dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Fundamentals of Diversity
Modules:
Welcome to the Journey of Diversity, The Three Diversities that Shape Our Identity, Self-Diagnostic Exercise: How I Move Across My Different Identities, Demographic Diversities: The First Step in the Diversity Journey, Demopgraphic Diversities: Societal Norms and Expectations, The Struggle of Minority Groups for Equal Representation, Challenges of Managing Demographic Diversities: Conversation with Brendan Anglin, Experiential Diversity: How Do We Choose Our Life Preferences?, Cognitive Diversity, Diversity in Organizations: What is the Value?, Diversity at the Heart of the Sustainability Strategy of Any Organization: A Word from Isabela Alcazar, Challenges of Managing Diversity in Organizations, Interview with Rohini Anand, Conclusions to the Module
Introduction to the Module: Understanding Gender, Where Are We Coming From? Gender Roles and Expectations for Women and Men, Where Are We Coming From? Gender Roles and Expectations for Women and Men - Part II, Women and Men: The Road to Equality 1: Are Women Equally Represented?, Women and Men: The Road to Equality 2: Why Aren't Women Equally Represented?, Exercise 1: The Gender Tension Gap, Are Women Feminine and Men Masculine? Gender Attributes and Expressions, Gender is More Than Women and Men: Non-Binary Identities, Who Do I Have to Love?, Interview with Borja Sainz de Aja, Conclusions to the Module: Understanding Gender in Organizations
Introduction to the Module, So, What Are We Talking About? Definitions, Mental Maps and Socialization, Where Does Intercultural Communication Come From?, The Advantages of Cultural Diversity for the Firm, Perception and Culture, Cultural Intelligence, How We Can Make It Work Part 1:  Language and Culture, How We Can Make It Work Part 2: Thinking, How We Can Make It Work Part 3:  Conflict and Trust, Conclusions to the Module
Introduction to the Module, Diversity and Age: The Cycle of Life, Aging: A Problem or a Business Opportunity?, Challenges to Integrate Four Generations in the Organization, Interview with Concepción Galdón: Intergenerational Cooperation, The Alpha Generation: Our Future Hope, What Do We Mean by Disabilities?, The Challenges of People with Disabilities: A Long Road to Integration, Disabilities Can Help Provide New Solutions to Human Problems, Interview with Monserrat Homs: Best Practices from Organizations on Including People with Different Abilities, Conclusions to the Module, Conclusions to the Course
Course: Vowels of American English Pronunciation
Modules:
Meet Your Teachers
Introduction to Week 1, Vowels Pretest Review, Vowel Overview, Vowel Overview Practice Activity, Rounded and Unrounded Vowels, Rounded and Unrounded Vowels Practice Activity, Pronunciation Tips, Shadowing a Conversation
Introduction to Week 2, Front Vowels, Front Vowels Practice Activity, Tense and Lax Vowels, Tense and Lax Vowels Practice Activity, Confusing Vowel Pairs 1, Confusing Vowel Pairs 1 Practice Activity, Pronunciation Tips, Shadowing a Conversation
Introduction to Week 3, Central Vowels, Back Vowels, Central and Back Vowels Practice Activity, Diphthongs, Diphthongs Practice Activity, Confusing Vowel Pairs 2, Confusing Vowel Pairs 2 Practice Activity, Pronunciation Tips, Shadowing a Conversation
Introduction to Week 4, Unstressed Vowels, Unstressed Vowels Practice Activity, R-Controlled, R-Controlled Practice Activity, Vowel Spelling Challenges, Vowel Spelling Challenges Practice Activity, Pronunciation Tips, Shadowing a Conversation
Course: Geographical Information Systems - Part 1
Modules:
Trailer, Territorial Modeling, Coordinates and projection systems, Introduction to QGIS, Spatial Relationships and Topology, Vectors and Rasters
Metadata, Acquisition of Primary Data, Case Study - GIS and Participatory Planning, Georeferencing Imagery, Digitizing Vector Objects
Automatic Vectorization, Geodata Sources, Case Study - Senegal-Mauritania Biodiversity Project
Storing Geographic Information, Relational Databases, Data Modeling, Creating a Test Database, Case Study - Urban Development and Management in Touba
SQL Language and Queries, Conditional Queries, Aggregation and Sorting Queries, Compound and Nested SQL Queries, DDL, DML, and Views
Geometrical Spatial Queries, Topological Spatial Queries, NoSQL Databases, Case Study - Brushfires in the Sahel
Course: 计算导论与C语言基础
Modules:
专项课程介绍, 欢迎加入《计算导论与C语言基础》
从数学危机到图灵机, 图灵机的基本构成, 图灵机的运行机理, 数的二进制表示, 二进制数的布尔运算
历史上的计算设备, 从电子管到云计算, 摩尔定律下的计算危机, 量子计算机的基本原理, 量子计算新成果简介+鼓励
问题的提出, 冯诺依曼式计算机, 存储器的种类与特点, 存储器的原理与类型, CPU指令的执行, 程序的执行
说在前面的话, 程序是你告诉计算机的话, 如果你的大脑是台计算机, 如果你来设计一门编程语言, 快步走进C程序之一, 快步走进C程序之二, 快步走进C程序之三, 什么样的程序是好程序, 下载、安装和使用IDE, 使用IDE进行调试
没有解决方案就没有程序, 先有构想再写程序, 先有构想再写程序-示例, 体验结构化的程序-示例
明确学习进度, C语言的由来, C语言的标准, C语言的构成
再谈学习进度与安排, 变量定义的含义, 整数型的类别, 整数型的存储, 整数的输入输出, 最大与最小整数, 浮点型, 字符型, 布尔型, 常数, 变量命名
说在前面的话, 赋值运算, 赋值运算的说明, 算术运算, 自增自减运算, 关系运算, 逻辑运算与混合运算, 逗号，条件，强转, 位运算
再谈分支语句, 再谈循环语句, Goto之争
再谈一维数组, 二维数组, 三维数组, 数组的作用之一, 数组的作用之二
字符数组与字符串, 输入缓冲区, 一个字符的输入, 一串字符的输入, 字符串应用例题
祝贺大家顺利学完了《计算导论与C程序设计》
Course: Database Clients
Modules:
Introduction to the course: Database clients, Database engineering at Meta, MySQL/Python connection, Installation and setup, Connecting to a MySQL database using a Python client, Creating a database and tables in a MySQL database using Python, Cursors and MySQL, Cursor subclasses, Module summary: Interacting with MySQL using Python
Creating and reading data in a MySQL database using Python, Updating and deleting records in a MySQL database using python, Filtering and sorting data in MySQL using Python, Joining data from different tables in MySQL database using python, Module summary: Performing advanced queries on a MySQL database using Python
A quick review of MySQL Functions, Accessing MySQL functions using Python, Working with datetime functions in Python, A quick review of stored procedures, Accessing stored procedures using Python, Database connection pooling, Python / MySQL connection pool, Module summary: Advanced Database Clients
Course Recap: Database Clients, Course wrap up
Course: 東坡詞 (Ci Poetry of Su Dong Po)
Modules:
課程簡介
1-1 文體的意義─情感與形式, 1-2 詞的美感特質, 1-3 東坡緣於怎樣的心理填詞, 1-4 東坡「以詩為詞」的意義
2-1 由寫景酬唱到遣情入詞, 2-2 東坡的言情方式及因人而異的筆調, 2-3 東坡杭州寫景紀游詞的特色, 2-4 送別思鄉詞中抒情自我的顯現─東坡「淚」
3-1 東坡的老病之嘆, 3-2  由杭赴密詞─「抒情」、「言志」的兩種表現方式, 3-3  豪婉風格的確立─兩首〈江城子〉, 3-4 清曠詞風的形成─細讀〈水調歌頭〉
4-1 時空感嘆與詞境衍變, 4-2 「古今如夢，何曾夢覺」─〈永遇樂〉的感嘆, 4-3 「烏臺詩案」的意義及黃州時期的如夢之感, 4-4 「又不道流年，暗中偷換」─〈洞仙歌〉的時空意識
5-1 東坡謫黃時期的寫作背景和心境, 5-2 多情的困惑─念奴嬌的情辭表現及其內在糾葛, 5-3 情理思辨與言行體悟─前後赤壁賦的境界, 5-4 東坡赤壁文學的意境─「曠」：由窄處往寬處看
6-1 由東坡的〈蝶戀花〉談起, 6-2  從風雨中走來─由〈南歌子〉到〈寒食詩〉, 6-3 也無風雨也無晴─〈定風波〉, 6-4 此心安處是吾鄉─由〈鷓鴣天〉到〈定風波〉
7-1 託物以寓意─談〈卜算子〉, 7-2 花事與人情─談〈雨中花慢〉, 7-3 似花還似非花─〈水龍吟〉的語境與心境, 7-4 伴君幽獨─〈賀新郎〉與〈西江月〉的女性書寫
8-1 「忘」而「游」─〈臨江仙〉之覺悟, 8-2 「我亦是行人」─時空限制中的自由, 8-3 「歸去來兮」─人間情誼的安心處, 8-4 情理之間─入乎其內、出乎其外
Course: Marco web Django
Modules:
Introducción a Django Web Framework, ¿Qué es Django?, ¿Cómo se utiliza Django en el mundo real?, Resumen de proyectos y aplicaciones, Crear su primer proyecto, Comandos Django-admin y manage.py, Crear una aplicación, ¿Qué es un marco de trabajo web?, Ejemplo de MTV, Resumen del módulo: Introduccción a Django
Vistas, Crear vistas y mapear URL, Crear vistas y lógica de vista, Solicitudes HTTP, Crear solicitudes y respuestas, Comprender las URL, Asignar URL con parámetros, Expresiones regulares en URL, Tratamiento de errores, Demo: Manejar errores en las vistas, Vistas basadas en clases, Resumen del módulo: Vistas
Modelos, Creación de modelos, Migraciones, Trabajar con migraciones, Una historia de cambios, Modelos que utilizan claves foráneas, Utilizar ORM, Forms, Trabajar con campos de formulario y tipos de datos de Django, Creación de formularios, Formulario modelo, Django Admin, Agregar grupos y usuarios, Permisos, Usuarios y permisos, Opciones de base de datos, Configurar una conexión MySQL, Resumen del módulo: Modelos
Plantillas, Crear plantillas, Trabajar con lenguaje de plantillas, Plantillas dinámicas de Django, Asignar objetos de modelo a una plantilla, Herencia de plantillas, Trabajar con herencia de plantillas, Aplicaciones Django de depuración, Pruebas en Django, Resumen del módulo: Plantillas
Resumen del curso para el marco de trabajo web Django, Solución parte 1 - Crear las páginas del Menú, Solución parte 2 - Crear los items del Menú, Solución parte 3 - Cómo crear un pie de página, ¡Felicitaciones!
Course: How to Develop an Account Strategy
Modules:
Introduction to the Course
Introduction to Account Strategy: What It Is and Why It Matters, Understanding Your Customers: Needs Analysis, Pain Points, and Segmentation, Analyzing the Competitive Landscape - Tools, Techniques, and Insights
Setting Strategic Account Goals, Strategic Approaches for Mutual Growth, Growing and Building Relationships That Last
Course: FinTech and the Transformation in Financial Services
Modules:
Introduction
Introduction, The domains of FinTech, Fintech investments, Fintech Technologies, Regulatory Changes
Introduction, History of money, Money, Payment instruments, Contemporary Payment Methods
Introduction, Payment process, Bank payment systems, Interbank processing, Correspondent banking
Introduction, P2P Lending, Crowdfunding
Course: Seguridad en la red
Modules:
Introducción al curso, Introducción al Módulo 1, Conceptos básicos de Arquitectura de Ciberseguridad en la red de comunicaciones, VideoTutorial: Video demostrativo de la configuración de IPSec, Seguridad en la nube
Introducción al módulo 2, Principios de la Defensa de la Red, Mecanismos de seguridad en el nivel perimetral y en el nivel de la red
Introducción al módulo 3
Introducción al módulo 4, VideoTutorial: cómo realizar una imagen forense con software, VideoTutorial: cómo realizar una extracción desde un celular, VideoTutorial: Análisis Forense, Cierre del curso
Course: Cloud Computing Essentials with Azure Management
Modules:
Course introduction: Cloud Computing Essentials, Welcome to Generative AI for everyone, Understanding the Capabilities of Generative AI for Business Functions, Generative AI - Under the hood, The potential pitfalls and shortcomings of GEN AI, Introduction to Cloud Computing: Basics and Concepts, Cloud Computing in Action: Use Cases and Examples, Infrastructure benefits of cloud computing, Security and Compliance, Exploring Cloud Service Models: IaaS, PaaS, and SaaS, Cloud Deployment Models, Module Summary: Introduction to Cloud Computing
Overview of Azure Services, Azure Service Categories, Introduction to High Availability in Azure, Azure Availability Zones, Azure Service Bus, Azure Logic Apps - Orchestrating Workflows in the Cloud, Module Summary: Exploring Core Azure Services
Introduction to Azure Resource Manager, Azure Resource Manager Template use cases, Introduction to Azure Policy, Implementing Azure Policies at Scale, Introduction to Azure Monitor, Advanced Monitoring components with Azure Monitor, Module Summary: Azure Management and Governance
Course recap: Cloud Computing Essentials with Azure Management, Congratulations
Course: Deploying the circular economy within organisations
Modules:
Global Introduction of the MOOC, Introduction & learning objectives, Why move from a linear economy to a circular economy?, Understanding life's principles, Moving from Silo thinking to Systems thinking, Knowing the different concepts of circular economy, The main schematic representations of circular economy, Business case: L'Oréal, Business case: Bouygues, Business case: EssilorLuxottica, Business talk: Ares, Business talk: Circle Sportswear, Taking a step back
Introduction & learning objectives, Understand systemic value creation, Know the drivers and barriers to the circular economy, The circular economy value creation loops, The main mechanisms of circular value creation, Business case: L'Oréal, Business case: Bouygues, Business case: EssilorLuxottica, Business talk: Murfy, Business talk: Circouleur, Taking a step back
Introduction & learning objectives, Activating the circular economy is a business system design exercise, Incremental innovation versus disruptive innovation: advantages and differences, The 4 spheres of the circular economy: the smart innovation matrix, Business case: L'Oréal, Business case: Bouygues/Colas, Business case: EssilorLuxottica, Business talk: Manutan, Business talk: Fairmat, Business talk: Alpes Consignes, Taking a step back
Introduction & learning objectives, The consumer's role, Our individual influence to collectively transform society, Regulation in the boom of the circular economy, Business case: L'Oréal, Business case: Bouygues, Business case: EssilorLuxottica, Business talk:  INEC, Business talk:  EC 2027, Taking a step back
Course: Selecting the Right LLM with Hugging Face
Modules:
Introduction to the Course & Meet Your Instructor, Introduction to Hugging Face, Navigating through Hugging Face Hub, Model Characteristics, Model Families, Evaluating Models Based on Metrics, Evaluating Models Based on Deployment characteristics, Case-Study Intro, Dataset and Metrics, Testing and Evaluation, Congratulations and Continuous Learning Journey
Course: Security Best Practices in Google Cloud
Modules:
Welcome and Getting Started Guide!, How to Send Feedback
Module Overview, Service accounts, IAM roles, and API scopes, Lab Intro: Configuring, Using, and Auditing VM Service Accounts and Scopes, Getting Started with Google Cloud and Qwiklabs, Connecting to virtual machines, Connecting to VMs without external IPs, OS Login, Organization policy controls, Shielded VMs, Confidential VMs, Certificate Authority Service, What Certificate Authority Service provides, Compute Engine best practices, Module review
Module Overview, Cloud Storage IAM permissions and ACLs, Auditing cloud data, Signed URLs and policy documents, Encrypting with CMEK and CSEK, Lab Intro:  Using Customer-Supplied Encryption Keys with Cloud Storage, Lab Intro: Using Customer-Managed Encryption Keys with Cloud Storage and Cloud KMS, Cloud HSM, Demo: Using and Verifying Keys in Cloud HSM, BigQuery IAM Roles and Authorized Views, Lab Intro: Creating a BigQuery Authorized View, Storage best practices, Module Review
Module Overview, Types of application security vulnerabilities, Web Security Scanner, Lab Intro: Identify Application Vulnerabilities with Security Command Center, Threat: Identity and Oauth phishing, Identity-Aware Proxy (IAP), Lab Intro: Securing Compute Engine Applications with BeyondCorp Enterprise, Secret Manager, Lab Intro: Configuring and Using Credentials with Secret Manager, Module review
Module Overview, Introduction to Kubernetes/GKE, Authentication and authorization, Hardening your Clusters, Securing Your Workloads, Monitoring and logging, Module review
Course: Introduction to Biology: Ecology
Modules:
Welcome to Ecology, Meet Your Professor
Humboldt's Climb, The Science of Ecology
Linnaeus' Quest, Abiotic Factors, Geographic Distribution Modeling, Barnacles, The Ecological Niche Concept, What Happens When Niches Overlap?, Ecological Specialization
Island Biogeography, Classic Experiment: Mangrove Islands, Applying Island Biogeography to All Types of Islands
Classic Experiment: Sea Stars, The Wolves of Yellowstone, How Prey Avoid Predators, When Species Cooperate: Ants and Acacias, Why Species Sometimes Cooperate?-Part II, Commensalism
Conducting a Population Census, Changes in Population Size, Factors that Limit Population Growth, Human Population Growth
How Humans Impact the Natural World - Habitat Loss, Classic Experiment: Amazon Forest Fragmentation, Invasive Species, Climate Change and the Carbon Cycle, How Climate Change Affects Nature
The Sixth Mass Extinction?, What Happens to Ecosystems When Species Disappear?, Pollination and Our Food Supply, How Biodiversity Loss Affects People: Wetlands, How Biodiversity Loss Affects People: Disease, Biophilia and Cultural Considerations for Biodiversity Loss
Ecology Course Conclusion
Course: Business Intelligence with Databricks
Modules:
Course Introduction, Introduction to Business Intelligence (BI), Grasping the Databricks Platform, Exploring Databricks Features and Benefits, Introduction to Azure Databricks, Creating a Databricks account on Azure, Navigating Databricks workspace, Loading and Managing Data in Databricks, Exploring Data in Databricks Environment, Types of Visualization in Azure Databricks, Data Preparation Techniques Using Databricks, Monitoring Data and AI Assets in Databricks, Sharing Data Using Delta Sharing in Databricks, Getting started with Delta Lake, Creating and working with queries, Creating and working with queries - Demonstration, Visualizing query results, Creating and publishing dashboards, Creating and publishing dashboards -  Demonstration, Course Summary
Course: Introduction to Machine Learning with Python
Modules:
Introduction to the Course
Overview of Machine Learning, Introduction to Supervised Learning, Introduction to Unsupervised Learning, How to Load and Process Data Sets, What is a Perceptron, What is Linear Regression?
What is K-Nearest Neighbors, What are Support Vector Machines?, What is Regression Analysis?, What is Cluster Analysis? (K-Means and DBSCAN)
Overview of Deep Learning, Overview of Image Processing, Overview of GANs, Course Review
Course: Introducción a la guitarra
Modules:
Eligiendo guitarra acústica o eléctrica, Eligiendo la guitarra adecuada: Diestros vs zurdos, Accesorios esenciales para una guitarra acústica, Accesorios esenciales para una guitarra eléctrica
Partes de la guitarra (Eléctrica y Acústica), Diagramas de bloques de acordes y mapas de trastes, Acordes en A menor y E mayor
Nombre y número de cuerdas, Afinando tu guitarra con un afinador, Afinando tu guitarra por ajuste, Afinando tu guitarra con armónicos, Técnica de punteo, Punteo con dedos, Rasgueando la guitarra
Doce trastes y doce medios pasos, Notas en el diapasón, Bases del ritmo, Notación musical y tablatura
Tocando en posiciones, La escala cromática en una sola cuerda, La escala cromática en primera posición, La escala cromática en otras posiciones, Escalas en modo mayor, Más sobre escalas mayores
Acordes de triada mayor, Acordes de triada menor, Acordes con cejilla, Power Chords, Leer tablas de acordes, Tarea 5: Video de muestra
¿Qué es la escala pentatónica?, Solear con la escala pentatónica, Efectos esenciales de guitarra eléctrica y amplificación, Canción pentatónica: Blues de guitarra azul, JP Lullaby, Resumen
Course: Introduction to Large Language Models
Modules:
Introduction to Large Language Models
Course: Create Image Captioning Models - Bahasa Indonesia
Modules:
Membuat model keterangan gambar Anda sendiri: Ringkasan, Membuat model keterangan gambar Anda sendiri: Panduan Lab
Course: Cloud Virtualization, Containers and APIs
Modules:
Instructor Introduction, Course Introduction, Course Prerequisites, Lab Onboarding, Course 2 Project Overview
Introduction to Virtual Machines, Containers vs. Virtual Machines, How Do Spot Instances Work?, Launch an AWS Spot Instance, Create a GCP Virtual Machine from Terminal, Create Compute Cluster in Azure ML Studio, AWS Cloud Shell, Google Cloud Shell, Introduction to Containers, Using Containers, What is Docker?, Run a Container from Docker Hub, Build a Docker Container Project from Scratch, Push to Project to AWS ECR Registry, What is Distroless?, Rust Distroless PyTorch Walkthrough, Rust Distroless PyTorch Running Demo, Introduction to Kubernetes, Overview of Kubernetes, Kubernetes Key Concepts, Kubernetes Pods and Nodes, Kubernetes Cluster, Deploy App to Kubernetes on GKE, Kubernetes Demo, Options Container Orchestration, Minikube FastAPI Demo
Introduction to Microservices, What is a Microservice?, Running Microservices, Introduction to Flask, What is Flask?, Flask Change Microservice, Flask Azure Microservice, Introduction to Serverless Microservices, Serverless Functions Overview, Build Marco Polo AWS Lambda, Build Marco Polo Step Function, Build AWS S3 Bucket Trigger, CLI Trigger of Lambda, Google Cloud Function Change, Using AWS Lambda Console, Using Step Functions, Invoking Step Functions CLI, Building Rust AWS Lambda Add Function, Building Rust AWS Lambda Divide by Two Function, Invoking AWS Step Functions from CLI, Rust AWS Step Functions, Demo App Engine Rust Deploy
Introduction to Monitoring and Alerts, Effective Monitoring and Alerts, Monitoring, Triggers and Alerts with AWS Cloudwatch, Building an Alert from Scratch, Monitoring and Logging with Google App Engine Rust Microservice, Introduction to Load Testing, Effective Load Testing, Flask Locust Load Test, Locust Load Test in GitHub Codespaces, Prometheus Monitoring, Introduction to Kaizen, Effective Continuous Improvement, What are the 'Five Whys'?
Course: 데이터 과학자의 도구 상자
Modules:
왜 자동화 동영상인가?, 데이터 과학이란 무엇인가?, 데이터란 무엇인가?, 도움말 얻기, 데이터 과학 프로세스
R 설치, R Studio 설치, RStudio 투어, R 패키지, R의 프로젝트
버전 관리, GitHub 및 Git, Github와 RStudio 연결하기, 버전 관리 중인 프로젝트
R  마크다운, 데이터 과학 질문 유형, 실험 설계, 빅 데이터
Course: Positive Psychology Specialization Project: Design Your Life for Well-being
Modules:
1.1 Course Overview, 1.2 Module 1 Overview, 1.3 Assignment: Taking the VIA or reviewing your results, 1.4 Interview: Paul Rozin on Character Strengths, 1.5 James Pawelski's Review of Via Character Strengths, 1.6 Signature Strengths, 1.7 Disappointment in your Signature Strength, 1.8 Does the strength seem to fit you?, 1.9 How can you tell if the strength is authentically you?
2.1 Module 2 Overview, 2.2 Peterson’s Theory, 2.3 Assessment of Peterson’s 24 Absence and Opposite of Strengths, 2.5 Contrasting Strengths Versus DSM, 2.6 Using Character Strength in a Challenge
3.1 Module 3 Overview, 3.2 Interview: Picking what works best for you from strengths banquet, 3.3 Deliberate Practice, 3.4 Laying the Foundation: Defining Measurement and Testing Happiness and Flourishing, 3.5 What is a Positive Intervention?
4.1 Module 4 Overview, 4.2 Trying the Positive Intervention, 4.3 Aristotelian Balance, 4.4 Interview: Using Strengths, 4.5 Using Signature Strengths Instead of Weakness, 4.6 Using Signature Strengths over time to Increase Happiness, 4.7 Assignment: Retaking the PERMA and the PANAS assessment, 4.8 Closing Thoughts
Course: Making Sense of the News: News Literacy Lessons for Digital Citizens
Modules:
Why news literacy matters, Power of information, Shoot the messenger: Why journalists become targets, Communication models and media, News cycles in the age of social media
What makes journalism different, Information Neighborhoods, Blurred lines, Universal news drivers, Editorial judgment
Truth, Evidence, Why verification fails, What is media bias?, Cognitive dissonance, confirmation bias, Opinion journalism and bloviation
How do we find fairness?, The importance of sources, Evaluating sources: IM VAIN, Evaluating anonymous sources
News Deconstruction Steps, Debunking the viral news, News best covered by print, Stories that benefit from images, audio and video, Power of new media
Numbers in context: Opinion polls and surveys, Numbers in context: Health science, News angles
Course: "Making" Progress Teach-Out
Modules:
Welcome to the "Making" Progress Teach-Out, Learning About Public Memory: Interview with Gabrielle Dudley, Kirkwood & Edgewood: Interview with Barbara Coble, Stone Mountain: Interview with Michael Bradley, Plaza Fiesta: Interview with Julio Peñaranda & Vialla Hartfield-Méndez
Thank You For Joining, Understanding Conflict, Pablo Answers Your Questions
Course: An Introduction to Interactive Programming in Python (Part 2)
Modules:
Introduction, Mouse input, List Methods, List Examples, Iteration, Dictionaries, Images, Visualizing Iteration, Programming Tips - 5, Mini-project Video
Object-oriented Programming - 1, Object-oriented Programming - 2, Working with Objects, Classes for Blackjack, Tiled Images, Visualizing Objects, Programming Tips - 6, Mini-project Video
Acceleration and Friction, Spaceship Class, Sound, Sprite Class, Programming Tips - 7, Mini-project Video
Sets, Collisions for Sprites, Sprite Animation, Programming Tips - 8, Mini-project Video, Beyond CodeSkulptor, Class Wrap-up
Course: Create and Lead an Ethical Data-Driven Organization
Modules:
Create and Lead an Ethical Data-Driven Organization Course Introduction, CEET Specialization Introduction, Course Welcome & Success Tips, The Importance of Having Ethics at the Core of Your Company Culture, Ethical Organizational Culture, Leadership Championing, Creating an Ethics Board, Organizational Resourcing, Change Management, Employee Voice, Ethics Training, Culture-Building Workshops, Incentive Structures
The Challenges in Ethical Governance of Data-Driven Technologies, Corporate Governance, Ethical Risk Reviews, Shared Principles from Common Ethical Frameworks, Fair Competition, Open Data, Intellectual Property, Legal and Regulatory Requirements, Human Rights, Animal Welfare, Environmental Concerns, Economic and Labor Impacts
The Importance of a Code of Ethics, Code of Ethics, Internal and External Stakeholders, Potential Areas of Concern for Ethical Practices, Potential Impediments to Changes in Ethical Practices, Draft a Code of Ethics, Pilot Program, Update and Ratify the Code of Ethics, Code of Ethics Deployment
The Importance of Ethical Organizational Policies, Policies and Procedures, Identify Need and Policy Owners, Gather Information and Draft the Policy, Consult Stakeholders, Approve and Publish the Policy, Establish Procedures to Support the Policy, Implement the Policy, Monitor and Refresh the Policy, Surveys and Focus Groups, Sentiment Analysis of Public Discussion, Health Checks of Code of Ethics, Policies, and Procedures, Tracking Number and Severity of Ethical Violations, Peer Benchmarking
Corporate Code of Ethics Proposal, Ethical Culture Program
Course: Reliable Cloud Infrastructure: Design and Process - 简体中文
Modules:
课程简介, 活动简介：定义您的案例, 活动回顾：定义您的案例
单元概览, 要求、分析和设计, 活动简介：分析您的案例, 活动回顾：分析您的案例, KPI 和 SLI, SLO 和 SLA, 活动简介：定义 SLI 和 SLO, 活动回顾：定义 SLI 和 SLO, 单元回顾
单元概览, 微服务, 微服务最佳实践, 活动简介：为您的应用设计微服务, 活动回顾：为您的应用设计微服务, REST, HTTP, API, 活动简介：设计 REST API, 活动回顾：设计 REST API, 单元回顾
单元概览, 持续集成流水线, 基础设施即代码, 实验简介：构建 DevOps 流水线, Coursera：Google Cloud Platform 和 Qwiklabs 使用入门, 实验回顾：构建 DevOps 流水线, 单元回顾
单元概览, 关键存储特征, 活动简介：定义存储特征, 活动回顾：定义存储特征, 选择 Google Cloud 存储和数据解决方案, 活动简介：选择 Google Cloud 存储和数据服务, 活动回顾：选择 Google Cloud 存储和数据服务, 单元回顾
单元概览, 设计 Google Cloud 网络, 设计 Google Cloud 负载均衡器, 活动简介：定义网络特征, 活动回顾：定义网络特征, 连接网络, 活动简介：绘制网络图, 活动回顾：绘制网络图, 单元回顾
单元概览, Google Cloud 基础设施即服务, Google Cloud 部署平台, 实验简介：将应用部署到 Google Cloud, 实验回顾：将应用部署到 Google Cloud, 单元回顾
单元概览, 关键性能指标, 在设计时将可靠性纳入考量, 活动简介：设计可靠且可伸缩的应用, 活动回顾：设计可靠且可伸缩的应用, 制定灾难恢复计划, 活动简介：制定灾难恢复计划, 活动回顾：制定灾难恢复计划, 单元回顾
单元概览, 安全概念, 保障用户安全, 保障机器访问的安全, 网络安全, 加密, 活动简介：构建安全的 Google Cloud 服务模型, 活动回顾：构建安全的 Google Cloud 服务模型, 单元回顾
单元概览, 管理版本, 费用规划, 监控信息中心, 活动简介：费用估算和规划, 活动回顾：费用估算和规划, 实验简介：在 Google Cloud 中监控应用, 实验回顾：在 Google Cloud 中监控应用, 单元回顾, 课程回顾
课程资源
Course: Write Smarter with Overleaf and LaTeX
Modules:
Course Introduction, LaTeX Summary, Overleaf Summary
Writing with Overleaf Summary, Elements Summary
Troubleshooting Summary, Collaborating Summary, Connecting to GitHub summary
Course: Financial Regulation in Emerging Markets and the Rise of Fintech Companies
Modules:
Introduction to the course, Introduction to Week 1 - Financial Crises, Asian Financial Crisis - The Contributing Factors, Asian Financial Crisis - The Outcome, Global Financial Crisis - The American Dream, Global Financial Crisis -  Securitization of  Mortgages, Global Financial Crisis -  The Crises Erupts, Global financial crisis - The Crisis Continues, Bank Balance Sheets, Mechanisms of Mortgage Securitization, Mechanisms Behind Contagion Channels, Basel III - Liquidity Regulation and Leverage Ratios
Introduction to Week 2, Great Depression: Stock Market Crash, Great Depression: Banking Crisis, New Deal: Emergency Measures, New Deal: Commercial Bank Structures, New Deal: Federal Reserve System, Regulation Q and Shadow Banking, Two Main Modes of the Financial System, Capital Regulation, Risk-weighted Assets, The Bretton Woods Agreement, The Bretton Woods Design Flaw
Introduction to Week 3, How Regulation in Emerging Markets Differ, Fintech regulation in the US - Responsible innovation, Initial Coin Offerings (ICOs), Initial Coin Offering Regulation, Smart Contracts and Law, Fintech Regulation in China: Market for Cryptocurrencies, Fintech Regulation in China: ICOs and P2P Lending, Fintech in China: Interview with Michael Wong, Fintech Regulation in Brazil, Fintech Regulation in South Africa, Fintech in South Africa: Interview with Arif Ismail
Introduction to Week 4, Peer-to-Peer Lending, Peer-to-Peer Models, Remittances, Zoona: Expanding Financial Services in Africa, Payment Services - Yoco, Blockchain and Banks - Naomi Snyman, Blockchain and Banks - Stuart van der Veen and Aatish Ramkaran, ICOs, Blockchain and Banks - Farzam Ehsani, Fintech for Financial Freedom - StokFella, Fintech for Impact - The SunExchange, Impact Investing - Aunnie Patton Power, Course conclusion
Course: AJAX for Web Developers
Modules:
Course Introduction, Introduction - What is AJAX?, AJAX Examples, Anatomy of HTTP Requests and HTTP responses
Javascript promises recap: asynchronous requests that don't freeze the browser, AJAX requests using Javascript's Fetch API and traditional promises, Encoding and decoding JSON data, Updating elements on the page based on returned JSON
AJAX requests using Javascript's Async and Await, Robust AJAX requests using the Axios module, Error handling in AJAX, Security best practices
Course: Explore Management Concepts through Metaphor and Music
Modules:
Welcome and introduction, Lecture 1 – Management and organisational metaphors
Lecture 2 – Management, metaphor, music and the lived experience of work
Lecture 3 – Introduction to the role of music in management, Summary and conclusion
Course: Gestión de Proyectos
Modules:
Importancia de los recursos en la administración de un proyecto, Importancia de las comunicaciones en los proyectos
5 pasos en la gestión de riesgos, Factores clave en las estrategias de respuesta a riesgos
Aspectos relevantes en la Gestión de costos, Aspectos relevantes en la Gestión de calidad
Importancia de gestión en los cambios de un proyecto, Importancia de la gestión del conocimiento, Entrevista con el experto
Course: Project Execution: Running the Project
Modules:
Introduction to Course 4, The importance of tracking, Common items to track, Different tracking methods, Belinda: tracking and managing a budget, Pranjal: Managing multiple tracks, Why risks and changes occur, Identifying and tracking dependencies, Techniques to help manage risks, Escalating issues, Communicating changes to the team, Wrap-up
Introduction: Quality management and continuous improvement, Key quality management concepts, Fostering customer relationships with communication skills, Measuring customer satisfaction, Ensuring accessibility during feedback collection, Sue: The importance of understanding customer needs, Continuous improvement and process improvement, Data-driven improvement frameworks, Differentiating projects from programs, Jacob: Cultivating a continuous improvement mindset, The purpose of a retrospective, Conducting a retrospective, Gernot: Using retrospectives to get back on track, Wrap-up
Introduction: Data-informed decision-making, The value of data, Common types of project data, Discerning important data, Using data analysis to inform decisions, Presenting data to tell a project's story, Data visualization tools, Effective presentation techniques, Making presentations accessible, Wrap-up
Introduction: Leadership and influencing skills, The necessity of project teamwork, The factors that impact team effectiveness, Leading high-functioning teams, Emilio: Learning to lead, Team development and managing team dynamics, Rowena: Delegating the details, Ethical and inclusive leadership, Steps to effective influencing, Using sources of power to influence, Chris: Influencing others by demonstrating project impact, Wrap-up
Introduction: Effective project communication, Communicating in different ways, Common communication tools, How to organize effective meetings, Common types of project meetings, Wrap-up
Introduction: Closing a project, The importance of project closure, The closing process for clients and stakeholders, The closing process for the team, Sarah: Why I love retrospectives, The closing process for the project manager, Course wrap-up
Course: Leading Positive Change through Appreciative Inquiry
Modules:
Course Introduction, Watch: What is Appreciative Inquiry, Watch: Strength-based and Artful Search, Watch: Why is AI Important Today?, Watch: Unintended Consequences of Deficit Discourse
Watch: AI's Driving Force, Watch: The Unconditional Positive Question, Watch:Getting a Taste of AI, Watch:The Discovery Interview
Watch: The 4D Cycle, Watch: The 4D Process, Watch: Positive Change begins by re-connecting people to their Positive Core, Watch: Naval Appreciative Inquiry Summit, Watch:Watch: Positive Change begins by re-connecting people to their Positive Core Part 2
Watch: Rethinking How and Why Human Systems Change, Watch: Rethinking How and Why Human Systems Change Part 2, Watch: Positive Image > Positive Action, Watch: Positive Image > Positive Action Part 2
Watch: It Starts with Topic Choice, Watch: It Starts with Topic Choice Part 2, Watch: Building Cooperative Capacity through AI, Roadway, Watch: Building Cooperative Capacity through AI Part 2
Watch: One Last Story, Watch: One Last Story Part 2, Watch: Being AI; Not just Doing AI, Watch: Being AI; Not just Doing AI Part 2
Course: Access Controls
Modules:
Welcome to Access Controls, Authentication Mechanisms: Identity, Authentication Mechanisms: Methods, Authentication Mechanisms: Registration of New Users, Authentication Mechanisms: Clearance, Authentication Mechanisms: Proof of Identity, Authentication Mechanisms: Password Reset, Authentication Mechanisms: Mass Lockouts, Authentication Mechanisms: Biometrics, Authentication Mechanisms: Biometric Implementation Issues, Authentication Mechanisms: Biometric Accuracy, Authentication Mechanisms: Biometric Standards Development
Authentication Mechanisms: Uses of Token Information, Authentication Mechanisms: Types of Tokens, Authentication Mechanisms: Multifactor Authentication, Authentication Mechanisms: Multifactor Authentication, Authentication Mechanisms: Access to systems vs. data, Network, Authentication Mechanisms: Access Control Lists/Matrix, Authentication Mechanisms: Single Sign-On Risks, Authentication Mechanisms: Kerberos, Authentication Mechanisms: Kerberos Applications and Process, Authentication Mechanisms: Kerberos Considerations and Tools, Authentication Mechanisms: Types of Authentication
Internetwork Trust Architecture: Comparing Architectures, Internetwork Trust Architecture: Trust Path, Internetwork Trust Architectures: Two-Way Trust, Internetwork Trust Architecture: Transitive Trust
Identity Management Life Cycle: Identity Management, Identity Management Life Cycle: Provisioning, Identity Management Life Cycle: Entitlement Defined
Implement Access Controls: Mandatory Access Control, Implement Access Controls: Discretionary and Non-Discretionary Access Controls, Implement Access Controls: Rule-Set Based and Role-Based Access Control, Implement Access Controls: Role Hierarchies, Implement Access Controls: Restricted Interfaces, Implement Access Controls: key Terms, Implement Access Controls: Security Architecture and Models, Implement Access Controls: BLP and Biba Model Comparison, Implement Access Controls: BLP and Biba Model Comparison
Peer Review: Access Controls Case Study
SSCP Exam Information
Course: Introduction to Religions & Ecology
Modules:
Land Acknowledgement - John Grim and Mary Evelyn Tucker, Course Introduction - John Grim and Mary Evelyn Tucker, Personal Introduction - Mary Evelyn Tucker, Personal Introduction - John Grim
Tu Weiming, “Imagining a New Mindset”, Lecture - Religion and Spirituality - Mary Evelyn Tucker, Lecture - What is Religion? - Mary Evelyn Tucker, Lecture - Problems and Promise of Religion - John Grim
Lecture - Defining Religion - Mary Evelyn Tucker, Lecture - Defining Religious Ecology - Mary Evelyn Tucker, Lecture - Symbolic Structures - John Grim, Lecture - Orienting and Grounding - Mary Evelyn Tucker, Lecture - Nurturing and Transforming - John Grim
Lecture - From Animism to Monotheism and From Purpose to Ambivalence - John Grim, Lecture - From Holism to Rationalism and From Romanticism to Transcendentalism - Mary Evelyn Tucker, Journey of the Universe
Lecture - Emergence of the Field of Ecology - John Grim, Lecture - From Holism to Biometrics - Mary Evelyn Tucker, Lecture - Forms of Ecology - Mary Evelyn Tucker, Lecture - Envisioning Ecology: Perspectives in Ecological Science, Lecture - Envisioning Ecology: From Climax States to Food Chains, Lecture - Envisioning Ecology: Ecosystems and New Ecology, Lecture - Envisioning Ecology: Organic Homeostasis versus Discordant Harmony, Thomas Lovejoy, “Ethics, Values, and Religious Perspectives on Biological Diversity.” Interviewed by Mary Evelyn Tucker
Jane Goodall introduces the Interfaith Rainforest Initiative, (Optional) Learn more about Jane Goodall and her work, Victoria Tauli-Corpuz on the Interfaith Rainforest Initiative, Guest Lecture - Problematizing Ideas of “Purity” and “Timelessness” in the Conservation Narratives of Sacred Groves - Lily Zeng
Lecture - Interreligious Dialogue - Mary Evelyn Tucker, Lecture - The Parliament of the World’s Religions - Mary Evelyn Tucker, Lecture - The Earth Charter - A Discussion with Mary Evelyn Tucker and John Grim
Lecture - Course Conclusion - John Grim and Mary Evelyn Tucker
Course: AWS DynamoDB Fundamentals
Modules:
Introduction - Course Overview, NoSQL Overview, DynamoDB Overview
Tables Introduction, Table CRUD operations - Console, Table CRUD operations - CLI, Table Level Operations, Table Level Operations - Lab, Provisioned Capacity, Provisioned Capacity Demo Part 1, Provisioned Capacity Demo Part 2, On-Demand Capacity, On-Demand Capacity Demo, Partitions, Adaptive Capacity & Burst Capacity, Auto Scaling, Auto Scaling Demo, TTL Concept, TTL Demo
GetItem, GetItem Demo, PutItem & DeleteItem, PutItem & DeleteItem Demo, BatchGetItem & BatchWriteItem, BatchGetItem & BatchWriteItem Demo Part 1, BatchGetItem & BatchWriteItem Demo Part 2, BatchGetItem & BatchWriteItem Demo Part 3, Transactions, Transactions Demo, Items Lab, Items Lab Solution Part 1, Items Lab Solution Part 2, Items Lab Solution Part 3, Items Lab Solution Part 4
Scan concept, Scan Demo, Query, Query Demo, UpdateItem, UpdateItem Demo Part 1, UpdateItem Demo Part 2, UpdateItem Demo Part 3, Expressions - Part 1, Expressions - Part 2, Expressions Demo - Part 1, Expressions Demo - Part 2
Indexes Overview, Local Secondary Indexes, Local Secondary Indexes Demo - Part 1, Local Secondary Indexes Demo - Part 2, Global Secondry Indexes, Global Secondary Indexes Demo - Part 1, Global Secondary Indexes Demo - Part 2, Indexes, Indexes Demo - Part 1, Indexes Demo - Part 2, Global Tables, Global Tables Demo - Part 1, Global Tables Demo - Part 2, Global Tables, Global Tables - Lab
On-Demand Backups, On-Demand Backups Demo - Part 1, On-Demand Backups Demo - Part 2, PITR Backups, PITR Backups Demo, Backups, Backups - Lab
Course: تحليل البيانات باستخدام البرمجة R
Modules:
مقدمة إلى عالم البرمجة المثير, المرح مع R, كاري: بدء استخدام R, لغات البرمجة, مقدمة إلى R, مقدمة عن RStudio
البرمجة باستخدام RStudio, أساسيات البرمجة, عوامل التشغيل والحسابات, الهدية دائمة العطاء, مرحبًا بك في tidyverse, المزيد حول tidyverse, العمل على الممرات, كونور: نصائح البرمجة
البيانات في R, إطارات بيانات R, العمل على إطارات البيانات, التنظيف باستخدام الأساسيات, تنظيم البيانات, تحويل البيانات, نفس البيانات، نتائج مختلفة, دالة التحيز
التصورات في R, أساسيات التصور في R وTidyverse, بدء استخدام ggplot(), جوزيف: المسار الوظيفي لتحليلات الأفراد, تحسين التصورات في R, القيام بالمزيد باستخدام ggplot, الجماليات والواجهات, طبقة التعليق التوضيحي, حفظ مؤثرات عرض التصور
التوثيق والتقارير, نظرة عامة على R Markdown, استخدام R Markdown في RStudio, هيكل مستندات markdown, ميغ: البرمجة هي القوة, المزيد من عناصر المستند, مقاطع التعليمة البرمجية, تصدير الوثائق
Course: Essential Google Cloud Infrastructure: Core Service italiano
Modules:
Introduzione al corso
Panoramica del modulo, Identity and Access Management, Organizzazione, Ruoli, Demo: Ruoli personalizzati, Membri, Account di servizio, Restrizioni dell'organizzazione, Best practice per IAM, Introduzione al lab: Esplorazione di IAM, Coursera: Introduzione a Google Cloud e Qwiklabs, Revisione del lab: Esplorazione di IAM, Revisione del modulo
Panoramica del modulo, Cloud Storage, Funzionalità di Cloud Storage, Scegliere una classe di archiviazione, Filestore, Introduzione al lab: Cloud Storage, Revisione del lab: Cloud Storage, Cloud SQL, Introduzione al lab: Cloud SQL, Revisione del lab: Cloud SQL, Cloud Spanner, Firestore, Cloud Bigtable, Memorystore, AlloyDB, Revisione del modulo
Panoramica del modulo, Resource Manager, Quote, Etichette, Fatturazione, Demo: Amministrazione della fatturazione, Introduzione al lab: Analisi dei dati di fatturazione con BigQuery, Revisione del lab: Analisi dei dati di fatturazione con BigQuery, Revisione del modulo
Panoramica del modulo, Panoramica di Stackdriver, Monitoring, Introduzione al lab: Monitoraggio delle risorse, Revisione del lab: Monitoraggio delle risorse, Logging, Error Reporting, Tracciamento, Profilazione, Revisione del modulo, Riepilogo del corso
Course: Introduction to Logic
Modules:
Overview of the Course, Optional: Stanford CS 157 2021 - Lecture 1
The Big Game, Box Logic (out of focus)
Chapter 7 - Relational Logic, Exercises, Extras, Puzzle - Cards, Chapter 8 - Relational Analysis, Exercises, Extras, Puzzle - Safecracking, Chapter 9 - Model Checking, Exercises, Extras, Puzzle - Prisoners, Chapter 10 - Fitch Proofs, Exercises, Extras, Puzzle - Chessboard (very difficult)
Chapter 11 - Functional Logic, Exercises, Puzzle - Logicians, Chapters 12 and 14 - Fitch Proofs, Extras, Puzzle - Nations, Chapter 13 - Induction, Exercises, Extras, Puzzle - Zoom, Resolution, Exercises, Extras, Puzzle - Nim
Chapter 16 - Conclusion, Extras, Puzzle - Enlightenment
Course: Cloud Computing Primer: Software as a Service (SaaS)
Modules:
Navigating Codio Assignments, How to Reset an Assignment in Codio, Introduction to Cloud Computing Notes, Cloud Service Models Notes, Cloud Deployment Models Notes
Considerations for SaaS Notes, Expanding a SaaS Model Notes
Exploring SaaS Examples Notes
Experiencing SaaS Notes
Course: Visión artificial contemporánea
Modules:
Bienvenida al curso, Historia de la visión por computador, Estructura del conjunto de datos, Aprendizaje Profundo para Clasificación
¿Cómo funciona un transformer visual?, Supervisión
EGO4D y Aria Project
Autoencoders Variacionales, Modelos de difusión, Conclusiones del curso
Course: Reign of Pain
Modules:
The experience of pain, How the brain works: Predictive processing, What is Pain?
Understanding pain in two stories, How the brain learns pain
Neural circuits can be reinforced after an injury, Linkage of emotions to pain (in the absence of an injury)
Examples of chronic pain: illustrative stories, Dan Ratner, What kinds of syndromes are more or less likely to be due to neural circuit disorders?, Lynn Crothers Interview
Ruling out a structural problem, Ruling in a NC disorder—circumstantial evidence, Rachel Hollander, Ruling in a NC disorder—confirmatory evidence, Rob Ensor
Review of current methods—coping models and why they are limited; research studies, Elisabeth de las Casas, Review of emerging methods—curing models and why they are more effective; research studies, Lee Canter
Application of this model to other conditions, Amy Engkjer, Epilogue, Cynthia Austin
Course: Exam Prep DP-300: Azure Database Administrator Associate
Modules:
Course Introduction, The different database offerings on Azure, Lab - Deploying an Azure virtual  machine, Lab - Installing Microsoft SQL Server on the virtual machine, Lab - Connecting to Microsoft SQL Server, Lab - Using Azure Marketplace - SQL Server, The Azure SQL Database offering, Azure SQL Database - Pricing tiers, Lab - Deploying Azure SQL Database, Lab - Deploying a sample additional Azure SQL database, Scalability for different database offerings, Lab - Azure SQL Database Managed Instances - Setup, Lab - Azure SQL Database Managed Instances - Connecting to the Instance, Lab - Azure SQL Elastic Pool- Part 1, Lab - Azure SQL Elastic Pool- Part 2, SQL Server on Azure VM - Design for Performance, Database Partitioning Techniques, Patches for IaaS deployments, Hybrid deployments for SQL Databases, Lab - Azure SQL Data Sync, Lab - Database Migration - Evaluate requirements, Lab - Database Migration - Offline Migration, Database Migration - Online Migration
Azure Active Directory, Lab - Configuring Azure AD Authentication, Lab - Creating Azure AD Users in Azure SQL database, Lab - Configuring security for SQL users, Azure SQL Database - Transparent Data Encryption, Lab - Azure SQL Database - Dynamic data masking, Lab - Azure key vault, Lab - Azure SQL Database - Encryption, Lab - Virtual Machine disk encryption, Lab - Azure SQL Database Firewalls, Lab - Azure SQL - Vulnerability Assessment, Lab - Azure SQL - Database classification, Lab - Azure SQL Database - Auditing
Lab - Azure Monitor - Azure SQL Database Metrics, Lab - Azure Monitor - Set up alerts, Lab - Azure SQL Database - Intelligent Insights, Azure SQL Database - Automatic Tuning, Lab - Elastic Job Agent - Setup, Lab - Elastic Job Agent - Implementation, Lab - Using the Query Store, Using Resource Governance, Lab - Understanding the Execution Plan, Database Normalization, Tables Indexes, Lab - Using Tables Indexes, Lab - Data Compression - Setup, Lab - Data Compression - Implementation, Lab - Dynamic Management Views
Lab - SQL Server on Azure VM - SQL Server Agent jobs- Part 1, Lab - SQL Server on Azure VM - SQL Server Agent jobs-Part 2, Lab - SQL Server on Azure VM - SQL Server Agent alerts, Lab - Azure Policies, Lab - Azure Resource Manager templates-Part 1, Lab - Azure Resource Manager templates-Part 2, High Availability and Disaster Recovery, Azure SQL Database backups, Lab - Azure SQL Database - Point in time restore, Azure SQL Database - Long term retention, Lab - Azure SQL Database - Replication, Lab - Azure SQL Database - Auto-Failover Groups, Lab - Availability Groups - Setup, Lab - Availability Groups - Implementation
Understanding database backups, Lab - SQL Database - Full backups and restore, Lab - SQL Database - Transaction Log Backups, Lab - SQL Database - Database Consistency checks, Lab - SQL Database - Database Roles, SQL Database - Database Growth
Course: Conclusão do Marketing de Mídias Sociais do Meta
Modules:
Introdução ao Certificado Profissional de Marketing de Mídias Sociais do Facebook, Apresentação de Anke Audenaert, Introdução semanal, Carreiras no marketing digital
Introdução semanal, Conclusão semanal
Visão geral do exame do Facebook, Parabéns!
Course: Combining and Analyzing Complex Data
Modules:
Overview, Basic R examples, Basic R examples (continued), Degrees of Freedom, Estimating Means, Multistage samples, Quantile estimation in R
Introduction, Estimation Method, Linear Models, Diagnostics in R, Linear Models in Stata, Logistic Models in R, Odds Ratios, Logistic Regression in Stata
Why we link records, Gentle Introduction, Challenges, Key Techniques
Privacy and Confidentiality, Linkage Consent and Consent Bias, Correlates of Consent, Bias in Administrative Estimates, Optimizing Linkage Consent
Course: Gestión del talento humano
Modules:
Introducción, Comportamiento humano en las organizaciones
Dinámica de grupos
Inteligencia emocional
Comunicación asertiva
Course: Introduction to Relational Databases (RDBMS)
Modules:
Course Introduction, Review of Data Fundamentals, Information and Data Models, ERDs and Types of Relationships, Mapping Entities to Tables, Data Types, Relational Model Concepts, Database Architecture, Distributed Architecture and Clustered Databases, Database Usage Patterns, Introduction to Relational Database Offerings, Db2, MySQL, PostgreSQL
Types of SQL Statements (DDL vs. DML), Creating Tables, CREATE TABLE Statement, ALTER, DROP, and Truncate Tables, Data Movement Utilities, Loading Data, Database Objects and Hierarchy (Including Schemas), Primary Keys and Foreign Keys, Overview of Indexes, Normalization, Relational Model Constraints - Advanced
Getting Started with MySQL, Creating Databases and Tables in MySQL, Populating MySQL Databases and Tables, Using Keys and Constraints in MySQL, Getting Started with PostgreSQL, Creating Databases and Loading Data in PostgreSQL, Views
Approach to Database Design (Including ERD)