dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: The Holocaust through the Perspective of Primary Sources
Modules:
Introduction to the Course, Introduction to EHRI, EHRI's Mission and Vision, Jewish and German Sources
Introduction to the Use of Holocaust Diaries as Historical Sources, The Critical Use of Diaries as Sources, Diaries from the Warsaw Ghetto, Case Study: Adam Czerniakow’s Diary, The Unique Perspective of Czerniakow's Diary, Czerniakow As Negotiator, A Glimpse Into the German Propaganda Machine, A Source of Unique Information, Snapshots of the Personal Private Self, Concluding the Czerniakow Case Study, Case Study: Emanuel Ringelblum, Emanuel Ringelblum's Diary, The Motivation to Write
The Critical Analysis of Photographs as Historical Sources, The Lodz Ghetto – Historical Background, Case Study: The Ghetto’s “Productivity” as Documented by Nazi Official Walter Genewein, Documenting “Productivity”: The Walter Genewein Collection, Contextualizing Genewein’s Photographs, Case Study: The Documentation of Daily Life in the Lodz Ghetto by the Jewish Photographer Mendel Grossman
Introduction, The German Public's Response to Nazi Persecution, 1933 – 1945, The Place of the Jews in the Situation Reports, Analysis of a Report, Documents on the Confiscation of Jewish Property, The Confiscation of Jewish Property in Germany, The Confiscation of Jewish Property in Austria, Messages of Mass Murder: The Einsatzgruppen Reports, Einsatzgruppen Reports: Categories and Content, Example of Reports, German Documents on Deportations: An Overview, The Test Case of the German Order Police
Introduction, The Unique Perspective of the Letter Genre, Methodological Considerations, “I Stayed Alive”: Motivations, Common Themes, and Differences, Background, Analysis, Background, Analysis
Introduction, Collecting Survivor Testimonies through the Years, Early Testimonies, The Advent of Survivor Testimony, Testimonies as Historical Sources, Differences Between Early and Later Testimonies, Final Reflections
Course: Math Prep: College & Work Ready
Modules:
Copyright Notice for MOOCs, TSI Math Prep Course Overview, My Day in the Life at UNT, Join UNT's BAAS Program Today!, Join UNT's BSGB Program Today!, Introduction to Whole Numbers, Algebra Language, Add and Subtract Integers, Multiply and Divide Integers, Visualize Fractions, Add and Subtract Fractions, Decimals and Percents, The Real Numbers, Properties of Real Numbers, Systems of Measurement
Properties of Equality, Solving Equations and Inequalities, Solve a Formula for a Specific Variable, Using a Problem-Solving Strategy, Solve Percent Applications, Solve Mixture Applications, Solve Uniform Motion Applications, Solve Applications with Linear Inequalities, Use the Rectangular Coordinate System, Intercepts and Slope, Slope-Intercept Form of an Equation of a Line, Finding Equations of Lines, Solve Systems of Equations by Graphing, Solve Systems of Equations by Substitution, Solve Systems of Equations by Elimination, Solve Applications with Systems of Equations
Add and Subtract Polynomials, Multiplication Properties of Exponents, Multiply Polynomials, Division Properties of Exponents, Integer Exponents and Scientific Notation, Greatest Common Factor and Factor by Grouping, Factor Trinomials with a=1, Factor Trinomials with a>1, Solve Quadratics by Factoring, Simplify Rational Expressions, Multiply and Divide Rational Expressions, Add and Subtract Rational Expressions, Solve Rational Equations, Solve Work Applications, Inverse and Direct Variation, Simplify and Use Square Roots, Simplify Square Roots, Add and Subtract Square Roots, Multiply and Divide Square Roots, Solve Equations with Square Roots, Rational Exponents, Solve Quadratic Equations Using the Square Root Property, Solve Quadratics Using the Quadratic Formula, Solve Applications Modeled by Quadratic Equations, Graphing Quadratic Equations in Two Variable
Distance and Midpoint Formulas, Solve Proportion and Similar Figure Applications, Solve Geometry Applications:  Triangles, Rectangles, and the Pythagorean Theorem, Solve Geometry Applications:  Circles and Irregular Figures, Solve Geometry Applications:  Volume, Advanced Counting Methods, Measures of Center and Probability, Statistical Graphs and Tables
Course: Effectuation: Lessons From Expert Entrepreneurs
Modules:
Welcome to Effectuation: Lessons from Expert Entrepreneurs, Course Introduction, Introduction to Week 1, Introduction to Effectuation, Principles of Effectuation, Week 1 Story, Bird-in-Hand Principle, Means Driven vs. Goal Driven, Week 1 Action Assignment, Week 1 Conclusion
Introduction to Week 2, Affordable Loss Principle, Affordable Loss and Opportunity Cost, Where Do Ventures NOT Get Their Funding?, Crazy Quilt Principle, The Effectual Ask, Week 2 Story, Week 2 Action Assignment, Week 2 Conclusion
Introduction to Week 3, Daymond John: Sleepless Nights, Lemonade Principle, Where Do Ventures Get Funding and What Are Their Failure Rates?, Pilot-in-the-Plane Principle, Week 3 Story, Week 3 Action Assignment, Week 3 Conclusion
Introduction to Week 4, Navigating the Prediction-Control Space, Week 4 Story, The Effectual Process, The Effectual Cycle, The Entrepreneurial Method, Week 4 Action Assignment, Week 4 Conclusion, Course Conclusion
Course: Types of Conflict
Modules:
Welcome Video
Different Types of Conflict Lesson 1, Different Types of Conflict Lesson 2, Case Study: Working Overtime, Case Study: Dominating Team Member, Case Study: Communicating with Coworker, Interview with Brent Rasmussen, Different Types of Conflict Lesson 1 Debrief, Different Types of Conflict Lesson 2 Debrief, Book Review: MGMT 3, Book Review: The Courageous Follower, Resource: Change Style Indicator
Positive Aspects of Conflict Lesson 1, Positive Aspects of Conflict Lesson 2, Case Study: Finders Keepers, Case Study: Professional Dress, Case Study: Benefits Issue, Interview with Joseph Chatelle, Interview with Chris O'Neal, Positive Aspects of Conflict Lesson 1 Debrief, Positive Aspects of Conflict Lesson 2 Debrief
Positive Ways of Dealing with Conflict Lesson 1, Positive Ways of Dealing with Conflict Lesson 2, Case Study: Performance Evaluation, Case Study: Silence is Acceptance, Case Study: Dealing with Young Workers, Interview with Karen Kaye, Positive Ways of Dealing with Conflict Lesson 1 Debrief, Positive Ways of Dealing with Conflict Lesson 2 Debrief, Book Review: Crucial Confrontations, Book Review: Leadership, Theory, Skill Development
End of Course Video
Course: Reports, Dashboards, and Customer Success in Salesforce
Modules:
Introduction to the Course, The Sales Operations Specialist Role, Salesforce Updates and Customization, Week 1 Introduction, Everyday Tasks of a Customer Success Manager
Week 2 Introduction
Week 3 Introduction, The Responsibilities of a Sales Manager, Going from Request to Report, Sales Team Members and the Sales Process: A Review
Week 4 Introduction, Course and Certificate Recap, Congratulations!
Course: Pelaksanaan Proyek: Menjalankan Proyek
Modules:
Pengantar Materi 4, Pentingnya pelacakan, Item-item umum untuk dilacak, Metode-metode pelacakan yang berbeda, Belinda: melacak dan mengelola anggaran, Pranjal: Mengelola beberapa jalur pelacakan, Mengapa risiko dan perubahan terjadi, Mengidentifikasi dan melacak ketergantungan, Teknik untuk membantu mengelola risiko, Melakukan eskalasi risiko, Mengomunikasikan perubahan kepada tim, Akhir kata
Pendahuluan: Manajemen kualitas dan perbaikan berkelanjutan, Konsep-konsep utama manajemen kualitas, Membina hubungan pelanggan dengan keterampilan komunikasi, Mengukur kepuasan pelanggan, Memastikan aksesibilitas selama pengumpulan umpan balik, Sue: Pentingnya memahami kebutuhan pelanggan, Perbaikan berkelanjutan dan perbaikan proses, Kerangka kerja perbaikan berbasis data, Membedakan proyek dari program, Jacob: Menumbuhkan pola pikir perbaikan berkelanjutan, Tujuan retrospektif, Melakukan retrospektif, Gernot: Menggunakan retrospektif untuk kembali ke jalur yang benar, Penutup
Pendahuluan: Pengambilan keputusan berdasarkan data, Manfaat data, Jenis data proyek yang umum, Membedakan data penting, Menggunakan analisis data sebagai informasi dalam pengambilan keputusan, Menyajikan data untuk menyampaikan cerita proyek, Alat visualisasi data, Teknik presentasi yang efektif, Membuat presentasi yang mudah diakses, Penutup
Pendahuluan: Keterampilan kepemimpinan dan memengaruhi, Pentingnya kerja sama tim proyek, Faktor-faktor yang memengaruhi efektivitas tim, Memimpin tim yang berkinerja tinggi, Emilio: Belajar memimpin, Pengembangan tim dan mengelola dinamika tim, Rowena: Mendelegasikan detail-detailnya, Kepemimpinan yang beretika dan inklusif, Langkah-langkah untuk memengaruhi secara efektif, Menggunakan sumber-sumber kekuasaan untuk memengaruhi, Chris: Memengaruhi orang lain dengan menunjukkan dampak proyek, Penutup
Pendahuluan: Komunikasi proyek yang efektif, Berkomunikasi dengan berbagai cara, Tool komunikasi yang umum digunakan, Bagaimana mengatur rapat yang efektif, Jenis rapat proyek yang umum dilakukan, Akhir kata
Pendahuluan: Menutup proyek, Pentingnya penutupan proyek, Proses penutupan untuk klien dan pemangku kepentingan, Proses penutupan tim, Sarah: Mengapa saya menyukai retrospektif, Proses penutupan untuk manajer proyek, Penutup materi
Course: Social Listening
Modules:
Introduction to the Course & Meet Your Instructor, Defining Social Listening, History and Evolution of Social Listening, Key Concepts and Terminology, Types of Social Listening Tools, Features of Social Listening Tools, Popular Social Listening Tools, Setting Objectives and Developing Social Listening Plans, Analyzing Social Listening Data, Reporting and Making Decisions, Congratulations and Continuous Learning Journey
Course: Forecasting Models for Marketing Decisions
Modules:
Approaches to Forecasting, Regression - Based Modeling, Examining the Residuals, Assessing Forecasting Performance
How to Use Customer Centric Analytics, Business Decisions Drive Customer Choices, Illustrating Customer Acquisition in Excel, Timing Models in Marketing, Model for Retention Excel Demonstration, Kiwi Bubbles Exercise Excel Demonstration
Managing Customer Equity, Acquisition, Retention, & Market Value, Customer Valuation, Marketing to New & Current Customers
Marketing Mix Modeling, Instructions for Exercise, Instructions for Exercise, Instructions for Exercise
Course: Anatomy of the Abdomen and Pelvis; a journey from basis to clinic.
Modules:
Trailer: Anatomy of the Abdomen and Pelvis, Welcome and introduction, How to succeed in your online class?
Introduction 'Mapping the abdomen and pelvis', Follow the food - A tour along the intestines, Anatomy on the table - 'Follow the food': A tour along the intestines, What do you see if you open the abdomen, Anatomy on the table - What do you see if you open the abdomen, Human Anatomy 101 - What you need to know, Working with the viewers, A tour of the abdomen and pelvis in the viewers, Summary of module ‘Mapping the abdomen’
Introduction, Four layer model, Peristalsis and muscle layer orientation: in-depth, Esophagus histology at a glance, Stomach histology in a nutshell, GI Tract histology: Some practical pointers, A slice of the gut at a glance, Introduction embryology and what happened before..., Folding of the embryo, Cavities
Introduction, Histology: Some practical pointers, A slice of pancreas at a glance, Liver histology at a glance, Introduction, Gut rotation in the embryo, Animation, Exercise embryology - Movie I (no audio), Exercise embryology - Movie II (no audio), Exercise embryology - Movie III (no audio)
Introduction 'The peritoneum - Why the surgeon needs embryology', Why bother about the peritoneum, What makes understanding the peritoneum so difficult, The relation of the peritoneum to the gut, Locations of the intestines in relation to the peritoneum, Anatomy on the table - The three locations of organs in relation to the peritoneum, Peritoneal terminology: Introduction, Peritoneal development, Peritoneal development, step 0, model, Introduction, Peritoneal development, step 1, model, Rotation of stomach, duodenum, pancreas, Peritoneal development, step 2, model, Rotation of the bowels, Peritoneal development, step 3, model. Development of the greater omentum, Anatomy on the table - Peritoneal structures and relations – an overview
Protecting the internal organs, Introduction of the abdominal wall, General principles of the body wall, From body wall to abdominal wall, Structures of the abdominal wall, Anatomy on the table - Demonstration of the superficial body wall, Anatomy on the table - Demonstration on the deep body wall, The hidden importance of the pelvic floor, Urine and bowel continence, Gems of the pelvis, Overview female pelvis, The extrauterine pregnancy, How to use the OAH viewer, Laparoscopy: normal pelvic organs (no audio), Laparoscopy: normal pelvic organs with explanation (no audio), Laparoscopy: Adnex extirpation 1 (no audio), Laparoscopy: Adnex extirpation 1 with explanation (no audio), Laparoscopy: Adnex extirpation 2 (no audio), Laparoscopy: Adnex extirpation 2 with explanation (no audio)
Anatomy of pain, Organisation of the nervous system, Anatomy on the table - Innervation of the viscera: Thorax, Anatomy on the table - Innervation of the viscera: Abdomen, Visceral stimuli, Types of abdominal pain, Visceral pain, Referred pain, From theory to practice, Evaluating abdominal pain, Examining the abdomen
Final quiz of the MOOC
Course: Lean Manufacturing & Robotics for Flexible Systems
Modules:
Introduction and Welcome, An Overview of FMS, Core Components of FMS, Importance of Flexibility in Manufacturing, CNC Machines and Robotics, Automated Guided Vehicles (AGVs), Computer Integrated Manufacturing (CIM), FMS in Automotive Industry, FMS in Electronics Manufacturing, An FMS Implementation Example
Introduction to Module 2, Overview of Lean Principles, Types of Waste in Lean, Continuous Improvement in Lean, 5S Methodology, Kanban System, Implementing Lean in Manufacturing – Part 1, Implementing Lean in Manufacturing - Part 2, Implementing Lean in Manufacturing – Part 3
Introduction to Module 3, Importance of Integration, Common Challenges, Benefits of Combining FMS and Lean, Aligning FMS with Lean Goals, Enhancing Efficiency through Integration – Part 1, Enhancing Efficiency Through Integration – Part 2, Leadership Commitment and Vision Setting, Employee Training and Engagement, Monitoring and Continuous Improvement
Introduction to Module 4, A Real-world Example of FMS-lean Integration, Challenges to Overcome in Implementation, Lessons Learned from the Real-world Case, Industry 4.0 and its Impact, AI and Machine Learning in Manufacturing, Future Trends and Innovations, Recap of Key Concepts, Addressing Common Questions, Looking Ahead: Future of Flexible and Lean Manufacturing, Wrap Up and Key Takeaways
Course: Methods and Statistics in Social Science - Final Research Project
Modules:
... and welcome to the Final Research Project!
Preparing for Milestone 1 - Research topic
Milestone 1 - General hypothesis and design
Milestone 2 - Design, operationalizations and expectations
Milestone 3 - Measurement and manipulation material
Milestone 4 - Data collection, methods documentation and analysis plan
Milestone 5 - Statistical analysis
Milestone 6 - Report
Putting it all together
Reflection on the course and specialization, The end...
Course: Research Instruments and Research Hypotheses
Modules:
The Role of the Questionnaire, Screening Questions, Develop a Good Questionnaire, Literature Review and Measurements
Sources of Measurement Differences, Assessing the validity of measurements, Criterion Related validity, Attitude Measurement
Data Preparation, Transcribing and Data Cleaning, Selecting a Data Analysis Strategy, Frequency Distribution
Hypothesis Testing, Hypothesis Testing Independent versus Related Samples, Non-Parametric Tests: One Sample and Two Independent Samples, The Research Report
Course: Introduction to Business Analytics
Modules:
Welcome to the Business Intelligence Analyst Professional Certificate!, The Business Intelligence Analyst Role, Welcome to the Course, Welcome to Week 1, Business Analytics vs. Business Analysis vs. Data Analytics
Welcome to Week 2
Welcome to Week 3, What Is Project Management?
Welcome to Week 4, Congratulations
Course: Interfacing with the Arduino
Modules:
Module 1 Introduction (video), Lecture 1.1 - Electrical Circuits, Lecture 1.2 - Electrical Properties, Lecture 1.3 - Ohm's Law, Lecture 2.1 - Electrical Components, Lecture 2.2 - Diodes, Lecture 2.3 - Switches, Potentiometers, Lecture 3.1 - Wiring, Lecture 3.2 - Wiring Demo, Pushbutton, Lecture 3.3 - Wiring Demo, Potentiometer
Module 2 Introduction (video), Lecture 1.1. - Sensors, Lecture 1.2 - Resistive Sensors, Lecture 1.3 - Resistive Sensor Demo, Lecture 2.1 - Actuators, Lecture 2.2 - Analog Actuators, Lecture 2.3 - Pulse Width Modulation, Lecture 3.1 - Demo Fade Example, Lecture 3.2 - Making Sounds, Lecture 3.3 - Demo Music System
Module 3 Introduction (video), Lecture 1.1 - Arduino Libraries, Lecture 1.2 - EEPROM (Updated), Lecture 1.3 - Masking (Updated), Lecture 2.1 - I2C Communication, Lecture 2.2 - I2C Transactions, Lecture 2.3 - Sending Bits, Lecture 3.1 - Wire Library, Lecture 3.2 - Master Communication, Lecture 3.3 - Slave Operation
Module 4 Introduction (video), Lecture 1.1 - Arduino Shields, Lecture 1.2 - Ethernet Shield, Lecture 1.3 - Ethernet Library, Lecture 2.1 - Ethernet Client, Lecture 2.2 - Client Examples, Lecture 2.3 - Ethernet Server, Lecture 2.4 - Ethernet Shield Demo, Lecture 3.1 - WiFi Shield, Lecture 3.2 - WiFi Shield Demo
Course: Object-Oriented Java: Inheritance and Encapsulation
Modules:
Navigating Codio Assignments, What is Encapsulation? Lesson Notes (Optional Download), Getters and Setters Lesson Notes (Optional Download), Encapsulation Lab (Review and Practice) Lesson Notes (Optional Download), How to Reset an Assignment in Codio
Superclass & Subclass Lesson Notes (Optional Download), Extending and Overriding Lesson Notes (Optional Download), Multiple Inheritance Lesson Notes (Optional Download), Inheritance Lab (Review and Practice) Lesson Notes (Optional Download)
Polymorphism Lesson Notes (Optional Download), Polymorphism Lab (Review and Practice) Lesson Notes (Optional Download)
Advanced Topics Lesson Notes (Optional Download), Advanced Topics Lab (Review and Practice) Lesson Notes (Optional Download)
Course: Desarrolla tu líder
Modules:
Bienvenida al curso, Las preguntas fundamentales, Los roles del líder, La brecha de percepción
Riesgos de cada estilo personal, La percepción, Las distintas perspectivas sobre el liderazgo, El modelo de liderazgo integral
Conflicto entre el estilo preferido y el que demanda la situación, Prácticas de los equipos exitosos, Estereotipos de comportamiento grupal
El aporte de los sociólogos, El mito de Giges, Qué nos enseña Shakespeare en Enrique VIII, El efecto Lucifer
Course: Data Modeling and Applications
Modules:
Course Overview, Instructor Introduction, Module 1 Introduction, Getting Started with Databases - Part 1, Getting Started with Databases - Part 2, Relational Databases, Structured Query Language, SQL Example, Database Systems, Database Management System, Enterprise-Class Database Systems
Module 2 Introduction, Entities, Relations, Keys, Setting Up Keys, Setting Up a Database in SQL Server - Part 1, Setting Up a Database in SQL Server - Part 2, Setting Up a Database in SQL Server - Part 3, Setting Up a Database in SQL Server - Part 4
Module 3 Introduction, Introduction to SQL - Part 1, Introduction to SQL - Part 2, Introduction to SQL - Part 3, Introduction to SQL - Part 4, Introduction to SQL - Part 5, SQL Queries - Part 1, SQL Queries - Part 2, SQL Queries - Part 3, SQL Queries - Part 4, SQL Queries - Part 5
Module 4 Introduction, SQL - Data Manipulation Language (DML) - Part 1, SQL - Data Manipulation Language (DML) - Part 2, Querying and Filtering Data - Exercises - Part 1, Querying and Filtering Data - Exercises - Part 2, Querying and Filtering Data - Exercises - Part 3, Querying and Filtering Data - Exercises - Part 4, Join Statements - Part 1, Join Statements - Part 2
Module 5 Introduction, Working with Joints in MS-SQL - Part 1, Working with Joints in MS-SQL - Part 2, Working with Joints in MS-SQL - Part 3, Working with Joints in MS-SQL - Part 4, DDL, Creating Tables Using MS-SQL - Part 1, Creating Tables Using MS-SQL - Part 2, Creating Tables Using MS-SQL - Part 3, Creating Tables Using MS-SQL - Part 4
Module 6 Introduction, Requirements Analysis - Part 1, Requirements Analysis - Part 2, ER Data Model, Binary Relationships - Part 1, Binary Relationships - Part 2, Crow's Foot Notation, Working with ER Diagrams in SQL - Part 1, Working with ER Diagrams in SQL - Part 2
Module 7 Introduction, Database Design - Part 1, Database Design - Part 2, Database Design - Part 3, Database Normalization - Part 1, Database Normalization - Part 2, Normal Forms - Part 1, Normal Forms - Part 2, Normal Forms - Part 3, Normal Forms Examples - Part 1, Normal Forms Examples - Part 2, Normal Forms Examples - Part 3, Normal Forms Demonstration
Module 8 Introduction, Authentication, Authorization, SQL Server Login - Part 1, SQL Server Login - Part 2, Database Administration, SQL Server Rows, Views, Views Exercise, Database Security, Triggers - Part 1, Triggers - Part 2
Summative Course Assessment
Course: AWS: Network Management and Operations
Modules:
Welcome to the Course, Course Introduction, Apply procedural concepts for the implementation of connectivity for hybrid IT architecture, Given a scenario, derive an appropriate hybrid IT architecture connectivity solution Part 1, Given a scenario, derive an appropriate hybrid IT architecture connectivity solution Part 2, Given a scenario, derive an appropriate hybrid IT architecture connectivity solution Part 3.1, Given a scenario, derive an appropriate hybrid IT architecture connectivity solution Part 3.2, Given a scenario, derive an appropriate hybrid IT architecture connectivity solution Part 3.3, Given a scenario, derive an appropriate hybrid IT architecture connectivity solution Part 4, Evaluate design alternatives leveraging Direct Connect, Define routing policies for hybrid IT architectures Part 1, Define routing policies for hybrid IT architectures Part 2
Apply AWS networking concepts, Given customer requirements, define network architectures on AWS, Create VPC, Subnets, Route Tables, and Network ACLs - Part 1, Create VPC, Subnets, Route Tables, and Network ACLs - Part 2, AWS Networking Concepts - Part 1, AWS Networking Concepts - Part 2, AWS Networking Concepts - Part 3, AWS Networking Concepts - Part 4, Subnets - Part 1, Subnets - Part 3_1, VPC components and subnet types, VPC Endpoint Services, Security Groups, NACL - Part 1.1, Security Groups, NACL - Part 1.2, Security Groups, NACL - Part 2, Propose optimized designs based on the evaluation of an existing implementation, Change Management Strategy - Part 1, Change Management Strategy - Part 2, Determine Network Optimization Strategy, Gap Analysis, Components of a Solution, Evaluate and optimize cost allocations given a network design and application data flow, Course Conclusion
Course: 機器學習技法 (Machine Learning Techniques)
Modules:
Course Introduction, Large-Margin Separating Hyperplane, Standard Large-Margin Problem, Support Vector Machine, Reasons behind Large-Margin Hyperplane
Motivation of Dual SVM, Lagrange Dual SVM, Solving Dual SVM, Messages behind Dual SVM
Kernel Trick, Polynomial Kernel, Gaussian Kernel, Comparison of Kernels
Motivation and Primal Problem, Dual Problem, Messages behind Soft-Margin SVM, Model Selection
Soft-Margin SVM as Regularized Model, SVM versus Logistic Regression, SVM for Soft Binary Classification, Kernel Logistic Regression
Kernel Ridge Regression, Support Vector Regression Primal, Support Vector Regression Dual, Summary of Kernel Models
Motivation of Aggregation, Uniform Blending, Linear and Any Blending, Bagging (Bootstrap Aggregation)
Motivation of Boosting, Diversity by Re-weighting, Adaptive Boosting Algorithm, Adaptive Boosting in Action
Decision Tree Hypothesis, Decision Tree Algorithm, Decision Tree Heuristics in C&RT, Decision Tree in Action
Random Forest Algorithm, Out-Of-Bag Estimate, Feature Selection, Random Forest in Action
Adaptive Boosted Decision Tree, Optimization View of AdaBoost, Gradient Boosting, Summary of Aggregation Models
Motivation, Neural Network Hypothesis, Neural Network Learning, Optimization and Regularization
Deep Neural Network, Autoencoder, Denoising Autoencoder, Principal Component Analysis
RBF Network Hypothesis, RBF Network Learning, k-Means Algorithm, k-Means and RBF Network in Action
Linear Network Hypothesis, Basic Matrix Factorization, Stochastic Gradient Descent, Summary of Extraction Models
Feature Exploitation Techniques, Error Optimization Techniques, Overfitting Elimination Techniques, Machine Learning in Practice
Course: Publicidad Digital con Google AdWords
Modules:
Universidad Austral, Introducción. Consultas básicas de Google Adwords, Redes de Adwords: Red de Búsqueda y Red de Display, Estructura de una cuenta de Adwords, Primer vistazo a una cuenta de Google Ads, Cómo configurar una cuenta de Google Ads, Métricas y Dimensiones importantes de Google Adwords, Conversiones
Introducción y repaso- La red de búsqueda de Google, Ranking, posición y CPC real en Google Search, Cómo lograr un buen nivel de calidad, Segmentaciones & Palabras Clave de la red de Búsqueda, Anuncios de la Red de Búsqueda de Google, Cómo armar un plan para preparar una lista de palabras clave, Cómo armar una lista de palabras clave en base a nuestro plan., Cómo armar Anuncios de texto en base a una estructura de palabras clave, Cómo subir estructuras al editor de anuncios, Cómo poner las configuraciones de campaña y publicar estructuras desde el editor de anuncios, Extensiones de anuncio
Conceptos Básicos de la Red de Display, Segmentaciones de Display: Visión General, Segmentaciones de Display: Orientaciones, Segmentaciones de Display: Públicos (Audiencias), Segmentaciones de Display: Públicos - Audiencias Avanzadas -(PARTE 1), Segmentaciones de Display : Públicos -Audiencias avanzadas- (PARTE 2), Anuncios de la Red de Display, Publicidad en Youtube
Introducción: Conceptos básicos sobre optimización de campañas en Google Adwords, Control de Presupuestos- Introducción, Control de Presupuestos- inversión por encima del presupuesto., Control de Presupuestos- Inversión por debajo del presupuesto, Ecosistema de clics en la Red de búsqueda: Posiciones, presupuestos, búsquedas y CPCs., Manejo de Pujas- Análisis de cuenta, Manejo de Pujas- Cómo modificar pujas, Configuraciones de Campañas- Introducción y Programación de anuncios, Configuraciones de Campañas- Dispositivos, Configuraciones de Campañas-Ubicaciones, Optimización de Palabras Clave- Introducción, Reporte de términos de búsqueda & palabras clave negativas, Optimización de Palabras Clave: Cambio de concordancias, Optimización de la Red de Display en Segmentaciones, Optimización de la Red de Display en Ubicaciones, Fuga de Conversiones, Embudo de Objetivos: Contactos, Adquisiciones y Ganancia
Course: Achieving Advanced Insights with BigQuery - Français
Modules:
Présentation du cours
Fonctions avancées (statistiques, analytiques, définies par l'utilisateur), Fonctions analytiques, clause WITH et fonction RANK(), Fonctions BigQuery définies par l'utilisateur (UDF), Conception de sous-requêtes et d'expressions de table courantes, Présentation de l'atelier : Obtenir des insights grâce aux fonctions SQL avancées
Comparaison entre BigQuery et une architecture de données relationnelle traditionnelle, Stockage dénormalisé basé sur des colonnes, Segmentation de tables, Présentation des champs imbriqués et répétés, Présentation des objets ARRAY et STRUCT, Aplatir des tableaux : anciens et standards, Résumé du module
Éviter les problèmes de performances de BigQuery, Empêcher le hotspotting dans vos données, Analyser les problèmes de performances, Présentation de l'atelier : Optimiser les coûts et les performances de BigQuery
Présentation des notebooks dans le cloud
Rôles d'accès aux données, création de vues autorisées et pièges courants
Résumé du cours
Course: Ancient Philosophy: Aristotle and His Successors
Modules:
Introduction to Ancient Philosophy, Introduction to Aristotle, Subjects and Predicates, Universals and Particulars, Substance and Subject, Subjects of Change
Matter, Form, and Change, Nature, Is Form or Matter Nature?, The Four Causes, Natural Teleology, Soul As Cause
The Eternity of Motion, The First Mover of the Cosmos, The Unmoved Mover, The Goal of Life, What Are You Doing With Your Life?, Happiness and Living Well, Pleasure and the Human Function, Virtue of Character, Godlike Virtue
Introduction to Epicurus, Nature and the Gods, Therapeutic Philosophy, Death Is Nothing To Us, What's Wrong With Death?, Ataraxia, Restricting Desire, Enduring Pain
Introduction to Stoicism, God in Nature, Following Nature, A Good Flow of Life, The Goal vs. The Target, The Lazy Argument, What Is Up To Us, Stoic Compatibilism, Conclusion
Course: Program Manager Capstone
Modules:
The Program Lifecycle and Program Definition Activities, Demo Video: Program Portfolio Planning
Demo Video: Resource and Budget Planning
Demo Video: Program Communications Management, Demo Video: Benefits Management
Demo Video: Program Status Reporting
Congratulations and Next Steps, Team and Acknowledgments
Reading: Develop Your Personal Portfolio
Course: Digital Safety and Security
Modules:
Welcome to Digital Safety and Security!
Practice the solution: Securing your digital environment, Infographic: Protecting your digital security, Plan security responses now to prevent headaches later: Key Takeaways
Practice the solution: Addressing your digital weak points, Infographic: Don’t get caught by phishing attacks, Stay vigilant to avoid falling into digital traps: Key Takeaways
Practice the solution: Backing up your data, Infographic: Back up your data, Initiate and automate backups at your earliest opportunity: Key Takeaways
Practice the solution: Using tools to prevent cyberattacks, Infographic: Preparing for the worst, Design resilient systems to prepare for worst-case scenarios: Key Takeaways
Practice the solution: Keeping up with your systems, Infographic: Caring for your devices, Budget time for upkeep to prevent issues from snowballing: Key Takeaways
Practice the solution: Planning to increase cyber safety, Infographic: The Basics of the NIST Framework, Communicate and collaborate on cyber safety: Key Takeaways
Final Thoughts
Course: Microeconomics Principles
Modules:
Microeconomic Principles at a Glance
1.1. Welcome to Principles of Microeconomics, 2.1. What is Economics?, 2.2. Opportunity Costs, 2.3. Net Marginal Benefit Principle, 2.4. The Invisible Hand Principle, 2.5. Trade
1.1. What is a Market?, 1.2. The Market for Romantic Relationships, 2.1. The Determinants of Demand, 2.2. The Demand Function, Schedule, and Curve, 2.3. Introducing Comparative Statistics: Changes in the Price, 2.4. A Change in Demand, Part 1, 2.5. A Change in Demand, Part 2, 3.1. The Determinants of Supply, 3.2. The Supply Equation, Schedule, and Curve, 3.3. Price of an Input Changes, 3.4. A Change in Technology, 4.1. Supply Surplus, Supply Shortage, and Equilibrium Price, 5.1. Changes in Demand: Price of Related Goods, 5.2. Changes in Demand: Consumer Preferences, 5.3. A Change in Supply, 5.4. Simultaneous Change in Supply and Demand, 6.1. Demand and Supply Conclusion
Course: Feedback Loops: Feedback Fundamentals
Modules:
Feedback Deserts, Feedback Lab: Feedback Ruts, Vague Feedback, Direct, Specific, Behavioral, Keep/Cut, Payoff and Prepwork, Internal Impact, Feedback Lab: Gems and Junk
E-D-I-T, Blue Ocean, E-R-R-C-->E-D-I-T, Eliminate, Decrease, Increase, Try, Feedback Lab: À La Carte
Self-Assessment, Self-Delusion, Feedback Lab: Lake Wobegon (Overview), Feedback Lab: Lake Wobegon (Health), Feedback Lab: Lake Wobegon (Education), Challenge and Recovery, Calendar Coding, Feedback Friction, Feedback Lab: Red Days vs. Blue Days
Noise Pollution, Bias, Noise, and Dart Boards, Noisy Judgments, Major Damage, Personality Change, Under Performance, Feedback Lab: Decision Hygiene
Course: Teaching EFL/ESL Reading: A Task Based Approach
Modules:
Course Overview
Task-based Language Teaching: Introduction to Module 1, What is a Task?, Feedback, Types of Tasks, The Role of the Task in the Syllabus, Feedback, The Rationale for Using Tasks in Language Teaching, The Task-based Lesson, Interview with Nick Andon
Introduction to Module 2: Overview of Reading Issues, Reading as a Cognitive Activity, Reading as a Communicative Activity: Reading In and Out of the Classroom, Reading as a Strategic Activity, Reading and Background Knowledge, Feedback on Background Knowledge, Developing Automaticity in Reading Fluency
Introduction to module, Principles for a Communicative, Task-based Approach to Teaching Reading, Classroom Implications Principles for Teaching Reading, The Three Phase Lesson, The Three Phase Lesson In Practice, Tasks and the Three Phase Reading Lesson, An Alternative Approach to Teaching Reading, Interview with Professor Cathie Wallace
Introduction to module 4, Focus on Language in the Reading Lesson, Pre-teach or Not to Pre-teach Vocabulary, Feedback, Glossing, Textual Input Enhancement, Language Focus in the Post-task Phase, Interview with Dr. Parvaneh Tavakoli
Extensive Reading: Introduction to module, Defining Extensive Reading, The Benefits of Extensive Reading, Read Easy, Read a Lot, Extensive Reading and Tasks, Overcoming Obstacles to Extensive Reading, Reading Circles: Interview with Sam Duncan
Introduction to module 6, Finding Suitable Texts, Designing Suitable Tasks for Texts, Adapting Reading Tasks, Interview with Caroline Herring, Interview with Professor Pauline Foster
Course: Mathematics for Engineers: The Capstone Course
Modules:
Course Overview, Week One Introduction, Navier-Stokes Equations | Lecture 1, Vorticity Equation | Lecture 2, Geometry of the Flow | Lecture 3, Two-dimensional Flow | Lecture 4, Stream Function | Lecture 5, Streamlines | Lecture 6, Reynolds Number | Lecture 7, Log-polar Coordinates | Lecture 8
Week Two Introduction, Finite Difference Method | Lecture 9, Iteration Equations | Lecture 10, Free-stream Boundary Conditions | Lecture 11, Cylinder Boundary Conditions | Lecture 12, Summary of the Boundary Conditions | Lecture 13, MATLAB Program (Steady) (Part A) | Lecture 14, MATLAB Program (Steady) (Part B) | Lecture 15
Week Three Introduction, Periodic Boundary Conditions | Lecture 16, Finite Difference Equations | Lecture 17, Stream Function Computation | Lecture 18, Stream Function Boundary Conditions | Lecture 19, Vorticity Computation | Lecture 20, MATLAB Program (Unsteady) (Part A) | Lecture 21, MATLAB Program (Unsteady) (Part B) | Lecture 22, Concluding Remarks
Course: Python Fundamentals for Designers
Modules:
Specialization Overview, Meet the Instructor, Course Overview, Introduction to Our Learning Environment, Variables, Expressions, and Data Types, Arithmetic Operations, Modularity in Programming, Functions in Python, Canvas & Colors, Draw & Setup Functions, Visualizing Mouse Coordinates
Drawing Primitives, Advanced Primitives, Iteration "For" Loop, Drawing Primitives with Loops, Drawing Advanced Primitives with a Loop, Randomness, Random Properties, Introduction to Nested Loops, Compositions with Nested Loops, Composition with Nested Loops 2
Boolean Logic, Conditional Statements, Iteration using Conditionals, Introduction to Probability, Designing with Probability, Tuples In Python, Simple State Machine, State Machine Game, State Machine Game 2
Transformations - Translations, Push & Pop Matrix, Transformations - Rotations, Combining Transformations, Transformations - Scale, Combining Transformations 2, Working with Images, Composition using Images, Saving Images, Saving Animations
Read/Write Text Files, Write a Table as a CSV File, Reading Data from a CSV File, Perlin noise, Perlin Noise 2, Composition Using Perlin Noise, Reading Pixel Data, Pixel Selection, Re-Sampling Image, What's Next
Course: In the Studio: Postwar Abstract Painting
Modules:
1.2 Introduction to the New York School, 1.3 In the Studio: How to Stretch a Canvas, 1.4 In the Studio: How to Stretch a Large Canvas (Optional), 1.5 In the Studio: Priming the Canvas, 1.6 In the Studio: Oil Paint, 1.7 In the Studio: Acrylic Paint
2.3 In the Studio: Materials & Techniques of Barnett Newman, 2.4 In the Galleries: A Closer Look at Onement, I, 1948, 2.5 In the Galleries: A Closer Look at The Wild, 1950, 2.6 In the Galleries: A Closer Look at Vir Heroicus Sublimis, 1950-51, 2.7 Collector Ben Heller on Vir Heroicus Sublimis, 1950-51
3.3 In the Studio: Materials & Techniques of Willem de Kooning, 3.4 In the Studio: Materials & Techniques of Willem de Kooning Part 2, 3.5 In the Galleries: A Closer Look at Woman I, 1950-52, 3.6 Curator John Elderfield on Excavation, 1950, 3.7 Curator John Elderfield on Pirate (Untitled II), 1981
4.3 In the Studio: Materials & Techniques of Jackson Pollock, 4.4 In the Galleries: A Closer Look at The She-Wolf, 1943, 4.5 In the Galleries: A Closer Look at Full Fathom Five, 1947, 4.6 In the Galleries: A Closer Look at One: Number 31, 1950, 4.7 In the Galleries: A Closer Look at Echo: Number 25, 1951, 4.8 In the Galleries: A Closer Look at Easter and the Totem, 1953, 4.9 In the Galleries: A Closer Look at White Light, 1954, 4.10 Curator Ann Temkin on The She-Wolf, 1943, 4.11 Collector Ben Heller on One: Number 31, 1950, 4.12 Curator Ann Temkin on Easter and the Totem, 1953
5.3 In the Studio: Materials & Techniques of Mark Rothko, 5.4 In the Galleries: A Closer Look at Slow Swirl at the Edge of the Sea, 1944, 5.5 In the Galleries: A Closer Look at No. 3/No. 13, 1949, 5.6 In the Galleries: A Closer Look at No. 10, 1950, 5.7 Curator Ann Temkin and the artist's son Christopher Rothko on Slow Swirl at the Edge of the Sea, 1944, 5.8 The artist's son Christopher Rothko on No. 10, 1950, 5.9 The artist's son Christopher Rothko on No. 16 (Red, Brown, and Black), 1958
6.3 In the Studio: Materials & Techniques of Agnes Martin, 6.4 A Closer Look at Friendship, 1963, 6.5 A Closer Look at Untitled No. 1, 1981, 6.6 Curator Leah Dickerman on The Tree, 1964
7.3 In the Studio: Materials & Techniques of Ad Reinhardt, 7.4 In the Galleries: A Closer Look at Number 107, 1950, 7.5 In the Galleries: A Closer Look at Abstract Painting, 1963, 7.6 Curator Ann Temkin and Ad Reinhardt on Abstract Painting, 1957
8.3 In the Studio: Materials & Techniques of Yayoi Kusama, 8.4 A Closer Look at No. F, 1959, 8.5 A Closer Look at Violet Obsession, 1994, 8.6 Curator Laura Hoptman on Accumulation No. 1, 1962
Final Project: Visual analysis essay, Final Project: Studio exercise and visual analysis essay
Course: Open Design
Modules:
What Is Open Design?, Design with the Other, Ways of Being in the World
Course: Signaling actions of small molecules
Modules:
Week 1 Introduction, 1-1, 1-2, 1-3, 1-4, 1-5
Week 2 Introduction, 2-1, 2-2, 2-3, 2-4, 2-5
Week 3 Introduction, 3-1, 3-2, 3-3, 3-4, 3-5
Week 4 Introduction, 4-1, 4-2, 4-3, 4-4, 4-5
Week 5 Introduction, 5-1, 5-2, 5-3, 5-4, 5-5
Week 6 Introduction, 6-1, 6-2, 6-3, 6-4, 6-5
Final exam
Course: Introduction to Gemini for Google Workspace - Português
Modules:
Introdução ao Gemini para Google Workspace, O que é a IA generativa?, Recursos do Gemini para Google Workspace
Course: Google Cloud Big Data and Machine Learning Fundamentals en Français
Modules:
Rencontre avec l'auteur, Présentation du cours
Introduction, Infrastructure Google Cloud, Calcul, Stockage, Histoire des produits de big data et de ML, Catégories des produits de big data et de ML, Exemple de client : Gojek, Coursera : Premiers pas avec Google Cloud Platform et Qwiklabs, Présentation de l'atelier : Explorer un ensemble de données public BigQuery, Résumé
Introduction, Défis liés au big data, Architecture de messagerie, Concevoir des pipelines de flux de données avec Apache Beam, Implémenter des pipelines de flux de données sur Cloud Dataflow, Visualisation avec Looker, Visualisation avec Looker Studio, Présentation de l'atelier : Créer un pipeline de flux de données pour un tableau de bord en temps réel avec Dataflow, Résumé
Introduction, Stockage et analyses, Démonstration : Interroger un téraoctet de données en quelques secondes, Présentation de BigQuery ML, Utiliser BigQuery ML pour prédire la valeur vie client, Phases d'un projet BigQuery ML, Commandes clés de BigQuery ML, Présentation de l'atelier : Prédire les achats des visiteurs avec BigQuery ML, Résumé
Introduction, Options de création de modèles de ML, API prédéfinies, AutoML, Entraînement personnalisé, Vertex AI, Solutions d'IA, Résumé
Introduction, Préparation des données, Entraînement du modèle, Évaluation du modèle, Déploiement et surveillance du modèle, Présentation de l'atelier : Prédire les risques liés à un prêt avec AutoML, Récapitulatif de l'atelier : Prédire les risques liés à un prêt avec AutoML, Résumé
Résumé du cours
Course: Introduction to Data Science and scikit-learn in Python
Modules:
Course Introduction, Module Introduction, Python and Jupyter Notebook Basics, Setting Up the Environment, Lists, Dictionaries, Loops, Functions, Libraries and Modules
Module Introduction, Deep Dive into Numpy (Part I), Deep Dive Into Numpy (Part II), Introduction to Pandas, Pandas Deep Dive, Joining and Manipulating Dataframes (I), Joining and Manipulating Dataframes (II), Joining and Manipulating Dataframes (III)
Module Introduction, Using the Scikit-Learn Docs, Loading and Analyzing datasets, Applying Linear Regression (I), Math of Machine Learning, Scikit-Learn Conclusion
Predicting the Presence of Heart Disease
Course: Deploy containers by using Azure Kubernetes Service
Modules:
Course Syllabus
Course Introduction, Obtaining an Azure Free Trial and Set-Up
Create an Azure Kubernetes Service (AKS) Cluster and Nodes, Deploy Pods and Build a Docker Image in an Azure Kubernetes Service (AKS) Cluster and Nodes
Deploy Pods and Build a Docker Image
Build an Azure Kubernetes Container (AKS) and Push Images to the Registry
Course: The Emergence of the Modern Middle East - Part I
Modules:
1.0 This course is about...., 1.1.1 What and Where is the Middle East? (part 1), 1.1.2 What and Where is the Middle East? (part 2), 1.2 What is the Modern Era?, 1.3.1 The Middle East in the 19th Century: The Structure of Society, 1.3.2 The Middle East in the 19th Century: The Economy, 1.3.3 The Middle East in the 19th Century: The Politics, 1.4 The Changing Balance of Power with Europe, 1.5 The "Eastern Question"
II. Modernity, Tradition and the Age of Reform, 2.1 The Ottoman Empire, 2.1.1.1 Traditional World View and Opposition to Reform (part 1), 2.1.1.2 Traditional World View and Opposition to Reform (part 2), 2.1.2.1 The Tanzimat (part 1), 2.1.2.2 The Tanzimat (part 2), 2.2.1 Muhammad Ali in Egypt (part 1), 2.2.2 Muhammad Ali in Egypt (part 2), 2.3.1 Islamic Reform or Modernism (part 1), 2.3.2 Islamic Reform or Modernism (part 2), 2.3.3 Islamic Reform or Modernism (part 3)
III. The Rise of Nationalism; The Demise of Empire, 3.1 Turkish Nationalism, 3.2 Arab Nationalism, 3.3.1 Egyptian Nationalism (part 1), 3.3.2 Egyptian Nationalism (part 2), 3.4.1 World War One and the Demise of Empire (part 1), 3.4.2 World War One and the Demise of Empire (part 2), 3.4.3 World War One and the Demise of Empire (part 3), 3.4.4 World War One and the Demise of Empire (part 4)
IV. The Creation of the Middle East State System, 4.1 Egypt, 4.2 The Fertile Crescent, 4.3.1 The French Mandates: The Establishment of Greater Lebanon, 4.3.2 The French Mandates: The Establishment of Syria, 4.4 The British Mandates, 4.4.1 The British Mandates: The Palestine Question, 4.4.2 The British Mandates: Trans-Jordan, 4.4.3.1 The British Mandates: The Kingdom of Iraq - Part 1, 4.4.3.2 The British Mandates: The Kingdom of Iraq - Part 2, 4.5 The Saudis and the Hashemites in the Arabian Peninsula, 4.6.1.1 The Non-Arab States: The Republic of Turkey (part 1), 4.6.1.2 The Non-Arab States: The Republic of Turkey (part 2), 4.6.2.1 The Non-Arab States: Iran (part 1), 4.6.2.2 The Non-Arab States: Iran (part 2)
Course: Social Media and Digital Marketing Fundamentals
Modules:
New Digital Context, Digital Consumer Behavior, Customer Expectations, What is Digital, Digital Disruption, The Digital Customer Journey, The Digital Opportunity, Digital and Your Organization, Digital for You
Key Digital Marketing Concepts, Traditional and Digital Marketing, 3i Principles, The Buyer's Journey Introduction, Integrating Traditional and Digital Marketing, Aligning the Buyer's Journey with Channels, Tools for Digital Marketing
Content Marketing, Content Types, Social Listening, Social Media Platforms, Blogging, Influencer Marketing, Video, eBook and Whitepapers, Images, Podcasts, Content Creation Tools, Content Calendars, Paid and Fixed Social Buying
Course: Getting Started with Application Development 日本語版
Modules:
コースシリーズへようこそ, このコースシリーズで取り上げるトピック, 本コースについて
疎結合のマイクロサービスと API ゲートウェイ, セキュリティ、信頼性、移行
Google Cloud での開発を始める, ラボ: 開発環境のセットアップ, Coursera: Google Cloud と Qwiklabs を使ってみる, モジュールの復習
Cloud Storage、Datastore、Cloud Bigtable、Cloud SQL、Cloud Spanner, BigQuery、Google Cloud 上の Microsoft SQL Server イメージ、Firebase Storage の各オプション, デモ:  Cloud SQL データベースへの安全な接続, モジュールの復習
Datastore のコンセプトとインデックス, デモ: Cloud Datastore を探索する, 設計に関する考慮事項とシャーディング, レプリケーション、クエリタイプ、トランザクション、エラー処理, デモ: Cloud Storage からの Datastore データの一括読み込み, ラボの概要, モジュールの復習
バケットとオブジェクトの操作, バケットまたはオブジェクトのオペレーションと切り捨て型指数バックオフ, デモ: Cloud Storage で CORS 構成を有効にする, Cloud Storage の使用に関するベスト プラクティス（パート 1）, Cloud Storage の使用に関するベスト プラクティス（パート 2）, ラボの概要, モジュールの復習
コースのまとめ
Course: Fundamentos de Financiamento com o 10,000 Women da Goldman Sachs
Modules:
Boas-vindas, Experiências de financiamento de ex-alunas, Pensando sobre aquisição, Como as finanças podem auxiliar nas inovações da empresa?, Por que perfis financeiros são importantes?, Tipos de financiamento
Course: Getting Started with Google Kubernetes Engine - Português Brasileiro
Modules:
Introdução ao curso
Introdução, A computação em nuvem e o Google Cloud, Soluções de computação do Google Cloud, A Rede do Google, Gerenciamento de recursos, Faturamento, Interação com o Google Cloud, Introdução ao laboratório: Como acessar o console do Cloud e o Cloud Shell, Coursera: Guia inicial do Google Cloud Platform e do Qwiklabs
Introdução, Contêineres, Imagens do Container, Introdução ao laboratório: Como trabalhar com o Cloud Build, Kubernetes, Google Kubernetes Engine
Introdução, Conceitos do Kubernetes, Componentes do Kubernetes, Autopilot do GKE e GKE Standard, Gerenciamento de objetos, Introdução ao laboratório: Como implantar clusters do Autopilot do GKE
Introdução, O comando kubectl, Introspecção, Introdução ao laboratório: Como usar o Cloud Shell para implantar clusters do Autopilot do GKE
Resumo do curso
Course: Magnetics for Power Electronic Converters
Modules:
A Brief Introduction to the Course, 10.1.1 Basic Relationships, Lecture 10.1.2: Magnetic Circuits, Lecture 10.2: Transformer Modeling, 10.3 Loss Mechanisms in Magnetic Devices
10.4.1 Introduction to the Skin and Proximity Effects, 10.4.2: Leakage Flux in Windings, 10.4.3: Foil Windings and Layers, 10.4.4 Power Loss in a Layer, 10.4.5 Example: Power Loss in a Transformer Winding, 10.4.6 Interleaving the Windings, 10.4.7 PWM Waveform Harmonics
10.5 Several Types of Magnetic Devices, their B-H Loops, and Core vs. Copper Loss, 11.1 Filter Inductor Design Constraints, 11.2 A First-Pass Design, 11.3.1 Window Area Allocation, 11.3.2 Coupled Inductor Design Constraints, 11.3.3 First-Pass Design Procedure: Coupled Inductor, 11.4.1 Example: Coupled Inductor for a Two-Output Forward Converter, 11.4.2 Example: CCM Flyback Transformer
12.1 Transformer Design: Basic Constraints, 12.2 First-Pass Transformer Design Procedure, 12.3.1 Example: Single-Output Isolated Cuk Converter, 12.3.2 Example 2: Multiple-Output Full Bridge Buck Converter, 12.4 AC Inductor Design