dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Evolución: Síntesis extendida
Modules:
Introducción: historia y desarrollo de la Evo-Devo, Introducción: historia y desarrollo de la Evo-Devo. Parte 2, Conceptos centrales de la Evo-Devo, Fundamentos de la Evo-Devo: Mecanismos genéticos en la evolución y el desarrollo, Fundamentos de la Evo-Devo: Mecanismos genéticos en la evolución y el desarrollo. Parte 2, Robustez y sesgos en el desarrollo, Robustez y sesgos en el desarrollo. Parte 2, La importancia de la Evo-Devo, La importancia de la Evo-Devo. Parte 2
Introducción a la plasticidad fenotípica, Modelos de plasticidad fenotípica, Modelos de plasticidad fenotípica. Parte 2, Causas próximas y últimas, Causas próximas y últimas. Parte 2, Plasticidad fenotípica y evolucionabilidad, Cierre del módulo
Introducción a la herencia inclusiva, Epigenética, Epigenética. Parte 2, Epigenética. Parte 3, Herencia somática, Relevancia evolutiva de la herencia epigenética, Epigenética de poblaciones, Epigenética de poblaciones. Parte 2
Introducción a la construcción de nichos, La teoría de la construcción de nicho, Construcción de nicho cultural, Construcción de nicho cultural. Parte 2, La Eco-Evo-Devo, La nueva síntesis, La nueva síntesis. Parte 2
Course: AWS: Security and Cost Optimization strategies
Modules:
Cost-effectiveness & Cloud Analytics, Cost Management & AWS Cost Explorer, AWS Cost Explorer - Lab, Consolidated Billing, AWS Trusted Advisor - Lab - Part 1, AWS Trusted Advisor - Lab - Part 2, EC2 Pricing, Optimizing Costs & Tagging in the Cloud
Introduction to IAM, AWS Shared Responsibility Model, Data Protection, Security & Compliance in AWS, Disaster Recovery, Warm Standby - Part 1, Warm Standby - Part 2, Backup and Restore & AWS Pilot Light
Course: Formação sobre a COVID-19 para Profissionais de Saúde
Modules:
CARACTERÍSTICAS-CHAVE DA COVID-19, Equipamento de Protecção Individual
Identificação e abordagem do paciente, Avaliação do Choque à Cabeceira, Avaliação do paciente dispneico - clínico, COVID em Pacientes Pediátricos, Síndrome Inflamatória Multissistêmica em Crianças (SIM-C), Realização de uma Visita Virtual
Achados de ultra-som pulmonar em pacientes com COVID-19, Avaliação do Paciente Dispneico -Diagnóstico Laboratorial, Testes de Diagnóstico em COVID-19
Tratamento de paciente com dispneia leve, Tratamento do Paciente Com Dispneia Moderada - Parte 1, Tratamento do Paciente Com Dispneia Moderada - Parte 2
Tratando o Paciente Severamente Dispneico - Parte 1, Tratamento de Paciente com Dispneia Grave - Procedimentos, Tratando o Paciente Severamente Dispneico - Parte 2, Tratamento do Paciente com Dispneia Grave – Parte 3
Gerenciamento do Ventilador – Parte 1, Gerenciamento do Ventilador – Parte 2
Course: Applying Machine Learning to your Data with Google Cloud
Modules:
Course Introduction
Introduction to Machine Learning, Demo: Google Photos, What is deep learning?, ML Applications for Business, ML Terms: Instances, Features, Labels, The Spectrum of ML Tools
Pre-Trained ML Models, Demo: Cloud Translate and Vision APIs, Demo: Natural Language Processing API, Getting Started with Google Cloud Platform and Qwiklabs
What makes a dataset good for ML?, Choosing good features, Exploring and Preprocessing Data, Other Tools for Creating Data Pipelines, Knowing the Unknowable, Creating Repeatable Dataset Splits
Introducing BigQuery Machine Learning, Phases of Model Building, Lab Intro: Predicting Visitor Return Purchases with BigQuery
Course Summary
Course: Welding Processes in Heavy Manufacturing & Quality Controls
Modules:
About the Specialization, About the Course, Overview of Shielded Metal Arc Welding (SMAW), Overview of Gas Tungsten Arc Welding (GTAW), Overview of Gas Metal Arc Welding (GMAW), Overview of Flux Cored Arc Welding (FCAW), Overview of  Submerged Arc Welding(SAW) - Part I, Overview of  Submerged Arc Welding(SAW) - Part II, Overview of Electro Slag Strip Cladding (ESW Strip Cladding), Overview of SASC (Submerged Arc Strip Cladding), Overview of Plasma Arc Welding, Overview of  Laser Beam Welding, Overview of Electron Beam Welding, Overview of Resistance Welding, Overview of Additive Manufacturing
Thermit Welding, Friction Stir Welding - Part I, Friction Stir Welding - Part II, Tandem Welding, Explosive Welding, Multipass Welding, Welding Parameters in Quality Weld, Stress Relieving, Normalising, Tempering, Types of Furnaces
Introduction to Quality Control, Design for Inspection, Non-destructive Inspection-I: Part A, Non-destructive Inspection-I: Part B, Non-destructive Inspection-I: Part C, Non-destructive Inspection-II: Part A, Non-destructive Inspection-II: Part B, Non-destructive Inspection-III, Standards & Codes, Dimensional Check - I, Dimensional Check - II, Destructive Testing-I: Part A, Destructive Testing-I: Part B, Surface Preparation and its Methods, Automation in Welding Process - Part 1 A, Automation in Welding Process - Part 1 B, Automation in Welding Process - Part 1 C, Automation in Welding Process - Part 2 A, Automation in Welding Process - Part 2 B, Automation in Welding Process - Part 2 C, Industry 4.0 - Part 1, Industry 4.0 - Part 2 A, Industry 4.0 - Part 2 B, Industry 4.0 - Part 2 C, Digitalization - Part 1 A, Digitalization - Part 1 B, Digitalization - Part 2 A, Digitalization - Part 2 B
Course: Exécuter le projet
Modules:
Introduction au Cours 4, L’importance du suivi, Éléments courants à suivre, Différentes méthodes de suivi, Belinda : suivi et gestion d’un budget, Pranjal : Gestion de plusieurs pistes, Pourquoi les risques et les changements se produisent, Identification et suivi des dépendances, Techniques pour aider à gérer les risques, Signaler les problèmes, Communiquer les changements à l’équipe, Synthèse
Introduction: Gestion de la qualité et amélioration continue, Concepts clés de gestion de la qualité, Favoriser les relations avec les clients à l'aide de compétences en communication, Mesurer la satisfaction de la clientèle, Assurer l'accessibilité lors de la collecte des commentaires, Sue: L'importance de comprendre les besoins des clients, Amélioration continue et amélioration des processus, Cadres d'amélioration axés sur les données, Différencier les projets des programmes, Jacob: Cultiver un état d'esprit d'amélioration continue, Le but d'une rétrospective, Mener une rétrospective, Gernot: Utiliser les rétrospectives pour se remettre sur les rails, Synthèse
Introduction : Prise de décision fondée sur des données, La valeur des données, Types courants de données de projet, Discerner les données importantes, Utiliser l'analyse de données pour éclairer les décisions, Présenter les données pour raconter l'histoire d'un projet, Outils de visualisation des données, Techniques de présentation efficaces, Rendre les présentations accessibles, Synthèse
Introduction : Compétences en matière de leadership et d'influence, La nécessité de travailler en équipe sur un projet, Les facteurs qui influent sur l'efficacité d’une équipe, Diriger des équipes performantes, Emilio : Apprendre à diriger, Établissement de l'équipe et gestion de la dynamique d'équipe, Rowena : Déléguer les détails, Leadership éthique et inclusif, Les étapes d'une influence efficace, Utiliser les sources de pouvoir pour influencer, Chris : Influencer les autres en démontrant l'incidence du projet, Synthèse
Introduction: Communication de projet efficace, Communiquer de différentes manières, Outils de communication courants, Comment organiser des réunions efficaces, Types courants de réunions de projet, Synthèse
Introduction : Clôture d'un projet, L'importance de la clôture du projet, Le processus de clôture pour les clients et les partenaires, Le processus de clôture pour l'équipe, Sarah : Pourquoi j'aime les rétrospectives, Le processus de clôture pour le chef de projet, Résumé du cours
Course: Embajador de la Vacuna COVID: Cómo Hablar con los Padres
Modules:
¿Qué es indecisión sobre la vacuna?, Estrategias de comunicación efectivas, Cómo generar empatía y confianza en las conversaciones
Aspectos básicos del sistema inmunitario, Descripción general del virus SARS-CoV-2
JHU: ARNm viaje dentro del cuerpo, Operation Warp Speed
¿Qué es la información errónea?, Cómo se propaga información errónea, Identificar información errónea
¿Por qué debería vacunar a su hijo de 5 a 11 años?, Cómo reducir la transmisión de COVID en las escuelas, Vacuna de COVID-19 Q&A
Course: Healthy and Sustainable Foods
Modules:
Meet Your Instructors, Course Introduction, Introduction to Food Sustainability & Health, How Do We Account for Both Nutrition and Environmental Impacts? (Part A), How Do We Account for Both Nutrition and Environmental Impacts? (Part B), Environmental Impacts of Foods (Part A), Environmental Impacts of Foods (Part B), Environmental Impacts of Foods (Part C), How to Use the $ in Excel: A Tutorial Activity, How to Find a Value in a List in Excel: A Tutorial Activity
Dietary Risk Factors (DRFs) - Part A, Dietary Risk Factors (DRFs) - Part B, Dietary Risk Factors (DRFs) - Part C, Dietary Risk Factors (DRFs) - Part D, Health Nutritional Index (HENI) - Part A, Health Nutritional Index (HENI) - Part B, Health Nutritional Index (HENI) - Part C, Combined Nutritional and Environmental Performances - Part A, Combined Nutritional and Environmental Performances - Part B
Pizza Case Study - Part A, Pizza Case Study - Part B, Pizza Case Study - Part C, Diet Comparison - Part A: Nutritional Performance of the Average US Diet, Diet Comparison - Part B: Nutritional Disparities, Diet Comparison - Part C: Environmental Disparities, Diet Comparison - Part D: Swiss Average and Vegetarian Diets, Diet Comparison - Part E: Organic vs Healthy, Diet Comparison - Part F: Organic & Veggie Diets and Communication, Food Summary
Course: Responsible Reporting on Suicide for Journalists
Modules:
Introduction to Suicide, CDC Explains Why Media Is Crucial to Suicide Prevention, Suicide Statistics and Trends
Guidelines to Reporting on Suicide, The Werther Effect, The Papageno Effect, Communicating the Method
Story Framing, Interviewing, Story Production, The Editing Process, Social Media, Your Mental Health
Course: Computational Vision
Modules:
Vision as a Computational Problem
Finding Edges, Depth Perception, Object Recognition
Mental Imagery and the Brain, Mental Imagery and the "Turn Towards Neuroscience"
Perceptrons, Multi-Layer Networks, Deep Learning for Object Recognition
Course: Pathways to Civic Engagement
Modules:
Welcome to Module 1, Lecture: Civic Engagement, Lecture: Building and Using Social Capital, Spotlight on Service Learning: An Interview with Pat Smith (Part 1 of 3), Spotlight on Service Learning: An Interview with Pat Smith (Part 2 of 3), Spotlight on Service Learning: An Interview with Pat Smith (Part 3 of 3)
Welcome to Module, Lecture: Engaging with the Community, Lecture: Civic Engagement in a Diverse Society
Welcome to Module 3, Lecture: Civic Engagement to Address Homelessness, Civic Engagement to Address Poverty and Food Insecurity
Welcome to Module 4, Civic Engagement to Address Immigrants and Refugees, Civic Engagement to Address Disabilities and Mental Illness
Course: Managing Up
Modules:
Welcome to Managing Up!
Practice the Solution: Building relationships with coworkers, Infographic: Building a coalition of coworkers, Coalitions amplify feedback to supervisors: Key Takeaways
Practice the Solution: Giving feedback in a growth mindset context, Infographic: Spreading a growth mindset in the workplace, Receptiveness to feedback is necessary for growth: Key Takeaways
Practice the Solution: Cultivate liking in your workplace, Infographic: Cultivate liking to encourage managing up, Liking needs authenticity: Key Takeaways
Final Thoughts
Course: Space is Everywhere
Modules:
Lesson 1 Overview, Video Capsule Introduction, Video Capsule, Discussion Prompt, Your Path, Connections, Crew Questions, Transporter, The Future, Wrap Up
Lesson 2 Overview, Video Capsule Introduction, Video Capusle, Discussion Prompt, Your Path, Connections, Crew Questions, Transporter #1, The Future, Wrap Up
Lesson 3 Overview, Video Capsule Introduction, Video Capsule, Discussion Prompt, Your Path, Connections, Crew Questions, The Future, Wrap Up
Lesson 4 Overview, Video Capsule Introduction, Video Capsule, Discussion Prompt, Your Path, Connections, Crew Questions, Transporter, The Future, Wrap Up
Lesson 5 Overview, Video Capsule Introduction, Video Capsule, Discussion Prompt, Your Path, Connections, Crew Questions, The Future, Wrap Up
Lesson 6 Overview, Video Capsule Introduction, Video Capsule, Discussion Prompt, Your Path, Connections, Crew Questions, The Future, Lesson Wrap Up
Lesson 7 Overview, Video Capsule Introduction, Video Capsule, Discussion Prompt, Your Path, Connections, Crew Questions, Transporter, The Future, Lesson Wrap Up
Lesson 8 Overview, Video Capsule Introduction, Video Capsule, Discussion Prompt, Your Path, Connections, Crew Questions, Transporter, The Future, Lesson Wrap Up
Lesson 9 Overview, Discussion Prompt, Final Crew Meet Ups, VIP Transporter, Special Recognition, Final Wrap Up
Course: Getting Started in Port Scanning Using Nmap and Kali Linux
Modules:
Course Overview, Introducing Kali Linux and Network Security Tools, Versioning Nmap, Understanding Nmap Scans, Working with Nmap and Wireshark
Default Host Discovery, Implementing Default Host Discovery as a Standard User, Understanding the Robust Nature of Host Discovery as Root, Working with Host Discovery Options as Root, Understanding Host Lists, Creating Nmap Host Lists in Kali Linux
Understanding Port Selection, Port Selection and Output, Differentiate Scan Types, Controlling and Evaluating Scan Types, Understanding Aggressive Techniques, Versioning the Software and Operating System (OS) with Nmap and Kali Linux, Auditing Secure Shell (SSH) Servers with Kali Linux
Why Use Configuration Management?, Installing and Testing Ansible in Kali Linux, Understand Ansible Ad-Hoc Commands and Playbooks, Configuring Firewall Using Ansible, Understanding Handlers and Tasks in Ansible, Securing the Secure Shell (SSH) Server Using Ansible, Summary
Course: ASP.NET Core Foundation
Modules:
Specialization Introduction, Course Introduction, Meet Your Instructor, What you will learn in this Lesson, Introduction to .NET Core and its features, .NET Core Version History, Difference Between .NET Framework and .NET Core, Setting up a development environment with VS code, What you will learn in this Lesson, Introduction to .NET CLI, .NET CLI Commands, The .Net Core Platform, Demo: Building a basic .NET Core console application
What you will learn in this Lesson, Introduction to C#, History of C# Version, C# Code Execution, Installing and Configuring C# in Visual Studio, Variable and DataType, Demo: C# Hello World Program, What you will learn in this Lesson, Operators and Operators Precedence, Conditional Statements, Loops, Jump Statements, What you will learn in this Lesson, Arrays and Types of Arrays, Manipulating Arrays, Strings and String Methods, Manipulating Strings, What you will learn in this Lesson, Object-Oriented Programming Concepts, Classes and Objects, Encapusulation and Abstraction, Constructors, Inheritance
What you will learn in this Lesson, Polymorphism, Abstract Classes, Interfaces, Static Class and Static Methods, Extension Methods, Partial Class and Partial Methods, What you will learn in this Lesson, Property, Indexer, Enum in C#, Exception Handling, Handling Exceptions in Console Application, What you will learn in this Lesson, Anonymous Type, Delegates, Events, Anonymous Methods, Lambda Expression, Expression Tree, What is Synchronous and Asynchronous?, Asynchronous Programming Patterns in .NET, Asynchronous Programming Model (APM), Event-based Asynchronous Pattern (EPM), Task-based Asynchronous Pattern (TAP)
Course: European Business Law: Understanding the Fundamentals
Modules:
Welcome, The History of the EU- A Changing Europe, The Institutions of the EU, The Court of Justice of the EU, Treaties of the European Union, The Treaty on the Functioning of the European Union, Part I, The Treaty on the Functioning of the European Union, Part II
Introduction to EU Law Sources, Treaties and Legislation, Case Law, Commission Documents
EU Competences: The Principles of Conferral and Subsidiarity, The Effects of EU Law, The Principle of Fundamental Rights, The Principle of Proportionality, The Principle of Non-discrimination, The Principle of Legal Certainty
Introduction, Enforcement of EU rights at national level, Challenging an EU act
Internal Market, Free Movement of Goods, Free Movement of Persons, Freedom of Establishment, Free Movement of Services, Free Movement of Capital
Principles and Institutional Setup, Fields of the External Dimension, Part I, Fields of the External Dimension, Part II, Fields of the External Dimension, Part III, The EEA Agreement, International Trade Agreements
Course: Introduction to the Cloud for Clinicians
Modules:
Introduction to the Cloud for Clinicians
Course: Guitar Performance Techniques
Modules:
Welcome!, Connect with Your Classmates, Course Resources, Earn A Course Certificate
Warming Up Your Mind and Visualizing, Warming Up Your Body, Warming Up Your Picking Hand, Warming Up Your Fretting Hand, Synchronizing Your Picking and Fretting Hands, Warming Up In Tempo: Minor Triad Arpeggios, Warming Up In Tempo: Major, Augmented, and Diminished Arpeggios
Transcribing Phrases By Ear, Transcribing Chords by Ear
Timbre, Dynamics, Note Duration, Playing in Tune, Vibrato
Performance Checklist, Know Your Gear, Pre-Performance Warm-Up, Listening and Blending On Stage, Are you looking for more?
Course: Introduction to Vertex AI Studio - Bahasa Indonesia
Modules:
Pengantar Vertex AI Studio, Coursera: Memulai dengan Google Cloud dan Qwiklabs
Course: Google Meet
Modules:
Course introduction, Agenda
Introduction to Google Meet
Using Google Meet, Start a video conference, Activity 1 explained, Join a video conference, Activity 2 explained, Adding participants to an active meeting
Collaborate in Google Meet, Manage audio and video, Use Meet controls, View and chat with participants, Change meeting layout, Google Calendar event options, Activity 3 explained, Use Companion Mode, Present and share resources in meetings
Host management in Google Meet, Host controls, Preconfigure host controls, Engage with participants, Record a meeting, Activity 4 explained, Live stream a meeting, Whiteboarding
Business challenge overview, Business challenge, Wrap up
Course: Personnel & Third-Party Security
Modules:
Education, Training, & Awareness, Social Engineering, Developing Education, Training, & Awareness
Personnel Security, Separation of Duties, On the Job Security Controls
Vendor Risk Management, Dealing with Supply Chain Threats
Acquisition Strategy, Risk Management in Acquisition
Course: Operations Analytics
Modules:
Course Introduction and Welcome, The Newsvendor Problem, Moving Averages, Trends, Seasonality, Week 1 Wrap-up, Apparel Industry
How to Build an Optimization Model, Optimizing with Solver, Network Optimization Example, (Optional) Week 2 Review, (Optional) Solver on Mac, (Optional) Solver in Google Sheets
Comparing Decisions in Uncertain Settings, Simulating Uncertain Outcomes in Excel, Interpreting and Visualizing Simulation Output, (Optional) Week 3 Review
Decision Trees, Using Simulation with Decision Trees, Using Optimization Together with Simulation, Week 4 Wrap-up, (Optional) Session 4 Review, (Optional) Advanced Session on Optimization
Course: Evaluations of AI Applications in Healthcare
Modules:
Learning Objectives, Common Definitions, Overview, Why AI is needed in Healthcare, Examples of AI in Healthcare, Growth of AI in Healthcare, Questions Answered by AI, AI Output, Think beyond area under the curve, Recap
Learning Objectives, Recap: Framework, Stakeholders, Clinical Utility, Outcome: Action Pairing, An Overview, Lead Time, Type of Action, OAP Examples, Number Needed to Treat, Net Benefits, Decision Curves, Feasibility overview, Implementation Costs, Clinical Evaluation and Uptake, Summary
Learning Objectives, The Problem, Practical Questions Prior to Deployment, Deployment Pathway, Design and Development, Stakeholder Involvement, Data Type and Sources, Settings, In Silico Evaluation, Net Utility & Work Capacity, Statistical Validity, Care Integration, Silent Mode, Clinical Integration, Considerations, Technical Integration, Deployment Modalities, Continuous Monitoring and Maintenance, Challenges of Deployment, Sepsis Example, Summary
Learning Objectives, Real World Examples of AI Bias, Introduction - Types of Bias, Historical Bias, Representation Bias, Measurement Bias, Aggregation Bias, Evaluation Bias, Deployment Bias, What is algorithmic Fairness, Anti-classification, Parity Classification, Calibration, Applying Fairness Measures, Lack of Transparency, Minimal Reporting Standards, Opportunities and Challenges, Summary
Learning Objectives, The Problem, International Definitions Used for Regulatory Purposes, Definition Statement & Risk Framework, Valid Clinical Association, Analytical Evaluation, Clinical Evaluation, General Control, de novo Notifications, Software Modification, TPLC, Locked vs Adapted AI solutions, Examples, Non-Regulated Products, EU Regulations, Chinese Guidelines, OMB Guidelines, Summary
Problem Formulation, Identifying Conflicts of Interest, Mitigating Conflicts of Interest
Introduction: Navigating the Intersections of AI and Medicine, Life Cycle of AI, A Deep Dive into Historical and Societal Dimensions, Race-Based Medicine and Race-Aware Approach, Bias Mitigation Strategies, Exploring Potentials and Ethical Quandaries, Dismantling Race-Based Medicine, Deploying AI into Healthcare Settings, Conclusion
Final Assessment Note, Claim CME Credit, Full Study Guide
Course: Code Yourself! An Introduction to Programming
Modules:
Welcome to Code Yourself!, About the Course, Algorithms and Sequence, Representation of Algorithms, Precision and Assumptions, Introduction to Scratch, Options for Using Scratch, Programming in Scratch, Selection, Selection in Scratch, Conditions within Selection, Iteration: Infinite Loops, Balloon Party! Changing the Looks of our Sprites, Modifying Programs in Scratch, Blow the Clouds Away!, A Movie with Two Characters, Summary, Interview with an Informatics Researcher, Interview with an Audiovisual Producer (Spanish with English subtitles)
Introduction, Count-controlled Loops, Condition-controlled Loops, Recreating a Tune, Music Video, Drawing Squares, Birthday Card - Butterfly Behaviour, Birthday Card - Cake Behaviour, Birthday Card - Extend with If-then-else, Birthday Card - Extend with Sounds, Face Effects with Event-driven Programming, Software Design, Cut the Fruit!, Software Requirements, Helicopter Game Design, Helicopter Game Implementation, Summary, Interview with a Software Engineer (Spanish with English subtitles), Interview with an Architect
Introduction, Helicopter Game Extension with Variables, Analysing the Pong Game, Modifying Pong with Complex Conditions, Modifying Pong into Pizza Pong, Modifying Pong into a Penalty Shootout Game, Guess the Number!, A Flower Garden with Nested Loops, Summary, Interview on Football-playing Robots, Interview with a Biotechnologist (Spanish with English subtitles)
Introduction, Catch the Mouse with Procedures, Generalising a Program for Drawing Squares, Staircase, Hunting Ghosts with Cloning, Fireworks, A Modular Program for Bursting Bubbles, Wave, Summary, Interview on Entrepreneurship and Programming (Spanish with English subtitles), Interview with a Jewelry Designer
Introduction, Zombie Game: Requirements and Interface Design, Zombie Game: Code Design, Zombie Game: Implementation of the Interface, Broom and Zombie, Zombie Game: Implementation of the Zombie Clones & Message Broadcasting, Zombie Game: Implementation of the Backdrop and Flower, Zombie Game: Implementation of Invasion and Extensions, Sharing your Projects in Scratch & Links with Python, Summary, Interview with a Computer Science Student, Interview with a Game Developer (Spanish with English subtitles)
Course: Mathematics for Machine Learning: Multivariate Calculus
Modules:
Welcome to Multivariate Calculus, Welcome to Module 1!, Functions, Rise Over Run, Definition of a derivative, Differentiation examples & special cases, Product rule, Chain rule, Taming a beast, See you next module!
Welcome to Module 2!, Variables, constants & context, Differentiate with respect to anything, The Jacobian, Jacobian applied, The Sandpit, The Hessian, Reality is hard, See you next module!
Welcome to Module 3!, Multivariate chain rule, More multivariate chain rule, Simple neural networks, More simple neural networks, See you next module!
Welcome to Module 4!, Building approximate functions, Power series, Power series derivation, Power series details, Examples, Linearisation, Multivariate Taylor, See you next module!
Welcome to Module 5!, Gradient Descent, Constrained optimisation, See you next module!
Simple linear regression, General non linear least squares, Doing least squares regression analysis in practice, Wrap up of this course
Course: Tobacco Control: Agile Policy, Research and Practice
Modules:
Welcome, Harms of Tobacco, WHO Framework Convention on Tobacco Control, The tobacco control scale, MPOWER implementation, and Tobacco industry interference, Individually focused smoking interventions
Tobacco Advertising, Promotion and Sponsorship, UK Responses to Tobacco Advertising and Promotion, Tobacco Industry Playbook
Importance of timely and robust research, National tobacco control programme in India, The Impact of smoke free laws in Brazil, Conclusion to course, Illicit Trade in Tobacco, Tobacco Control in Brazil, Tobacco Control in India, Tobacco Control in Lebanon
Course: Fundamentos de la gestión del talento humano
Modules:
Bienvenida, La consecución de candidatos, El filtrado de candidatos
Bienvenida, El método 360°, Las 7 etapas del método 360°, Los factores críticos a evaluar, Despedida
Bienvenida, Antes del feedback, Durante el feedback, Después el feedback, Cómo recibir feedback, Despedida
Bienvenida, ¿Qué son la cultura y el clima organizacional? - Parte 1, ¿Qué son la cultura y el clima organizacional? - Parte 2, La cultura y los líderes - Parte 1, La cultura y los líderes - Parte 2, Medir el clima y la cultura - Parte 1, Medir el clima y la cultura - Parte 2, Despedida
Bienvenida, Primeros pasos, Contenido y estructura, Modelo de evaluación
Bienvenida, Tipos de recursos virtuales, Tendencias del e-learning, Herramientas de creación
Bienvenida, Momentos de la evaluación, Técnicas de evaluación - Parte 1, Técnicas de evaluación - Parte 2
Bienvenida, Sistemas de gestión del aprendizaje o LMS, Evaluación de resultados
Course: ¿Cómo persuadir? Jugando con palabras, imágenes y números
Modules:
¿De qué trata este curso?
¿Cómo persuadir? Jugando con números, ¿Cómo persuadir? Jugando con imágenes, ¿Cómo persuadir? Jugando con palabras
¿Qué es la argumentación?, Argumentos: identificación y análisis, Tipos de argumentos, Falacias, Dialéctica y pragmática
Las imágenes informan, Las imágenes mienten, Organizar las imágenes en una presentación, Cómo usar las imágenes en una argumentación, ¿Qué tipo de imagen debo usar?
Una roja es mejor que dos blancas: la psicología de los números, Mis amigas, las correlaciones, El poder de lo complicado, Algunas falacias para ir tirando, Cuantificación y evidencia... ¿es el tabaco peligroso?
Course: The Art and Science of Economic Policy
Modules:
Welcome to the Course, Summary
Introduction to the Foundations of Economic Policymaking, Why do we need a Government?, The Failures of the Past, Reasons for Failure, Module Summary: The Foundations of Policymaking
Introduction to the Science of Economic Policymaking, Incentives, Pricing, Competition, Equilibrium Effects and Redistribution, The  Role of Private Players, The Power of Decentralisation, Thinking Analytically, Module Summary: The Science of Economic Policymaking
Introduction to the Art of Economic Policymaking, The Importance of Patience and Depth, Importing International Experiences, Managing Complexity, The Importance of Transparency, Criticism and Conflict, The Country is not a Company, The Role of Government: Enable, not Control, Module Summary: The Art of Economic Policymaking
Introduction to the Implementation of Economic Policy, How a Government can Implement Policy, Building State Capacity, The Importance of Knowledge Institutions, Module Summary: Implementation of Economic Policy
Thank You!
Course: Assessing Achievement with the ELL in Mind
Modules:
Introduction, The Purpose of Assessment, Challenges of Assessment, Solutions for Assessment, Language and Learning Objectives, Aligning Learning and Language Objective to Assessment, Key Concepts in Authentic Assessment, Classroom Examples of Authentic Assessment, Summary, Interview with Elizabeth Reilley
Formative Assessment, Summative Assessment, Key Features of Formative Assessment, Using Formative Language Assessment Every Day, Plenary Activities, Examples of Plenary Activities, The Relationship Between Formative and Summative Assessment, Classroom Application: Assessment, Summary, Interview with Laurie Johnson
Alternative Assessment: Portfolios, Alternative Assessment: Informal Assessment, Using Appropriate Modifications, Classroom Application: Modified Tasks, Considerations for Assessment Creation, Assessment Modifications: What NOT to do, Differentiated Scoring, Classroom Application: Rubric Grading Scenarios, Summary, Interview with Taylor Miller
Empowering through Peer and Self-Assessment, Peer and Self-Assessment Strategies, Rubric Design for Learning and Language Objectives, Monitoring ELLs for Learning and Language Development, Error Correction: Implicit and Explicit Feedback, Effective Feedback for Error Correction in Writing, Classroom Application: Grading, Classroom Application: Rubric Grading Scenarios, Summary, Interview with Malissa Chavez-Thibault
Project Based Learning, Project Based Assessment, Project Based Learning and Learning Outcomes, Project Based Learning and Language Objectives, Tip for Project Based Assessment Design, Classroom Application: Examples of Project Based Assessment, Scaffolding Project Based Assessment Design and Delivery, Rubric Design and Grading for Project Based Assessment, Summary, Interview with Jenny Young
Summary and Review
Course: Sales Training: Sales Team Management
Modules:
Welcome to this course, The Importance of Jobes to Be Done, Rethinking Your Competition, Uncovering Your Customers' Jobs, The Importance of Defining Your Sales Process, Defining Your Sales Process With the Buyer's Journey, Defining the Steps of Your Sales Process, Creating Your Sales Playbook, Evaluating Your Sales Process, The Importance of Sales Training, Creating an Effective Sales Training Program
The Importance of Coaching Your Salespeople, 4 Steps to Building a Successful Sales Coaching Program, When to Coach vs. Fire Your Underperforming Reps, Why You Should Develop a Sales Hiring Strategy, Creating Your Sales Hiring Strategy, The Importance of Sales Onboarding, Creating a Sales Onboarding Program
Course: Финансы для нефинансистов
Modules:
Трейлер курса, Обзор и демонстрация курса, Обзор недели 1, Человеческая природа и стоимость денег во времени, Компаундинг и доходная прибыль во времени, Основные принципы оценки и дисконтирования, Дисконтирование будущих наличных денежных средств к настоящему моменту, Дисконтированный денежный поток (ДДП) как основа для любой оценки, Практический пример ДДП, Оценка стоимости по аналогам, Примеры и области применения: Облигации, Примеры и области применения: Ипотека, Примеры и области применения: Аннуитеты, Примеры и области применения: Пример Capstone, Беседы с практикующим специалистом
Обзор недели 2, Обзор процесса планирования капитальных вложений, Чистая приведенная стоимость (ЧПС), Период окупаемости, Бухгалтерские коэффициенты, Внутренняя норма доходности (ВНД), Морщины с ВНД, Использование всех показателей вместе, Анализ чувствительности, Моделирование таблиц, Беседы с практикующим специалистом
Обзор недели 3, Краткий обзор финансовой отчетности, Поиск возможностей для создания наличности, Корректировки оборотного капитала, Амортизация и капитальные расходы, Ликвидационная и терминальная стоимость, Налоги, Расчет свободного денежного потока, Использование инструментов планирования капитальных вложений, Беседы с практикующим специалистом
Обзор недели 4, Привлечение займа и финансирование за счет собственного капитала, Безрисковая ставка, Исторические риски и доходность, Премия за риск акционерного капитала, Бета-коэффициент и стоимость капитала, Кредитные рейтинги и спреды качества, Оценка стоимости займа, Собираем все вместе как WACC (средневзвешенная стоимость капитала), Беседы с практикующим специалистом
Обзор примера Capstone
Course: Paleontology: Theropod Dinosaurs and the Origin of Birds
Modules:
Course Preview Video, 1.1 The Link Between Birds and Dinosaurs, 1.2 Bird Anatomy
2.1 Triassic Theropods, 2.2 Jurassic Theropods, 2.3 Cretaceous Theropods
3.1 Early Coelurosaurs - Part 1, 3.1 Early Coelurosaurs - Part 2, 3.1 Early Coelurosaurs - Part 3, 3.2 Bird-Like Traits in Coelurosaurs
4.1 The Dinosaur Renaissance, 4.2 Bird-Like Characteristics - Part 1, 4.2 Bird-Like Characteristics - Part 2
5.1 Understanding the Evolution of Birds, 5.2 Survival of the Neornithes - Part 1, 5.2 Survival of the Neornithes - Part 2
Course: Optimizing Machine Learning Performance
Modules:
Introduction to the course, ML Readiness, Risk Mitigation, Experimental Mindset, Build/Buy/Partner, Setting up a Team, Understanding and Communicating Change, Weekly Summary
AI 4 Good & for all, Positive Feedback Loops & Negative Feedback Loops, Metric Design & Observing Behaviours, Secondary Effects of Optimization, Regulatory Concerns, Weekly Summary
Integrating Info Systems, Users Break Things, Time & Space complexity in production, When do I retrain the model?, Logging ML Model Versioning, Knowledge Transfer, Reporting Performance to Stakeholders, Weekly Summary
MLPL Recap, Post Deployment Challenges, QuAM Monitoring and Logging, QuAM Testing, QuAM Maintenance, QuAM Updating, Separating Datastack from Production, Dashboard Essentials & Metrics Monitoring, Weekly Summary
Course: Regulatory Landscape of Alternative Investments
Modules:
Course Overview, Meet Your Instructor | Craig Lemoine, Module 1 | Overview, Introduction to Regulatory Frameworks, Regulatory Bodies in the Financial Industry, Modern Financial Planning Regulation, Financial Structures and Intermediaries, Navigating Tradeable Asset Transactions, Decoding Titles of Financial Service Professionals, Module 1 | Wrap-up
Module 2 |Overview, Navigating U.S. Financial Regulations, Alternative Investments in the Regulatory Space, Unmasking Wealth Management, A Tale of Three Wealth Managers, Regulatory Compliance in Securities Trading, Accredited Investors and Regulatory Exemptions, Mutual Fund Regulatory Requirements, Hedge Fund Regulatory Requirements, Alternative Investments Due Diligence, AML Regulations & Protection, Module 2 | Wrap-up
Module 3 | Overview, Farmland Prior to Great Recession, The Last Fifteen Years of Money Pouring In, Navigating Land Investments with Higher Interest Rates, Hedge Funds and their Role in Portfolios, Conversations Around Alternatives with Clients, Alternatives and Business Owners, Alternatives with Younger Clients, Commodities and Derivatives, Real Estate, Virtual Currency: IRS and Tax Basics, Virtual Currency: Types and Taxation, Module 3 | Wrap-up
Module 4 | Overview, The Grass-Cutting Revolution: State registration or qualification, Interstate offerings, Rule 141, 147a, Regulation D, The Million Dollar Question: Regulation D, Rule 147 Rule 147a, Rule 3a11, Regulation Crowdfunding, Soaring with Hover Lawn:Regulation D, 506b, 506c, 504, 4a2, Funding Crossroads:  Regulation D, REIT, Real Estate Investment Trust, Hover Lawn’s Triumph, Explosive Growth, The Future of Hover, Module 4 | Wrap-up, Course Wrap-up
Course: International Humanitarian Law in Theory and Practice
Modules:
Trailer and course introduction
Basic concepts and history of IHL, Welcome to the Arfula case study
Conflicts in Syria, Ukraine & Yemen, International armed conflicts, Non-international armed conflicts, Military interventions, NIAC spill-over and situations below armed conflict, Arfula case study
Drone strikes in Pakistan, cyber warfare in Georgia and the development of "killer robots", Distinction, Proportionality and precautions, Military operations in civil wars, Lawful weapons, Arfula case study
Guantanamo, hospital attack Afghanistan and child soldiers Colombia, The sick and wounded, Prisoners of war and other detainees, Civilians in the hands of the enemy, Protection of women, children and journalists, Arfula case study
Ethiopia Eritrea Claims Commission and prosecutions before the ICTY and ICC, Demands for compensation, Prosecuting war crimes, Arfula case study
Course: Chemical Hazards: Toxicology & Reactivity
Modules:
Course Introduction, Module 1 Introduction, Runaway Reactions Leading to Disaster, Introduction to Industrial Health and Hygiene, Noise and Thermal Radiation, Globally Harmonized System, NFPA Diamond
Module 2 Introduction, Routes of Entry for Toxins, Dose vs. Response Curves, Example of Using Dose/Response Curves, Describing Toxicology, Control Techniques
Module 3 Introduction, Identifying Reactive Hazards, Specific Reactive Hazards, Chemical Compatibility, Characterizing Chemical Reactivity, Calorimetry, Analysis of Calorimetry Data, Calorimetry Example
Module 4 Introduction, Pressure Protection and Key Definitions, Types of Relief Devices, Handling Relief Effluent, Pressure Protection and Relevant Codes & Standards, General Relief System Design, Course Summary
Course: Liderazgo orientado al florecimiento humano
Modules:
Necesidad de entender el liderazgo a través de la psicología positiva, Felicidad, florecimiento y resultados
Autoconocimiento, autogestión, autodesarrollo, Inteligencia social
Positividad, Resiliencia
Significado, Compromiso
Course: Comunicación efectiva para liderar equipos de trabajo
Modules:
Comunicación efectiva, Liderazgo efectivo, Liderazgo efectivo desde la comunicación
Course: Create Machine Learning Models in Microsoft Azure
Modules:
Introduction to the course, Exam DP-100: Designing and Implementing a Data Science Solution on Azure certification, Lesson introduction, Lesson summary, Lesson introduction, What is regression?, Lesson summary
Lesson introduction, What is classification?, Evaluate classification models, Lesson summary, Lesson introduction, What is clustering, Lesson summary
Lesson introduction, Deep neural network concepts, Lesson summary, Lesson introduction, Layers in a convolutional neural network, Transfer learning, Lesson summary, Course wrap up
Course: Fire and Explosion Hazards Analysis
Modules:
Course Introduction, Module 1 Introduction, Why Study Fire and Explosions Hazards?, The Fire Triangle, Preventing Fires, Flammability Limits, Flammability Limits and Parameters for Mixtures
Module 2 Introduction, Flammability Diagram Construction, Example Using Flammability Diagram, Flammability of Dusts and Mists, Methanol Flammability Diagram Solution
Module 3 Introduction, Characterizing Explosions, TNT Equivalency Method, Example 1 Using TNT Equivalency Method, Example 2 Using TNT Equivalency Method, Estimating Blast Damage to People, Boiling Liquid Expanding Vapor Explosions (BLEVEs)
Module 4 Introduction, Inerting, Purge Cycles, Example 1 of Using Inerting, Example 2 of Using Inerting, Static Electricity Hazard, Control Measures for Fires and Explosions, Course Summary
Course: Integrating Generative AI into Project Management
Modules:
Welcome Message
Unit 1: Integrating Gen AI into Project Management Workflows
Unit 2: Your Management Coach
Unit 3: Accelerating Information Transformation
Unit 4: Communication and Reporting
Unit 5: Talking to Yourself
AI-Generated Content Disclaimer
Course: Gemini for end-to-end SDLC - 简体中文
Modules:
Gemini 助力软件开发的未来
Course: Digital Marketing Trends
Modules:
Introduction to the Course & Meet the Instructor, Marketing Evolution: From 1.0 to 5.0, Marketing 6.0, Key Trends of Digital Marketing, Artificial Intelligence in Digital Marketing, Augmented Reality as a Marketing Tool, The Rise of Interactive Content, Engaging Customers with New Media Formats, The Power of Storytelling on Social Media, Leveraging User-Generated Content, Social Media Platforms as Commerce Channels, Analytics and Adaptation in Social Media, Congratulations and Continuous Learning Journey
Course: 5 .データを分析し、答えを導き出す
Modules:
入門編：データの整理, 分析のステップについて, アヤナ：粘り強く学ぶ, 常に整理することの必要性, 並べ替えとフィルタに関する詳細説明, データセットの並べ替え, SORT 関数について, エマ：有意義なキャリア形成への旅, SQL を使った並べ替えクエリ
データ フォーマット入門, 型を変換する, データの入力規則を活用する, 条件付き書式設定を活用する, 複数のソースを組み合わせる, 表計算ソフトにおける文字列の扱い, 行き詰まったときの対処法, レイラ：分析フェーズのすべて, 問題に直面しても慌てないために, どのツールをいつ使うか
データ アグリゲーションによる分析, VLOOKUP の準備, VLOOKUP を使う, 一般的な VLOOKUP のエラーを確認する, JOIN を理解する, COUNT と COUNT DISTINCT, クエリの中のクエリ, サブクエリを使ったデータアグリゲーション, ジャスティン：データ分析のゆくえ
データ演算, 一般的な計算式, 関数と条件, 複合関数, ピボットテーブルを使う, ピボットテーブルを使う（続き）, クエリと計算, 簡単な計算を SQL に埋め込む, 他の構文による演算処理, 確認、そして再確認, 一時テーブルについて, 複数のテーブルの種類, おめでとうございます！
Course: Climate change and Indigenous People and local communities
Modules:
Welcome to the course
Introduction to the week, Climate change as a natural and anthropogenic phenomena, The multiple evidences of climate change, Indigenous peoples and local communities: who, what, where, Local knowledge systems, Differences and synergies between Local Ecological Knowledge and scientific knowledge, The potential of local knowledge to understand climate change
Introduction to the week, Introduction: Understanding climate change impacts on indigenous communities, Climate change impacts on physical systems and their consequences for Indigenous People and Local Communities, Climate change impacts on the biological system: local perceptions of changes in living organisms, Climate change impacts on indigenous resource management systems, Climate change impacts on indigenous health and well being
Introduction to the week, Introduction 1/2: Understanding adaptation to climate change, Introduction 2/2: From the local to the global: Classifying local responses to climate change, Adaptation strategies, example 1/3: Mobility as adaptation in pastoral systems, Adaptation strategies, example 2/3: Diversification as adaptation in agricultural systems, Adaptation strategies, example 3/3: Learning from the past: Multilevel adaptation to drought in early modern Spain, Indigenous Peoples’ limits and barriers to climate change adaptation, Maladaptation: When adaptation does not work
Introduction to the week, The contribution of Indigenous and local knowledge, The classification system, A Standard Protocol. Part 1, A Standard Protocol. Part 2, The use of Citizen Science. OpenTEK (OpenPlatform for Traditional Ecological Knowledge), Exploring OpenTEK (Open platform for Traditional Ecological Knowledge), Community-based monitoring with Indigenous peoples and community organisations
Introduction to the week, A historical view of global governance for climate 1/2, A historical view of global governance for climate 2/2, Global climate governance: Intergovernmental regime, Global climate governance: transnational networks, community engagement, and other actors, Climate justice: IPLC and Climate Change impacts paradox, Climate change interventions, conflicts and governance, The impact of climate change policies in Protected Areas – India, IPLC advocacy and demands in global climate change and biodiversity policy agendas (2022)
Course: Queering Identities: LGBTQ+ Sexuality and Gender Identity
Modules:
Jacob McWilliams, PhD, K. Mohrman, PhD, Introduction to Queering Identities
Introduction to Terminology, Sex Does Not Equal Gender, What To Do  When You Don't Know What to Do, Identities and Their Intersections, Intersectional Oppressions, What If We Told You That Gender is Made Up?
Gender: A Social Construct, The Rules of Gender And How We Learn Them, How Gender Rules Limit Us All, Drag - Part 1, Drag - Part 2, What Is Gender Transition?
Is Sex Biological?, Intersex, Challenging Sex and Gender in Sports, Gender is Like Earlobes, Born That Way
Is Sexuality Hardwired In All Of Us? (Hint: Nope), The Invention Of Homosexuality, A Brief Queer History, Queer Theory Part I: Challenging ‘Common Sense’ Assumptions, Queer Theory Part II: When ‘Queer’ Became A Verb
#wejustneedtopee: The Bathroom Issue, Racism In Queer Communities: The Pride Flag And Its Discontents, Queer(ing) Religion, Queer Parenting: An Interview With Ashe And Jaimie, Queer(ing) Sex Education: Could Sex Be About More Than Procreation?, Thank You
Course: Sustainable Business Strategies
Modules:
Introduction to the Course & Meet Your Instructor, Business as a Driver of Climate Change, Issues in Business Sustainability, Sustainability Reporting, Sustainable Business Strategies, Calculating an Organization’s Carbon Footprint, Carbon Footprint Example, Sustainable Business Operations: Reducing Emissions and Enhancing Efficiency, Sustainable Business Operations: Other Environmental, Social and Governance Impacts, Sustainable Procurement, What is Sustainable Finance?, Sustainable Investment Appraisal: Integrating ESG into Project Evaluation, Integrating Sustainability into Financial Appraisal: Enhancing Profitability and Impact, Performance Measures for Sustainable Business Strategies, Sustainable Business Strategies Case Study, Congratulations and Continuous Learning Journey
Course: Fundamentals of Object-Oriented Programming - C++
Modules:
Module 1 Objectives, Environment Setup and First Run, Data Types, Char, Strings - C-Style, User Input - Getline Function, Stringstream, Arithmetic Operators, Logical - Relational - Boolean Operators, Numeric Input Validation - CIN.GOOD(), Simple Addition Program, Fahrenheit to Celsius Conversion Program, Constants, Module 1 Summary
Objectives, Flow Control - IF ELSE, Flow Control - SWITCH, Functions, Variable Scope, Header Files, Video Game Menu Program, String Methods, User Registration Program, Loops - FOR, Loops - WHILE, Loops - DO WHILE, Jump Statements, Arrays, Multi-dimensional Arrays, Pointers and References, Functions - Pointers and References, Dynamic Memory Management, Pointers to Arrays, Structures, Arrays and Structures, Pointers to Structures, Recursion, Classes and Objects, Module 2 Summary
Module 3 Objectives, Constructors, Static Members, Member Functions, Header and Implementation Files, Friends - Functions and Classes, Friends - Functional Notation, STL - ALGORITHM, STL - VECTOR, STL - LIST, Files - FSTREAM, Files - BUFFER, Files - CHAR IO RDBUF, Exception Handling, Classes - File I/O Program, Templates - Class and Function, Function Templates, Operator Overloading, Module 3 Summary
Module 4 Objectives, UML Inheritance - Case Study - Employee Part 1, UML Inheritance - Employee Part 2, UML Inheritance - Employee Part 3, Abstract Class, UML Abstract Class - ATM Part 1, UML Abstract Class - ATM Part 2, UML Abstract Class - ATM Part 3, Module 4 Summary, Next Steps
Course: Analizar datos para responder preguntas
Modules:
Introducción para organizarse, El proceso de análisis, Ayanna: Comprometerte a eso., Siempre es necesario organizar, Más sobre ordenación y filtrado, Ordenación de conjuntos de datos, La función SORT, Emma: El recorrido hacia una carrera significativa, Ordenación de consultas en SQL
Primeros pasos con el formateo de datos, De un tipo a otro, Validación de datos, Formato condicional, Unión y distintas fuentes, Cadenas de texto en hojas de cálculo, Qué hacer cuando no puedes avanzar, Layla: Todo sobre la etapa de análisis, ¿Te encontraste con un desafío? No te preocupes., Cuándo usar cada herramienta
Agregar datos para análisis, Preparar para VLOOKUP, VLOOKUP en acción, Identificación de errores comunes en VLOOKUP, Comprender JOIN, COUNT y COUNT DISTINCT, Consultas dentro de consultas, Uso de subconsultas para agregar datos, Justin: A dónde te lleva el análisis de datos
Cálculos de datos, Fórmulas de cálculos comunes, Funciones y condiciones, Funciones compuestas, Comienza a trabajar con tablas dinámicas, Tablas dinámicas (continuación), Consultas y cálculos, Cómo insertar cálculos simples en SQL, Cálculos con otras instrucciones, Comprueba una y otra vez, Tablas temporales, Variaciones de varias tablas, ¡Felicidades!