dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Controle a Tempo Discreto
Modules:
Boas vindas!, Por que estudar controle a tempo discreto?, Equações a diferenças, Transformada Z, Algumas propriedades da Transformada Z, Função de transferência de um sistema a tempo discreto, Obtendo o sinal no domínio do tempo: Transformada Z inversa, Estabilidade de sistemas a tempo discreto, Critério de Nyquist, Critério de Routh-Hurwitz, Critério de Jury
Por que estudar amostragem de sistemas a tempo contínuo?, Amostrador Impulsivo, Espectro do sinal amostrado, Segurador, Efeito do controle por computador, Equivalentes por aproximação de integrais, Fenômeno de "warping" e equivalente com "pre-warping", Mapeamento de zeros e polos, Equivalente via segurador de ordem zero
Por que projetar controladores a tempo discreto?, Resposta em frequência de sistema discretizado com ZOH, Critérios para projeto usando a resposta em frequência, Projeto de compensador de avanço de fase para atender sobressinal e tempo de resposta desejados, Erro em regime estacionário e compensador de atraso de fase, Especificação de requisitos em tempo discreto: Z-grid, O Lugar Geométrico das Raízes (LGR) de sistemas a tempo discreto, Polos dominantes a tempo discreto, Projeto de compensador de avanço de fase usando o LGR, Projeto de compensador de atraso de fase usando o LGR
Vantagens do controle no espaço de estados, Realizações de funções de transferência a tempo discreto, Obtendo a função de transferência à partir do modelo no espaço de estados: relação entre polos e autovalores, Forma canônica controlável, Proposta de lei de controle linear: realimentação de estado completo, Introdução de ação integral, O que fazer se não tivermos disponíveis leituras dos estados?, Fim do curso!
Course: Crash Course on Social Media
Modules:
Course Introduction: Crash Course on Social Media, Instructor Introduction, Overview: Social Media Strategy Foundation, Planning for Social Media Marketing, Defining Your Target Audience, Understanding your Customer's Journey, Selecting Your Social Media Channels, Establishing Your Tone of Voice, Create a Social Media Policy, Conclusion: Social Media Strategy Foundation
Overview: Establish Your Social Media Presence, Participating vs. Marketing, Creating Your Social Media Profiles, It All Starts with Content, Using the Hub and Spokes Model, Conducting a Content Audit, Repurposing Existing Content, Developing a Content Calendar, Create Content Your Customers Want, Create Shareable Content, Adapting Content to Your Social Channels, Tools for Content Creation, Conclusion: Establish Your Social Media Presence
Overview: Build a Following, Building a Following, Interacting with Customers, Use Insights to Build on Success, Deciding When to Advertise, Establishing Your Advertising Goal, Creating Effective Social Media Ads, Targeting your Social Media Ads, Optimize Your Ads, The Metrics That Matter in Social Media, The Right Metrics for the Right Goal, Evaluating Your ROAS and ROI, Optimizing Your Marketing Approach, Conclusion: Build a Following, Conclusion & Congratulations!
Course: How Do We Manage Climate Change?
Modules:
What is Policy, Mitigation and Adaptation - Part 1, Mitigation and Adaptation - Part 2
The Kaya Identity, Mitigation Targets - Part 1, Mitigation Targets - Part 2, Emissions Sources, Options for Mitigation, Policy Tools - Part 1, Policy Tools - Part 2, Interview with Kevin Rennert
Introduction to Adaptation, Adaptation in Practice - Part 1, Adaptation in Practice - Part 2, Guiding Principles for Adaptation
Course: Comparative Political Systems
Modules:
Comparative politics, Research methods, Comparative method, Political System, Changing political community, The creation of a new community, Political authority, Party leaders, Types of authority
Political regime, Parliamentary regime, Government types, Presidential regime, Diffusion of presidentialism, Divided government, Semi-presidential regime, Cohabitation, Presidents and Prime Ministers
Classifying party systems, Multi-party systems, Consequences of the electoral systems, Types of electoral system, Strategic voting, Power of the voter
Authoritarian regimes, Varieties of authoritarian regimes, Waves of democratization, Democratic consolidation, Types of democracy, Future of democracy
Course: Introducción a la inteligencia emocional
Modules:
Bienvenida, ¿Qué es la inteligencia emocional?, Identifica tus emociones, Autoconocimiento, Autoconocimiento práctica
Bienvenida, Autocontrol, Tu motivación para actuar, Motivación interna y externa, Despedida
Bienvenida, ¿Qué es la PNL?, Tu mapa no es el territorio, Toma el control de tus acciones y emociones, Despedida
Todos los días se aprende, Lo tienes todo dentro de ti, Cambio interior
Bienvenida, ¿Qué es la mentalidad exitosa?, ¿Qué es el éxito?, ¿Cómo desarrollar tu mentalidad exitosa?, Despedida
Course: Tinkering Fundamentals: Circuits
Modules:
Welcome Video, Course Overview, Preview of Activities
Seeing It In Action: Circuit Boards, Designing for Tinkerability: Circuit Boards, Inspiration: Shih Chieh (CJ) Huang, Making Circuit Boards, Classroom Connection: Circuit Boards, Pedagogical Perspective: Rob Semper
Seeing It in Action: Scribbling Machines, Designing for Tinkerability: Scribbling Machines, Inspiration: Evil Mad Scientist, Making Scribbling Machines, Classroom Connection: Scribbling Machines, Pedagogical Perspective: Edith Ackermann
Welcome to the Mid-Point of the Course, Sewn Circuits, Paper Circuits, Inspiration: Jie Qi, Pedagogical Perspective: Mike Eisenberg, Classroom Connection
Inspiration: Eric Rosenbaum, MaKey MaKey, Toy Take-Apart, Pedagogical Perspective: Gever Tulley, Pedagogical Perspective: Mitch Resnick
Pedagogical Meta Perspectives, Classroom Connection, Wrap Up of the Course, Pedagogical Perspectives
Course: Data Processing Using Python
Modules:
Promotion Video
1 Introduction to Python, 2 The First Python Program, 3 Basics of Python Syntax, 4 Data Types of Python, 5 Basic Operations of Python, 6 Functions, Modules and Packages of Python, 1.1 Extension: Build a Python Environment, 1 Conditions, 2 range, 3 Loops, 4 break, continue and else in Loops, 5 Self-defined Functions, 6 Recursion, 7 Scope of Variable, A1: Standard Library Functions, A2: Exceptions
1 Local Data Acquisition, 2 Network Data Retrieval, 2.1 Extension: RE introduction, 2.1 Extension: Dynamic web crawling example, 1 Sequence, 2 String, 3 List, 4 Tuple, 2.2 Extension: IO&functional programming, 2.2 Extension: Mutable objects modify issue
1 Why Are Dictionaries Needed, 2  Dictionary Use, 3  Set, 3.1 Extension: dict and set programming examples, 1 Extension Library SciPy, 2 ndarray, 3 Series, 4 DataFrame, 3.2 Extension: Common numpy applications
1 Convenient and Fast Data Acquisition, 2 Fundamentals of Python Plotting, 3 Data Clean of Data Exploration and Preprocessing, 4 Data Transformation of Data Precessing, 5 Data Reduction of Data Preproccessing, Copy of 1 Convenient and Fast Data Acquisition, 1 Basic Data Characteristics Analysis of Data Exploration, 2 Data Statistics and Analysis Based on pandas, 3 Cluster Analysis, 4 Aplications of Python into Science and Engineering Fields, 5 Applications into Humanities and Social Sciences Fields, 4.2 Extension: An Analysis of the Differences between Males and Females on Film Ratings, 4.2 Extension: Classification of Red Wine Data Based on Random Forest Model
1 GUI and Object Orientation, 2 Abstraction, 3 Inheritance, 1 Basic Framework of GUI, 2 Common Components of GUI, 3 Layout Management, 4 Other GUI Libraries, 5 Comprehensive Applications
Course: Responsible AI for Developers: Privacy & Safety - Deutsch
Modules:
Kursübersicht
Übersicht zu KI-Datenschutz, Datenschutz für Trainingsdaten: Verfahren zur De-Identifikation, Datenschutz für Trainingsdaten: Verfahren zur Randomisierung, Datenschutz für das ML-Training: DP-SGD, Datenschutz für das ML-Training: Föderiertes Lernen, Systemsicherheit in Google Cloud, Systemsicherheit bei generativer KI, Lab: Differential Privacy bei Machine Learning mit TensorFlow, Coursera: Erste Schritte mit Google Cloud Platform und Qwiklabs
Übersicht über KI-Sicherheit, Sicherheitsbewertung, Schadensprävention, Modelltraining für Sicherheit: Optimierung von Anweisungen, Modelltraining für Sicherheit: RLHF, Sicherheit in generativer KI von Google Cloud, Lab: Sicherheitsmaßnahmen in der Vertex AI Gemini API
Zusammenfassung des Kurses
Modul 0: Kursübersicht, Module 1: KI-Datenschutz, Module 2: KI-Sicherheit, Modul 3: Zusammenfassung des Kurses
Course: Digital business - Act on the digital world
Modules:
Digital Transformation, The new entrepreneurial context, Data & Management, Innovation by large corporations
Acquiring customers online, The art of pitching
Framing the sharing economy, Marketing: towards continuous consumption, The Double Helix
Course: Cybersecurity and the X-Factor
Modules:
Course Overview video, Security and Employee Compliance, Industry Q&A: Security and End Users, Pulling it together
Introduction to SETA and training, Industry Q&A: SETA in Real Life, Industry Q&A: Customers and Security Training, Pulling it together
Overview: Habits and Vulnerabilities, Employee Habits, Errors, and Security Breaches, Habituation: What is it?, Pulling it together
Threat Intelligence: Planning for attacks, Industry Q&A: Threat Intelligence, Pulling it together
Course: LCFA Exam Preparation
Modules:
Linux Foundation, Linux Foundations Certifications, Audience for LFCA exam, LFCA Knowledge Domains
LCFA Exam Details, Setting up your workstation, Day of your exam
Practice Exam 1, Practice Exam 2, Practice Exam 3
Course: Lectura crítica: proceso, niveles y herramientas
Modules:
Video de introducción al curso, Introducción a la lectura crítica, ¿Qué significa leer?, ¿Qué es leer críticamente?, ¿Para qué sirve la lectura crítica?
El proceso de lectura crítica
Los niveles de lectura
Estrategias y herramientas de lectura crítica, ¿Por qué es necesario contar con estrategias y herramientas de lectura crítica en la vida diaria?, Hagamos el ejercicio juntos, Video de cierre del curso
Course: Sequence Models
Modules:
Why Sequence Models?, Notation, Recurrent Neural Network Model, Backpropagation Through Time, Different Types of RNNs, Language Model and Sequence Generation, Sampling Novel Sequences, Vanishing Gradients with RNNs, Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Bidirectional RNN, Deep RNNs
Word Representation, Using Word Embeddings, Properties of Word Embeddings, Embedding Matrix, Learning Word Embeddings, Word2Vec, Negative Sampling, GloVe Word Vectors, Sentiment Classification, Debiasing Word Embeddings
Basic Models, Picking the Most Likely Sentence, Beam Search, Refinements to Beam Search, Error Analysis in Beam Search, Bleu Score (Optional), Attention Model Intuition, Attention Model, Speech Recognition, Trigger Word Detection
Transformer Network Intuition, Self-Attention, Multi-Head Attention, Transformer Network, Conclusion and Thank You!
Course: Take Action: From Protest to Policy
Modules:
Welcome!  Take Action--Professors Haddad and Ryan, Prof. Haddad, The Connected Stakeholder Model, Khan Academy, Public Policy Process, The Power of Protest with Professor Allyson Hobbs
Prof. Ryan, Use the Courts: Why They Matter and How to Use Them, Judge Pratt, How Judges Can Show Respect, Prof. Haddad, Courts and Environmental Advocacy, Maru, How to Put the Power of Law in People's Hands, Elizabeth Fisher: A Short Introduction to Environmental Law
Prof. Haddad, Communicating across Platforms, Karen McAlister: Advocacy Through Social Media Why Trending Topics Matter, Prof. Ryan, Communicate across Platforms, Nicholas Love: Social Media Writing
Prof. Ryan, Connect to Power, Rev. Willie T. Barrow, Prof. Haddad, Cultivating Allies in Power, Hayho, Talking about Climate
Prof. Haddad, Make It Work Locally, Carter, Greening the Ghetto, Prof. Ryan, Work Locally, Raj Jayadev, Community-powered Criminal Justice Reform
Prof. Haddad, Take Action--From Protest To Policy, Prof. Ryan, Putting it All Together
Course: Excel/VBA for Creative Problem Solving, Part 3 (Projects)
Modules:
Welcome, How to Switch Sessions of the Course
Introduction to the currency converter project, How to run a data query, Initializing the combo boxes and today's date, Importing data from the currency website using proper date format, Plotting the last 30 days, Introduction to the Geography Toolbox project, All about the "Geography Toolbox - STARTER.xlsm" file, How to populate the first set of combo boxes, How to populate the second set of combo boxes, How to utilize the combo box selections, How to calculate the distance between two points knowing latitude and longitude, Expectations for input validation and error handling, How to unhide and hide sheets
Introduction to the Ultimate Organizer project, A demonstration of the Ultimate Organizer, How to add a category, How to add a new record, Part 1, How to add a new record, Part 2, How to reveal hidden labels and text boxes, How to add an icon to the Quick Access Toolbar to run your user form, Introduction to the Regression Toolbox project, Introduction to the "Regression Toolbox - STARTER.xlsm" file, All about simple linear regression, All about general linear regression, (OPTIONAL): All about multilinear regression, Matrix approach to regression, Part 1, Matrix approach to regression, Part 2, A more complex example of the matrix approach to regression, Using Excel’s matrix functions in VBA code, What is adjusted R-squared?, Calculating adjusted R-squared, Plotting experimental data and model predictions in VBA
Introduction to Monte Carlo simulation, Monte Carlo cookie example, How to output a random variable that follows a certain distribution, The uniform distribution, The discrete distribution, The normal distribution, The triangular distribution, The Beta-PERT distribution, How to apply a VBA user form to a Monte Carlo simulation, An overview of the profitability analysis spreadsheet
Introduction to the Grade Manager Project, Creating a new folder inside a preexisting directory, Importing the Roster.xlsx file to a new sheet, Creating section rosters from main roster file, Part 1, Creating section rosters from main roster file, Part 2, Initializing column headings on section roster files, Syncing files, Part 1, Syncing files, Part 2, How to create a dated backup file, Adding a new grade item to all section sheets, Part 1, Adding a new grade item to all section sheets, Part 2, Adding a new grade item to all section sheets, Part 3, Search and replace tool
Course: Autonomous Aerospace Systems
Modules:
Welcome to System Representation of UAS, System Representation of Unmanned Aircraft System, UAS System Architecture, Simulation Models
Welcome to Principles of guidance models, path management, and path following, What are guidance models?, Trajectory tracking and path following, Path management
Welcome to Integrated Navigation in Autonomous Aircraft Systems, Introduction, What are the most common configurations of Integrated Navigation Systems?, What is the reference model for Global Navigation Satellite System and Inertial System integration?, What is the reference model for Dead Reckoning?
Welcome to Obstacle detection and tracking for UAS, Fundamentals of multi-target tracking systems, Basic processing blocks for multi-target tracking, Detection and tracking for sense and avoid systems
Welcome to Design Models and Open-loop dynamics, Design Models and Open-loop dynamics, Autopilot Design, Lateral-directional autopilot. Longitudinal Autopilot Design
Course: Child Care as a Business
Modules:
Family Policy Handbook Introduction to the Final Project for Home-Based Child Care, Family Policy Handbook: Purpose
Basics of Home-Based Childcare, Operating a Home-Based Childcare, Start-Up Costs for Home-Based Childcare
Bookkeeping Basics with Tom Copeland w/video, Income and Expense, Your Responsibility to Your Clients and Self-Employed Taxes, Insurance Policies
What Goes into a Contract, Policy Handbook Contents, Childcare.gov Resource Video
Setting Market Rates, Setting Policy Terms, Cost of Quality
Family Policy Handbook Sections #1-16
Course: Google Cloud Customer Care Fundamentals - Bahasa Indonesia
Modules:
Pengantar Kursus
Pengantar Google Cloud Customer Care, Sanitasi Data Log, Coursera: Mulai Menggunakan Google Cloud Platform dan Qwiklabs
Mengajukan Kasus Dukungan, Pemecahan Masalah dan Investigasi, Eskalasi Kasus
Penyelesaian Kasus
Course: Power BI Capstone Project
Modules:
Course Introduction, Introduction to Snowflake Cloud Data Platform, Understand Data warehouse and Schema, Building Tables, Manipulating Data, Structuring Data, Stored Procedures and Views, Downloading  Data, Time Travelling, Importing data from Snowflake, Integrating Snowflake with Power BI, Creating First Report, Optimizing Visuals in First Report, Creating Second Report, Optimizing Visuals in Second Report, Publishing Reports, Formatting Dashboards on Service, Analyzing the Problem, Modeling Data, Report Creation, Visualizing Data, Optimizing Visuals for the Report, Formatting the Report, Finishing the Design of Report 1, QnA Report, Row Level Security, Managing Roles and Privileges, Publishing Dashboards, Utilizing Power BI Service Features
Course Summary for Power BI Capstone Project
Course: Cultures et pédagogies
Modules:
Trailer du MOOC, Bienvenue dans ce MOOC
Introduction du module, Apprendre avant l'école, Entretien avec Celia Souza, Connaissances traditionnelles en Amazonie - vidéo externe, L'émergence et les cinq caractéristiques de la forme scolaire, L'ambiguïté de la forme scolaire, Définitions, Crises de la forme scolaire (FS), Conclusion: Intégration des différents savoirs
Présentation du module, Pédagogies autochtones, Les savoirs autochtones, des savoirs endogènes, Introduction aux différentes dimensions de l'éducation indigène, Introduction à la visite du Musée d'anthropologie (Vancouver), Entretien avec José Marin, Entretien avec Tabea, enseignante en contexte indigène amazonien, Entretien avec Dalia Peña: L'Éducation indigène au Mexique, Le développement durable, Les 17 objectifs du développement durable - vidéo externe, La notion de Buen vivir
Présentation du module, Les sources traditionnelles de l'éducation en Afrique, Transmettre le savoir dans les pédagogies traditionnelles africaines, Entretien avec Yao Ydo : La nécessité d'une vision holistique et globale de l'éducation, Rites et cérémonies, une autre forme de transmission des savoirs, Les difficultés en lien avec la scolarisation en Afrique, L'école traditionnelle par Yao Ydo, Les influences cognitives en Afrique, L'école coranique, Interview avec Moussa, L'engouement actuel pour l'école coranique, La flexibilité de l'école coranique, Cheikh Hamidou Kane et Julius Nyerere, Joseph Ki-Zerbo et Cheikh Anta Diop, Vidéo de conclusion
Présentation du module, Krishnamurti: contre l'école de l'obéissance et de la peur, L'école selon Krishmamurti, une définition conceptualisée, Les 3 principes clés du Bouddhisme, Principes pédagogiques du Bouddhisme, Quels bénéfices de la méditation en éducation?, Qu'est-ce que le BNB?
Présentation du module, Le contexte éducatif latino-américain et ses inégalités, Ruptures et continuités dans le discours pédagogique, L'éducation bancaire, Les limites de la pédagogie de Paulo Freire, Le travail initial de Paulo Freire, Les étapes de la méthode d'alphabétisation de Freire, Freire Africain, Interview avec François Nyada: La méthode REFLECT, Freire dans l'actualité, Interview avec Mylène Santiago, Conclusion du Module
Présentation du module, Autres cultures philosophiques: Interview avec Conrad Hughes, L'impérialisme cognitif, Qu'est-ce que le progrès? - Vidéo externe, La pensée complexe, L'alterité, Interview avec Pierre Dasen (1/2), Interview avec Pierre Dasen (2/2), L'approche holistique de l'éducation, L'importance des savoirs transversaux ou Soft Skills à l'université, Les dangers de la crise environnementale dans le monde et l'apport des alternatives pédagogiques du Sud, Les orientations internationales pour l'éducation: Du rapport Faure à l'Agenda 2030, Conclusion du MOOC
Course: IoT Cloud
Modules:
Lecture 1: Hospital IoT Networks Part 2, Lecture 2: Broadband Access Networks, Lecture 3: Physical Networking, Lecture 4: Router Internals, Lecture 5: Common Router Architectures
Lecture 6: Switching Fabrics, Lecture 7: Head-of-Line Blocking, Lecture 8: Control vs. Data Plane, Lecture 9: Control and Data Planes in Practice
Lecture 1: Physical Internet of Things, Lecture 2: Conductors, Lecture 3: Wiring, Lecture 4: EMI Shielding, Lecture 5: Twisted Pairing
Lecture 6: Cable Ratings, Lecture 7: Marine Applications, Lecture 8: Cabling Security, Lecture 9: Time-Domain Relectometry, Lecture 10: Protection Against Wildlife
Course: Introduction to the Nonprofit Sector, Nonprofit Organizations, Nonprofit Leadership and Governance
Modules:
The Leadership and Governance of Nonprofit Organizations Promotional Video, Welcome to the video introducing this series of courses, Course 1  Overview Video, Week 1 Overview, Interview with Ruth McCambridge, Interview with Dr. Laura Schweitzer: Leadership and Governance of Nonprofit Organizations from a Practitioner Perspective
Week 2 Overview, Interview with Prof Chris Cornforth on "Innovative Approaches and Perspectives to Nonprofit Governance"
Week 3 Overview, Interview with Putnam Barber on Charitable Solicitations in the United States, Conceptual Framework of the Elements of Board Effectiveness, Professor Vic Murray summarizes the design of the board assessment
Readiness Assurance Test (RAT), RAT Application Exercise
RAT Peer Discussions and Polling, RAT Application Exercise Peer Discussions and Polling
Course: Comportamiento adaptativo
Modules:
La “nueva” inteligencia artificial, Conceptos, Sistemas basados en el comportamiento
Sistemas auto-organizantes, Inteligencia colectiva, Inteligencia de enjambres, Sincronización, Algoritmos
Robustez, Antifragilidad, Historia de las redes, Propiedades de las redes
Guiando a la auto-organización, Semáforos, Transporte público, Muchedumbres
Course: Forecasting Skills: See the Future Before it Happens
Modules:
Welcome the the course! Meet your professor Jane McGonigal, Strong Opinions, Lightly Held, What's a forecast?, Mini-Masterclass: Forecasting 101, Looking for Drivers, More Global Drivers, Driver Example: Blockchain!, How to Make a Quick Forecast on any Topic
Combining Signals and Drivers into a Forecast (Part 1), Combining Signals and Drivers into a Forecast (Part 2), How to Reveal Unexpected Possibilities (Part 1), How to Reveal Unexpected Possibilities (Part 2)
What's a scenario?, DEMO: Building a Scenario From Scratch, SCENARIO: The Future of Learning and Earning, The importance of ridiculous ideas, A Few More Scenarios to Play With
Revisiting a 10-Year Forecast... 10 Years Later!, Updating a Forecast, Congratulations on finishing this course!
Course: Interacción social y cultura organizacional
Modules:
Presentación del curso
Presentación de la semana, La importancia de las dinámicas en las organizaciones, La organización como ciudad, Interacciones y dinámicas organizacionales, Roles organizacionales, Líder y liderazgo, Estructura organizacional
Presentación de la semana, Negociación y conflicto, Objetivos de desarrollo sostenible (ODS), Relaciones de género, Cuestionario interactivo, La cultura en las organizaciones, ¿Qué es la cultura?, Cultura organizacional
Presentación de la semana, La cultura organizacional en el Siglo XXI, ¿Por qué es importante conocer la cultura organizacional?, ¿Cómo acercarnos a la cultura organizacional?, Tipos de Cultura Organizacional. Parte I, Tipos de Cultura Organizacional. Parte II, El cambio en las organizaciones y la cultura, Cuestionario interactivo
El lugar y el papel de las organizaciones para los desafíos contemporáneos, El lugar y el papel de las organizaciones: ¿cómo son las dinámicas de una organización educativa?, Los elementos clave de un proceso de análisis de la cultura organizacional, La cultura en una organización educativa, Despedida
Course: AI Workflow: Machine Learning, Visual Recognition and NLP
Modules:
Course Objectives, Evaluation Metrics, Introduction to Predictive Linear and Logistic Regression, Linear Models, Watson Natural Language Understanding Service Overview, Case Study Introduction
Tree Based Methods, Introduction to Tree Based Methods, Neural Networks, Introduction to neural networks, IBM Watson Visual Recognition Overview
Course: Measuring Disease in Epidemiology
Modules:
Introduction to Epidemiology, Odds, Prevalence, Cumulative Incidence, Incidence rate
Association and Causation, Relative Measures of Association, Absolute Measures of Association, Relative and Absolute Measures of Association, Ratios Versus Differences
Attributable Risk, Population Attributable Risk, The Prevention Paradox
Sensitivity and Specificity, Predictive Values, Calculation of Diagnostic Test Metrics, Screening, Evaluating Screening, Course Summary
Course: Effective Business Presentations with Powerpoint
Modules:
Welcome to Course 4, Welcome to Week 1, The eight-step approach to prepare for a presentation, Step 1 - Know your audience and Step 2 - Know your purpose, Step 3 - Structure the body of your presentation, Step 4 - Plan how you will start your presentation, Step 5 - Plan how you will end your presentation, Step 6 - Prepare your visual aids, Step 7 - Anticipate the questions you may be asked, Step 8 - Practice your presentation, Presenting on short notice, Week 1 Closing, A Message from our Chief People Officer at PwC
Introduction to Week 2, Maximizing your professional presence, Communicating with confidence, Verbal communications, Non-verbal communications, Cultural Considerations in Communication, Culture and Presentations, Questioning and listening skills, Week 2 Closing
Introduction to Week 3, Introduction to PowerPoint (2013), What type of deck should you use?, Structure your storyline, Creating a storyboard, Primary elements of slide design, Displaying data, Finalizing your deck, Week 3 Closing
Introduction to Week 4, Week 4 and Course Wrap-Up
Course: Business Application of Machine Learning and Artificial Intelligence in Healthcare
Modules:
Course Overview, Introduction to Module 1, Consumerism, Supply Chain and Social & Situational Determinants, Operationalizing Consumerism Using ML and AI, Interview with Caitlyn, Operationalizing a New Supply Chain, Interview with Peter Dunphy, Machine Learning, Artificial Intelligence, and Decision Support, Journey Mapping and Pain Points, Patient Monitoring, Interview with Cait Larson from Dynamicare, Differential Diagnosis, Care Management, Preventive Screening, Avoidable Readmissions
Introduction to Module 2, Predictive Modeling, Linear Regression, Disease Burden as a Predictor of Cost, Machine Learning, Data Sourcing, Data Enrichment, Provider Taxonomies and Relationships, Predictive Modeling Process
Introduction to Module 3, Analytic Maturity Model, Identifying Historic Addressable Opportunity, Predicting Addressable Opportunity, Measuring Predictive Accuracy, Making Recommendations, Voices from the Industry with George "Russ" Moran, Integration and Orchestration, Operational Engagement Framework
Introduction to Module 4, Operational Entity Relationship Model, Using Other Administrative Data to Target Avoidable Utilization, Targeting High Value Member Patients Using Consumer Data, Recommending a Program for Care Management, Recommending a Channel for Member Engagement, Interview with Peter Dunphy from Perfect Health, Embedding Decision Support with your Existing Technology Footprint, Deploying Decision Support Beyond the Enterprise to the Consumer
Course: Navigating Diets
Modules:
Before You Start, Final Thoughts
Course: Building Database Applications in PHP
Modules:
Welcome to the Course, Object Oriented Concepts, Creating Objects in PHP, Object Oriented Libraries in PHP, Object Life Cycle in PHP, Object Inheritance in PHP, Installing MAMP on Macintosh, Installing MAMP on Windows10, Installing XAMPP on Windows10, Windows: Using NGrok with the Autograder, Macintosh: Using NGrok with the Autograder, Bonus: Office Hours New York City
PHP Database Libraries, Running SQL Queries in PHP, Accessing MySQL Using PDO: Inserting Data, Security Issue: Avoiding SQL Injection, Error Handling with PDO, Code Walkthrough - PHP, MySQL, and PDO, Code Walkthrough - Inserting and Deleting Data, Code Walkthrough - Security and SQL Injection, Bonus: Office Hours Orem, Utah
Cookies, Sessions, Sessions Without Cookies, Code Walkthrough - Cookies and Sessions, Bonus: Office Hours, Detroit, Michigan
Redirect, Routing, and Authentication, Code Walkthrough - Routing and Redirect, POST / Refresh / Redirect, Code Walkthrough - POST / Redirect, Implementing Login and Logout, Code Walkthrough - Login and Logout (3), Bonus: Office Hours/Reunion Bletchley Park
Create, Read, Update and Delete (CRUD), Code Walkthrough - CRUD in PHP, Bonus: Office Hours - Atlanta, Georgia, Fun: Dr. Chuck Pretends to be a News Anchor, Fun: Graduation Ceremony
Course: Supply Chain Logistics
Modules:
The Importance of Logistics, Moving Freight over the Road, Motor Carriers, Flying Freight, Air Carriers, Containers on a Train, Express Delivery
Why do companies need warehouses?, How should we design a warehouse?, How much inventory do we need?, When to order inventory?
Facilities: How many and where?, Factors Influencing Logistics Networks, Striving for Logistics Customer Service
Logistics Networks Best Practices
Course: Intro to Operating Systems 3: Concurrency
Modules:
Navigating Codio Assignments, C Primer (Optional)
Navigating Codio Assignments, Concurrency & Threads (Optional), Thread API (Optional), Locks (Optional), How to Reset an Assignment in Codio
Navigating Codio Assignments, Locked Data Structures (Optional), Condition Variables (Optional), Semaphores (Optional), How to Reset a Graded Assignment in Codio
Navigating Codio Assignments, Multi-CPU Scheduling (Optional), Concurrency Bugs (Optional), Event-Based Concurrency (Optional), How to Reset a Graded Assignment in Codio
Course: Advanced Linear Models for Data Science 2: Statistical Linear Models
Modules:
Introductory video, Multivariate expected values, the basics, Expected values, matrix operations, Multivariate variances and covariances, Multivariate covariance and variance matrix operations, Expected values of quadratic forms, Expected value properties of least squares estimates
Normals and multivariate normals, The singular normal distribution, Normal likelihoods, Normal conditional distributions
Chi squared results for quadratic forms, Confidence intervals for regression coefficients, F distribution, Coding example, Prediction intervals, Coding example, Confidence ellipsoids, Coding example
Residuals distributional results, Code demonstration, Leave one out residuals, Press residuals
Course: Data Structures and Algorithms (IV)
Modules:
写在选课之前, 考核方式, 课程教材与讲义, 关于讨论区, 微信平台
10-A1-1：应用需求, 10-A1-2：计算模式, 10-A1-3：功能接口, 10-A2-1：向量, 10-A2-2：有序向量, 10-A2-3：BBST, 10-B1-1：完全二叉树, 10-B1-2：结构性, 10-B1-3：形具神备, 10-B1-4：堆序性, 10-B2-1：上滤, 10-B2-2：实例, 10-B2-3：实现, 10-B2-4：效率, 10-B3-1：算法, 10-B3-2：实例, 10-B3-3：实现, 10-B3-4：效率, 10-B4-1：自上而下的上滤：算法, 10-B4-2：自上而下的上滤：效率, 10-B4-3：自下而上的下滤：算法, 10-B4-4：自下而上的下滤：实例, 10-B4-5：自下而上的下滤：效率, 10-C-1：算法, 10-C-2：就地, 10-C-3：实现, 10-C-4：实例, 10-XA1-1：第一印象, 10-XA1-2：堆之合并, 10-XA1-3：奇中求正, 10-XA1-4：NPL, 10-XA1-5：左倾性, 10-XA1-6：左展右敛, 10-XA2-1：LeftHeap模板类, 10-XA2-2：算法, 10-XA2-3：实现, 10-XA2-4：实例, 10-XA3-1：插入即是合并, 10-XA3-2：删除亦是合并
11-A-1：定义+特点, 11-A-2：术语, 11-A-3：ADT, 11-B1-1：问题与需求, 11-B1-2：算法测评, 11-B2-1：构思, 11-B2-2：版本一, 11-B2-3：版本二, 11-B2-4：性能, 11-C1-1：重复匹配的前缀, 11-C1-2：不变性, 11-C1-3：记忆力, 11-C1-4：预知力, 11-C2-1：制表备查, 11-C2-2：主算法, 11-C2-3：实例, 11-C3-1：快速移动, 11-C3-2：避免回溯, 11-C3-3：通配哨兵, 11-C4-1：递推, 11-C4-2：算法, 11-C4-3：实现, 11-C5-1：失之粗糙, 11-C5-2：精准估计, 11-C6-1：美中不足, 11-C6-2：以卵击石, 11-C6-3：前车之覆, 11-C6-4：后车之鉴, 11-C6-5：可视对比
11-D1-1：不对称性, 11-D1-2：善待教训, 11-D1-3：前轻后重, 11-D1-4：以终为始, 11-D2-1：坏字符, 11-D2-2：特殊情况, 11-D3：画家策略, 11-D4-1：最好情况, 11-D4-2：最坏情况, 11-E1-1：兼顾经验, 11-E1-2：好后缀策略, 11-E1-3：实例体验, 11-E2：构造gs表, 11-E3-1：BM之性能, 11-E3-2：各算法纵览, 11-F1-1：化串为数, 11-F1-2：凡物皆数, 11-F1-3：串亦是数, 11-F2-1：数位溢出, 11-F2-2：散列压缩, 11-F2-3：应对冲突, 11-F2-4：指纹更新
12-A1-1：分而治之, 12-A1-2：轴点, 12-A1-3：构造轴点, 12-A1-4：单调性 + 不变性, 12-A1-5：实例, 12-A2-1：不稳定 + 就地, 12-A2-2：最好情况 + 最坏情况, 12-A2-3：平均情况, 12-A4-1：不变性, 12-A4-2：单调性, 12-A4-3：实现, 12-A4-4：实例, 12-A4-5：时间 + 空间 + 稳定性, 12-B1-1：选取 + 中位数, 12-B1-2：从中位数到众数, 12-B1-3：从频繁数到众数, 12-B1-4：减而治之, 12-B1-5：算法实现, 12-B3-1：尝试, 12-B3-2：quickSelect, 12-B3-3：linearSelect：算法, 12-B3-4：linearSelect：性能分析A, 12-B3-5：linearSelect：性能分析B, 12-B3-6：linearSelect：性能分析C, 12-C1-1：策略, 12-C1-2：实例, 12-C1-3：循秩访问, 12-C1-4：插入排序, 12-C1-5：Shell序列, 12-C2-1：邮资问题, 12-C2-2：定理K, 12-C2-3：逆序对
玩具 (Toy), 任务调度 (Schedule), 循环移位 (Cycle)
Course: Intro to Strategic Management for Healthcare Organizations
Modules:
Course Introduction, Meet Your Faculty: Paul Levy, Meet Your Faculty: John Friar, What is Strategy?, Strategy as a Process, Corporate Strategy Components, Corporate Strategy Processes, What is Different About Nonprofits?
Business Strategy, Competitor Analysis, Markets and Competitive Strategy, Different Lenses to Markets and Competitors
Environmental Analysis, Determinants of Healthcare Cost Increases, Implications for U.S Healthcare Providers, Impact of Drug Development on Healthcare Institutions, Customer Analysis, Healthcare Consumers, Positioning and Branding, Market Analysis
Internal Analysis, Assessment in Internal Analysis, Managing the Service Portfolio, Using The Correct Metrics
Course: MOST from a Methodological Perspective
Modules:
Lesson 0 Video, Lesson 1 Video, Lesson 2 Video, Lesson 3 Video, Lesson 4 Video, Lesson 5 Video, Lesson 6 Video, Lesson 7 Video
Lesson 1 Video, Lesson 2 Video, Lesson 3 Video, Lesson 4 Video, Lesson 5 Video, Lesson 6 Video
Lesson 1 Video, Lesson 2 Video, Lesson 3 Video, Lesson 4 Video, Lesson 5 Video
Lesson 1 Video, Lesson 2 Video, Lesson 3 Video, Lesson 4 Video, Lesson 5 Video, Lesson 6 Video
Lesson 1 Video, Lesson 2 Video, Lesson 3 Video, Lesson 4 Video, Lesson 5 Video
Lesson 1 Video, Lesson 2 Video, Lesson 3 Video, Lesson 4 Video
Final Assessment
Course: Software Architecture for the Internet of Things
Modules:
Welcome to Software Architecture for IoT, Challenges in Modern Software Engineering, What is Software Architecture?, Why is software architecture important? (1), Why is software architecture important? (2), The role of the software architect
EV charging at a private charging pole, The Software Architecture Design Process, Software requirements, Documenting Requirements, What is the ADD process?, Software Architecture in the Development Process, Introduction Share & Charge, Introduction Share & Charge case: Business model
Use Case, Second Interview, What are quality attributes?, The nature of quality attributes, What are QAS?, QA - Interoperability, QA - Modifiability
What are tactics? How do they differ from patterns?, Tactic: Interoperability, Tactic - Modifiability, Introduction to DYAMAND, Problems and solutions
Different types of patterns, Combining Tactics and Patterns, DYAMAND's requirements, DYAMAND's architecture (1), DYAMAND's architecture (2)
Course: Vector Database Projects: AI Recommendation Systems
Modules:
Course Introduction, Hugging Face
Course: Gender Analytics Capstone Project
Modules:
Welcome to the Gender Analytics Capstone Project, Application Spotlight: the uniqueness of the capstone, Project description, How design comes in the capstone project
Introduction to week 2 of capstone
Introduction to week 3 of capstone
Introduction to week 4 of capstone, Congratulations and launch!
Course: Western Religions & Ecology
Modules:
Video: Land Acknowledgement - John Grim and Mary Evelyn Tucker, Course Introduction: Western Religions and Ecology - John Grim and Mary Evelyn Tucker, Personal Introduction - Mary Evelyn Tucker, Personal Introduction - John Grim, Lecture - What is Religion? - Mary Evelyn Tucker, Lecture - Introduction to the Study of Religion and Ecology - John Grim and Mary Evelyn Tucker
Lecture - Judaism: Formation and Figures - John Grim, Lecture - Introduction and Overview to Judaism: Scriptures and Commentaries - John Grim, Lecture - Introduction and Overview to Judaism: Beliefs and Practices - John Grim
Lecture - Judaism and Ecology into the Present: Orienting and Grounding - John Grim, Lecture - Judaism and Ecology into the Present: Nurturing and Transforming - John Grim, (Optional) Joshua Ratner, “Jewish Rituals and Engaged Environmentalism.” Interview by Mary Evelyn Tucker
Lecture - Overview of Christianity: Formation and Figures - John Grim and Mary Evelyn Tucker, Lecture - Introduction to Christianity: Scripture and Commentary - John Grim and Mary Evelyn Tucker
Lecture - Christianity and Ecology Into the Present - John Grim, A Crime Against Creation, Willie Jennings, “Environmental Justice and the Christian Doctrine of Creation.” Interview by John Grim and Mary Evelyn Tucker, Melanie Harris, “Eco-Womanism, Ecological Memory, and Womanist Theology.” Interview by Mary Evelyn Tucker
Lecture - Overview of Islam: Formation and Figures - John Grim and Mary Evelyn Tucker, Lecture - Introduction to Islam: Scripture and Commentary - John Grim, Lecture - Overview of Islam: Beliefs and Practices - John Grim and Mary Evelyn Tucker
Lecture - Islam and Ecology into the Present: Orienting: Grounding, Nurturing, and Transforming - John Grim and Mary Evelyn Tucker
Everett Gendler, “Judaism, Social Justice, and Religious Environmentalism.” Interview by Mary Evelyn Tucker
Lecture - Course Conclusion: Western Religions and Ecology - Mary Evelyn Tucker and John Grim
Course: AWS: Monitoring and Logging
Modules:
Overview of the exam, Introduction to Monitoring and Metrics Part-1, Introduction to Monitoring and Metrics Part-2, Introduction to Monitoring and Metrics Part-3, Amazon CloudWatch - Part 1, Amazon CloudWatch - Part 2, Amazon CloudWatch - Lab, AWS CloudTrail, AWS CloudTrail - Lab, AWS Config, How to set up and config rules for AWS Config?  - Part 1, How to set up and config rules for AWS Config? - Part 2
Amazon EC2 - Lab - Part 1, Amazon EC2 - Lab - Part 2, How to connect to the EC2 instance?, How to launch and connect Windows based instances?, Monitoring Amazon Elastic Load Balancer (ELB), Monitoring Amazon RDS, Amazon RDS - Lab, Monitoring Amazon ElastiCache, Amazon Elastic File System (EFS) - Lab - Part 1, Amazon Elastic File System (EFS) - Lab - Part 2
Course: Leveraging Virtual Assistants for Personal Productivity
Modules:
Introduction and Meet Your Instructor, Benefits of AI-Driven Personal Productivity, Real-World Examples of Personal Productivity, Introduction to AI Tools for Personal Tasks, Analyzing AI Solutions for Personal Productivity, Case Studies on AI-Powered Personal Productivity, Using Virtual Assistants for Personal Tasks, Customizing AI Tools for Personal Productivity, Practical Demonstration, Measuring the Impact of AI Tools, Time Management and Efficiency, Real-World Success Stories
Course: Refugees in the 21st Century
Modules:
Introductory video - Welcome to ‘Refugees in the 21st Century’., A world of refugees
‘Who is a refugee?’
'The global refugee protection regime'
Durable solutions for refugees
'Refugees as migrants’
Only the tip of the 'forced migration' iceberg
Course: Nutrición y obesidad: control de sobrepeso
Modules:
Introducción al mundo de la obesidad, ¿Qué es la obesidad y el sobrepeso?, Aparato digestivo y la regulación del peso
Enfermedades asociadas al sobrepeso y obesidad, Complicaciones y consecuencias de la obesidad, Métodos éticos y no éticos para su control, Evaluaciones antropométricas, ¿Qué es el IMC?
Grupos de alimentos, Plan alimentario, Aplicación de un modelo práctico, Ejemplo práctico
Introducción, ¿Qué es la actividad física y el ejercicio?, Guía de ejercicios, Autoconocimiento, autoestima y familia, Comer fuera de casa, Despedida
Course: Machine Learning in the Enterprise - 한국어
Modules:
과정 소개
소개, ML 엔터프라이즈 워크플로 개요
소개, Feature Store, Data Catalog, Dataplex, Analytics Hub, 데이터 전처리 옵션, Dataprep, 실습 소개: Dataprep으로 전자상거래 분석 파이프라인 탐색 및 생성, Coursera: Google Cloud 및 Qwiklabs 시작하기
소개, 머신러닝의 기술과 과학, 학습 속도 높이기, 커스텀 학습을 사용하는 경우, 학습 요구사항 및 종속 항목(1부), 학습 요구사항 및 종속 항목(2부), Vertex AI를 사용한 커스텀 ML 모델 학습
소개, Vertex AI Vizier 하이퍼파라미터 조정, 실습 소개: Vertex AI: 하이퍼파라미터 조정
소개, Vertex AI를 사용한 예측, Vertex AI를 사용한 모델 관리, 실습 소개: Vertex AI 모델 모니터링
소개, Vertex AI Pipelines를 사용한 예측, 실습 소개: Vertex AI Pipelines
소개, 모델 배포 및 서빙을 위한 권장사항, 모델 모니터링 권장사항, Vertex AI Pipelines 권장사항, 아티팩트 구성을 위한 권장사항
요약, 리소스: 모든 퀴즈 문항, 리소스: 모든 읽기 자료, 리소스: 모든 슬라이드 (English only)
시리즈 요약
Course: Sustainable Construction Management
Modules:
1.1.1 Sustainability Construction Engineering- Best Practices - Video, 1.2.1 Sustainable Management Opportunities - Video, 1.3.1 Optimize Sustainability Principles   - Video, 1.4.1 Sustainability Knowledge is Power  - Video, 1.5.1 Sustainable Design and Certification  - Video - Let's Wrap up!
2.1.1 Sustainable Design and Construction (Video) - Let's get Started, 2.2.1  Steps in Sustainable Building Construction Process  - Video, 2.3.1 Major Sustainable Construction Stages - Video, 2.4.1 Sustainable Design and Construction Parameters  - Video, 2.5.1 Sustainable Construction Methods - Video- Let's Wrap up!
3.1.1 Sustainable Facility Risk Management  (Video) - Let's Get Started, 3.2.1 Sustainable Environmental Management- Video, 3.3.1 Building Systems and Controls - Video, 3.4.1 Sustainable Energy Management and Renewable Energy - Video, 3.5.1 Green Building Construction - Video - Let's Wrap up!
4.1.1 Sustainable Construction Engineering Best Practices (Video) - Let's Get Started, 4.2.1 Sustainable Construction Engineering Opportunities  - Video, 4.3.1 Sustainable Construction Procurement and Commissioning- Video, 4.4.1 Sustainable Project Management Best Practices - Video, 4.5.1 Sustainable Construction Project Management Plans - Video- Let's Wrap up!
Congratulations! Now How About a Quick Retro...?, Don't Forget to Claim You Some PDUs!, Continue Your Education with UMD!, Join an Information Session, Five Stars Please :)
Course: Introduction to Medical Software
Modules:
Introduction to this class, A guided tour of medical software, A guided tour of medical software – 2, Medical devices and the regulatory process, U.S. healthcare landscape overview, Why is healthcare so expensive?, Promise of the digital transformation of healthcare
The FDA: Mission and History, The Quality System Regulation, General Principles of Software Validation, The IMDRF SaMD documents, The Regulatory Process, Emerging Issues: AI/ML
Patients, Doctors and ???, Clinical Information Technology (IT), Clinical IT II – Medical Imaging, Demo of EHR & PACS (Prof. Mariam Aboian), Data Privacy, Cybersecurity
Quality Management Systems, The IMDRF QMS Guidance, The IMDRF QMS Guidance – Continued, Introduction to Risk Management, The Risk Management Process, The Risk Management Process – 2
Life Cycles and IEC 62304, Life Cycles and IEC 62304 – 2, The IGNS Example Project, A Guided Tour of the Life Cycle Process, Information Transmission
Identifying User Needs, Identifying User Needs Continued, User Needs For Example Project, Systems Requirement Specification (SRS), SRS Template, SRS for our IGNS Project
The Software Design Document, A Template for the Software Design Document, Example Software Design For Our IGNS project, Usability Engineering, Impact and Analysis Emerging Digital Behavioral Health Industry
Construction, Managing code and Revision Control Systems, Introduction to Software Testing, Integration Testing in realtime fMRI, Verification and Testing
Introduction to Probability, Multiple Events, Introduction to Statistics, Estimating Probability Density Functions, Signal Detection, Statistical Significance, Statistical Significance – 2, Importance of Randomization
Introduction to Validation, Introduction to Clinical Trials, Creating a Validation Plan, Deployment, Maintenance & Retirement
Introduction to AI/ML, Evaluation of ML Methods and Related Issues, Introduction to Deep Learning (Prof. Nicha Dvornek), Regulatory Guidance on AI/ML, The Singapore Guidance and AI/ML, AI/ML and the Software Life Cycle (Prof. John Onofrey)
Value Drivers in Digital Medicine, Changing Business Models in Healthcare, Setting up a new Healthcare Venture, Finding your First Paying Customer, When and how to Raise Capital
Therac-25 presented by AnMei Little, Healthcare.gov presented by Daisha Roberts, Iowa 2020  Caucus App presented by  Alex Chen, WannaCry and the UK NHS presented by Ellie Gabriel
Descriptions and links to the complete videos on YouTube
Course: Gemini in Google Sheets - 日本語版
Modules:
Gemini in Google スプレッドシートの概要, 計画とトラッカーの作成, テンプレート プロンプトの作成と改良, アクティビティについての説明
Course: Responsive Website Tutorial and Examples
Modules:
Course overview
Introduction, Recap, Getting started, Adding a page, Administrating the blog and making it responsive, Creating A Portfolio Website with Blog summary
Module introduction, Introduction: Music Machine, Project structure, Adding sound, Adding interaction, Collaboration, Collaborative Apps 1 : Music Machine 2015 summary
Module introduction, Drawing machine, Drawing machine: worked example, Creating the application, Creating and serving data, Review, Collaborative Apps 2 : Drawing Machine summary
Recap of previous modules, Module introduction, Setting up the interface, Getting data, Rendering data on the page, Review, Creating a Data Visualisation Application summary
Course: Designing data-intensive applications
Modules:
Use Case 1
Use case 2
Use case 3
Use case 4
Course: Imagining Other Earths
Modules:
Welcome
Introduction, Planets, Stars and the Milky Way, From Galaxies to the Big Bang
Introduction, The Main Components, How Do We Know it When We See it?
Physics Overview, Energy Conservation and the Temperature of Planets, Habitable Zone and Goldilocks
Albedo and the Faint Sun Problem, Feedbacks and Stability, Snowball Earth
Bulk Properties of Materials, Kinetic Theory, Hydrostatic Equilibrium
Mercury, Magnetic Fields, Venus, Interview with Sean Solomon
Basics, Mars and Water, Our Past and Our Future?
Basics, Craters, Tides
Comets and Asteroids, Solar System Moons, Saturn
Kepler’s Laws and Search for Extrasolar Planets Part I, Kepler’s Laws and Search for Extrasolar Planets Part II, Kepler’s Laws and Search for Extrasolar Planets Part III, Interview with Debra Fischer, Interview with Freeman Dyson
Transits of Venus, Extrasolar Transits, Exoplanet Zoo
General Relativity, Microlensing, Stability, Interview with John Johnson
Basic Concepts, Properties of Light, Physical Properties
Stellar Structure, Nuclear Fusion, Evolution
Height of Mountains, Atoms, Jupiter and Brown Dwarfs
Optics and Light, Telescopes, Imaging Planets, Interview with Emily Rauscher
Angular Momentum, Protoplanetary Disks, Diversity of Planetary Systems
Simple Ingredients, Amino Acids to Proteins, Proteins to Cells
Synthesizing Life, Origin of Cells, Extraterrestrial Origin?
Inevitability of Evolution, Sex and its Alternatives, Tree of Life
Yellowstone National Park, Other Examples, Evolution and Astrobiology
Dinosaurs, The Other Four Great Extinctions, Fate of Humanity
The Faint Sun Problem, Goldilocks Problem, Habitable Zone
SETI, Interstellar Travel, Fermi Paradox, Interview with Tullis Onstott, Interview with Lisa Kaltenegger
Course: Regulatory Compliance & Risk Management in Banking in India
Modules:
Introduction to the Course & Meet Your Instructor, Explaining the Structure of Banking in India Banking System in India, Explore India's Regulatory Bodies and their Roles, Analyzing the Implementation of Key Banking Regulations, Examining Risks in the Banking Sector, Identifying the Types of Risks in the Banking Sector, Examining the Pillars for Stability Given by Basel Committee, Analyzing the Common Reasons for Penalties, Implementing Strategies & Risk Mitigation Techniques, Examining Technology’s Impact on India’s Regulatory Compliance, Summary, Congratulations and Continuous Learning Journey