dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: El Arte de la Entrevista de Trabajo
Modules:
Bienvenida al curso, Introducción al currículum de Big Interview, Mejores prácticas para una entrevista de trabajo, Evalúa una respuesta de entrevista, Tipos de entrevistas, Tipos de entrevistadores, Respondiendo preguntas inapropiadas, Qué vestir, Domina la comunicación no verbal, Analizando la descripción del trabajo
Háblame de ti, ¿Por qué quieres trabajar aquí?, Habla sobre tus fortalezas, Qué preguntas hacer
Preguntas conductuales, Habla sobre tus debilidades, ¿Dónde te ves en 5 años?, Preguntas sobre el salario
Estructura y formato del currículum, Escribiendo tu currículum para robots, Escribir un buen párrafo introductorio, Escribir cartas de presentación persuasivas, Notas de agradecimiento
Aprovechando tu red existente, Llegar a los contactos de tu red, Expandiendo tu networking profesional
Course: Alexander Technique: Balanced Posture for Ease and Comfort
Modules:
Introduction and History, The Brain Creates Habits, Using a Different Part of our Brain, F.M. Alexander and His Story
The Lie-Down, Body Mapping/Head Balance, Sitting Bones Rock, The Basic Pivot Seated
Using Props, Faulty Sensory Awareness and Inhibition, Standing to Bouncing, Standing to Sitting
Picking up Something off the Floor, Suspension and Widening, The Use of the Arms from the Torso, The Four Movements of the Spine
The Biology of Stress, The Anatomy of Breathing, The Controlled Exhale, Walking to Restore the Natural Breath
Course: Java for Android
Modules:
Overview of Java for Android MOOC, Module 1: Overview, MOOC Contents, Organization, and Learning Strategies, Overview of the Java Programming Language (Part 1), Overview of the Java Programming Language (Part 2), Overview Summary
Module 2 Introduction, Installing Android Studio, Opening Provided Assignment Projects, Creating and Importing Projects, Introducing the Editor, Project File Organization, Creating and Editing Source Code and Resource Files, Creating and Running a Virtual Device, Debugging Syntax Errors, Logging with Logcat, TODO Statements, Running Your Code & Self Assessment Via Unit Tests, Submitting Your Code to the Auto-Grader, Module 2 Summary
Module Introduction, Main Components in a Computing System, Variables and Types, Expressions, Printing data, The Math Class, The String Class, Methods, Module Conclusion
Introduction to Control Flow, If-statement Part 1, If-statement Part 2, If-statement Code Walkthrough, For-loops Part 1, For-loops Part 2, For-loops Part 3, For-loops Code Walkthrough, Indefinite loops, Random number generation, Module Summary
Structured Data, Arrays: Part 1, Arrays: Part 2, Arrays: Part 3, The for-each loop, The Collections Framework: Part 1, The Collections Framework: Part 2, ArrayLists, HashMaps, Structured Data WrapUp
Java: Classes and Objects, an overview, Motivating Classes and Objects, Building your own Classes and Objects, Refining your Classes: Part 1, Refining your Classes: Part 2, New Objects in Old Places, Overview of Java Generics
Class Hierarchy and Interfaces: Overview, Class Hierarchy and Interfaces, Inheritance at Work, Polymorphism, Java Interfaces, Advanced Class Interface features, Exception Handling
Overview of the Calculator App Mini-Project Assignment, Mini-Project Assignment Walkthrough
Course: Photovoltaic solar energy
Modules:
1. The global context energetics, 2. Climate Mitigation, 3. Progressive Change of the World Energy Mix, 4. Solar Energy, 5. Solar Energy (cont.), 6. Photovoltaic Solar Energy, 7. PV : Solar Cell Technologies, 8. PV : Present Status and Future Developments
1. Introduction. Solar Spectrum, 2. Solar Radiation Spectrum, Worked Problem - Total Irradiance, 3. Solar Cell Fundamentals, Worked Problem - The I-V Characteristic, 4. Multi-junctions. Conversion Efficiency Limitations, Worked Problem - Solar Cell under Concentration, 5. From Cell to Module
1. R&D Investments in PV Systems, 2. Economics & Financing, 3. Key Players, 4. Environmental and Social Aspects, 5. Grid Integration, 6. Survey of Electricity Storage Technologies
Course: Go for Python Developers
Modules:
Navigating Codio Assignments, Features of Go (optional download), Syntax and Error Handling (optional download), Go Standard Libraries (optional download), How to Reset an Assignment in Codio
Pointers and Interfaces (optional download), OOP in Go (optional download), Parallel Programming and Goroutines (optional download), How to Reset an Assignment in Codio
Packages, Modules, and Dependency Management (optional download), Simple Web Service (optional download), Profiling and Debugging (optional download), How to Reset an Assignment in Codio
Course: Learn CSS Animations
Modules:
Test your knowledge!
Course: Improving Immunity Based on Traditional Eastern Exercises
Modules:
Introduction
The concept and classification of public health emergencies, The characteristics and hazards of public health emergencies, The coping strategies and preventive measures for public health emergencies
Introduction of Immune system, The concept of immunity, innate immunity and adaptive immunity, The history of Immunology
The stage of experimental and theoretical studies in Immunology, Immune organs and tissues, Immunology, clinical immune diseases and cancer
Moderate Exercise and Disease Prevention—the Importance of Immune System, Physical Activity Guidelines, TEE and health
Immune Responses to Exercise, Exercise Workload, Infection Risk, and Illness Risk, Exercise and immunosenescence
General Introduction of Mind–body Therapies, Two-Benefits for Yoga Practice on Healthy Population and Cancer Survivors, Three- Benefits for Qi-gong and Tai Chi Practice on Healthy Population, Effects of Mind-Body Therapies on the Immune System
Traditional Chinese Exercise (Daoyin)
Traditional Chinese Exercise (Zhan Zhuang)
Abdominal breathing, Nadi Sodhaa Pranyama, Alternate Nostril Breathing
Kneeling position, sitting pose, Standing pose
Yoga salute to the sun, Retrospective of This Course
Course: Innovations in Lithium Battery Technology
Modules:
Introduction to the course, Overview of lithium batteries, Terminologies and applications of lithium batteries, Key components of lithium batteries, Types of lithium batteries, The chemistry of lithium batteries, Electrochemical principles, Advancements in battery chemistry, Early developments in lithium batteries, Milestones in lithium battery technology, The role of innovation in battery evolution
Introduction to applications and innovations, Lithium batteries in consumer electronics, Role in electric vehicles, Lithium batteries in renewable energy, Innovations in lithium-ion technology, Solid-state batteries, Next-gen lithium battery technologies, Addressing safety and sustainability, Overcoming resource limitations, Future trends in battery technology
Introduction to manufacturing & quality assurance, Stages of lithium battery manufacturing, Quality control in battery production, Streamlining manufacturing processes, Role of automation in battery manufacturing, AI and IoT in production, Advanced testing and quality assurance, Supply chain challenges, Sustainable manufacturing practices, Ethical sourcing and recycling
Introduction to the future of lithium battery technology, Breakthroughs in battery chemistry, Future of solid-state and flow batteries, Potential of new materials, The global battery market, New environmental impact and regulations, The role of batteries in a sustainable future, Future trends in energy storage, Challenges and prospects for lithium batteries, The road ahead for battery technology, Wrap-up & key takeaways
Course: Sound and Sonification Design for Interactive Learning Tools
Modules:
Course Introduction Video, Sound in the Real World, Auditory Displays and Sonification, Sounds Categorized as Auditory Displays
Sound Design Overview, Simple Mappings and Effects: Part 1, Simple Mappings and Effects: Part 2, More Complex Mappings, Effectively Layering Sounds, Practical Considerations, Putting It All Together (Mappings Review)
Evaluation Introduction, Into Part 2: Components of Evaluations, Question Types and Measures, Evaluation Methods, Analyzing and Interpreting Evaluations, Iterative Design, Review and Full Examples
Overview of Tool Types, Non-Programming Tools, Hear from an Expert #1: The Design of John Travoltage's Arm, Hear from an Expert #2: The Design of John Travoltage's Charge, Programming Tools, Review of Tool Types and Processes
Design Process Overview, Tips and Tricks, Layering Sounds and Visuals, Learner and Non-Learner Controlled Objects
Quick Course Review Part 1, Quick Course Review Part 2
Course: Data and Health Indicators in Public Health Practice
Modules:
Welcome to Epidemiology Methods in Public Health Practice, Welcome to Problem-Solving Methodology, Introduction to Methodology, Problem Definition Part 1, Problem Definition Part 2, Magnitude of the Problem, Conceptual Framework, Action Plan, Actions and Evaluations, Communication, Summary
Welcome to Data Sources in Public Health, Data For Public Health Practice, Medical Record Systems, Administrative Record Systems, Assessing the Quality of Mortality Statistics in the Americas, Public Health information Systems: Population-based Surveys, Public Health Information Systems: Registries, Public Health Information Systems: Surveillance Systems, Common Problems of Routine and Public Health Information Systems
Welcome to Measures of Disease Burden, Measures of Disease Burden, Direct Age Adjustment, Indirect Age Adjustment, Years of Potential Life Lost, Life Expectancy, Disability-Adjusted Life Years (DALY), Quality-Adjusted Life Years (QALY)
Welcome to Health Indicators, Health Indicators, Selecting Health Indicators, Descriptive Epidemiology: Person, Place, and Time Trends, Descriptive Epidemiology: Time, Descriptive Epidemiology: Person, Descriptive Epidemiology: Place, Summary, Concluding Thoughts
Course: Mastering the Art of Cross-Functional Collaboration
Modules:
Introduction with Oscar Munoz, Leading with Values, Self-Esteem and Inner Critic: Part 1, Self-Esteem and Inner Critic: Part 2, Facing Fear and Discomfort: Part 1, Facing Fear and Discomfort: Part 2, The Power of Feedback: Part 1, The Power of Feedback: Part 2, The Perception of Control
Listen, Learn, and Lead: Part 1, Listen, Learn, and Lead: Part 2, Proof, Not Promise: Part 1, Proof, Not Promise: Part 2, Swing Easy, Holding Oneself at Peer Level with Others: Part 1, Holding Oneself at Peer Level with Others: Part 2, Fit for Purpose, Closing Thoughts with Oscar Munoz
Course: Entrepreneurship 3: Growth Strategies
Modules:
Introduction, Two-Sided Markets, Diffusion and Adoption, Forecasting Demand: Part 1, Forecasting Demand: Part 2, Forecasting Demand: Part 3
Digital Marketing, Social Media, SEO, Digital Advertising, PR
Target Costing and Channel Economics, The Importance of Pricing, Price Elasticity, Measuring Price Elasticity: Part 1, Measuring Price Elasticity: Part 2, MWTP Economic Value to the Customer, MWTP Van Westerndorp Method, MWTP Conjoint Analysis – MP3 Player, Performance Measurement, KPIs, Dashboard, Reporting, Sales Partnerships, Make-Buy Decision in Operations
Attracting, Developing, and Retaining Talent, Building the Right Culture for Growth, Scaling the Organization, Venture Scope and Expansion Strategy, Course Wrap-Up
Course: Social Computing
Modules:
The Interaction Design Specialization, Introduction to Social Computing, What Makes Social Computing Hard?
(How) can distance collaboration succeed?, 6 Questions for Successful Social Media
Crowdsourcing, Interview with a Professional Crowdworker
Course: Google Calendar en Español
Modules:
Introducción al curso, Temario
Introducción a Calendario de Google, Explicación de Calendario
Cómo administrar Calendario de Google, Explicación de la Actividad 1, Propiedades de los eventos, Explicación de la Actividad 2, Notificaciones y visibilidad de los eventos
Cómo responder y administrar eventos, Explicación de la Actividad 3
Otros tipos de eventos, Explicación de la Actividad 4
Cómo compartir calendarios, Uso compartido, visibilidad y permisos de acceso de los calendarios, Opciones de delegación, Compartir un calendario con personas específicas, Varios calendarios, Explicación de la Actividad 5
Cómo personalizar Calendario de Google
Descripción general del desafío empresarial, Explicación del desafío empresarial, Conclusión
Course: Textual Elements of Design: Fonts, Typography, and Spacing
Modules:
Course Introduction, Hieroglyphics to Printing Press to Digital Design, Baseline Basics, Anatomy of a Typeface
Elements of Typography, Font Pairings and Hierarchy
Alignment, Sizing Font, Leading Your Lines, Tracking and Kerning
Manipulating Text, Google Fonts, Canva and Typefaces
Course: Capstone: Analyzing (Social) Network Data
Modules:
Welcome and Course Introduction, Capstone Project Exemplar, Project overview and timeline, Introduction to (some) social network data, Representing social network data as a graph, Warm up algorithm 1: Extracting egonets, Warm up algorithm 2: Strongly Connected Components, Warm up algorithm 2: Strongly connected components, part 2
Week 2 introduction, Project idea: information flow in a social network, Project idea: broadcasting to a Twitter network, part 1, Project idea: broadcasting to a Twitter network, part 2, Project idea: detecting communities, Analyzing algorithms before implementing
Week 3 introduction, Overview of report
Week 4 introduction
Week 5 introduction, Peer review best practices
Week 6 introduction, Demo presentation, End of Specialization message
Course: مهارات التفكير الجانبي  | Lateral Thinking Skills
Modules:
مقدمة عن التفكير الجانبي (Lateral Thinking), كيف نفكر خارج الصندوق؟, أساليب وتقنيات التفكير الجانبي (2/1), أساليب وتقنيات التفكير الجانبي (2/2), عوامل نجاح أساسية للتفكير الجانبي, كيفية تحسين مهارات التفكير الجانبي, القبعات الستة وتحفيز التفكير الجانبي, تطبيقات واقعية للتفكير الجانبي
Course: Competencias digitales. Herramientas de ofimática (Microsoft Word, Excel, Power Point)
Modules:
Organización del curso y evaluación, Resolver dudas e incidencias, Preguntas frecuentes: generales, Preguntas frecuentes: certificado, Preguntas frecuentes: cuestionarios, ECDL / ICDL
Primeros pasos (parte 1 de 2), Primeros pasos (parte 2 de 2), Configuración del entorno, Operaciones básicas (parte 1 de 2), Operaciones básicas (parte 2 de 2), Corrección ortográfica y gramatical, Impresión, Formato de texto, Formato de párrafos, Solución de la actividad 1, Solución de la actividad 2, Utilizar tabulaciones, Solución de la actividad 3, Estilos, Solución de la actividad 4, Formatos de página, Solución de la actividad 5
Tablas (parte 1 de 2), Tablas (parte 2 de 2), Solución de la actividad 6, Dibujos, imágenes y gráficos, Solución de la actividad 7, Importar objetos, Crear una lista, Combinar una lista con una carta, Combinar una lista con una hoja de etiquetas, Solución de la actividad 8, Solución de la actividad 9
Primeros pasos, Configuración del entorno, Insertar, editar y borrar datos, Seleccionar celdas, Filas y columnas, Duplicar y mover celdas, Facilitar la entrada de datos, Buscar y sustituir, Ordenar datos, Hojas de cálculo, Solución de la actividad 1, Formatos de número, Formatos de letra, Alineación y orientación, Añadir bordes y color de fondo, Copiar formatos entre celdas, Solución de la actividad 2
Fórmulas simples, Mensajes de error, Referencias a celdas, Funciones (1 de 3), Funciones (2 de 3), Solución de la actividad 3, Funciones (3 de 3), Solución de la actividad 4, Revisar los cálculos, Crear un gráfico para el análisis de datos, Modificar un gráfico, Solución de la actividad 5, Vista preliminar, Configurar la impresión (1 de 2), Configurar la impresión (2 de 2), Solución de la actividad 6
Primeros pasos, Configuración del entorno, Modos de visualización, Diapositivas, Plantillas de diseño, Diapositiva maestra (patrón), Entrada de textos y formatos, Solución de la actividad 1: Ejercicio 1, Solución de la actividad 1: Ejercicio 2, Solución de la actividad 1: Ejercicio 3, Solución de la actividad 1: Ejercicio 4, Dibujos e imágenes, Duplicar, mover y borrar, Gráficos, Organigramas, Autoformas, Solución de la actividad 2: Ejercicio 5, Solución de la actividad 2: Ejercicio 6, Solución de la actividad 2: Ejercicio 7, Solución de la actividad 2: Ejercicio 8, Solución de la actividad 2: Ejercicio 9, Animación de entrada de la diapositiva, Animación de entrada de objetos, Solución de la actividad 3: Ejercicio 10, Preparación, Impresión, Distribución de una presentación (1 de 2), Distribución de una presentación (2 de 2)
Course: Gestión de redes sociales
Modules:
Introducción al Certificado de profesional del marketing en redes sociales de Facebook, Gestión de redes sociales: Presentación, Presentación de Anke Audenaert, Carreras en marketing digital, Establecer tu presencia: Presentación, Pasos para establecer una presencia en redes sociales, Establecer una presencia en Facebook, Establecer una presencia en Instagram, Qué es una marca y para qué sirve, La estructura de marca EPIC, Marca: Existencia, Marca: Propósito, Marca: Identidad, Marca: Conexión, Establecer tu presencia: Conclusión
Contenido para redes sociales: Presentación, La función del contenido en las redes sociales, Anatomía de una publicación en redes sociales, Anatomía de una publicación de Facebook, Anatomía de una publicación de Instagram, La función del texto en las publicaciones, La función de las imágenes en las publicaciones, La función del video en las publicaciones, Crear una publicación en Facebook, Crear una publicación en Instagram, Contenido para redes sociales: Conclusión
Gestión de contenido para redes sociales: Presentación, Identificar qué publicar, Temas para publicaciones, Usar guiones gráficos para planear tu contenido, Crear un guion gráfico, ¿Qué tiene el contenido viral?, Usar un calendario de contenido, Crear un calendario de contenido, Reutilizar contenido, Auditoría de contenido, Sumar seguidores en las redes sociales, Interactuar y moderar en las redes sociales, Administrar tu presencia en redes sociales, Gestión de contenido para redes sociales: Conclusión
Evaluar tus acciones: Presentación, Medir lo que importa, Estadísticas de una página de Facebook, Estadísticas de Instagram, Iterar en el calendario de contenido, Evaluar tus acciones: Conclusión, ¡Felicitaciones!
Course: Fundamentos de Planejamento Financeiro com o 10,000 Women da Goldman Sachs
Modules:
Boas-vindas, Introdução ao ciclo de fluxo de caixa, Desenvolvendo uma Previsão de Fluxo de Caixa, Analisando uma Previsão de Fluxo de Caixa, O valor da previsão
Course: Responsible AI for Developers: Privacy & Safety - 한국어
Modules:
과정 소개
AI 개인 정보 보호 개요, 학습 데이터의 개인 정보 보호: 익명화 기법, 학습 데이터의 개인 정보 보호: 무작위 순서 지정 기법, 머신러닝 학습의 개인 정보 보호: DP-SGD, 머신러닝 학습의 개인 정보 보호: 제휴 학습, Google Cloud의 시스템 보호, 생성형 AI의 시스템 보안, 실습: TensorFlow Privacy를 사용한 머신러닝의 개인 정보 차등 보호, Coursera: Google Cloud 및 Qwiklabs 시작하기
AI 안전 개요, 안전 평가, 피해 방지, 안전을 위한 모델 학습: 지시문 미세 조정, 안전을 위한 모델 학습: RLHF, Google Cloud 생성형 AI의 안전, 실습: Vertex AI Gemini API를 통한 보호
과정 요약
모듈 0: 과정 소개, 모듈 1: AI 개인 정보 보호, 모듈 2: AI 안전, 모듈 3: 과정 요약
Course: Hypothesis Testing in Public Health
Modules:
Introduction, Sampling Distribution Definition, Examples: Sampling Distribution for a Single Mean, Examples: Sampling Distribution for a Single Proportion, Incidence Rate, Estimating Sampling Distribution Characteristics from Single Samples of Data, Additional Examples
Introduction, Confidence Intervals for Single Population Parameters, Confidence Intervals for Population Proportions and Incidence Rates, So What Is a Confidence Interval, and How Should It Be Interpreted?, A Note on Confidence Intervals for Population Quantities Based on Small Samples, Additional Examples
Introduction, Confidence Intervals for Population Comparison Measures, Confidence Intervals for Comparing Means of Continuous Outcomes Between Two Populations, Confidence Intervals for Binary Comparisons: Part 1, Difference in Proportions, Confidence Intervals for Binary Comparisons: Part 2, Ratio of Proportions and Odds Ratios, Confidence Intervals for Incidence Rate Ratios, A Brief Note About Ratios (Again), Additional Examples
Introduction, Hypothesis Testing: The General Concept, and for Comparing Means Between Two Populations, (Hypothesis Testing) Comparing Means Between Two Populations: The Paired Approach, (Hypothesis Testing) Comparing Means Between Two Populations: The Unpaired Approach, Debriefing on the p-Value, Part 1, Additional Examples
Introduction, (Hypothesis Testing) Comparing Proportions Between Two Populations: The “z-Test” Approach, (Hypothesis Testing) Comparing Proportions Between Two Populations: Chi-Square and Fisher’s Exact Test Approaches, Hypothesis Tests for Comparing Incidence Rates Between Two Populations, Debriefing on the p-Value and Hypothesis Testing, Part 2, Additional Examples, Introduction, (Hypothesis Testing) Comparing Means Between More Than Two Populations: Analysis of Variance (ANOVA), (Hypothesis Testing) Comparing Proportions Between More Than Two Populations: Chi-Square Tests, Hypothesis Testing) Comparing Survival Curves Between More Than Two Populations: Log-Rank Tests, Several Issues to Consider
Biostatistical Consulting Project
Course: Depressive and Bipolar Disorders
Modules:
A Welcome Video From Your Instructor, Get Started With PsycLearn Essentials!, Metacognitive Checkpoints: Pause and Reflect on Your Learning
Depressive and Bipolar Disorders
Depression: A Case Study, What Does Depression Feel Like?, Diagnostic Criteria and Prevalence for Depressive Disorders, Bipolar: A Case Study, What Does Bipolar Feel Like?, Diagnostic Criteria and Prevalence for Bipolar Disorders, Key Takeaways: Depressive and Bipolar Disorders
The Link Between Genes and Psychopathology, Epigenetic Contributors to Depression, Communication in the Synapse, Brain Regions Linked to Depression
Psychological Contributing Factors, Stress and Mood Disorders, Key Takeaways: Psychological Contributing Factors
Overview: Biological Treatments, Medications and Neurotransmitters, Brain Stimulation Therapies, Psychotherapy, Cognitive-Behavioral Therapy, Cognitive-Behavioral Activity Review, Third Wave Cognitive-Behavioral Therapy, Psychological Treatments in the Digital Age, Integrating Treatments for Mood Disorders, Key Takeaways: Treatments for Depressive and Bipolar Disorders
Targets for Suicide Prevention Video
Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms
Cumulative Quiz: Depressive and Bipolar Disorders
Glossary, References, Contributors
Introduction to APA Resources, Student Resources, APA Style®, Research, and Writing, Students from Diverse Ethnic, Cultural, and Economic Backgrounds, Psychology Help Center, Psychology Careers, Careers and Internships at APA, Other APA Resources
Course: Deep Learning
Modules:
Course Overview, Instructor Introduction, Module 1 Introduction, Deep Learning Applications - Part 1, Deep Learning Applications - Part 2, Neural Network, Neural Network Continued, Backpropagation, Backpropagation Continued
Module 2 Introduction, Convolutional Neural Network, CNN Convolution, CNN - Max Pooling, What Does CNN Learn, Applications of CNN
Module 3 Introduction, Tips for Deep Learning, ReLU, Adaptive Learning Rate, Adaptive Learning Rate Continued, Early Stopping and Regularization, Dropout
Module 4 Introduction, Recurrent Neural Network, RNN Architecture, LSTM - Part 1, LSTM - Part 2, LSTM Continued, Learning on RNN, Helpful Techniques
Module 5 Introduction, Generative Adversarial Network - Part 1, Generative Adversarial Network - Part 2, Diffusion Model - Part 1, Diffusion Model - Part 2, Diffusion Model Continued - Part 1, Diffusion Model Continued - Part 2
Module 6 Introduction, Self-Attention, Self-Attention Continued, Self-Attention Continued, Transformer - Part 1, Transformer - Part 2, Transformer Continued - Part 1, Transformer Continued - Part 2
Module 7 Introduction, Network Pruning - Part 1, Network Pruning - Part 2, Knowledge Distillation, Parameter Quantization, Architecture Design, Dynamic Computation
Module 8 Introduction, Transfer Learning Introduction and Find-tuning, Multitask Learning, Domain-adversarial Training, Zero-shot Learning - Part 1, Zero-shot Learning - Part 2
Summative Course Assessment
Course: C++ Lab Content
Modules:
Complete a Practice Lab with an Infosec Skills Free Trial, C++ Buffer Overflows lab
Complete Your Lab with an Infosec Skills Free Trial, Integer Overflows and Underflows lab
Complete Your Lab with an Infosec Skills Free Trial, C++ Format String Vulnerabilities lab
Course: Strategic Innovation: Managing Innovation Initiatives
Modules:
Welcome to Strategic Innovation: Managing Innovation Initiatives, Meet Professor Geoff Love, Learn on Your Terms
Module 1 Introduction: Managing Innovation, Challenges in the Evolution of New Technologies and Markets, How Organizations Succeed and Fail as Markets Grow and Change, Ambidextrous Organizations, Leading Ambidextrous Organizations Part 1, Leading Ambidextrous Organizations Part 2
Disruptive Technologies, Responding to Disruptive Technologies, Effective Management of Innovation Streams Part One, Effective Management of Innovation Streams Part Two, Corporate Entrepreneurship Part One, Corporate Entrepreneurship Part Two
Product Development Teams, Including "Heavyweight" Teams Part One, Product Development Teams, Including "Heavyweight" Teams Part Two, Focus on using "Heavyweight" Product Development Teams, Innovation through Partnerships between Dedicated Teams and Mainline Functional Groups, Building the Dedicated Team & Managing the Partnership Part One, Building the Dedicated Team & Managing the Partnership Part Two
Introduction to Planning and Evaluation for Innovation: The Importance of Experimentation and Learning, Planning and Evaluation for Innovation: The Importance of Experimentation and Learning Part One, Planning and Evaluation for Innovation: The Importance of Experimentation and Learning Part Two, Innovation Across Firm Boundaries: Virtual Firms & Open Innovation, Advice for Working Across Firm Boundaries: Case of Alliances and JVs
Course: Machine Learning Models in Science
Modules:
Course Introduction, Setting Up the Environment, Module Introduction, Anatomy of a Dataset (I), Anatomy of a Dataset (II), Data Preprocessing Techniques, Calculating Eigenvalues and Eigenvectors, Introduction to PCA, Math of PCA, PCA in Action (I), PCA in Action (II), Introduction to LDA
Module Introduction, Machine Learning in Science, Supervised and Unsupervised Learning Techniques, K-Means vs K-Nearest Neighbors
Module Introduction
Final Project: Comparing ML Models
Course: The Neuroscience of Personal Excellence
Modules:
Intro video, Understanding the Engine, Learning About Neurotransmitters, Getting to Know Your Brain
Harnessing the Power of Habits, Learning with the AGES Model
Decision Making and Self Control, Taking Care of Your Brain
Regulating Arousal for Optimal Performance, Making Sense of Our Stress Response, Understanding the Window of Tolerance
Bouncing Back From Setbacks, Keep Moving Forward, Mental Toughness on a Performance Model, Outro Video
Course: Taxation of Multinationals for Everyone
Modules:
Trailer: Taxation of Multinationals for Everyone, Welcome to this course, How to succeed in your online class, The debate on international tax planning, Background & the stakeholders, The OECD and the EU, Introduction to the base case, Introduction to symbols, Interview with Dame Margaret Hodge, Interview with Paul Tang, Interview with Allison Christians
Introduction to corporate income tax, Taxable base & tax rate, Preferential tax regimes, Intercompany dividends & capital gains, Taxation of corporate groups, Withholding tax, Interview with Wouter Leenders, Interview with Afton Titus
Introduction to International Tax Law, Double taxation, Distributive rules, Transfer Pricing, Hybrid mismatches, What is the problem with International tax law?, Interview with Kees van Raad, Interview with Richard Murphy
Introduction to the BEPS project & the base case: revisited, Minimization of tax in source (country D), No or low withholding tax in country D (and B), No or low tax in intermediate country (country B), Control Foreign Corporations - CFCs, BEPS 1.0 Evaluation, Interview with Irma Mosquera Valderrama, Interview with Jan Kleinnijenhuis
BEPS 2.0 Evaluation, Pillar 1 of the BEPS project 2.0, Pillar 2 of the BEPS project 2.0 - Background, Pillar 2 of the BEPS project 2.0 - Details, Status of Pillar 2 Rules, Effectiveness of Pillar 2 Rules, Interview Allision Christians & Tarcísio Magalhães, Interview with Suranjali Tandon
Course: Introduction to Engineering Mechanics
Modules:
Module 1: Course Introduction, Module 2: Definition of a Force, Module 3: Force Representation in 2D and Resultants, Module 4: Force Representation in 3D, Module 5: Particle Equilibrium, Module 6: Systems of Particles Equilibrium, Module 7: Solve a Particle Equilibrium Problem
Module 8: Definition of a Moment, Module 9: Solve a 2D Moment Problem, Module 10: Solve a 3D Moment Problem, Module 11: Moment About a Line/Axis, Module 12: Moment Due to a Couple
Module 13: 2D and 3D Equilibrium Equations, Module 14: Conditions for Equivalent Equations, Module 15: Solve an Equivalent Systems Problem, Module 16: Single Force Resultants-Coplanar System, Module 17: Single Force Resultants-Parallel Force Systems, Module 18: Distributed Force Systems
Module 19: Centroids, Module 20: Method of Composite Parts I, Module 21: Method of Composite Parts II, Module 22: Resultant Force on Surfaces, Module 23: Free Body Diagrams I, Module 24: Free Body Diagrams II
Module 25: Apply 2D Equilibrium Equations, Module 26: Solve 2D Equilibrium Problems I, Module 27: Solve 2D Equilibrium Problems II, Module 28: Apply 3D Equilibrium Equations, Module 29: Solve 3D Equilibrium Problems, Module 30: Course Conclusion
Course: Serverless Data Processing with Dataflow:Foundations Español
Modules:
Introducción al curso, Primeros pasos con Google Cloud Platform y Qwiklabs, Repaso de Beam y Dataflow
Portabilidad de Beam, Runner v2, Entornos de contenedores, Transformaciones en varios lenguajes
Dataflow, Servicio de Dataflow Shuffle, Dataflow Streaming Engine, Programación flexible de recursos
IAM, Cuotas
Localidad de datos, VPC compartida, IP privadas, CMEK
Resumen del curso
Course: Gemini in Gmail - 简体中文
Modules:
Gmail 中的 Gemini 简介, 使用 Gemini 起草电子邮件, 完善提示和润色草稿, 活动介绍
Course: Responding, Revising and Assessing Student Writings
Modules:
Welcome to Responding to, Revising and Assessing Writing, Teaching Writing Specialization Welcome Video, Responding to Your Fellow Learners, Responding to Student Writing: An Overview, Conferences, Nancy Somers on Responding, Part 1, Nancy Somers on Responding, Part 2, Different Responses for Different Stages, The What and Why of Peer Review, Strategies for Effective Peer Review, Teaching Grammar in Context, Vygotsky and the Challenges of Teaching Grammar, Mini-Lesson on the Semi-Colon, Mini-Lesson: Using Grammar to Reinforce Meaning
Welcome to Module 2, What Revision Is. . .and Isn't, What Revision Usually Is, "Teaching" Revision, Conclusions on a Lesson on Structure, Intentional Overwriting, Playing with Revision for Fiction
Welcome to Module 3, Assessment: An Overview, Intrinsic Motivation, Authentic Assessment, Next Generation Assessment, Grading Student Writing, Rubrics, What to Do, Then, about Grades?, The Writing Portfolio, Challenges Portfolios Meet
Welcome to Module 4, Involving Students in Assessment, Alternative Methods of Assessment: Contract Grading, Reflection and Self-Assessment: An Overview, Student Self-Assessment, Realistic Small Steps Toward Change
Course: Hacking WEP/WPA/WPA2 Wi-Fi Networks Using Kali Linux
Modules:
Introduction
Set Up Kali Linux as Your Main OS, Set Up Kali as a Virtual Machine (VirtualBox), Set Up Kali Linux as a Virtual Machine (VMware), Configure NAT Network in VirtualBox, Enhance Your Virtual Machine Performance, Taking Snapshots of Virtual Machines, Set Up Windows as a Virtual Machine, Connecting Wi-Fi Card to the Virtual Machine, Updating Kali Linux
Network Basics, What is MAC Address? How to Spoof It?, Install ALFA AC1200 Driver on Kali Linux, Enabling Monitor Mode on Your Wi-Fi Adapter
Pre-Connection Attacks Introduction, Scanning for Available Wi-Fi APs Around Us, Capturing Specific Wi-Fi Access Point packets, Capturing All Wi-Fi Packets in Both (5/2.4) Ghz Bands, Disconnect Any Device from Any Wireless Access Point, Detecting Hidden Wi-Fi Networks, Jamming Any Wi-Fi Access Point
Introduction, Cracking WEP Encryption Explain | Theory, Cracking WEP Encryption Key Methods, Cracking WEP Encryption Demo, Fake Authentication with the Target Network, Cracking WEP Using Korek Chopchop Attack, Cracking WEP Using ARP Request Replay Attack, Cracking WEP Using Hirte Attack
Cracking WPA/WPA2 Encryption Explain, Cracking WPA/WPA2 Encryption Methods, Cracking WPA/WPA2 Using the WPS Feature, Capturing the Handshake, Creating a Wordlist, Cracking WPA/WPA2 Using Dictionary Attack, Cracking WPA/WPA2 Using Brute Force Attack, Cracking WPA/WPA2 Using Rainbow Table, Cracking WPA/WPA2 Using Hashcat (GPU), Cracking WPA/WPA2 Using Evil Twin Attack, Getting the Username and Password of the Target Router
WPA Enterprise - Theory, Install the Required Tools, Creating a Fake Enterprise Network, Crack the Hash - Hashcat
Introduction, Man in the Middle Attack Explained, Gathering Information about Connected Clients, Gather Detailed Information about the Clients, MITM Attack Using (ARPspoof), Capturing Login Credentials, Bypassing SSL Certificate, Redirect Any Client to Any Website, Stealing the Cookies, Capturing a Screenshot from the Target Browser, Injecting a keylogger into the target webpage, Capturing Images from Network Traffic, Injecting HTML File and Flipping the Images in the Target Browser, Injecting JavaScript URL and Hooking the Clients with BeEF, Stealing the Target Accounts with BeEF, Having Fun with BeEF
Protect Your Wi-Fi Access Point, Detect ARP Poisoning Attack Using (XARP), Detect ARP Poisoning Attack (Wireshark), Prevent Your ARP Table from Poisoning, Detect and Kill Any Meterpreter Session
Creating an Encrypted Backdoor, Testing the Backdoor in the Target Device, Creating a Fake Browser Update and Hacking Any Client, Interacting with the Target Computer (Part 1), Interacting with the Target Computer (Part 2)
Disconnecting Paired Bluetooth Devices
Course: Posicionamiento en redes: estrategias de contenido.
Modules:
New Video, New Video, New Video, New Video, New Video, New Video
New Video, New Video, New Video
New Video, New Video, New Video
New Video, New Video, New Video
Course: Chemical Biology
Modules:
Trailer, Welcome, Why study chemical biology?, Course outline and highlights, The building blocks: monomeric units of proteins, The building blocks: monomeric units of DNA and membranes, Messengers and messages: posttranslational modifications, and pathways, Studying cellular processes with chemical biology in real time
Welcome to Module 2, Light'em up! Fluorophores: structures, and fluorescent principles, Get out (almost) what you put in!, Traditional light microscopy – applications, Traditional light microscopy – precautions
Welcome to Module 3, Creating modified chromatin, PRC2, a DNA binding complex linked to development and cancer, TIRF talk, On our TIRF, If your protein surfs on DNA, hit the TIRF to study it, PHF1 Prolongs the stable PRC2-DNA complex, promoting activity, Fluid mosaic model, Don’t get uptight! New methods to measure membrane tension, Getting a grip on membrane tension measurements, TORCing TORC: the many faces of the TOR proteins, TORCing it out: pathways that seek to sense and restore membrane tension
Welcome to Module 4, Tracking a specific protein in live cells & in real time, Molecular zipcodes, How to design your fusion protein, Design principle and optimization of SNIFITs, SNIFITs to ID neurotransmitters and drugs, Application to point of care diagnosis, Biological electrophiles, the cell’s way of saying “I’m stressed”?, Breaking the tether is not that bad, T-REX: a question of control(s), T-REX rewiring of kinase activity through targeting AKT and PTEN: opposing forces meet
Welcome to Module 5, A fat lot of use? Proteins that bind and transport lipids, Greasing the wheels of discovery for new interactomes, Laser guided lipids, Deuterium labeling to assess how sphingosine originating in lysosomes is metabolized, Deuterium labeling and knockout combined, Mitochondria-released sphingosine does not elicit calcium signaling: global sphingosine release does, G-REX – a method to release specific electrophiles on demand, G-REX identifies important novel signaling proteins that function in fish
Welcome to Module 6, Peptide Nucleic Acid – Use in library synthesis and split and mix approach, In the lab - split and mix approach in a nutshell, PNA libraries show their MITE, It takes two:  library diversification through DNA display, A STING operation: inhibiting a protein implicated in numerous inflammatory diseases, Performing the Screen, Mutagenesis: ensuring we stay on target
Course: Mercado e Títulos de Renda Fixa e de Renda Variável
Modules:
Letra do Tesouro Nacional, Letra Financeira do Tesouro, Nota do Tesouro Nacional, Tesouro Direto
Títulos Emitidos Por Instituições Não Financeiras (Notas E Debêntures), Títulos Emitidos por Instituições não Financeiras (Demais Papéis), Títulos Emitidos por Instituições Financeiras (DI, CDB, LH e LCI), Títulos Emitidos por Instituições Financeiras (LCA), Poupança, CCB e FGC
Característica Do Mercado De Renda Variável, Característica Das Ações, Direitos Dos Acionistas (Remuneração), Direitos Dos Acionistas (Subscrição), Direitos Dos Acionistas (Bonificação) e Demais Ocorrências, Tributação em Renda Variável
Característica dos Derivativos, Mercado a Termo, Mercado Futuro, Swap, Opções
Course: Introduction to NoSQL Databases
Modules:
Course Introduction, Overview of NoSQL, Characteristics of NoSQL Databases, Key-Value NoSQL Databases, Document-Based NoSQL Databases, Column-Based NoSQL Databases, Graph NoSQL Databases, ACID versus BASE Operations, Distributed Databases, CAP Theorem, Challenges in Migrating from RDBMS to NoSQL Databases
Overview of MongoDB, Advantages of MongoDB, Use Cases for MongoDB, CRUD Operations, Indexes, Aggregation Framework, Replication and Sharding, Accessing MongoDB from Python
Apache Cassandra Overview, Key Features of Apache Cassandra, Apache Cassandra Data Model: Part 1, Apache Cassandra Data Model: Part 2, Introduction to Cassandra Query Language Shell (cqlsh), CQL Data Types, Apache Cassandra Keyspace Operations, Table Operations, CRUD Operations - Part 1, CRUD Operations - Part 2
Reading: Congrats & Next Steps, Thanks from the Course Team
Overview of Cloudant, Cloudant Architecture and Key Technologies, Cloudant Benefits and Solutions, Deployment Options for Cloudant, Dashboards in Cloudant, Working with Databases in Cloudant, HTTP API Basics, Working with the HTTP API
Course: Habilidades de negociación y comunicación efectiva
Modules:
Bienvenida, Análisis negocial: la danza de la negociación, BATNA y ZOPA, Habilidad a desarrollar: Administrar el ritmo de la negociación interpretando anclas, el manejo de los tiempos y la intensidad de las ofertas
El papel de las emociones en la negociación, Habilidad a desarrollar: la inteligencia emocional, el autoconocimiento, el autocontrol, y la gestión social.
Clasificación de los intereses y definición de objetivos. Enfoque en el problema y no en la persona., Habilidad a desarrollar: el pensamiento crítico y la generación de alternativas para lograr consensos
La espiral del conflicto y sus etapas: la delgada línea roja, Habilidad a desarrollar: modificar marco de referencia “Framing” para evitar que el conflicto descarrile el proceso de negociación
Course: Application Programming Fundamentals
Modules:
Overview of the Introduction to Application Development Specialization, Course Introduction, Experience the Lab Environment, Hello World, What is a program?, Languages and Common Concepts, The One True Programming Language, "The One Programming Language to Rule Them All"
Data Types, Operators, Expressions, Subroutines, Booleans, Branching, Looping
Algorithms, Binary Search Demo
Design Patterns, Demo: The Callback Pattern
Course: Hábitos do Consumidor
Modules:
STP: Segmentação, Modelo STP: Tipos de Segmentação, Modelo STP: Targeting (Alvo), Modelo STP: Posicionamento, Modelo STP: Posicionamento e Mapas Perceptuais, Modelo STP: Declaração de Posicionamento
O Loop dos Hábitos, Cérebro e Desejos - Parte 1, Cérebro e Desejos - Parte 2, Hábitos e as Organizações, Hábitos e as Organizações - Cases, Os Hábitos e a Sociedade
Processo Decisório do Consumidor, Reconhecimento de Necessidades, Busca de Informações e Avaliação de Alternativas, Compra e Consumo, Avaliação Pós-Compra e Descarte, Outros Processos de Decisão
Hábitos do Consumidor e Decisões de Marketing, Processo Decisório do Consumidor, Influências do Processo Decisório do Consumidor - Parte 1, Influências do Processo Decisório do Consumidor - Parte 2, Cohorts e o Consumidor, COVID 19 – O Nascimento de Uma Nova Cohort
Course: Scrum Master Certification: Scrum Methodologies
Modules:
Course Introduction
Introduction to User Stories, Planning User Stories
Velocity Based Planning, Backlog Refinement, Backlog Prioritization
Scrum Reporting, Team Swarming and Workflow Management, Managing Risks with ROAM
Course: Transformer Models and BERT Model - Deutsch
Modules:
Transformer-Modelle und BERT-Modell: Übersicht, Transformer-Modelle und BERT-Modell: Lab mit Schritt-für-Schritt-Anleitung
Course: Salesforce Design Mastery: CRM Customization
Modules:
Introduction to the Course & Meet Your Instructor, Exploring Customization Options, Mastering Salesforce Customization Without User Frustration, Applying Salesforce Customization: A Real-World Scenario, Decoding Customization Challenges, Explaining User Interface Customization, Examining the Automation Processes, Customizing the User Workspace, Examining the Impact of the Data Security Model, Using Profile & Permission Sets, Examining the Impact on Renaming Standard Objects & Fields, Congratulations and Continuous Learning Journey
Course: DevOps on AWS: Release and Deploy
Modules:
Welcome to DevOps on AWS: Release and Deploy, Introduction to Week 1, Deployment Strategies for Virtual Machines, Deploying to Compute, Understanding the Appspec File, Introduction to Exercise 1, Introduction to Exercise 2, Demo: CodeDeploy in a Pipeline, Troubleshooting Deployment Details and Errors
Week 2 Introduction, Infrastructure as Code, Automating the Creation of the Pipeline, Troubleshooting AWS CloudFormation, Introduction to Exercise 3, Course Wrap-up
Course: Agile Leader Training
Modules:
Course Introduction, Module Introduction, Survival System, Seeking System, Conditioning, Mirror Neurons, Negativity Bias
Module Introduction, Tips For Success, Envisioning, Deconstructing Fears, Mind-Mapping, WCS Modeling, Key Concepts of Module 2
Module Introduction, Stories We Tell Ourselves, Agile Leader Mindset, Habit Forming, Reframing, Anchoring, PDSA Cycle, Key Concepts of Module 3
Module Introduction, Positive Psychology, Your Source of Energy, Stillness, Reflection, Gratitude, Key Concepts Module 4
Action, Overcoming Pitfalls, Daily Rituals, Power of Association: Pleasure and Pain, New Experiences, Key Concepts of Module 5
Course: Introduction to Large Language Models - 简体中文
Modules:
大型语言模型简介
Course: Chino básico: Cómo dar una primera impresión positiva
Modules:
¡Bienvenidos!
Parte 1: Unas frases básicas, Parte 2: Las iniciales, Parte 3: Las finales simples y compuestas, Parte 4: Las finales compuestas, Parte 5: Los tonos, Parte 6: Vamos a practicar, Parte 7: Unos caracteres básicos del chino
Introducción al Módulo 2: ¡Mucho Gusto!, Parte 1: ¡Dime de ti!, Parte 2: ¿Cómo te llamas?, Parte 3 : El verbo ser, Parte 4: ¿De dónde eres?, Parte 6: Los caracteres
Parte 1: Introducción a los números, Parte 2: Los números, Parte 5: ¿Cuánto es?, Parte 7: Los caracteres
Lección 1: Una introducción a la fecha, Parte 1: Los días de la semana, Parte 2:  Los años y meses, Parte 3: Los caracteres
Lección 1: La familia, Parte 1: La familia, Parte 3: Los deportes, Parte 4: Los juegos, Parte 5: Conversación: Los juegos, Parte 6: Los instrumentos musicales, Parte 7: Otras Actividades, Parte 8: Conversación: Los instrumentos musicales, Parte 9: Conversación: Otras actividades
Módulo 6: Examen final: Cómo dar una primera impresión positiva
Course: Community Organizing for Social Justice
Modules:
Segregation & Diversity, Common Language Definition, Social Justice Definition, Community Definition, Organizing Definition, Leaders Definition, Believing in Change Definition, People in the Field: Celina Miranda – Boston, People in the Field: Naomi Milstein – Chicago
Introduction to Strengthening Diversity, Social Identity Discussion, The Cycle of Socialization Discussion, Prejudice & Discrimination, Power & Privilege, Understanding Discrimination, Everyday Discrimination with Micah Discussion
What is Dialogue?, Differences & Stereotypes, Communication & Conflict, Responding to Triggers, Youth Dialogues, Dialogue in Action
Introduction to Organizing & Planning, Starting with People, Entering Communities, Engaging Community Members, Gathering Information, Making Plans, Building Capacity, Taking Stock, Organizing in Action: Kim McGill
What is Strategy and Why is It Important?, Elements of Strategy: Goals, Elements of Strategy: Issues, Elements of Strategy: Constituencies, Elements of Strategy: Targets, Elements of Strategy: Tactics, Using the Elements of Strategy, Building Support, Talking Points
Part 1: Organizing, Part 2: Planning, Part 3: Strategy, Part 4: Community, Conclusion
Course: Establishing Team Purpose
Modules:
Intro to Leading StandOut Teams: Course 1, Capturing Purpose, The Heider and Simmel (1944) Illusion, Sharing Your Purpose Story
Mindful + Habit = Ritual, Teams Are Vital, Connection Rituals
If We Do This People Will Notice It, What We Didn't Expect Was The Backlash, Strengths or Endurance?, Fairness, Congratulations, You Did It!
Course: Giving Helpful Feedback
Modules:
Course Introduction, Why Feedback is Important, Positive Feedback Defined, The Impact of Positive Expectations, Positive Expectations at Work, Positive Feedback:  Intriguing Possibilities
Negative Feedback Defined, Negative Feedback Bias, The Broad Impact of Negative Feedback
Additional Thoughts on Positive Feedback, Introduction to the Seven Feedback Skills, Skill 1:  Focus on Specific Behavior, Skill 2:  Keep it Impersonal, Skill 3:  Keep it Goal-Oriented
Skill 4:  Keep it Well-Timed, Skill 5:  Ensure Understanding, Skill 6:  Make Sure it is Controllable, Make Sure it is Controllable: The Manager's Role, Skill 7:  Tailor the Feedback to Fit the Employee:
When Feedback Doesn't Work, How to Create Long-Term Change
Research Used in this Course
Course: The Road to Autonomy: Exploring EV Technologies
Modules:
Welcome and Meet Your Instructor, Introduction to AEVs, Evolution of Electric and Autonomous Transportation, Benefits and Challenges of AEVs, Sensor Systems in AEVs (Part 1), Sensor Systems in AEVs (Part 2), Perception Technology for Autonomous Driving, Decision-Making Algorithms for Autonomous EVs, Safety Measures in AEVs, Addressing Challenges in AEV Technology, Ethical Aspects of Autonomous Driving
Course: HPE Aruba Networking Campus Access Basics
Modules:
Introduces networking fundamentals, types of networking devices, VLANs, IP routing, switch virtualization, and HPE Aruba Networking WLAN bridge mode.
Part 2: VSX, WLAN tunneled and mixed mode, 802.1x Authentication, Dynamic Segmentation and Vx LAN GBP.