dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Bayesian Statistics: From Concept to Data Analysis
Modules:
Course introduction, Lesson 1.1 Classical and frequentist probability, Lesson 1.2 Bayesian probability and coherence, Lesson 2.1 Conditional probability, Lesson 2.2 Bayes' theorem, Lesson 3.1 Bernoulli and binomial distributions, Lesson 3.2 Uniform distribution, Lesson 3.3 Exponential and normal distributions
Lesson 4.1 Confidence intervals, Lesson 4.2 Likelihood function and maximum likelihood, Lesson 4.3 Computing the MLE, Lesson 4.4 Computing the MLE: examples, Introduction to R, Plotting the likelihood in R, Plotting the likelihood in Excel, Lesson 5.1 Inference example: frequentist, Lesson 5.2 Inference example: Bayesian, Lesson 5.3 Continuous version of Bayes' theorem, Lesson 5.4 Posterior intervals
Lesson 6.1 Priors and prior predictive distributions, Lesson 6.2 Prior predictive: binomial example, Lesson 6.3 Posterior predictive distribution, Lesson 7.1 Bernoulli/binomial likelihood with uniform prior, Lesson 7.2 Conjugate priors, Lesson 7.3 Posterior mean and effective sample size, Data analysis example in R, Data analysis example in Excel, Lesson 8.1 Poisson data
Lesson 9.1 Exponential data, Lesson 10.1 Normal likelihood with variance known, Lesson 10.2 Normal likelihood with variance unknown, Lesson 11.1 Non-informative priors, Lesson 11.2 Jeffreys prior, Linear regression in R, Linear regression in Excel (Analysis ToolPak), Linear regression in Excel (StatPlus by AnalystSoft), Conclusion
Course: C++ Basics: Selection and Iteration
Modules:
Navigating Codio Assignments, Printing Lesson Notes (Optional Download), Variables Lesson Notes (Optional Download), Basic Skills Lab (Review and Practice) Notes (Optional Download), How to Reset an Assignment in Codio
Arithmetic Operators Lesson Notes (Optional Download), Boolean Operators Lesson Notes (Optional Download), Operators Lab (Review and Practice) Notes (Optional Download)
If Statement Lesson Notes (Optional Download), If Else Statement Lesson Notes (Optional Download), Switch Case Statement Lesson Notes (Optional Download), Conditionals Lab (Review and Practice) Lesson Notes (Optional Download)
For Loops Lesson Notes (Optional Download), While Loops Lesson Notes (Optional Download), Nested Loops Lesson Notes (Optional Download), Loops Lab (Review and Practice) Lesson Notes (Optional Download)
Course: Gestión innovadora: transformando instituciones educativas
Modules:
La génesis de la transformación institucional, Los pilares centrales de la transformación institucional, Roles clave en la transformación institucional, Evidencias de mejora. Avances en la transformación institucional.
La génesis de la transformación institucional, Características del diseño curricular innovador, Organización del trabajo institucional innovador
La Escuela Roberto Rocca de Campana, Liderazgo directivo en la promoción de las nuevas pedagogías, Perfil docente en un modelo institucional innovador, Organización del trabajo de docentes y estudiantes, El PCI como elemento clave en el proceso de Transformación Institucional
Modelo Educativo y uso de los espacios escolares, ¿Concluyen las transformaciones institucionales?, Recomendaciones para liderar la Transformación Educativa
Course: TDD – Desenvolvimento de Software Guiado por Testes
Modules:
Welcome Video, Conhecendo o TDD, Ciclo do TDD, Hands-on: Primeira Classe com TDD - Parte 1, Hands-on: Primeira Classe com TDD - Parte 2, Hands-on: Primeira Classe com TDD - Parte 3, Conhecendo a Refatoração: O que é?, Conhecendo a Refatoração: Por que refatorar?, Conhecendo a Refatoração: Quando refatorar?, Como Obter Código de Qualidade, TDD: Projeto Antecipado (BDUF) Versus Nenhum Projeto (NoDUF), TDD: Projeto Suficiente com Modelagem CRC, TDD: Design Dinâmico da Aplicação
O Chapéu do TDD, Hands-on: Tradutor com TDD - Parte 1, Hands-on: Tradutor com TDD - Parte 2, Hands-on: Tradutor com TDD - Parte 3, Hands-on: Tradutor com TDD - Parte 4, Princípios Por Trás do TDD, Mitos e Lendas sobre TDD, Conhecendo a Refatoração: O Papel do Mau Cheiro!, Conhecendo a Refatoração: O Ciclo da Refatoração, Ciclo de Refatoração: Exemplo com Múltiplos Maus Cheiros – Parte 1: Preparação, Ciclo de Refatoração: Exemplo com Múltiplos Maus Cheiros – Parte 2.1: Antes do Primeiro Mau Cheiro, Ciclo de Refatoração: Exemplo com Múltiplos Maus Cheiros – Parte 2.2: Até Segundo Mau Cheiro, Ciclo de Refatoração: Exemplo com Múltiplos Maus Cheiros – Parte 3: Até Quinto Mau Cheiro
Casos de Teste a Partir de Responsabilidades, Ciclo TDD no Contexto de Casos de Teste, Ciclo TDD no Contexto de Responsabilidades, Testando Classes com Dependências, Aceitando Mock Objects, Diretivas de um Mock Object, Quando a dependência ainda não existe..., Hands-on: Adições no Carrinho de Compras - Parte 1, Hands-on: Adições no Carrinho de Compras - Parte 2, Hands-on: Adições no Carrinho de Compras - Parte 3, Mockar ou não mockar? Eis a questão!, Exemplo de Definição de Casos de Teste de Responsabilidades do SAB
Exemplo de Refatoração: Extract Method, Exemplo de Refatoração: Mau Cheiro "Inveja de Característica", Exemplo de Refatoração: Parte Inicial do Decompose Conditional, Exemplo de Refatoração: Parte Final do Decompose Conditional, SOLID: Princípios para Projeto de Classes, Refatoração com SOLID: SRP, Hands-on - Refatorando a Video Locadora - Parte 1, Hands-on - Refatorando a Video Locadora - Parte 2, Hands-on - Refatorando a Video Locadora - Parte 3, Hands-on - Refatorando a Video Locadora - Parte 4, Hands-on - Refatorando a Video Locadora - Parte 5
Course: Основы компьютерных сетей
Modules:
Представление курса, Пятиуровневая сетевая модель TCP/IP, Алекс о важности сетей, Кабели, Хабы и коммутаторы, Маршрутизаторы, Серверы и клиенты, Серджио о профессии сетевого инженера, Как биты перемещаются по проводу, Витые пары и дуплексная связь, Сетевые порты и коммутационные панели, Ethernet и MAC-адреса, Одноадресная, многоадресная и широковещательная передача, Компоненты кадра Ethernet, Виктор Эскобедо о практическом опыте в сфере IT
Знакомство с сетевым уровнем, Сетевой уровень, IP-адреса, IP-датаграммы и инкапсуляция, Классы IP-адресов, Протокол разрешения адресов, Рассказ Серджио, Подсети, Маски подсетей, Базовые вычисления в двоичной системе, Бесклассовая адресация, Основные понятия маршрутизации, Таблицы маршрутизации, Протоколы внутреннего шлюза, Протоколы внешнего шлюза, Немаршрутизируемое адресное пространство, История от Алекса
Введение, Транспортный уровень, Из чего состоит сегмент TCP, Флаги TCP и трехэтапное рукопожатие, Состояния сокетов TCP, Протоколы с установлением соединения и без, Брандмауэры, Прикладной уровень, Прикладной уровень в модели OSI, Как это все работает
Введение в сетевые службы, Назначение DNS, Порядок действий при разрешении имен, DNS и UDP, Серджио о преимуществах IT, Типы ресурсных записей, Анатомия доменного имени, DNS-зоны, Общие сведения о DHCP, DHCP в действии, Основы NAT, NAT и транспортный уровень, NAT, немаршрутизируемое адресное пространство и ограничения IPv4, Виртуальные частные сети, Прокси-службы
Знакомство с типами подключения к интернету, Dial-up, модемы и протоколы PPP, Широкополосный доступ в интернет, Системы цифровой передачи, Цифровые абонентские линии, Широкополосная кабельная связь, Оптоволоконная связь, Глобальные сети, VPN типа "точка-точка", Знакомство с беспроводными сетями, Конфигурации беспроводных сетей, Беспроводные каналы, Безопасность беспроводных сетей, Мобильные сети, Сети на мобильных устройствах
Устранение неполадок и будущее компьютерных сетей, Ping-запросы: протокол ICMP, Traceroute, Тестирование подключений к портам, Инструменты для разрешения имен, Общедоступные DNS-серверы, Регистрация и срок действия доменов, Файлы hosts, Что такое облако?, Всё как услуга, Облачное хранилище, IPv6-адресация и организация подсетей, Заголовки IPv6-пакетов, Гармония между IPv6 и IPv4, Компьютерные сети: пример собеседования, Итоги курса, Как развивалась карьера Алекса, Поздравляем!
Course: EDIVET: Do you have what it takes to be a veterinarian?
Modules:
Welfare Message, Welcome
Week 1 Introduction, Dogs, Cats, Rabbits, Lizards, Snakes, Cows, Sheep, Horses
Introduction to Week 2, The Anatomical Regions and Body Cavities, The Anatomical Directional Terms, The Body Planes, The Dog Skeleton, Live Dog Anatomy, An Introduction to Histology, Histology in Action – the Skin, Histology Revision Resource, The Anatomy of the Heart LHS, The Anatomy of the Heart RHS, The Anatomy of the Lungs, The Circulation and Internal Structures of the Heart, Gross Heart Anatomy, Topographical Heart Anatomy, Comparative Heart Anatomy, Examples of Heart Valve Pathology
Introduction to Week 3, Business structure, Emotional intelligence, Introduction to the Vet Consult, Consult Part 1, Consult Part 2, Consult Part 3, Key Skills for a Successful Consult, Client Care
Introduction to Week 4, Signalment, Observation Skills, Vital Signs, General Examination Skills
Origins of Veterinary Medicine, Looking at Historical Instruments and Documents, William Dick and Veterinary Medicine in Edinburgh, Animal Plagues and Advancing Medicine, Teaching & Learning Veterinary Medicine
Course: Essential Skills for Your Career Development
Modules:
Welcome to the course, How others have found their ideal job, How to create a vision board
Approaches to developing your network, How did others do it?
Course: Introduction to DevSecOps
Modules:
Introduction to the Course, Meet Your Instructor, What you will learn in this lesson, Defining DevSecOps and Its Importance, The DevSecOps Culture: Breaking Silos and Promoting Collaboration, DevSecOps vs DevOps: A Comparative Analysis, What you will learn in this lesson, Key Principles Governing DevSecOps, The Shared Responsibility Model in DevSecOps, Security Considerations during Development, Testing, Deployment and Maintenance, What you will learn in this lesson, Introduction to Security Automation, The Shift-Left Approach: Early Integration of Security, Integrating Security Tools in the CI/CD Pipeline
What you will learn in this lesson, Overview of Popular DevSecOps Tools, Deep Dive: Using Tools for Static and Dynamic Security Analysis, Leveraging Container Security Tools, What you will learn in this lesson, Key Best Practices for Successful DevSecOps Implementation, Security Incident Response in a DevSecOps Context, Case Study: Successful Security Automation Implementation, What you will learn in this lesson, Emerging Trends in DevSecOps, Building a Career in DevSecOps: Steps and Guidelines, The Ongoing Evolution of DevSecOps and its Impact on the IT Landscape
Course: Data Science Decisions in Time: Information Theory & Games
Modules:
SFPark as an Example of a Dynamic Game, Non-cooperative Games as an Entry Point To Game Theory, Game of  Diplomacy as a Sequential Model of Asymmetric Information
Negotiating Water Resources, Iterated Prisoner's Dilemma: Part One, Iterated Prisoner's Dilemma: Part Two, Computing for Prisoner's Dilemma
Cybersecurity: Predicting the Attackers, Backward Induction and Centipede Game, Stabilizing the Commons
Learning to Cooperate, Training Based on Human Play: Supervised Learning Part-One, Training Based on Human Play: Supervised Learning Part Two
Interpreting a Radiological Image via a Min-Max Game, MinMax Theory, Robust Adversarial Training
Final Exam
Course: Google Meet - Español
Modules:
Introducción al curso, Temario
Introducción a Google Meet
Usa Google Meet, Inicia una videoconferencia, Actividad 1 explicada, Únete a una videoconferencia, Actividad 2 explicada, Agrega participantes a una reunión activa
Colabora en Google Meet, Administra el audio y el video, Usa los controles de Meet, Ve a los participantes y chatea con ellos, Cambia el diseño de la reunión, Opciones de los eventos de Calendario de Google, Actividad 3 explicada, Usa el Modo complementario, Presenta y comparte recursos en una reunión
Administración del organizador en Google Meet, Controles del organizador, Preconfigura los controles del organizador, Interactúa con los participantes, Graba una reunión, Actividad 4 explicada, Transmite en vivo una reunión, Usa la pizarra
Descripción general del desafío empresarial, Desafío de la empresa, Conclusión
Course: Data Analyst Career Guide and Interview Preparation
Modules:
Understanding the Role of a Data Analyst, Introduction to Data Analyst PC, Opportunities in Data Analytics, Build your portfolio, Draft your resume
Company and Industry Research, Networking Online and Off, Assessing job listings, Technical Review Fundamentals, Refreshing Essential Analytical Skills, Interview rehearsal
Overview of the Interview Process, Coding Challenges in Data Analysis, Final interviewing, Interviewing: Discussing a Project
Congrats and Next Steps, Thanks from the Course Team
Course: AWS: Identity and Access Management
Modules:
Identity and Access Management, Lab - Working with users and groups, Lab - Account Security Status, Lab - Protecting user accounts, Best practices for IAM, Lab - IAM Policies, Lab - Policy evaluation, Lab - IAM Roles
Lab - Cross Account Access, Lab - AWS Cognito, AWS Federated Authentication, Web Identity federation
Simple Storage Service, Access Control Lists, Lab - Bucket Policies, Lab - Simple Storage Service - Encryption, Lab - Amazon S3 Glacier