dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: The Language of Design: Form and Meaning
Modules:
Course Introduction, Defining Critique, Using the Lexicon and the Critique Framework, Who this course is for, Why Peer Review?, Peer Review Tips, How to apply feedback
Introduction: Audience/Context/Culture, Thinking Through Making Form, Audience, Visual Language & Cultural Hierarchy, Agenda and function
Introduction to Week 2, Introduction: Basics of Visual Form, Visual Contrast: Scale, Shape, Color, and Value, Visual Contrast: Line, Texture, Direction, and Movement, Contrast and Visual Hierarchy, Legibility and Readability, Sharpening and Leveling, Composition: Figure/Ground (from Introduction to Imagemaking), Case Study/Demonstration Critique 1: April Greiman poster, Case Study/Demonstration Critique 2: Raymond Scott Poster, Case Study/Demonstration Critique 3: Superbad poster
Introduction to Week 3, Denotation and Connotation, Visual Icons, Similes, Symbolism, Metaphors, and Themes, Cliche, Pastiche, Appropriation, Parody, and Satire, Narrative / Sequence / Storytelling
Introduction to Week 4, Agenda and Authorship, Why does design look contemporary?, Synthesizing the Lexicon, Part 1, Synthesizing the Lexicon, Part 2, Synthesizing the Lexicon, Part 3, Synthesizing the Lexicon, Part 4
Course: Arctic Peoples and Cultures
Modules:
Meet your host: Eric Kama Steinberg, Meet the people involved, Additional Resources and Explore more content
Module 1 - Chapter 01, Module 1 - Chapter 02, Module 1 - Chapter 03, Module 1 - Chapter 04
Module 2 - Chapter 05, Module 2 - Chapter 06, Module 2 - Chapter 07
Module 3 - Chapter 8
Module 4 - Chapter 9, Module 4 - Chapter 10
Module 5 - Chapter 11, Module 5 - Chapter 12
Module 6 - Chapter 13, Module 6 - Chapter 14, Module 6 - Chapter 15, Module 6 - Chapter 16, Module 6 - Chapter 17
Module 7 - Chapter 18, Module 7 - Chapter 19
Module 8 - Chapter 20, Module 8 - Chapter 21, Module 8 - Chapter 22
Final quiz: 34 reflective questions.
Course: Combinatorics and Probability
Modules:
Companion e-book, Why Counting, Rule of Sum, How Not to Use the Rule of Sum, Convenient Language: Sets, Generalized Rule of Sum, Number of Paths, Rule of Product, Back to Recursive Counting, Number of Tuples, Licence Plates, Tuples with Restrictions, Permutations
Previously on Combinatorics, Number of Games in a Tournament, Combinations, Pascal's Triangle, Symmetries, Row Sums, Binomial Theorem, Practice Counting
Review, Salads, Combinations with Repetitions, Distributing Assignments, Distributing Candies Among Kids, Counting Credit Card PINs, Splitting into Working Groups
The Paradox of Probability Theory, Galton Board, Natural Sciences and Mathematics, Rolling Dice, More Probability Spaces, Not Equiprobable Outcomes, More About Finite Spaces, Mathematics for Prisoners, Not All Questions Make Sense, What Is Conditional Probability?, How Reliable Is The Test?, Bayes' Theorem, Conditional Probability: A Paradox, Past and Future, Independence, Monty Hall Paradox, `Our Position'
Random Variables, Average, Expectation, Linearity of Expectation, Birthday Problem, Expectation is Not All, From Expectation to Probability, Markov’s Inequality
Dice Game Problem, Optimal Strategy
Course: Intro to Operating Systems 2: Memory Management
Modules:
Navigating Codio Assignments, C Primer (Optional)
Navigating Codio Assignments, Segmentation (Optional), Free Space Management (Optional), Implementing Malloc & Free (Optional), How to Reset an Assignment in Codio
Navigating Codio Assignments, Introduction to Paging (Optional), Translation Lookaside Buffers (Optional), Advanced Page Tables (Optional), How to Reset a Graded Assignment in Codio
Navigating Codio Assignments, Swapping Mechanisms (Optional), Swapping Policies (Optional), How to Reset a Graded Assignment in Codio
Navigating Codio Assignments, Complete VM Systems (Optional), Virtual Memory for Linux (Optional), How to Reset a Graded Assignment in Codio
Course: Question Reality: Matter
Modules:
Course Introduction, Introdução do Curso em Português, What Is Matter, Conversation with Margaret Graver: Lucretius and His Time, History of the Atom I: Greeks to Dalton, History of the Atom II: Thompson to Rutherford, History of the Atom III: The Bohr Atom
The Modern View, A Visit to CERN, Conversation with Chris Quigg: What is Particle Physics?, Wrap-Up Video
Quantum Mechanics I: The Weird New Theory, Why Quantum Mechanics is Weird, Quantum Mechanics II: Interpretation and Reality, The Quantum Versus Classical Boundary, Conversation with David Kaiser: Einstein and Quantum Mechanics, Wrap-Up Video
Course: Automating Image Processing
Modules:
Specialization Overview, Automating Image Processing, Using the Image Batch Processor App, Batch Processing with Image Datastores
Working with Video Files, Detecting Moving Objects
Analyzing Data in MATLAB, Practical Image Processing
Introduction to the Final Project, Summary of Image Processing for Engineering  and Science
Course: Empowering and Transforming Your Organization with GenAI
Modules:
Welcome to the course, What's different about a GenAI transformation?, Getting your org ready for GenAI (Clara Shih, CEO of Salesforce AI), Skilling your workforce on GenAI (Trena Minudri, CLO of Coursera), GenAI for everyone, GenAI for execs, GenAI for teams, Engaging your Board of Directors on GenAI, Board oversight of GenAI (Joe Grundfest, Stanford), Engaging your partners and customers on GenAI, Course wrap-up
Course: Integrated Analysis in Systems Biology
Modules:
Lecture 1 - Experimental Design, Lecture 2A - Introduction to Research Article 1- Part 1, Lecture 2B - Introduction to Research Article 1- Part 2
Lecture 3 - Issues of Reproducibility in Systems Biology
Lecture  4  - Introduction  to Research Article 2
Lecture 5A - Introduction to Research Article 3 - Part 1, Lecture 5B - Introduction to Research Article 3 - Part 2
Course: Value-Based Care: Managing Processes to Improve Outcomes
Modules:
If this is your first VBC course, please watch our Welcome., How This Course Works, Overview of This Module, Level Set: Managing Office Processes, Effective Management of Office Processes, Patient-Centered Medical Home and Team-Based Care, Preventive and Screening Services, Annual Wellness Visits, Managing Acute Needs via an Open Access Model, Quality of Care Management/HEDIS, Coding to Support Enhanced Coordination, Staffing
A Case Study in Handling Multiple Processes, Medical Management, Utilization Management, Evidence-Based Clinical Guidelines, Case Management, The Care Team and Case Management, Data Management, Pharmacy Management, Drug Coverage and Pharmacy Benefits, Registries, Analytics, Technology, Guidelines, Types of Evidence, and Recommendations, Coordination Around SDoH/Community Resources, Accountable Care Atlas
Peer Review
Course: Modes of Science Communication
Modules:
Course Introduction, Best Practices For Public Speaking: Style, Best Practices For Public Speaking: Content, Interview Best Practices with Julie Poppen
Common Pitfalls in Science vs. General Public Writing, Types of Public Facing Articles, Interview with Hillary Rosner, Science Journalist and Editor
Introduction to Educational Technologies, Social Media for Science Communication, Learning Analytics, Interview with Jim Slotta, Professor of Education
The Arts as a Bridge to Science Communication, STEAMing Ahead, Adkins Interview, Wrap Up
Course: Computer Hardware and Software
Modules:
PC Parts Picker Tour, Selecting Hardware Tutorial
Microsoft Windows OS Overview, Macintosh Operating System Overview, Ubuntu and Linux Operating System Overview
Network Diagramming Tutorial
Course: Application Development using Microservices and Serverless
Modules:
Course Introduction, Twelve-Factor App Methodology, What are Microservices?, Comparison of Monolith vs SOA vs Microservices, Microservices Patterns
What is REST?, Introduction to API Gateway, Creating REST APIs, Making API Requests using cURL and Postman, Documenting and Testing REST API with Swagger, Optional: Basics of GraphQL
Introduction to Serverless Computing, Serverless Pros and Cons, Introduction to the FaaS Model, The Serverless Framework, Serverless Reference Architecture and Use Cases, Popular Serverless Platforms
IBM Cloud Code Engine, Project, Application, Build, and Jobs, Building Container Images for Microservices, Deploying and Running Applications, Updating Deployed Applications
Congrats & Next Steps, Thanks from the course team
Red Hat OpenShift Recap, Service Mesh and Istio, Microservices with OpenShift, Red Hat Marketplace
Course: 电磁学上——恒定电场
Modules:
介绍视频
1.0a前言, 1.11库仑定律, 1.12库仑定律成立条件, 1.13库仑定律的适用范围和精度, 1.14电量定义、单位制, 电场强度, 求电偶极子延长线和中垂面上场强, 求有限长均匀带电线中垂面上的场强, 求均匀带电圆环中垂线上一点的场强
2.11通量和环流, 2.12高斯定理及其证明, 2.13关于高斯定理的讨论, 2.14高斯定理应用之一, 2.15高斯定理应用之二, 2.21环路定理, 2.22电势、电势叠加, 2.23关于电势的讨论, 2.24求电势, 2.31等势面与电场线, 2.32电势梯度, 2.33已知电势求电场例子, 2.34场方程*
3.11静电场中的物质, 3.12导体静电平衡条件, 3.13导体静电平衡下导体性质, 3.21导体空腔, 3.22静电屏蔽原理, 3.23电容器
4.11电介质的极化, 4.12极化的描绘, 4.13极化强度与极化电荷关系, 4.14电介质极化规律, 4.15关于电荷的讨论, 4.16例题和讨论, 4.31有电介质存在时的高斯定理, 4.32例题讨论, 4.33介质的击穿, 4.41两个点电荷之间的静电能, 4.42多个点电荷系统的静电能, 4.43连续带电体系的静电能, 4.44电场能量、能量密度及边界条件
5.11电流连续性方程、恒定条件, 5.12欧姆定律, 5.13伏安特性曲线, 5.14金属导电静电电子论, 5.21电源电动势, 5.22恒定电路中静电场的作用, 5.23温差电, 5.31恒定电路计算, 5.32基尔霍夫定律, 5.33例题
MOOC电磁学（上）考试
Course: Fine-tuning Language Models for Business Tasks
Modules:
Introduction and Welcome, Introduction to LLMs, Evolution of Language AI, Understanding Fine-Tuning, Customizing AI for Your Business, Case Studies: Success Stories, Measuring Impact, Strategy Development, Overcoming Challenges, Tools and Resources, Predicting Trends, Staying Ahead, Ethics and Considerations
Course: Sustainable Food Systems
Modules:
Course Overview, Meet Your Instructor | Dr. Anna Ball, Module 1 Introduction, Defining the Food System, Defining Systems Thinking, Distinguishing Local from Global Challenges in the Food System, Exploring Grand Challenges and Emerging Issues in Food, Economic, Environmental, and Energy Systems
Module 2 Introduction, Defining Sustainability, Identifying the Three Pillars of Sustainability, Describing Sustainability: People, Describing Sustainability: Planet, Describing Sustainability: Profit, Module 2 | Summary
Module 3 Introduction, Defining Food Production Systems, Describing Food Production: Animal Systems, Explaining Food Production: Crop Systems, Examining Production to Processing in the Food System, Defining the Roles of Consumers and Producers in the Food System, Module 3 | Wrap-up
MODULE 4 | Introduction, Investigating Issues in World Hunger, Examining Access to Nutritious Food, Describing Food Deserts, Exploring Emotional and Cultural Connections to Food
MODULE 5 | Introduction, Exploring Environmental Grand Challenges, Investigating Water and Soil Quality
MODULE 6 | Introduction, Examining Issues in Land Access and Production Demands, Exploring Uses of Non-Productive Land, Investigating the Consumer-Driven Economy
MODULE 7 | Introduction, Exploring Grand Challenges in Energy and Technology within the Food System, Examining the Roles of Switchgrass and Carbon, Investigating Issues in Energy and Technology
MODULE 8 | Introduction, Investigating Complexities of Food and Food Decisions, Identifying Complex Issues of the Food System and Sustainability, Examining Food and Sustainability, Course Summary
Course: How to Create a Good Business
Modules:
Meet your Instructor, Introduction to the Gamut Workbook Tool, Module 1 Introduction, Is Worker Wellbeing Good Business?, Examining Shahi Exports Investment in Worker Wellbeing with Anant Ahuja, Closer Look at Labor Rights, the Labor Market, and Unionization Movements with Jill Tucker, Interview with IndustriALL with Christina Hajagos-Clausen and Apoorva Kaiwar, Implementing RCTs with Smit Gade, Good Business Lab (GBL) Research Methodology, Introduction to Good Business Lab (GBL) with Anant Nyshadham
Module 2 Introduction, Impacts of Soft Skill Development on Life and Workplace Outcomes, Soft Skills in Various Contexts, Soft Skills Research in Uganda with Vittorio Bassi, Mission of the World Bank's Gender Innovation Lab, Evaluation of Gap Inc.'s Personal Advancement and Career Enhancement Program, GAP Inc. P.A.C.E. Worker interviews, Supporting the Progression of Female Garment Workers with Jalandhar Giri, The Importance of Developing the Skills of Women Workers with Chitra Ramdas
Module 3 Introduction, Why Listen to Workers?, Worker Voice Research, Introduction to Worker Voice: Anant Nyshadham, Evaluating the Impact of Worker Voice Interventions with Teresa Molina, The Role of Access to Information on Worker-Management Relations with Laura Boudreau, Worker Evaluations and Feedback Channels, Designing Solutions for the Wellbeing of Workers Across Industries with Elena Fanjul- Debnam, Investing in Worker Voice Tools with Rebecca Offensend, Case Study: Project Inache, What to Consider When Scaling Up an Intervention, Chitra Ramdas: Guest speaker lecture, Worker interviews: Inache (Turn on Subtitles)
Module 4 Introduction, How to Build a Resilient Workforce, Studies on Health, Environment, and Productivity, Effects of Pollution and Climate Change on Labor with Anant Sudarshan, Management Interview: LED, Implementation of Programs to Improve the Workplace with Jalandhar Giri, Workplace Environment and Worker Productivity with Joshua Graff Zivin, Worker Interviews: Menstrual Health, Worker Video: Buddy System, Impacts of Improvement in Living Conditions with Huayu Xu, Impacts of Training Female Migrant Workers on Digital Remittances with Raphaelle Aulagnon
Module 5 Introduction, Managerial Quality and Business Outcomes, Methodology and Key Findings From the STITCH Evaluation with Emir Murathanoglu, Worker Interviews: STITCH, Managerial Quality with Jorge Tamayo, Research Studies on Managerial Quality, How Do Management Practices Across Firms and Countries Differ withNick Bloom
Develop Your Worker Wellbeing Intervention Plan, Intervention Development Guide & Project Submission Template, Post Course Survey
Course: Execução do projeto: Como executar o projeto
Modules:
Introdução ao curso 4, A importância do acompanhamento, Itens comuns para acompanhar, Diferentes métodos de acompanhamento, Belinda: como acompanhar e gerenciar um orçamento, Pranjal: Como gerenciar vários acompanhamentos, Por que pode haver riscos e mudanças, Como identificar e acompanhar dependências, Técnicas para ajudar a gerenciar riscos, Como encaminhar problemas para um supervisor, Como informar mudanças à equipe, Finalização
Introdução: Gerenciamento da qualidade e melhoria contínua, Principais conceitos de gerenciamento da qualidade, Como promover o relacionamento com clientes usando habilidades de comunicação, Como medir a satisfação do cliente, Como garantir a acessibilidade durante a coleta de feedback, Processar: A importância de entender as necessidades dos clientes, Melhoria contínua e melhoria de processo, Estruturas de melhoria orientadas por dados, Como diferenciar projetos de programas, Jacob: Como cultivar uma mentalidade para a melhoria contínua, O propósito de uma retrospectiva, Como realizar uma retrospectiva, Gernot: como usar retrospectivas para retomar o rumo, Finalização
Introdução: Tomada de decisão baseada em dados, O valor dos dados, Tipos comuns de dados de projeto, Como discernir dados importantes, Como usar a análise de dados para informar decisões, Como apresentar dados para contar a história do projeto, Ferramentas de visualização de dados, Técnicas de apresentação eficazes, Como tornar as apresentações acessíveis, Finalização
Introdução: Habilidades de liderança e influência, A necessidade do trabalho em equipe em projetos, Os fatores que afetam a eficácia da equipe, Como liderar equipes com alto desempenho, Emilio: Aprendendo a liderar, Desenvolvimento de equipes e gerenciamento de dinâmica de equipe, Rowena: Delegar os detalhes, Liderança ética e inclusiva, Etapas para uma influência eficiente, Como usar fontes de poder para influenciar, Chris: Como influenciar pessoas demonstrando o impacto do projeto, Finalização
Introdução: Comunicação eficaz do projeto, Como se comunicar de diferentes maneiras, Ferramentas comuns de comunicação, Como organizar reuniões eficazes, Tipos comuns de reuniões de projeto, Finalização
Introdução: encerramento de projeto, A importância do encerramento do projeto, O processo de encerramento para clientes e partes interessadas, O processo de encerramento para a equipe, Sarah: por que adoro retrospectivas, O processo de encerramento para o gerente de projeto, Conclusão do curso
Course: Deep Learning Essentials
Modules:
Introduction to Deep Learning Essentials, Module 1 Introduction: History of Deep Learning, What is Intelligence?, Components of Intelligence, Goal of Cognition, Intelligence: The Beginning (1942-1950), Representation Learning, Intelligence: Reloaded (1960-2000), Intelligence: Revolutions (2006-), Perceptron, Perceptron: Surrogate Losses
Module 2 Introduction: Perceptron, Stochastic Gradient Descent & Kernel Methods, Stochastic Gradient Descent for the Perceptron, Part 1, Stochastic Gradient Descent for the Perceptron, Part 2, Understanding Why SGD Converges for the Perceptron, General Form of SGD, Dual Representation of the Perceptron, Non-linear Classifiers, Introduction to Kernels, Kernel Perceptron, Gram Matrices, Mercer’s Theorem
Module 3 Introduction: Fully Connected Networks, Learning the Feature Vector, Random Features Model, Learning the Feature Matrix, Deep Fully Connected Networks, What Features Do Neural Networks Learn?, Mammalian Retina, Why are Neural Nets Useful?
Module 4 Introduction: Backpropagation, Deep Learning Jargon, Weights, Overview of Backpropagation in Neural Nets, Understanding Backpropagation with an Example, Gradients from Backprop and Adversarial Samples, Alternate View of Backprop, Abstractions for Implementing Backprop
Course: Habilidades de Excel Aplicadas a Negocios: Nivel Avanzado
Modules:
Semana 1 Introducción, Discusión de la Semana 1, Video de Práctica: Principios del Diseño de las Hojas de Cálculo, Video de Práctica: Cálculos, Video de Práctica: Formato, Video de Práctica: Documentación, Video de Práctica: Interfaz y Navegación
Semana 2 Introducción, Semana 2 Discusión, Video de Práctica: Tablas y Referencias Estructuradas, Video de Práctica: Uso de Funciones para Ordenar Datos, Video de Práctica: Introducción a las Fórmulas Matriciales, Video de Práctica: Trabajar con una Función Matricial (TRANSPONER), Video de Práctica: Resolver Problemas con Fórmulas Matriciales
Semana 3 Introducción, Semana 3 Discusión, Video de Práctica: Reemplazar Espacios en Blanco por Valores Repetidos, Video de Práctica: Fijar Fechas (FECHA, MES, AÑO, DÍA, TEXTO), Video de Práctica: Eliminar Espacios No Deseados (RECORTAR, LIMPIAR), Video de Práctica: Herramientas de Diagnóstico (ESNÚMERO, LARGO, CÓDIGO), Video de Práctica: Eliminar Caracteres No Deseados (SUSTITUIR, CARACTER, VALOR)
Semana 4 Introducción, Semana 4 Discusión, Video de Práctica: Trabajar con Fechas (FIN.MES, FECHA.MES, DÍA.LAB.INTL), Video de Práctica: Funciones Financieras (VF, VA, PAGO), Video de Práctica: Plan de Préstamos (PAGO, FECHA.MES), Video de Práctica: Valor Actual Neto y Tasa Interna de Retorno (VAN, TIR), Video de Práctica: Funciones de Depreciación (SLN, SYD, DDB)
Semana 5 Introducción, Semana 5 Discusión, Video de Práctica: Función INDIRECTO, Video de Práctica: Función DIRECCIÓN, Video de Práctica: Introducción a DESREF, Video de Práctica: Resolver Problemas con DESREF
Semana 6 Introducción, Semana 6 Discusión, Video de Práctica: Diseño de Paneles de Control, Video de Práctica: Preparar Datos, Video de Práctica: Construir Paneles de Control, Video de Práctica: Creación de Gráficos Creativos, Video de Práctica: Paneles de Control Interactivos
Evaluación Final
Course: Building Your Artistic Brand
Modules:
Developing Your Entrepreneurial Mindset, The Entrepreneur's Maxim, Defining Your Brand
Introduction to Markets, Understanding Your Market
Essentials of Marketing, Marketing Channels, Five Marketing Questions
Social Media and Your Career, Five Social Media Strategies for Musicians, Platforms and Content, Techniques for Effective Email
Course: Basic Information Literacy
Modules:
Introduction - Basic Information Literacy, What is Information Literacy?, Guidelines on Information Literacy for Lifelong Learning, The Mind Map
The Cycle of Information, Databases, Databases vs. Websites, Wikipedia in Scholarly Research, Searching Open WorldCat for a Book, Searching Google Scholar for an Article
Creating a Search Strategy, Using 'AND', Using 'OR', Using 'NOT', Search Strategies, Skimming an Article
Who is an Authority?, Evaluating Academic Resources, Evaluating Sources Practice, Predictable Information Literacy Misconceptions of First Year College Students
Plagiarism, Citing Journal Articles, In-text Citations, Citation Generators
Course: Collaborative Robot Safety: Design & Deployment
Modules:
Introduction: Collaborative Robot Safety: Design & Deployment, Automation Accelerator: Proof of Concept, Robot Classification (Part 1), Robot Classification (Part 2), Safety Training, Safety Standards, Risk Assessment (Part 1), Risk Assessment (Part 2)
Accident Triggers, Safety Lessons, Designing Safe Workcells (Part 1), Designing Safe Workcells (Part 2), Designing Safe Workcells (Part 3)
Force-Limited Robots (Part 1), Force-Limited Robots (Part 2), Force-Limited Robots (Part 3), Applications, Automation Application: Machine Tending, Testing (Part 1), Testing (Part 2)
Collaborative Workcells
Course: AI Fundamentals for Non-Data Scientists
Modules:
AI for Business Introduction, Course Introduction, Big Data Overview, Big Data Analysis, Data Management Tools, Data Management Infrastructure, Data Analysis: Extracting Intelligence from Big Data, Introduction to Artificial Intelligence, Machine Learning Overview, Reinforcement Learning, A Detailed View of Machine Learning
Specific Machine Learning Methods: A Deep Dive, Intro to Model Selection, Feature Engineering and Deep Learning Introduction, Deep Learning, How Deep Learning Works, Limitations of Deep Learning, Evaluating ML Performance, Common Loss Functions, Tradeoffs Between Loss Functions, How is Training Data Acquired?, The Over-Fitting Problem, Test Data, Examples of End-to-End Work Flow
Natural Language Processing, GANs and VAEs, Intro to AutoML, Using AutoML, Teachable Machine, TensorFlow Playground, ML Operations, Chicken and Egg
Interview With Ed Lee
Generative AI Overview, Implications of Generative AI on Work, Generative AI's Implication on Productivity, The Generative AI Stack, Foundation Models, Prompt Engineering Principles Improving Output Quality, Customizing LLM Output, Differentiation Gaining Competitive Advantage
Course: Mitigating Security Vulnerabilities on Google Cloud
Modules:
Welcome and Getting Started Guide!, How to Send Feedback
Module Overview, How DDoS attacks work, DDoS Mitigation and Prevention on Google Cloud, Using Google Cloud Armor, Types of complementary partner products, Lab Intro: Configuring Traffic Blocklisting with Google Cloud Armor, Getting Started with Google Cloud and Qwiklabs, Module review
Module Overview, Threat: Ransomware, Ransomware mitigations, Threats: Data misuse, privacy violations, sensitive content, Content-related mitigation, Lab Intro: Redacting Sensitive Data with the DLP API, Module review
Module Overview, Security Command Center, Tiers and pricing, Demo: Using Security Command Center, Cloud Monitoring and Cloud Logging, Lab Intro: Configuring and Using Cloud Logging and Cloud Monitoring, Cloud Audit Logs, Lab Intro: Configuring and Viewing Cloud Audit Logs, Cloud security automation, Module review
Course: HTML وCSS بالتفصيل
Modules:
مقدمة للبرنامج, مقدمة إلى HTML وCSS بالتفصيل, كيف يتم استخدام HTML وCSS في العالم الحقيقي؟, ملخص: ما تعرفه عن HTML وCSS, العلامات الدلالية ولماذا نحتاجها, العلامات الدلالية عمليًا, البيانات الوصفية, تخطيط العظام المكشوفة, تجربة المستخدم مع العلامات الوصفية, إعداد بطاقة وسائل التواصل الاجتماعي, النماذج والتحقق, إنشاء نموذج, الاستفادة القصوى من عملية التحقق من جانب العميل, أزرار الخيار, استخدام عناصر النموذج التفاعلي, تقديم النموذج, اختلافات المتصفح, الفيديو والصوت, مشغلات مضمنة, إطارات iFrames, iFrame كصورة, عنصر لوحة الرسم, ملخص الوحدة: التعمق في HTML
تخطيط ويب CSS, مربع flexbox الأساسي, مخططات Flex, شبكات CSS, عرض الشبكة, دراسة حالة: كيف يقوم Meta بتكوين عملية بناء سريعة الاستجابة, المحددات واسعة الاستخدام, محددات الدمج, فئات Pseudo-classes, الاستخدام العملي لفئات pseudo, ما هو التأثير, تأثيرات النص, عمليات تحويل CSS والانتقالات, الرسوم المتحركة في CSS, أمثلة للرسوم المتحركة, أخطاء عامة, التعامل مع الأخطاء, أدوات تصحيح الأخطاء, CSS الخاص بالمتصفح, اختبار واجهة المستخدم, دراسة حالة: كيف يقوم Meta بإجراء اختبارات الواجهة الأمامية, ملخص الوحدة: CSS التفاعلي
ملخص الدورة التدريبية, اختيار الموضوع ورسم التخطيط, تحديد موضع العناصر، إنشاء عناصر نائبة, تخطيط تجربة المستخدم, مثال: جيد جدًا حتى الآن, تهانينا، قمت باستكمال HTMLS وCSS بالتفصيل!
Course: Junos Routing, Operations, and Maintenance
Modules:
Welcome to Junos Routing, Operations, and Maintenance, User Authentication Configuration, Archive Configurations, System Logging and Tracing, Configuring NTP, Configuring SNMP, Platform and Interface Operations, Network Utilities, Password Recovery, Storage and System Cleanup, Junos OS Upgrade, Interface Types, Configuration Groups, Basic Routing Concepts, Routing and Forwarding Tables, Routing Instances, Configuring a Routing Instance, Static Routes, Dynamic Routing, Configuring OSPF, Routing Using IPv6, Junos Import and Export Routing Policies, Routing Policy: Match Criteria and Action Blocks, A Routing Policy Use Case
Course: Microsoft Azure Machine Learning
Modules:
Introduction to Create No-code Predictive Models with Azure Machine Learning, Azure Machine Learning to Train and Deploy a Predictive Model, Weekly Summary
What is Regression?, Weekly Summary
What is Classification?, Weekly Summary
What is Clustering?, Weekly Summary
Course: Introduction to Business Analytics: Communicating with Data
Modules:
Meet Professor Kevin Hartman, Welcome to Introduction to Business Analytics: Communicating with Data, Module 1 Overview, Lecture 1-1: Studying The History of Dataviz, Lecture 1-2: Understanding Today's Dataviz Tools, Lecture 1-3: Making Connections With Visuals, Lecture 1-4: Evaluating The Effectiveness Of Dataviz
Module 2 Overview, Lecture 2-1: Understanding The Growth Of Data, Lecture 2-2: Evaluating Methods Of Data Access, Lecture 2-3: Focusing Your Communication Journey, Lecture 2-4: Planning Your Data Story
Module 3 Overview, Lecture 3-1: Finding Patterns In Data, Lecture 3-2: Being Planful When Creating Dataviz, Lecture 3-3: Understanding The Components of Visual Form, Lecture 3-4: Enriching Content Through Connection
Module 4 Overview, Lecture 4-1: Creating Inviting Dataviz, Lecture 4-2: Bringing Sophistication To Charts, Lecture 4-3: Improving Chart Legibility, Lecture 4-4: Presenting Dataviz With Impact, Learn on Your Terms
Course: Precision Bookkeeping: Records, Reconciliation, Reporting
Modules:
Introduction to the Course & Meet Your Instructor, The Importance of Accurate Financial Records, Basics of Bookkeeping, Tools and Technologies for Bookkeeping, Understanding Account Reconciliation, Reconciliation Techniques and Best Practices, Handling Common Reconciliation Challenges, Essentials of Financial Reporting, Creating Effective Reports, Analyzing Financial Reports, Introduction to Automation in Bookkeeping, Leveraging Data Analytics with Modern Bookkeeping, Data Security in Modern Bookkeeping, Congratulations! What's Next?
Course: Building Resilient Streaming Analytics Systems on GCP em Português Brasileiro
Modules:
Introdução ao curso
Como processar dados de streaming
Introdução ao módulo, Introdução ao Pub/Sub, Push x pull no Pub/Sub, Como publicar usando o código do Pub/Sub, Resumo, Introdução ao laboratório: Publicar dados de streaming no Pub/Sub, Coursera: Primeiros passos com o Google Cloud Platform e o Qwiklabs
Introdução ao módulo, Desafios dos dados de streaming, Janelamento do Dataflow, Introdução ao laboratório: Pipelines de dados de streaming
Introdução ao módulo, Como fazer streaming para o BigQuery e ver os resultados, Introdução ao laboratório: Como processar dados de streaming: painéis e análises de streaming, Streaming com alta capacidade de processamento no Bigtable, Como otimizar o desempenho do Bigtable, Introdução ao laboratório: Como processar dados de streaming: pipelines de dados de streaming no Bigtable
Introdução ao módulo, Funções da janela analítica, Funções SIG, Demonstração: Funções SIG e mapeamento com o BigQuery, Considerações sobre desempenho, Introdução ao laboratório: Como otimizar suas consultas do BigQuery para melhorar o desempenho, Considerações sobre o custo
Resumo do curso
Course: Persuasion and Presence for Program and Project Managers
Modules:
1.1.0 Aristotle’s Rhetorical Triad Video, 1.2.0 Logos - The Logic of Your Communication Video, 1.3 Pathos - The Emotions of Your Communication Video, 1.4.0 Ethos - Your Communication Presence Video, 1.5.0 The Elegant or Perfect Pitch Tool Video
2.1.0 What is Stage Presence? Video, 2.2.0 Establishing Trust through Your Words Video, 2.3.0 Building Trust at a Distance Video, 2.4.0 Nonverbal Trust Building Video, 2.5.0 How to Up Your Presence Game Video
3.1.0 How Emotions Work in Communicating Video, 3.2.0 Crafting an Emotionally Compelling Message Video, 3.3.0 Communicating Bad News Video, 3.4.0 Blending Logos and Pathos Video
4.0.0 Project Oxygen Video, 4.1.0 Defining Psychological Safety Video, 4.2.0 Building Psychological Safety on the Project Team Video, 4.3.0 Psychological Safety with Logos and Pathos Video, 4.4.0 Troubleshooting Psychological Safety Issues Video
Congratulations! Now How About a Quick Retro...?, Don't Forget to Claim You Some PDUs!, Continue Your Education with UMD!, Five Stars Please :)
Course: Educación ambiental para la biodiversidad
Modules:
Universidad Austral, Naturaleza, ecología y ambiente, La alfabetización ambiental como desafío educativo, El rol de los educadores ambientales hoy, La educación ambiental en la escuela
La biodiversidad como desafío de la Educación Ambiental, La biodiversidad en el marco de los Objetivos de Desarrollo Sostenible, Educación ambiental para la biodiversidad, Educación ambiental para la biodiversidad, en la escuela
Estrategias en educación ambiental para la biodiversidad, Paso a paso para el diseño de acciones ambientales. Parte 1, Paso a paso para el diseño de acciones ambientales. Parte 2
Ciudadanía ambiental: alianzas y redes para la trama de la vida. Parte 1, Ciudadanía ambiental: alianzas y redes para la trama de la vida. Parte 2, Hacia el diseño de acciones ambientales participativas
Course: Establishing a Professional ‘Self’ through Effective Intercultural Communication
Modules:
Specialisation Introduction Video, Course Introduction Video
Introduction to Multicultural Dimension, Power Distance, Individualist and Collectivist, Masculinity and Femininity, Long and Short Term Orientation, How cultural values affect the way we communicate, Intrapersonal Communication, Communication Process, Cultural Values, Context and Politeness
Introduction to the 7Cs, Clarity, Completeness, Correctness, Conciseness, Concreteness, Coherence, Courtesy, Summary for 7Cs, Using the 7Cs to Inform, Giving Instructions, Offering Suggestions, Seeking Clarification, Giving Bad News, Summary for Interpersonal Communicative Strategies
Establish Personal Self, Aligning self to your workplace, For Potential Employers, In Workforce, Connecting on Social Networking Sites, Etiquettes of using Social Networking Websites
Course: Google Cloud VMware Engine
Modules:
Introduction to the Course, Meet Your Instructor, Introduction to Virtualization, What is Cloud Computing, Introduction to Google Cloud VMware Engine, Use Cases of Google Cloud VMware Engine, Components of Google Cloud VMware Engine, Hardware Requirements for Google Cloud VMware Engine, Vcenter Server & Vsphere, Benefits of VSAN, Understanding NSXT
Course: From Idea to Startup
Modules:
Promo - what this course is about?, Video Lecture: Introduction, Interview: Prof. Peretz Lavie (Sleep Research), Interview: Boaz Ran (Bio-RAD Laboratories)
Video Lecture: Tool 1 - Price Cost Value, Video Lecture: Tool 2 - Strategy, Interview: Prof. Eli Ben-Sasson & Prof. Ayelet Ben-Sasson (Baby Crio)
Video Lecture: Tool 3 - Value Profile, Video Lecture: Tool 4 - Activity Map, Video Lecture: Tool 5 - Platforms, Interview: Prof. Avi Schroeder (Via Aqua), Interview: Mr. Yehuda Zisapel (RAD-Bynet Group)
Video Lecture: Tool 6 - Learning Organizations, Video Lecture: Tool 7 - Tracking the Money, Interview: Rona Davis (WIX)
Video Lecture: Tool 8 - Risk Analysis, Interview: Ofer Vilenski (Hola! Networks Ltd.), Video Lecture: Tool 9 - Real Options
Video Lecture: Tool 10 - Designing the Business, Interview: Arie Ruttenberg and  Amnon Herzig (Club 50)
Course: Cybersecurity for Managers
Modules:
¿Qué vas a ver en este curso?, ¿Sabías que...?, El negocio ilícito más lucrativo, Modelo de ciberataque APT, ¡Vais a ser atacados!
Conoce a Alberto, Intento de ataque 1, ¿Cómo lo ha evitado?, Intento de ataque 2, ¿Cómo lo ha evitado?, Intento de ataque 3, ¿Cómo lo ha evitado?, ¿Qué puedes hacer tú?, Conoce a Cristina, Intento de ataque 4, ¿Cómo lo ha evitado?, Intento de ataque 5, ¿Cómo lo ha evitado?, Intento de ataque 6, ¿Cómo te protege un servidor proxy?, Intento de ataque 7, Tipos de antivirus, ¿Cómo lo ha evitado?, Conoce a Fernando, Intento de ataque 8, ¿Cómo lo ha evitado?, ¿Qué es una VPN?, Intento de ataque 9, Teletrabajar es seguro, si sabes cómo
Aplicaciones, Buenas prácticas en la descarga de apps, Zoombombing, Buenas prácticas en las videollamadas, Verificación en dos pasos, La autenticación más humana, ¿De qué nos protege la biometría?, Conoce a Silvia, Gestión de usuarios, Herramientas de control parental, Gestión de incidentes, Cifrado de archivos, Borrado seguro de archivos, Copias de seguridad, ¿Qué hubiera pasado si...?
¿Cuál es la primera línea de defensa?, ¿Para qué se usa la ingeniería social?, Phishing y sus derivados, ¿Cómo podemos protegernos?, ¿Cómo gestionar las contraseñas de forma segura?, ¿Actualizas el software de tu dispositivo?
¿Qué es un incidente de ciberseguridad?, Medidas de seguridad, ¿Cuáles son sus fases?, Fase 1: Preparación, Fase 2: Identificación, Fase 3: Contención, Fase 4: Erradicación, Fase 5: Recuperación, Fase 6: Lecciones aprendidas, ¿Cuáles son sus fases?, Fase 1: Algunas recomendaciones, Fase 2: Algunas recomendaciones, ¿Cómo es la gestión de incidentes?, Gestión de incidentes de proveedores externos, ¿Qué hacer ante un incidente?, ¿Cómo organizar la respuesta como Incident Handler?, ¿Qué evitar en un incidente de seguridad?
¿Por qué es importante la gestión del fraude?, Proceso seguro y algunos conceptos básicos, Fases de la metodología, Fase 1: Levantamiento As Is, Marco NIST, Fase 2: Workshops, Fase 3: To be, Fase 4: Implantación, Conclusiones
Course: Managing Big Data in Clusters and Cloud Storage
Modules:
Welcome to the Course, Browsing Tables with Hue, Browsing Tables with SQL Utility Statements, Browsing HDFS with the Hue File Browser, Browsing HDFS from the Command Line, Understanding S3 and Other Cloud Storage Platforms, Browsing S3 Buckets from the Command Line
Week 2 Introduction, Introduction to the CREATE TABLE Statement, Using Different Schemas on the Same Data, Specifying TBLPROPERTIES, Examining, Modifying, and Removing Tables, Hive and Impala Interoperability, Impala Metadata Refresh
Week 3 Introduction, Overview of Data Types, Choosing the Right Data Types, Overview of File Types, Choosing the Right File Types
Week 4 Introduction, Refresh Impala's Metadata Cache after Loading Data, Loading Files into HDFS with Hue's Table Browser, Loading Files into HDFS with Hue's File Browser, Loading Files into HDFS from the Command Line, Loading Files into S3 from the Command Line, Using Hive and Impala to Load Data into Tables, Conclusion
Week 5 Introduction, What to Do When Queries Are Too Complex, What to Do When Queries Take Too Long, When to Use Table Partitioning, When to Use Complex Columns, File Systems versus Storage Engines
Course: Assessing Health Program Delivery
Modules:
1.1.1 Welcome, 1.1.2 An introduction to effectiveness evaluations of large-scale programs for women and children in low- and middle-income settings, 1.2.1 Introduction to the in-depth case studies
2.1.1. Welcome to Module 2, 2.2.1 The history and evolution of assessments of program implementation strength, 2.2.2 Implementation strength indicators, 2.2.3  Application to running case studies, 2.3.1 A brief history of quality of care assessments, 2.3.2 Guest speaker by Moise Muzigaba on Overview of The Network for Improving Quality of Care for Maternal, Newborn, and Child Health, 2.3.3 Quality of care indicators, 2.3.4 Application to running case studies, 2.4.1 Program utilization, 2.4.2 Indicators of program utilization, 2.4.3 Application to running case studies or other case examples, 2.5.1 Review of Module
3.1.1. Welcome to Module 3, 3.2.1 Fundamentals of research design relevant to assessments of health program delivery - Part 1, 3.2.2 Fundamentals of research design relevant to assessments of health program delivery - Part 2, 3.3.1 Overview of data sources and methods, 3.4.1 Data sources and collection methods for program implementation strength, 3.4.2 Case study of a national implementation strength assessment of family planning and youth-friendly services in Malawi, 3.5.1 Data sources and collection methods for assessing quality of care, 3.5.2 Guest lecture by Alex Rowe on Assessing Health Worker Performance, 3.5.3 Applications to in-depth case studies from Mali and Malawi, 3.6.1 Data sources for service utilization, 3.6.2 Case studies of utilization assessments, 3.7.1 Summary of Module 3
4.1.1 Program documentation, 4.1.2 What contextual factors may affect program delivery, and how can they be documented?, 4.2.1 Application to in-depth case studies from Mali and Ethiopia
5.1.1 Welcome to Module 5, 5.2.1 Developing an implementation plan for the assessment, 5.3.1 Supervising data collection and ensuring data quality, 5.4.1 Analyzing and interpreting results in the context of a large-scale effectiveness evaluation, 5.4.2 Linking health program delivery results with coverage results – an introduction, 5.5.1 Review of key concepts in Module 5
6.1.1 Promoting the uptake and use of results, 6.2.1 Guest Lecture by Vaisnavi Gnanasekaran on Strengthening sexual and reproductive health services
7.1.1 Welcome to Module 7, and the history of the RADAR tools, 7.2.1 Overview of IS & QoC RADAR assessment tools, 7.3.1 Web video introducing RADAR website, 7.4.1 Summary of Module 7
8.1.1 Course summary and avenues for further learning
Course: Generative AI in Education
Modules:
Introduction to course and teaching team, Introduction to generative AI, Generative AI and Russell Group Universities, Prompts in education
Plagiarism, misinformation, and translation, Permissions and copyright considerations
Our approach and biggest risks, AI: a development of language, AI and the philosophies of education, Cognitive load and AI-assisted learning
Better lesson planning with AI, Idea generation and false information
Course: Amazon Connect Console Fundamentals
Modules:
Amazon Connect Console Fundamentals
Course: Valorar naturaleza y personas para fundamentar decisiones
Modules:
Bienvenida de Mark Gough - CEO Capitals Coalition, Paul Polman - Coautor de Net Positive y fundador de Net Positive World Movement, Introducción al Curso, Bienvenidos, Riesgos y oportunidades de negocio relacionados con la naturaleza, las personas y la sociedad, Entrevista con Volkert Engelsman, CEO, EOSTA: El argumento comercial para incluir a la naturaleza, las personas y la sociedad en la toma de decisiones, El Enfoque de Capitales Integrados: el Protocolo de Capital Natural y el Protocolo de Capital Social y Humano, Impactos y dependencias, Principales conclusiones, Próximos pasos
Bienvenido, Liz Barber - CEO Yorkshire Water, El proceso de evaluación de capitales, Liv Up - Pedro Alexandre Martins, Gerente Sr. de Innovación y Sostenibilidad, Reservas, flujos y valor, Novartis - Sonja Haut, Responsable de Medición Estratégica y Materialidad, Liv Up - Pedro Alexandre Martins, Gerente Sr. de Innovación y Sostenibilidad, Involucrar a las partes interesadas en el proceso de toma de decisiones, Copy of Involucrar a las partes interesadas en el proceso de toma de decisiones, Planificación del proceso, Entrevista con Volkert Engelsman, CEO, EOSTA: Consejos para empezar con su propia evaluación, Principales conclusiones, Próximos pasos
Bienvenido, El Protocolo del Capital Natural, Definiendo un objetivo, Determinación del alcance de una evaluación del capital natural, Yorkshire Water - Phillip Blaen, Gerente de Sostenibilidad, Vías de impacto y dependencia, Definiendo materialidad, Yorkshire Water - Phillip Blaen, Gerente de Sostenibilidad, Entrevista con Volkert Engelsman, CEO, EOSTA: Definición de materialidad y trabajo con las partes interesadas, Principales conclusiones, Próximos pasos
Bienvenido, Gretchen C. Daily, Proyecto de Capital Natural, Universidad de Stanford, Medir y valorar, Entrevista con Volkert Engelsman, CEO, EOSTA: Medir y valorar los impactos, Holcim - Magali Anderson, directora de sostenibilidad e innovación, Holcim - Renata Pollini, Jefa de Naturaleza, Medición de los factores de impacto y las dependencias, Holcim - Eugenia Ceballos, Jefa de Adquisiciones Sostenibles y Valoración de Impacto, Valorar los factores de impacto y las dependencias, Entrevista con Volkert Engelsman, director ejecutivo de EOSTA: ¿Qué aportó la evaluación?, Aplicar, Olam Food Ingredients (OFI) - Ria Bakshi, líder de finanzas para la sostenibilidad, Conclusiones clave, Próximos pasos en su viaje hacia el capital natural
Course: Physics of Light and Materials
Modules:
Getting Hype, Being Realistic, Maxwell's Equations, Mathematical Plane Wave, Properties of EM Plane Waves, Plane Waves Off Axis, Irradiance and the Poynting Vector, Electromagnetic Spectrum, Radiometry, Photometry, Radiation Pressure, Microscopic Picture, Driven Electron Motion, Polarization Field, Polarization Response, Maxwell Under Glass, EM Wave Equation in Glass, EM Plane Waves in Glass, Complex Dispersion Relation, Optical Absorption Demo, Optical Dispersion Demo, Polarization Relative to a Surface, Reflected and Transmitted Frequencies, Reflected and Transmitted Directions, Laws of Reflection and Refraction (DEMO), Maxwellian Boundary Conditions, Relationships from Boundary Conditions, Fresnel Equations, Reflections at High and Low Angles, Polarized Reflections (Brewster's Angle), Internal Reflection and the Critical Angle, Total Internal Reflection, Optical Fiber Demo, The Naked Ken Demo, SPT - The Beach Ball
The Electric Field Vector, The Jones Vector, Polarization and Amplitude Normalization, Circular Polarization, Circular Jones Vector, Elliptical Polarization, How Materials Affect Polarization, Dichroism, The Polarizer, Linear Polarizer Jones Matrix, Crossed Polarizers, Leaky Polarizers, Birefringence, Phase Retarder Matrix, Making Circular Polarization, Plastic Wrap, Optical Activity, Circular Birefringence, Optics of Materials, LCD Displays, Melting Plastic, Rupert's Drops, Calcite, Total Internal Reflection Reminder, Messing with the Reflection Coefficient, The Fresnel Rhomb, Direction and Wavelength, The Blue and Polarized Sky, DEMO: A Sunset in a Fishtank, Dipole Scattering Derivation, Top Ten Comedians That Would Make Good Physics Professors
Top Ten Commencement Name Reading Ideas
Course: Evolución: Teoría sintética
Modules:
Introducción al curso, Bienvenida al módulo herencia y evolución, La herencia mendeliana, Primera ley de Mendel, Segunda ley de Mendel, Tercera ley de Mendel, Redescubrimiento de las leyes de Mendel, Orígenes de la genética, T.H. Morgan y sus colaboradores, Mutación y recombinación genética., El ADN como material hereditario. Los experimentos de Griffith, El ADN como material hereditario. Los experimentos de Avery, MacCLeod y McCarty, El ADN como material hereditario. El modelo de Watson y Crick
Introducción al módulo, Genética de poblaciones: Aportes de Ronald Aylmer Fisher. Concepto probabilístico de selección natural, Genética de poblaciones: Aportes de Ronald Aylmer Fisher. Teoría de la evolución como convergencia de inducciones, Genética de Poblaciones. Aportes de Sewall Wright., Genética de poblaciones: Aportes de Sewall Wright. Shifting balance y paisaje adaptativo. Parte 1, Genética de poblaciones: Aportes de Sewall Wright. Shifting balance y paisaje adaptativo. Parte 2, Aportes de John Haldane a la síntesis moderna de la evolución, Contribuciones de Haldane a partir de su obra magna: Las causas de la evolución, Principales diferencias y similitudes entre estos autores. Parte 1., Principales diferencias y similitudes entre estos autores. Parte 2.
Introducción al módulo, Aportes del genetista Theodosius Dobzhansky. Genética y el origen de las especies., Aportes del genetista Theodosius Dobzhansky. La evolución como cambio en la composición genética de las poblaciones., Aportes del genetista Theodosius Dobzhansky. Selección equilibradora., Aportes del genetista Theodosius Dobzhansky. Evolución biológica y cultural., Aportes de Ernst Mayr. Ornitología, sistemática y evolución., Aportes de Ernst Mayr. El estudio de la variación y el pensamiento poblacional., Aportes de Ernst Mayr. La formación de nuevas especies., Aportes de Ernst Mayr. Historía y filosofía de la biología., Aportes de Simpson. Paleontología y genética., Aportes de Simpson. Tiempo y modo de evolución., Aportes de Stebbins. Genética y biología evolutiva de las plantas., Aportes de Stebbins. Un marco conceptual para comprender la evolución de las plantas
Bienvenida a la última semana., Antecedentes., El congreso de Princeton. Parte 1., El congreso de Princeton. Parte 2., Acuerdos principales de la Síntesis, Cierre del curso
Course: Google Drive 日本語版
Modules:
コースの概要, アジェンダ
Google ドライブの概要, アクティビティ 1 の説明
Google ドライブでの共有, アクティビティ 2 の説明
マイドライブ, アクティビティ 3 の説明, ドライブのファイルとフォルダを操作する, マイドライブのチュートリアル, [オプション] メニュー, アクティビティ 4 の説明, その他のマイドライブ機能
共有ドライブ, 共有ドライブにメンバーを追加する, アクティビティ 5 の説明, その他の共有ドライブ機能
テンプレート, アクティビティ 6 の説明, テンプレートを作成して使用する
Google ドライブのツールとオプション, Google Workspace のアドオン
ビジネス上の課題の概要, まとめ
Course: Introduction to Embedded Machine Learning
Modules:
Welcome to the Course, Instructor Introductions, What is Machine Learning?, Limitations and Ethics of Machine Learning, Machine Learning on Embedded Devices, Machine Learning Specific Hardware, Machine Learning Software Frameworks, Getting Started with Edge Impulse, Data Collection, Feature Extraction from Motion Data, Feature Selection in Edge Impulse, Machine Learning Pipeline, Review of Module 1
Introduction to Neural Networks, Model Training in Edge Impulse, How to Evaluate a Model, Underfitting and Overfitting, How to Use a Model for Inference, Testing Inference with a Smartphone, How to Deploy a Trained Model to Arduino, Anomaly Detection, Industrial Embedded Machine Learning Demo, Module Review
Introduction to Audio Classification, Audio Data Capture, Audio Feature Extraction, Introduction to Convolutional Neural Networks, Modifying the Neural Network, Deploy Keyword Spotting System, Implementation Strategies, Sensor Fusion, Conclusion
Course: Generative AI for Executives and Business Leaders
Modules:
Course Preview, The Rise of Generative AI and What It Means for Business, Become a Value Creator with Generative AI, Why Foundation Models are a Paradigm Shift for AI, Trust, Transparency, and Governance in the Age of Generative AI, Putting AI to Work for Customer Service, Putting AI to Work for Application Modernization