso
Course: Vers l'infiniment petit - Voyages de l'infiniment grand à l'infiniment petit
Modules:
En route vers l'infiniment petit, Du noyau au quark, E=mc2 et ses conséquences
Les interactions fondamentales, Le Modèle Standard, A la découverte de nouvelles particules
Les accélérateurs de particules, Détecter les particules
Le LHC, Les projets pour l'Avenir
Course: Combining Scrum with Other Agile Methodologies
Modules:
Introduction, Building the Unique Agile Solution, Test Driven Development Example, Example: Continuous Integration, Adding Specialty Agile Principles and Practices to Scrum, Pair Programming, Behavior Driven Development
Lean Practices Combined with Scrum, Crossfunctional Teams
The DevOps Methodology, DevOps and Virtualization, DevOps in Continuous Deployment and Releasing
Course: Research Data Management and Sharing
Modules:
Welcome, Research Data Defined, Types of Data and Metadata, Research Data Lifecycle, Why Manage Data?, Data Management Stakeholders, Data Management Across the Research Lifecycle, "What Are Data?", "Why is Data Management Important?"
Introduction to Data Management Plans, Funding Agency Requirements, Data Management Plan Content, Data Management Planning Tools
Good File Management in Research, File Naming, Versioning, File Formats, Data Transformations, Documentation, Data Citation, Storage, Backup, Data Security, Encryption, Interview - Natalia Calanzani, Interview - Shaun Bevan, "How does good data management add value to research?", "Do you think data sharing helps to reduce waste and increase transparency of research?"
Benefits of Sharing, Challenges to Sharing, Data Citations, Protecting Confidentiality (Part 1), Protecting Confidentiality (Part 2), Intellectual Property and Data Ownership, Access, "What Are the Benefits of Sharing Data?", "What Are the Drawbacks of Sharing Data?"
Why Archive Data?, Authenticity and Integrity, Metadata, Demonstrating Trustworthiness, Data Curation Standards and Best Practices (Part 1), Data Curation Standards and Best Practices (Part 2), "Why is Archiving Data Important?", "Why is Digital Preservation Important?", Conclusion
Course: Data Analytics Foundations for Accountancy II
Modules:
Welcome to Data Analytics Foundations for Accountancy II, Meet Professor Brunner, Learn on Your Terms
Introduction to Module 1, Introduction to Machine Learning, Introduction to Linear Regression, Introduction to k-nn
Introduction to Module 2, Introduction to Fundamental Algorithms, Introduction to Logistics Regression, Introduction to Decision Trees, Introduction to Support Vector Machine
Introduction to Module 3, Introduction to Modeling Success, Introduction to Bagging, Introduction to Boosting, Introduction to ML Pipelines
Introduction to Module 4, Introduction to Overfitting, Introduction to Cross-Validation, Introduction to Model-Selection, Introduction to Regularization
Introduction to Module 5, Introduction to Practical Machine Learning, Introduction to Naive Bayes, Introduction to Gaussian Processes
Introduction to Module 6, Practical Concerns with Machine Learning, Introduction to Feature Selection, Introduction to Dimension Reduction, Introduction to Manifold Learning
Introduction to Module 7, Introduction to Clustering, Introduction to Spatial Clustering, Introduction to Density-Based Clustering, Introduction to Mixture Models
Introduction to Module 8, Introduction to Anomaly Detection, Statistical Anomaly Detection, Machine Learning and Anomaly Detection
Course: Communication Principles for Leaders
Modules:
Importance of Reputation, What has changed in the world, Big questions to answer, How to communicate in this new world
Why should we communicate with different stakeholders?, Tools for building communication with different stakeholders, How to deal with media, How to deal with social media and influencers, Recording of Communication Principles for Leaders Live Session on 21-11-18 20:18:22 [58:52]
Why do we invest in employee communication?, What is employee communication?, What does change after COVID-19, What do they want? How to make employee communication more assertive, Recording of Live Session - Communication Principles for Leaders on 22-07-01 12:31:28 [33:21]
Leadership challenges nowadays, What is leadership communication?, Dialogue as resources for leaders
The power of silence, The power of listening, The power of your words, The power of questions, The power of storytelling, What is your superpower?, Bonus track, Recording of Live Session - Communication Principles for Leaders on 22-07-15 20:08:49 [55:02]