dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Chinese for HSK 1
Modules:
Welcome to Chinese for HSK Level 1, Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue1 (optional), Dialogue2 (optional), Dialogue3 (optional), Dialogue4 (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional)
Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional)
Lecture, 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue1 (optional), Dialogue2 (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional)
Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional)
Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue1 (optional), Dialogue2 (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue1 (optional), Dialogue2 (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional)
Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue1 (optional), Dialogue2 (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional), Lecture, Dialogue (optional), 写汉字 Xiě hànzì Writing Chinese characters (optional)
Message from the team, Introduction to HSK Test Level 1
Course: 计算机组成 Computer Organization
Modules:
计算机组成章节简介
101-电子计算机的兴起, 102-冯·诺依曼结构的要点, 103-冯·诺依曼结构的小故事, 104-计算机结构的简化模型, 105-计算机执行指令的过程, 106-计算机输入和输出, 107-冯诺依曼结构和具体实现
201-设计自己的计算机, 202-x86体系结构, 203-x86指令简介, 204-复杂的x86指令举例, 205-MIPS体系结构, 206-MIPS指令简介
301-算术运算和逻辑运算, 302-门电路的基本原理, 303-寄存器的基本原理, 304-逻辑运算的实现, 305-加法和减法的实现, 306-加法器的优化
401-乘法的运算过程, 402-乘法器的实现, 403-乘法器的优化1, 404-乘法器的优化2, 405-除法的运算过程, 406-除法器的实现, 407-除法器的优化
501-处理器的设计步骤, 502-数据通路的建立, 503-运算指令的控制信号, 504-访存指令的控制信号, 505-分支指令的控制信号, 506-控制信号的集成
601-流水线的基本原理, 602-流水线的优化, 603-超标量流水线, 604-流水线的冒险, 605-数据冒险的处理, 606-控制冒险的处理
701-存储层次结构概况, 702-DRAM和SRAM, 703-主存的工作原理, 704-主存技术的发展, 705-高速缓存的工作原理, 706-高速缓存的组织结构, 707-存储容量的计算
801-中断和异常的来源, 802-中断向量表的结构, 803-中断向量表的发展, 804-中断的处理过程, 805-内部中断分类说明, 806-基于中断的功能调用
901-输入输出接口的基本功能, 902-输入输出接口的编址方式, 903-输入输出的控制方式, 904-中断控制方式, 905-外部中断的处理过程, 906-直接存储器访问方式
期末考试
Course: Disability Inclusion in Education: Building Systems of Support
Modules:
Disability Inclusion in Education: Building systems of support, Introduction to the course, Introduction to Week 1, Social model of disability and disability rights, Inclusive education and special education, What is inclusive education?, Implementing inclusive framework, Wrap up
Introduction to week 2, Teacher empowerment, TEDI research methods, Research: Teacher educational needs, Supporting learners who are blind or have low vision, Supporting D/deaf and hard of hearing learners, Families of people with Intellectual Disabilities, Week wrap up
Introduction to week 3, Education support systems and supporting teacher empowerment for disability inclusion, How systems of support work, How do teachers feel they are supported, or not supported?, School and district based support systems, Effective support, Informal support, Family-professional partnerships, Wrap up
Introduction to week, Accessible curriculum, Learner support needs, Types of visual impairment, Expanded core curriculum, Effects of severe to profound hearing loss, Education for learners who are D/deaf or hard of hearing, What is intellectual disability?, Education for children with severe to profound intellectual disability, Wrap up
Introduction to week 5, What is universal design for learning?, Curriculum adaptation for low vision and blind learners, Curriculum adaptation for D/deaf and hard of hearing learners, Curriculum adaptation for learners with severe to profound intellectual disability, Wrap up, Course conclusion
Course: Football: More than a Game
Modules:
Welcome to Football: More than a Game, Football history, myth and power, Early Scottish influences, Richard McBrearty on a history of world football, Alan Hansen on Scottish football, Bill Shankly and football as fun
The global spectacle of football, Global Football: Part I, Global Football: Part II, Early FIFA Governance Reforms, Money, Finance and Fair Play?, Global football: Part III
Introduction to Week 3, Gavin Reid on Football and the Community, Alan Hansen on Liverpool and Anfield Stadium, Alan Hansen on the Liverpool vs. Everton Derby, Gavin Reid on Barcelona FC, Football Games that Changed the World
Introduction to week 4, Shirley Gray talks about women, physical education and football, Alan Hansen on Maradona, Brazil and the World Cup, One View on Brazil 2014 and Qatar 2022, Homeless World Cup Chile 2014, Mel Young on football tackling homelessness, Mel Young talks about poverty and the Homeless World Cup
Introduction to Week 5, Football's Contribution to Charity, Employment and International Development
Introduction to Week 6, Cindy Gray on football's role in improving health and fitness, Alan Hansen on money and charity work in football, Football Finances and Ownership, Case Study of Football Fan Ownership, The Business of Football - Part 1, The Business of Football - Part 2, Why is Football Data Important, Data Analytics: Case Study of Women’s Football, Alan Hansen and Jim Murphy: Is football more than a game?, The Future of Football - Part 1, The Future of Football - Part 2
Course: The Need for Systems Engineering
Modules:
Introduction to the Specialization and Instructor, Definition of a System, Definition of a System of Systems (SoS), Definition of Systems Engineering, Purpose of Systems Engineering, The Systems Engineering Lifecycle, Complexity, Adjacency, and the Environment, System of Systems (SoS) Engineering, The Person vs. The Process
Defining the Need for a System, James Webb Space Telescope, Requirements Defined, Characteristics of Good Requirements, Functions, Functional Analysis, Functional Block Diagrams
Space Shuttle Columbia Accident Introduction, Mars Climate Orbiter Key Take Aways
Introduction to Test, Types of Testing, Test Planning, Chernobyl Nuclear Accident Introduction, Systems Engineering Lessons Learned from Chernobyl
Role of Modeling and Simulation, MBSE, The F-35 Lightning II
Course: Introduction to Agile Development and Scrum
Modules:
Introduction to Agile Development and Scrum, Agile Principles, Methodologies Overview, Working Agile, Scrum Overview, The 3 Roles of Scrum, Artifacts, Events, and Benefits, Organizational impact of Agile, Mistaking Iterative Development for Agile
Destination Unknown, Agile Roles and the Need for Training, Kanban and Agile Planning Tools, Creating Good User Stories, Effectively using Story Points, Building the Product Backlog, Backlog Refinement: Getting Started, Backlog Refinement Finishing Up, Sprint Planning
Workflow for Daily Plan Execution, The Daily Stand Up, Using Burndown Charts, The Sprint Review, The Sprint Retrospective, Using Measurements Effectively, Getting Ready for the Next Sprint, Agile Anti-Patterns and Health Check
Peer Review: Submit your Work and Review your Peers
Course: Business English: Making Presentations
Modules:
Video 1: Welcome to Presentations, Video 2: Course Overview, Video 3: Scenario Effective Presentation (A & B), Video 4: Presentation Guidelines Part 1, Video 4: Presentation Guidelines Part 2, Video 5: Effective Introductions, Video 1: Transitions and Conclusions, Video 2: Scenario Difficult Audience (A), Video 3: Answering Questions, Video 4: Scenario Difficult Audience (B), Video 1: Slides, Video: Effective Presentations Advice
Video 1: Introduction to Week 2, Video 2: Explaining Graphs, Video 3: Challenges in Describing Visuals, Video 1: Using Large Numbers, Video 2: Describing Data, Video 3: Expedia Interview, Video 1: Introduction to Trends, Video: Slides and Visuals Advice
Video 1: Introduction to Persuasive Language, Video 1: Introduction to Promoting a Place, Video: Persuasive Language Advice
Video 1: Putting it all Together, Video 2: Model Presentation
Course: Data Engineering in AWS
Modules:
Welcome to the AWS Machine Learning Specialty Certification Exam course, Overview of the exam, Goals of the course, Machine Learning Terminology - Categories, Machine Learning Terminology - Data Engineering-Advanced, Introduction to Machine Learning Cycle, Machine Learning Cycle - Continued, How to Setup Amazon Sagemaker Environment?, Gathering data, Handling Missing Data - Overview and Drop Technique, Handling Missing Data - Other Imputation Techniques-Part 1, Handling Missing Data - Other Imputation Techniques-Part 2
Feature extraction and feature selection with Principal Component Analysis and Variance Thresholds, Feature Extraction and Selection - Lab Part 1, Feature Extraction and Selection - Lab Part 2, Encoding categorical values-Part 1, Encoding categorical values-Part 2, Numerical engineering-Part 1, Numerical engineering-Part 2, Text feature editing, Amazon Mechanical Turk, AWS Migration services and tools, Exam tips
Course: Introduction to Generative AI - בעברית
Modules:
מבוא לבינה מלאכותית גנרטיבית
Course: Machine Learning Rapid Prototyping with IBM Watson Studio
Modules:
Welcome/Introduction, Introducing AutoAI, Watson Studio Platform Basics, Building Rapid Prototypes Demo Introduction, Classification Demo, Examining the Notebook, Regression Demo
Module 2 Introduction, Automated Data Preparation, Classification Prep Demo, Regression Prep Demo, The model selection problem, Multi-armed Bandit Approach, DAUB Algorithm, Demo Classification: Making Changes to the Models, Demo Regression: Making Changes to the Models
Module 3 Introduction, Automated Feature Engineering, Cognito - Transforms and the Transformation Graph, Cognito - Transformation Graph Exploration, Demo Classification: Feature Engineering, Demo Regression: Feature Engineering, Automated HPO, RBFOpt, HPO Demo
Module 4 Introduction, Evaluation Demo, Deployment Demo, Course Closing
Course: ICT in Primary Education: Transforming children's learning across the curriculum
Modules:
Week 1 Overview, Types of Learning and Learning Technologies, The 21st Century School Environment, Action Plans and Policies for Integrating ICT, Creating a Lesson Plan, Using and adapting an existing learning design, Exporting your design to Word
Week 2 Overview, Dimensions of change within the school, School teachers/leaders talking about changes in their schools - Jonathan Bishop, School teachers/leaders talking about changes in their schools - Elizabeth Wagner de Huero, School teachers/leaders talking about changes in their schools - Susan Skidmore, Beyond the school, Students' Perspective
Week 3 Overview, Learning Types, Project Introduction, Geography, English, Chemistry, Health, Maths, Literature, Teacher Perspectives
Week 4 Overview, Choosing technology, Digital content, Computational thinking, Programming
Overview, An inspiring project that overcame some challenges, Dealing with potential pitfalls - Canada, Moscow School Science, Challenges & obstacles - Broadclyst, Challenges & obstacles - Bury, Dimensions, Avenues, Children recommendations, Learning Designer - Adapt a design from the directory
Bertram Primary School
Course: Aprenda a ensinar programação com o Programaê!
Modules:
O que você ensinaria seu computador a fazer?, Tutorial: Conhecendo o Programaê!, Vídeo de abertura do módulo, TED Mitchel Resnick (2012): Vamos ensinar crianças a programar, Campanha code.org: Por que todos deveriam aprender a programar?, Campanha code.org: O que é Ciência da Computação?
Vídeo de abertura do módulo, Tutorial: Conta de usuário na Code.org, Tutorial: Cadastro de professor na Code.org, Tutorial: Acesso do aluno na Code.org, Tutorial: Acompanhamento dos alunos na Code.org, Tutorial: Gerenciamento dos alunos na Code.org
Vídeo de apresentação do módulo, Chris Bosh explica estruturas de repetição, Bill Gates explica estrutura condicional, Trina Roy explica contador, O que é uma variável? Khan Academy, O que é memória? Khan Academy, Brina Lee explica função
Course: Rethinking Logic: Surprising Science of Critical Thinking
Modules:
1: Lazy Brains are Silencing Your Inner Critic: How Bias Can Skew Everything, 2: Quantifying Convincing versus Bad Arguments: Logical Fallacies and Circular Reasoning, 3: Fallacy: A Guide for the Perplexed, 4: Avoiding Fallacies: Lessons from the Wason Selection Test
5: Reasoning: We Are In It Together, 6: The Limits of Formal Reasoning, 7: If It Doesn't Challenge You, It Won't Change You: Beyond Confirmation Bias Bubbles, 8: Wisdom Gained, Wisdom to Come
Course: Functional Programming Principles in Scala (Scala 2 version)
Modules:
Course Introduction, Tools Setup for Linux, Tools Setup for Mac OS X, Tools Setup for Windows, Lecture 1.1 - Programming Paradigms, Lecture 1.2 - Elements of Programming, Lecture 1.3 - Evaluation Strategies and Termination, Lecture 1.4 - Conditionals and Value Definitions, Lecture 1.5 - Example: square roots with Newton's method, Lecture 1.6 - Blocks and Lexical Scope, Lecture 1.7 - Tail Recursion
Lecture 2.1 - Higher-Order Functions, Lecture 2.2 - Currying, Lecture 2.3 - Example: Finding Fixed Points, Lecture 2.4 - Scala Syntax Summary, Lecture 2.5 - Functions and Data, Lecture 2.6 - More Fun With Rationals, Lecture 2.7 - Evaluation and Operators
Lecture 3.1 - Class Hierarchies, Lecture 3.2 - How Classes Are Organized, Lecture 3.3 - Polymorphism
Lecture 4.1 - Objects Everywhere, Lecture 4.2 - Functions as Objects, Lecture 4.3 - Subtyping and Generics, Lecture 4.4 - Variance (Optional), Lecture 4.5 - Decomposition, Lecture 4.6 - Pattern Matching, Lecture 4.7 - Lists
Lecture 5.1 - More Functions on Lists, Lecture 5.2 - Pairs and Tuples, Lecture 5.3 - Implicit Parameters, Lecture 5.4 - Higher-Order List Functions, Lecture 5.5 - Reduction of Lists, Lecture 5.6 - Reasoning About Concat, Lecture 5.7 - A Larger Equational Proof on Lists
Lecture 6.1 - Other Collections, Lecture 6.2 - Combinatorial Search and For-Expressions, Lecture 6.3 - Combinatorial Search Example, Lecture 6.4 - Maps, Lecture 6.5 - Putting the Pieces Together, Conclusion
Course: Herramientas ofimáticas básicas para el trabajo
Modules:
Bienvenida, Funciones básicas y carpetas - Parte 1, Funciones básicas y carpetas - Parte 2, Configuración de firma y respuestas automáticas
Bienvenida, Configuración de la cuenta - Parte 1, Configuración de la cuenta - Parte 2, Funcionalidades - Parte 1, Funcionalidades - Parte 2, Trucos y atajos, Despedida
Bienvenida, Estilos: colores, fuentes y tamaño, Plantillas, Despedida
Bienvenida, Listas y bases de datos, De Excel a Word, Despedida
Bienvenida, Automatiza tareas, Macros y palabras clave, Despedida
Bienvenida, Preparar la tabla de datos, Crear una tabla dinámica, Modificar una tabla dinámica - Parte 1, Modificar una tabla dinámica - Parte 2, Despedida
Bienvenida, Crear un gráfico dinámico, Modificar un gráfico dinámico, Recomendaciones para crear gráficos dinámicos, Despedida
Bienvenida, Fórmula BUSCAR, Fórmulas BUSCARV y BUSCARH - Parte 1, Fórmulas BUSCARV y BUSCARH - Parte 2, Fórmula BUSCARX
Bienvenida, Fórmula SUMAPRODUCTO, Fórmula SUMAR.SI, Fórmula SUMAR.SI.CONJUNTO
Bienvenida, Definición y aplicaciones, Gráfico de dispersión y coeficiente de correlación, Tipos de líneas de tendencia
Bienvenida, Gráfico de cascada, Gráfico de proyección solar, Gráfico de embudo
Bienvenida, ¿Qué es la orientación a resultados?, Del plan a la acción en 5 pasos, Despedida
Bienvenida, Principales características, ¿Cómo elaborar informes y reportes?, Despedida
Bienvenida, La tecnología en las empresas, Funcionalidades de las videollamadas, Despedida
Course: Advanced Game Projects, C# Scripting, and Social Features
Modules:
Integrate Unity Video Ads - Super Easy, Show Ads Every Three Times Using PlayerPrefs, Integrate AppLovin Ads to Your Game Easily, Integrate Chartboost Ads - Designed Only for Games
Creating Leader Boards – Part 1, Creating Leader Boards – Part 2, Creating Leader Boards – Part 3, Creating Leader Boards – Part 4, Creating Leader Boards – Part 5 - Uploading APK and Linking, Create Achievements in Your Game
Getting Started with C# for Unity Game Development, Understanding the First C# Program, Variables and Data Types in C#, Start and Update Functions, Awake and Start Function, C# Functions, Destroying Objects, If Else Statements in C#, Concept of Loops, While Loops in C#, For Loops in C#, Arrays in Unity and C#, foreach Loops in Unity C#, Transform Component in Unity and C#, Unity transform.position, Moving Objects with transform.Translate, Rotating GameObjects, Scaling GameObjects and Changing Size, Tags in Unity C#, Checking Collisions with OnCollisionEnter2D, Triggers and OnTriggerEnter2D, Vectors in Unity C#, Public and Private in C#, SerializeField in Unity C#, HideInInspector in Unity C#, Finding GameObjects with Tags, Finding Multiple GameObjects with Tags, Prefabs and Instantiate in Unity C#, InvokeRepeating calling Functions Repeatedly, Inputs with Input.GetKeyDown, Inputs with Input.GetButtonDown, Coroutines in Unity C#, Mouse Input and Mouse Position, Input with Input.GetAxis, GetComponent Function in Unity C#, GetComponentInChildren Function in Unity C#, Loading Scenes, Unity Time.deltaTime
Build and Run Your First Android Game, Android Setup Process, Touch Input Control for Unity Android Game Development, Accelerometer Input and Tilt Control, Unity Touch and Destroy, Responsive UI, Swipe Input Control, Touch Joystick Input
Setting Up the Game Environment, Moving Paddle, Taking Keyboard Inputs, Restricting Player Movement, Adding Ball Bounce, Adding Boundaries, Adding Force to Ball, Moving Ball on Keypress, Moving Ball with Paddle, Adding Force Only Once, Adding Bricks, Creating Game Background, Creating Brick Prefabs, Adding Score, Displaying Score on Screen
Setting Up the Game, Adding the Track, Moving the Car, Controlling Car with Arrow Keys, Restricting Car Movement, Adding Enemy Car, Enemy Cars in Random Position, Spawning Enemy Cars, Car Collisions, Removing Extra Cars, Speed Up the Game, Different Random Cars, Adding Pause Button, Creating Game Menu, Game Over Menu, Adding Score UI, Activating Buttons at Runtime, Adding Car Sound, Audio Manager, Scale Game UI To Different Screen Size, Platform-Specific Input, Touch Button Input, Touch Input, Accelerometer Input
Course: React Native
Modules:
Introduction to the course, What is React Native?, Native, cross-platform & hybrid developer roles, Meet a cross-platform developer, React Native Development Environment Overview, React Native with Expo, How is React Native used in the real world?, React Native Code, What is Expo?, What are React Native Components?, Building a component, What are View and Text Components?, Using the View and Text Components, What is the ScrollView Component?, Using the ScrollView Component, Styling Components using StyleSheet, Practical Styling, Module summary: Introduction to React Native
Rendering large lists using FlatList component, Using the FlatList component, FlatList Methods, Render large lists by sections using SectionList, Using the SectionList component, What is the TextInput component?, Configure the TextInput Component, Virtual Keyboard on Mobile Apps, Handling the Virtual Keyboard, Passing props to TextInput Component, Using TextInput Methods, Module summary: Lists and Text Input in React Native
What is the Pressable Component?, Using Pressable Component, Displaying Images in React Native, Using Image Component, Styling an Image within the app, Passing props to the Image Component, Setting Background Images, What are hooks ?, Using useColorScheme hook, Using useWindowDimensions hook, Using other community hooks, Module summary: Pressable, Images and Hooks in React Native
What is React Navigation?, Setting up React Navigation, Using the Stack.Navigator, Approaches to Passing Props to Screen, Moving to a New Screen, Moving Between Screens, Going Back to Previous Screen, Configuring a Header Bar, What is Tab Navigation?, Tab Navigation Example, Customizing your tab navigator, What is Drawer Navigation?, Drawer Navigation Example, Module summary: React Navigation
Course Recap: React Native, Solution walk-through:  Little Lemon newsletter sign-up, Congratulations, you have completed React Native!
Course: AR in marketing using Meta Spark
Modules:
Augmented reality in marketing using Meta Spark, AR in marketing, learning and entertainment, An overview of Meta Spark Studio, Publishing platforms and Meta Spark communities, Meta Spark interface tour, Making effects, Testing and saving effects, The Meta Spark AR ecosystem, Materials and textures, 3D models, Blend modes, Directional lighting, focus and zoom in/out, Camera rotation and track & pan, Apply a material to a plane, Point light and Spot light, The Plane Tracker: framing advanced 3D items, Publishing from Meta Spark Studio, The Meta Spark Hub
Welcome to Meta Spark fundamentals, Tracking the face, Occlusion, Introduction to Patch Editor, part 1, Introduction to Patch Editor, part 2, Mix patch, part 1, Mix patch, part 2, Interaction patches: Getting started, Interaction patches: Object Tap, Interaction patches: Screen Tap, Interaction patches: Screen Pinch, Interaction patches: Rotate, Attach an asset to a Target Tracker: Getting started, Attach an asset to a Target Tracker: Scale, animation and rotation, Attach text to a Target Tracker: Customize text, 3D text target tracking: Animate text, Environment textures: Add a metallic texture, Environment textures: Adjust rotation and lighting, Creating image sequence: Prepare GIF for import into Meta Spark, Creating image sequence: Create and import animation sequence, Texturing 3D objects: Add and position object, Texturing 3D objects: Change object texture
Welcome to Meta Spark Pro, Selecting your assets, AR Library and external integrations, Creative strategy and design patterns: Design patterns and questions to ask, Scene assembly: Scripting, part 1, Scene assembly: Scripting, part 2, Scene interaction: Implementing user input, movements, Scene interaction: Implementing user input, gestures and devices, Using audio in Meta Spark: Getting started, Using audio in Meta Spark: Audio bands and analyzer, Using audio in Meta Spark: Other audio patches, Pickers and sliders: Getting started, Pickers and sliders: Pickers, Pickers and sliders: Sliders, Adding custom instructions for interactions, Custom render pass: Getting started, Custom render pass: Adding to a scene, Dynamically modifying scene parameters, Testing and debugging logic, Project optimization: Introduction, Optimization: Using blocks and SDF, Optimization: 3D models, Uploading and exporting effects
Welcome to the scavenger hunt, Gather your assets
Course: Microsoft Excel VBA and Macros
Modules:
Introduction to the Course & Meet Your Instructor, What is Excel VBA?, Basics of Excel VBA, Recording Macros, Variables and Data Types, Control Flow Statements (If/Else, Loops), Working with Ranges and Cells, Understanding Data Cleaning and Transformation, Developing VBA Scripts for Data Cleaning, Implementing Automated Data Cleaning Workflows, Congratulatory Statement for Learners
Course: Social Determinants of Health: Vulnerable Populations
Modules:
Introduction to Course 2: Vulnerable Populations, Poverty Part 1, Poverty and Prosperity: A Measurement Perspective Part 2
Social Determinants of Health and Women Part 1, Social Determinants of Health and Reproductive Health Part 2, Social Determinants of Health and the Impact on Maternal Health Part 3, Social Determinants of Health and Woman: Addressing Change Part 4
LGBTQI+ Health and Wellbeing Part 1, Heteronormativity and Cisnormativity Part 2, Healthcare System Bias Part 3, LGBTQI+ Health and Wellbeing Part 4
Social Determinants of Health for Families of Young Children Part 1, Social Determinants of Health for Families of Young Children Part 2, Social Determinants of Health for Families of Young Children Part 3
Introduction to t-test Analysis and Box Plot Visualization Part 1, t-test Analysis and Box Plot Visualization Part 2
Course: JavaScript Security Part 3
Modules:
What is serverless, Serverless best practices, Node.js Injection, Serverless Production monitoring
Web Development Desktop Security
Course: Python Scripting: Files, Inheritance, and Databases
Modules:
File Handling, Text Files, Binary Files, Programming Assignment Solution Video
Inheritance in Python Classes, Exception Handling, Inheritance, Inheritance Programming Assignment Solution Video
Python Database Libraries, Querying Data from a Database, Mutating Data in a Database
NumPy Library, Pandas Library, Matplotlib library
Course: نمذجة البيانات المتقدمة
Modules:
مقدمة في نمذجة البيانات المتقدمة, كيف يتم استخدام نمذجة البيانات في Meta؟, نظرة عامة على نمذجة البيانات, أنواع نماذج البيانات, ملخص: تسوية نماذج قواعد البيانات العلائقية, مقدمة في أداة MySQL Workbench, إدارة البيانات بأداة MySQL Workbench, نمذجة قواعد البيانات في MySQL Workbench, ملخص الوحدة: نمذجة البيانات وإدارتها
نظرة عامة على تخزين البيانات, بنية مستودع البيانات, دراسة حالة: مشروع بيانات واقعي, أساسيات نمذجة البيانات ذات الأبعاد, نمذجة البيانات ذات الأبعاد عمليًا, ملخص الوحدة: تخزين البيانات
نظرة عامة على تحليلات البيانات, جمع البيانات مقارنةً بالتعلم الآلي, نظرة عامة على مؤثرات عرض البيانات, استخدام أدوات تحليلية متقدمة لتحليل البيانات, استيراد البيانات وإعدادها في Tableau, تصفية البيانات ومؤثرات عرضها في Tableau, إنشاء لوحة معلومات تفاعلية, ملخص الوحدة: تحليلات البيانات المتقدمة
ملخص الدورة التدريبية لنمذجة البيانات المتقدمة, تهانينا، لقد أكملت دورة نمذجة البيانات المتقدمة التدريبية
Course: Promote the Ethical Use of Data-Driven Technologies
Modules:
CEET Specialization Introduction, Promote the Ethical Use of Data-Driven Technologies Course Introduction, Course Welcome & Success Tips, Ethics Make a Difference in Emerging Technologies, Big Data, Working with Big Data, Data Analytics, Data Science Pipeline, Artificial Intelligence, Narrow AI, General AI and Superintelligence, Ambient Intelligence and IoT, The Black Box Problem
The Question of Data Ownership, Data Privacy, PII, Privacy Risks in IoT/Ambient Intelligence Technologies, Privacy Protection through Individual Authorization, Privacy Protection through Data Management, Privacy by Design, Differential Privacy, Legal Terminology: Responsibility, Accountability, and Liability, Technology Contract Types, Smart Contracts
The Impact of Bias on Emerging Technologies, Bias, Sociological Bias, Implicit Bias, Cognitive Biases, Confirmation Bias, Temporal Bias, Complacency and Automation Biases, Data Collection Bias, Statistical Bias
Thinking about Right and Wrong, Moral Philosophy, Moral Relativism, Deontology, Kant's Categorical Imperative, Universalizability, Consequentialism and Utilitarianism, Virtue Ethics, Free Will and Determinism, Norms and Morals, Moral Agency, Moral Psychology, Moral Reasoning, Moral Judgements, Applied Ethics, Business Ethics, Professional Ethics, Engineering Ethics, Social Ethics, Human Rights and Animal Rights, Bioethics, Environmental Ethics
Acting on Ethical Principles, Autonomy, Justice, Beneficence, Non-Maleficence, Explainability, Agency and Personhood, Ethics as a Benefit and Strategic Differentiator, Ethics by Design, Engineering Activism
Writing an Op-Ed Article, Writing a Feature Article
Course: Everyday Excel, Part 3 (Projects)
Modules:
Course Overview and Introduction, How to Switch Sessions of the Course
Nearest Eighth of an Inch Preview, World Bank Lookup Preview, Dynamic Amortization Schedule Hints and Preview, Introduction to Dynamic Array Functions, Longest Ladder Around the Corner Preview, Dynamic Temperature Lookup Preview, Introduction to Dynamic Array Functions
How to Perform a Sensitivity Analysis, Sensitivity Analysis Hints and Preview, Friday the 13th Preview, Dynamic Data Cleaning Preview and Hints, Introduction to Dynamic Array Functions, Filtering for Multiple Criteria, Historical Weather Lookup (Part A) Preview, Bakery Shopping List Preview, Dinner Sign-Up preview, An Introduction to Dynamic Array Functions
Distance Calculator Preview, Dealing with Multiple Table Lookups, How to Reset Conditional Drop-Down Lists, Rental Center Inventory Preview, An Introduction to Dynamic Array Functions, Dynamic Filtering for Multiple Constraints, How to Reset Conditional Drop-Down Lists, Matrix Approach to Regression, Part 1, Matrix Approach to Regression, Part 2, Real-Time Regression Preview, Dynamic Array Hints for Real-Time Regression, How to Calculate Standard Error and Adjusted R-Squared, Amortization Schedule with Extra Payments, Part 1, Amortization Schedule with Extra Payments, Part 2, Amortization Schedule with Extra Payments Preview, Historical Weather Lookup (Part B) Preview, To Get You Pumped Up for VBA (Preview for My Specialization "Excel/VBA for Creative Problem Solving")
Francesca's French Bakery Preview, Top Hat Consolidator Preview, How to Calculate Column Averages of Dynamic Arrays
Course: Storytelling / Re-brand your Brand
Modules:
Welcome, What´s in a Story?, What´s Good Content?, Client Empathy as a Storyteller, The Myth of the Creative Type. Guest Speaker Interview: Francisco di Paola
Welcome To Week 2 and Strategic Storytelling, Stories as Algorithms for the Mind, Rosser Reves and Coca Cola, The Attention Economy War, Storythinking as a Framework, What Remains, What is Changing, Purpose and Trends. Guest Speaker Interview: Mariana Jasper, Welcome To The Metaverse: What's Real, What's Not, I love Lucy and TV - Lessons Learned
Welcome To Week 3 and What is a Story With Numbers, Numbers and Presentations: Resist the Temptation, You See With Your Brain, What Happens at NASA Doesn't Stay at NASA
Welcome to Week 4, The Origin Myth and the Hero's Journey, What is a Content Persona, Brands That Execute Perfect Stories. Guest Speaker Interview: Mariana Jasper
Course: Claves para Gestionar Personas
Modules:
1: Introducción, 2: Gestión por competencias, 3: Gestión por competencias, parte 2, 4: Competencias directivas, 5: Competencias directivas, parte 2, 6: Desarrollo de las competencias, 7: Desarrollo de las competencias, parte 2, 8: Coaching, 9: Introducción a las series “Perspectivas Ejecutivas”, 10: Perspectivas Ejecutivas - Gestión por Competencias
1: Introducción, 2: Enfoque del reclutamiento, 3: Papel del headhunter web 2.0, 4: Papel del headhunter web 2.0., parte2, 5: Papel del headhunter web 2.0., parte 3, 6: Errores en la contratación de los directivos, 7: Criterios para contratar mejor, 8: Perspectivas Ejecutivas
1: Introducción, 2: Evaluación del desempeño, 3: Evaluación del desempeño, parte 2, 4: Procesos de desarrollo de altos potenciales, 5: Assessment Centres, 6: La evaluación 360º, 7: La evaluación 360º, parte 2, 8: Perspectivas Ejecutivas
1: Introducción, 2: Estilos de dirección, 3: Estilos de dirección, parte 2, 4: ¿Cómo trabajar mi promoción?, 5: ¿Cómo trabajar mi promoción?, parte 2, 6: Perspectivas Ejecutivas - Promoción
1: Introducción, 2: La retribución, 3: La retribución, parte 2, 4: 4 fallos de la política retributiva, 5: ¿Cuándo es buen momento para negociar el salario?, 6: Perspectivas Ejecutivas - Retribución, 1: Reflexiones Finales, 2: Reflexiones Finales, parte 2, 3: Perspectivas Ejecutivas - Reflexiones Finales, 1: Introducción al Examen Final, 2: Posibles Soluciones al Examen Final, Se veía venir
Course: Generating code with ChatGPT API
Modules:
Navigating Codio Assignments, How to Reset an Assignment in Codio, Codio: API_Keys, OpenAI Tokens, Introduction to chatGPT (optional download), ChatGPT-API Parameters (optional download), Enhancing ChatGPT API Interactions (optional download)
Navigating Codio Assignments, Coding With ChatGPT (optional download), Collaborative Programming with ChatGPT API (optional download), Integrating ChatGPT API with Development Environments (optional download)
Navigating Codio Assignments, Monitoring and Analyzing ChatGPT API Usage and Performance (optional download), Batch processing (optional download), Coding Project (optional download)
Course: مقدمة في التسويق عبر وسائل التواصل الاجتماعي
Modules:
مقدمة إلى شهادة محترف التسويق عبر وسائل التواصل الاجتماعي على فيسبوك, مقدمة لأنكي أودينيرت, مقدمة إلى نظرة عامة حول التسويق عبر وسائل التواصل الاجتماعي, وظائف في التسويق الرقمي, نظرة عامة على مشهد وسائل التواصل الاجتماعي, مقدمة عن التسويق, مقدمة عن التسويق الرقمي, مقدمة في التسويق عبر وسائل التواصل الاجتماعي, وسائل التواصل الاجتماعي والأعمال, وسائل التواصل الاجتماعي والمنظمات غير الربحية, تصنيف وسائل التواصل الاجتماعي, تاريخ فيسبوك, نظرة عامة على منتجات فيسبوك, خاتمة مشهد وسائل التواصل الاجتماعي
نظرة عامة حول منصات التواصل الاجتماعي, استخدام فيسبوك لتواصل الأشخاص والأعمال, المشاركة والترفيه مع فيديو على يوتيوب, تواصل على واتساب وماسنجر, تواصل وتفاعل وتعامل مع WeChat - فيديو اختياري, ابحث عن أشخاص يهتمون بما تفعله على إنستغرام, إنشاء اتصالات مهنية على لينكد إن, استخدم مقطع فيديو قصير للتواصل على تيك توك, عزز مراسلاتك مع سناب شات - فيديو اختياري, انضم للمناقشة على تويتر, اعرض منتجاتك وخدماتك على بينتريست - فيديو اختياري, تواصل مع المصالح المتخصصة على التواصل الاجتماعي - فيديو اختياري, خاتمة منصات وسائل التواصل الاجتماعي
لمحة عامة على الأهداف والتخطيط لتحقيق النجاح, ما هي أهداف التسويق ولماذا تحتاج إليها؟, إنشاء أهداف ذكية (SMART) للتسويق الخاص بك, ما هي مؤشرات الأداء الرئيسية ولماذا تحتاج إليها؟, تحديد مؤشرات الأداء الرئيسية للتسويق الخاصة بك, خاتمة على الأهداف والتخطيط لتحقيق النجاح
لمحة عامة فهم جمهورك, ما هو الجمهور المستهدف ولماذا تحتاجه؟, حدد جمهورك المستهدف, ما هي رحلة العميل ولماذا تحتاجها؟, رسم خريطة رحلة زبونك, خاتمة حول فهم جمهورك
لمحة على اختيار قنوات التواصل الاجتماعي الملائمة لك, اختر منصتك بعناية, ارسم جمهورك للمنصة الصحيحة, إدارة سياسات وسائل التواصل الاجتماعي, إنشاء سياسة وسائل التواصل الاجتماعي, استخدام مدونة الشركة الخاصة بك, إدارة مدونتك الخاصة, خاتمة اختيار قنوات التواصل الاجتماعي الخاصة بك وتهانيّ!
Course: Sustainable Supply Chains
Modules:
Welcome to the Sustainable Supply Chains Course!, Introduction to Supply Chain Management Part 1, Introduction to Supply Chain Management Part 2, Order Fulfillment Part 1, Order Fulfillment Part 2, Make-to-Stock and Make-to-Order, Managing Production and Inventory, Procurement Part 1, Procurement Part 2, Procurement Conclusion
Introduction to Creating and Managing a Sustainable Supply Chain, What is a Sustainable Supply Chain? Part 1 of 2., What is a Sustainable Supply Chain? Part 2 of 2., What is Supply Chain Transparency?, How to Close the Loop?
Introduction to Critical Supply Chains and National Interests, What is a Critical Supply Chain?, How Do National Interests Impact Supply Chains - Geopoliticial and Climate Risks, How Do National Interests Impact Supply Chains - Within Countries and Partnerships With Other Countries
Summary of Sustainable Supply Chain
Course: Understanding TikTok and Its Users
Modules:
Program Introduction: Marketing with TikTok, Instructor Introduction, Introduction to TikTok, A Short History of TikTok, A Tour Around the App & a Word About the Algorithm
Who uses TikTok, How Do People Use TikTok?, Interacting with Followers & the TikTok Community, Importance of Music, Audio, and Popular Artists, How to Create a Personal Account & Create Your First Video, Conclusion: Understanding TikTok and Its Users
Course: Operating Systems Fundamentals
Modules:
Introduction to the ATA Track, Overview of ATA Track, Advice for Completing the ATA, Course Syllabus, The Linux Environment, Shell Syntax, Getting Basic Information, Getting Help, Virtualization, Installing VirtualBox Walkthrough, Installing Ubuntu Walkthrough, Using Basic Shell Commands Walkthrough, Performing Basic Linux Tasks Review
Understanding File Systems, Standard Directories, Absolute Paths, Relative Paths, File Browsers, Creating and Removing Directories, Listing Files and Directories, Working with Files, Using grep, whereis Command, find Command, Archiving, Working with Directories Walkthrough, Searching for Files with Find Walkthrough, Performing Backups Walkthrough, Managing the File System in Linux Review
The vim Command, The cat Command, diff, vimdiff and wc, aspell, tr and Redirecting Output, LS with Wildcards, Using grep with Expressions to Find Numbers, Using grep with Expressions to Find Letters, Using grep with Expressions to Find Special Characters, cut Command, sort Command, TextUtil Commands, Creating Text Files Using Vim Walkthrough, Editing Text Files in Command Mode walkthrough, Searching Text Files Walkthrough, Applying textutil Commands to Modify the Output Walkthrough, Working with Text Files Review
Creating User Accounts, Modifying User Accounts, Deleting User Accounts, Passwords, Groups, User Profiles, The Skeleton Directory, Creating User and Group Accounts Walkthrough, Configuring User Profiles Walkthrough, Configuring a New User Account Walkthrough, Managing Group Accounts Walkthrough, User and Group Accounts Review
Permissions, Effective Permissions, chmod Command, Default File and Directory Permissions, chown Command, Special Permissions, chattr and lsattr Commands, Modifying File and Directory Permissions Walkthrough, Modifying File and Directory Ownership Walkthrough, Setting User Access to Files Walkthrough, Managing Linux Permissions and Ownership Review
Starting and Stopping Linux Walkthrough, Managing Jobs and Processes Walkthrough, Managing Timing of Jobs and Processes Walkthrough, Managing Jobs and Processes Review
Creating Partitions Walkthrough, Mounting File Systems Walkthrough, Maintaining the Linux File System Walkthrough, Managing Partitions and the Linux File System Review
Configuring System Log Settings Walkthrough, Configuring rsyslogd as a Central Log Server Walkthrough, Managing System Services Review
Capstone Introduction, Capstone Instructions
Course: Evaluating User Interfaces
Modules:
Introduction to Evaluating User Interfaces and Evaluation in the UI Design Process, Evaluating User Interfaces: An Introduction
Evaluation without Users:  Introduction, Action Analysis:  GOMS and Informal Action Analysis, Case Example:  Action Analysis, Assignment Video:  Action Analysis Assignment, Cognitive Walkthroughs
Assignment Video:  Cognitive Walkthrough Assignment, Introduction to Heuristic Evaluation, Nielsen's Heuristics (Part 1), Nielsen's Heuristics (Part 2), Nielsen's Heuristics (Part 3), Assignment Video:  Heuristic Evaluation, Wrap-up Lecture:  Evaluation without Users
Introduction to User Testing, User Testing Goals:  Formative and Summative Evaluation, Usability Lab Tour, Usability Lab Example 1 - User 1, Usability Lab Example 1 - User 2, Usability Lab Example 2 - User 1, Usability Lab Example 2 - User 2
Ethics in User Evaluation, Drafting a User Test Plan, Field Study Case Example:  ShareTable Deployment, Assignment Video: User Test Plan
Eye-Tracking: Introduction and First Demonstration, Eye-Tracking: Second Demonstration, Eye-Tracking: Review, Eye-Tracking: Discussion and Conclusion, Field Studies, Alpha Releases, and A/B Tests, Controlled Field Experiments, Industry Practice: Massive A/B Testing (Interview with Ronny Kohavi), Log Analysis in Evaluation
Usability Goals and Measures, Evaluating User Interfaces: Course Recap
Course: Minimal API Development with ASP.NET Core
Modules:
Introduction, HTTP API Principles
Install Visual Studio 2022 Community Edition, Install .NET 7.0, Set Up GitHub Account, Install and Explore Postman
Section Overview, Create Data Models, Add Entity Framework, Create Database Migration, Add Default Data, Review and Update GitHub
Create ASP.NET Core API Project with Visual Studio, Tour Project, Configure CORS, Review and Update GitHub
Section Overview, Create CRUD Endpoints, Set Up DataContext Build Configuration, Scaffold Endpoints, Add Data Transfer Objects, Add AutoMapper, Refactor Endpoints with DTOs, Add Generic Repository - Part 1, Add Generic Repository - Part 2, Refactor Endpoints with Repository, Additional Endpoints, Review and Update GitHub
Section Overview, Methods of API Authentication, Extend User Class, Add Identity and Seed Users, Add Login Endpoint, Configure JWT Authentication, Add JWT to Login Response, Add Register Endpoint, Protecting Endpoints - Part 1, Protecting Endpoints - Part 2, Review and Update GitHub
Add Validations - Fluent Validation, Handle File Uploads, Add HTTP Request Filters (.NET 7)
Conclusion
Course: Object-Oriented Hierarchies in Java
Modules:
Course Overview
Introduction to Relationships in O-O, An Inheritance Example, Polymorphism, Experience the Lab Environment, Inheritance, Implementing the Cargo Class, Association, Class Hierarchies, Finding Classes
Review of Inheritance, java.lang.Object, A look at the JavaDoc, Implementing equals and hashCode methods, Implementing the toString method, Inheritance in Java, Overloading and Overriding, Overriding Example, Constructors, Challenges, Lab Solution Summary, Lab Solution Summary
Abstract Classes - Why and When?, Abstract Classes Demo, Syntax Review, Design Decisions, Abstract Classes and Reference Types, Casting, Lab Solution Summary
Interfaces vs Abstract Classes, Implementing and Using Interfaces, Vehicle Polymorphism Example, The Vehicle Demo, Extending Interfaces, Designing With Interfaces, Evolving the Vehicle Interface - Default & Static Methods, Lambdas and Functional Interfaces (w/ Module Summary), Using Lambdas in the Vehicle App, Lab Solution Summary
Polymorphism, Lab Solution Summary
Course: مقدمة عن مخاطبة الجمهور - باللغة العربية
Modules:
!مرحبًا, نظرة عامة على الدورة التدريبية والمهمة, نظرة عامة على الأسبوع الأول, ما البلاغة؟, مواقف بلاغية, مبادئ البلاغة, الخطاب هو وسيط طبيعي لنقل الصوت, لا تفكّر في التحدّث كما تفكّر في الكتابة, ما الكيفية التي نتحدث بها؟, من السهل فهم الإلقاء الجيد, مراجعة الأسبوع الأول, نموذج لخطاب تمهيدي, تسجيل فيديوهات تحوي خطابات جيدة
نظرة عامة على الأسبوع الثاني, نظرة عامة على النقاط الرئيسية للخطاب, عنوان النقاط الرئيسية للخطاب, مكونات فكرة لا تُنسى, هل يمكنك سماع هذه المكونات؟, التخطيط والاسترسال, إيجاد نقاط رئيسية: الموضوعات, إيجاد نقاط رئيسية: كم عدد النقاط؟, ترتيب النقاط الرئيسية: ترابط الأفكار, ترتيب النقاط الرئيسية: التنسيق والتميز, إعداد نقاط رئيسية بأسلوب معين: الصياغة, خطاب حول النقاط الرئيسية لتحليله, خطاب محسّن حول النقاط الرئيسية (اختياري), مراجعة الأسبوع الثاني
نظرة عامة على الأسبوع الثالث, إيجاد الدعم الصحيح, مناقشة أمثلتك بإيجاز, عرض فكرتك الرئيسية, أداء نموذجي لإحدى النقاط الرئيسية, إلقاء الضوء على أجزاء الخطاب, مقدمات, الانتقالات, الاستنتاجات, خطاب حول النقاط الرئيسية مع تحديد أجزاء الخطاب (اختياري), مراجعة خطابك, التدرب على خطابك وتذكّره, مراجعة الأسبوع الثالث, خطاب موجز نموذجي
نظرة عامة على الأسبوع, ما التخوف من مخاطبة الجمهور؟, أسباب التخوف من مخاطبة الجمهور, الحد من التخوف من مخاطبة الجمهور, مثال على التخوف من مخاطبة الجمهور, تحليل المثال, التحكم في النفس, أسلوب الإلقاء, نبرة (حدة) الصوت, المعدل والتوقفات, الإيماءات, الحركة, خطاب موجز, خطاب مُحسّن (اختياري), مراجعة الأسبوع الرابع
مراجعة الدورة التدريبية, دورات تدريبية أخرى موصى بها, نموذج لخطاب حول النقاط الرئيسية
Course: 品读道家的智慧
Modules:
绪论
道家的渊源, 道家的宗旨：清, 道家的宗旨：虚, 道家的宗旨：卑, 道家的宗旨：弱
老子其人, 老子其书：《道德经》
上善若水：水善利万物而不争, 居善地与心善渊, 与善仁与言善信, 上善若水：正善治和事善能, 上善若水：动善时, 反者道之动：返璞归真与反向思维, 反者道之动：相反相成之无用之用, 反者道之动：相反相成之无为之为, 反者道之动：祸福相依
庄子其人, 庄子其书：《庄子》
庄子之境界, 认识论之齐万物, 认识论之齐是非, 认识论之齐生死, 实践论之技尽乎道
Course: Power BI Fundamentals
Modules:
Course Overview, Learner Files, Power BI Tools & Apps - Download, On-Object Interaction, Power BI Walkthrough, Power BI Overview, Retail Data Set Overview
Introduction - Power Query, What is Power Query, Import & Load Data, Transform Data - Store Details - Fill & Merge Columns, Transform Data - Store Details - Text Columns, Transform Data - Select Columns & Filter Rows, Transform Data - Unpivot Data, Transform Data - Change Data Types, Transform Data - Pivot Data, Add Columns, Manage Queries, Advanced Power Query, Load Queries to the Data Model
Introduction, Data Modeling & Database Normalization, Fact & Dimension Tables, Create Data Model, DAX & DAX Measures, Create Basic DAX Measures, Data Model Best Practices
Week 1 Challenge
Introduction, Visualizing With Context, Create Sales Column Chart, Create Sales Map & Ribbon Chart, DAX Calculated Columns, Create DAX Calculated Columns, Recreate Total Gross Margin with SUMX(), Date Dimension, Create Total Sales YTD with Quick Measures., Create & Format Card Visual for DAX Measures, Filter Report with Slicers & Filter Pane, Cross Filter & Edit Chart Interactions, Use CALCULATE() to Filter Measures
Introduction, Add Retail Cost Fact Table, Create Basic DAX Measures - Retail Cost, Create Scatter Chart, Create KPI Card, Create Table Visual, Create Difference from Target DAX Measure, Add Date Slicer
Introduction, Sync Slicers Across Pages, Add Zoom Sliders to Visuals, Conditional Formatting - Data Bars & Icons, Conditional Formatting - Background Gradient & Rules, Conditional Formatting - % of Target, Reset Report Page with a Bookmark, Set a Bookmark to Highlight an Insight, Link a Bookmark to a Button, Drillthrough from Sales to Cost, Apply a Custom Theme
Week 2 Challenge
Introduction, Power BI Service Overview, Publish a Report to the Power BI Service, Workspaces & Apps, View a Report, Explore a Dataset, Create a Dashboard, Interact with Dashboard Q&A, Link a Scorecard to Report Metrics, Share Your Reports
Summary
Final Assessment
Course: Gemini in Google Docs - Italiano
Modules:
Introduzione a Gemini in Documenti Google, Crea contenuti con Gemini, Modifica i prompt e perfeziona il testo, Correggi documenti, Attività spiegata
Course: Building Web Applications in Django
Modules:
Welcome to the Course, Understanding Model View Controller (MVC), Django Data Models, Django Migrations, Walkthrough: Using a Django Model in the Shell, Resetting Your Sqlite3 Database, Dr. Chuck Sings with the Jango James band, Ann Arbor, MI, Face to Face Office Hours in San Francisco, CA
URL Routing in Django, Django Views, Inside Django Views and HTML Escaping in Django, Using Templates in Django, The Django Template Language (DTL), Inheritance in Django Templates, Reversing Django Views and URLs, Face to Face Office Hours - Orlando, FL, Face to Face Office Hours Breda, NL
Python Objects (PY4E Chapter 14 Part 1), Python Objects (PY4E Chapter 14 Part 2), Python Objects (PY4E Chapter 14 Part 3), Python Objects (PY4E Chapter 14 Part 4), Django Generic Views, Bjarne Stroustrup - The Inventor of C++, Face to Face Office Hours, CapeTown, South Africa
Forms, GET, POST, and HTTP, Building HTML Forms, Forms and Cross Site Request Forgery (CSRF), CSRF Support in Django, The POST Refresh Pattern, Implementing POST Redirect in Django, Face to Face Office Hours, London, England, Face to Face Office Hours Kyoto, Japan
Course: Deep learning in Electronic Health Records - CDSS 2
Modules:
Welcome Video - Deep Learning in Electronic Health Records, Deep Learning and Artificial Intelligence, Multi-Layer Perceptron, Training a Multi-Layer Perceptron, Optimization of a Multi-Layer Perceptron (Part 1), Optimization of a Mutli-Layer Perceptrion (Part 2), Preprocessing of ECG Signal
Validation of Machine Learning Models, Convolutional Neural Networks, Recurrent Neural Networks
Benchmark Deep Learning Models with EHR - Part 1, Benchmark Deep Learning Models with EHR - Part 2, Imputation Strategies, Deep Learning Imputation Strategies
Categorical and Continuous Variables, Bayesian Target Encoding, Encodings Inspired from NLP, Other Types of Embeddings