dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Cost Accounting: Profit and Loss Calculation
Modules:
Tasks of profit and loss calculation, Nature of expense method, Cost-of-sales method
Comparison of income statements and financial accounting, Comparing operating income under absorption and variable costing, Comparing operating income for multiple periods, Incentives for undesirable buildup of inventory under absorption costing
Simple contribution margin accounting, Multi-leveled contribution margin accounting
Course: Global Arctic
Modules:
Introduction to the GlobalArctic MOOC
Introduction to the week 1, Global warming and its effects on the Arctic, Climate effects of other pollutants (black carbon, methane), Global warming, permafrost thawing and its effects on the Arctic, Impacts of global warming on Arctic biota, The effects of Arctic climate change on the Earth system, Impacts of Arctic climate change on the world, Conclusion to the Week 1
Introduction to the Week 2, Oil, gas and coal resources exploitation in the Arctic, 2.3 Mineral resource exploitation in the Arctic, Arctic Fisheries in an uncertain future, The opening of the Arctic to commercial shipping, Infrastructure development and urbanization, Tourism, Conclusion to the week 2
Introduction to the week 3, The Arctic as frontier, Early industrialization of the Arctic, The Arctic of the Cold War, The Post-Cold War Arctic, The Asian Arctic, Conclusion to the Week 3
Introduction to the week 4, The colonized Arctic and the indigenous peoples, Russia and Norway: Bilateral relations in the Arctic, The Arctic 8 (Arctic Council and observers), China and the Arctic, Europe and the Arctic, UNCLOS and legal regime in the Arctic, Conclusion to the Week 4 and Final Words
Course: Introduction to Gemini for Google Workspace - Español
Modules:
Introducción a Gemini para Google Workspace, ¿Qué es la IA generativa?, Funciones de Gemini para Google Workspace
Course: Fundamentals of Graphic Design
Modules:
Course Welcome, Why Peer Review?, Peer Review Tips, How to apply feedback
Introduction to Imagemaking, Denotative Imagemaking 1, Denotative Imagemaking 2, Techniques of Imagemaking 1, Techniques of Imagemaking 2, Techniques of Imagemaking 3, Process, Generation, Iteration, Imagemaking Demo 1: Printing with an Object, Imagemaking Demo 2: Duct Tape Prints, Imagemaking Demo 3: Improvised "Light Table", Example Submissions from Brief 1.1: Explorations in Imagemaking, Connotative Imagemaking 1, Connotative Imagemaking 2
Introduction to Typography, The Anatomy of Letters, Words and Spacing, Type Size: The Point System, Typesetting Text, Typefaces, Fonts and Type Families, Typeface Categories, Denotation in Type, Connotation in Type, Looking at Letterforms, Experimenting with Letterforms, Typographic Composition
Introduction to Shape & Color, Graphic Shapes, Visual Contrast, Marks, Icons, and Symbols, Negative/Positive, Figure/Ground, Working with Color, The Color Wheel, Mixing Color: Paint, Print and Screen, Rhythm and Pattern 1, Rhythm and Pattern 2
Introduction to Composition, Principles of Composition, Visual Contrasts, Single Contrasts, Multiple Contrasts, Type Contrasts, Image Contrasts, Example Submissions from Brief 4.1: Single Contrasts, Composition in a Single Image, Cropping and Hierarchy, Composition in Context, Conclusion
Choosing a design program, Building your portfolio, Design portfolio tips, Writing your artist statement
Course: Essential Design Principles for Tableau
Modules:
Course Introduction, The Human Brain and Data Visualization, Cognitive vs Perceptual Design Distinction, Introduction of Effective and Ineffective Visuals, Types of Visualizations, Examples of the Types of Visualizations in Tableau, Practicing Good Ethics in Data Visualization, Ineffective Visuals and How to Improve Them
Visual Perception and Cognitive Principles Introduction, Cognitive Load and Clutter, Principles of Visual Perception, Strategic Use of Contrast, Pre-Attentive Attributes of Visualizations, Color as a Pre-Attentive Attribute, De-Cluttering Exercise
Design Best Practices Introduction, Gestalt Principle: Proximity, Leveraging Pre-Attentive Attributes, Accessible Visualizations, Aesthetics, Design and Exploratory Analysis Introduction, What is Exploratory and Explanatory Analysis?, Case Study: Anscombe's Quartet, Identifying Outliers, Constructing a Control Chart
Design For Understanding Introduction, Know Your Audience(s), Design For Purpose, Data, Relationships, and Design, Static Versus Interactive Visualizations, Multiple, Connected View, Language, Labeling, and Scales, Visual Lies and Cognitive Bias, Final Thoughts
Course: Linux System Programming and Introduction to Buildroot
Modules:
Linux Overview, Linux Command Line, Advanced Linux Command Line, Scripts, Assignment 1 Overview, Course Introduction, Course Format, Licensing, Environment Setup, System Programming, Linux Filesystems, Processes and Threads, Users and Groups, System Programming and Error Handling, Embedded Linux Toolchain Overview, Logging and Syslog, Assignment 2 Overview
Linux File I/O, Linux File I/O: Reading and Writing Files, Linux File I/O: Additional Topics, Process Management, Processes and Daemons, Assignment 3 Part 1: System Calls Overview and Demo, Linux Kernel Overview, Embedded Linux and Emulation Overview, Building the Linux Kernel, Linux Root Filesystems, Assignment 3 Part 2: Manual Linux Overview and Demo
Threads and Multithreading, Synchronization, Assignment 4 Part 1: Threading Overview and Demo, Introduction to Buildroot, Buildroot Builds, Buildroot Tips, Buildroot Tips Part 2, Assignment 4 Part 2: Buildroot Demo, Signals Overview, Signal Management
Time, Sleeping and Timers, Sockets, Assignment 5 Part 1: Native Socket Server, Assignment 5 Tips, Linux System Initialization, Embedded Debug Strategies, Assignment 5 Part 2: Embedded Socket Server
Course: 软件工程
Modules:
课程宣传片, 课程简介, 软件的定义及特点, 软件工程的起源和概念, 软件开发的本质和基本手段, 软件工程框架, 软件生存周期过程的概念, 软件生存周期过程的分类, 软件生存周期模型的概念, 常见的软件生存周期模型
需求的作用, 需求的定义, 需求的分类, 需求发现, 需求规约的概念和格式, 需求规约的作用, 【补充】项目的需求及需求规约
结构化分析方法的概念, 结构化分析模型, 结构化分析过程, 需求规格说明书, 【补充】结构化分析案例, 【补充】需求验证, 结构化设计概念, 初始模块结构图的设计, 初始模块结构图精化的原则, 【补充】总体设计案例
初始模块结构图精化的启发式规则, 接口设计, 数据设计, 详细设计工具, 软件设计规约, 结构化方法总结, 【补充】软件设计评审
面向对象的概念, UML的概念, 表达客观事物的术语——类, 表达客观事物的术语——接口及其他, 控制复杂性的术语——包, 表达关系的术语——关联, 表达关系的术语——泛化、细化、依赖及如何使用
UML的模型表达工具_概述, UML的模型表达工具_静态建模——类图, UML模型表达工具_动态建模——用况图, 顺序图, 状态图, UML总结
面向对象分析概述, 识别类, 识别属性和操作, 识别对象之间的关系, 面向对象设计概述, 问题域部分的概念, 如何进行问题域部分的设计
人机交互部分的设计, 控制驱动和数据管理部分的设计, 程序设计范型和面向对象编程语言的特点发展, 如何选择编程语言, 敏捷开发概述, 极限编程, 敏捷设计, Scrum模型
软件测试的概念, 软件测试过程模型和原则, 白盒测试技术, 黑盒测试技术, 软件测试的步骤
项目管理的概念, 项目管理框架和要素, 软件项目管理的概念, CMM概念及发展, CMM的基本内容, CMM五级标准, ISO9000标准
软件开发工具及环境的定义, 工具集成模型, 常用的软件开发工具和环境
Course: Understanding Large Language Models in Business
Modules:
Introduction & Meet the Instructor, Defining Large Language Models (LLMs), Evolution of LLMs Over the Last Decade, The Key Concepts in LLM Technology: Token and Embedding, The Key Concepts in LLM Technology: Transformers and Self-Attention, Can LLMs do the Programming for You?, Prompt Engineering for Defeating Hallucination, Can LLMs Automate Marketing Content for you?, Fast Track of the AI Landscape, Opportunities with LLMs, Fast Forward: 10 Challenges with LLMs (Part 1/2), Fast Forward: 10 Challenges with LLMs (Part 2/2), Solving: Is Prompt Engineering All That You Need?, Build a roadmap to implement LLMs in your business, Continuous Learning and Exploration of LLMs, Recap of Key Concepts and Insights for understanding LLMs, Conclusion and Takeaways: The Future of LLMs: (Bigger, Better, Stronger?)
Course: More C# Programming and Unity
Modules:
Course Introduction, Navigating a Coursera Course (optional), Meet the Instructor (optional), Lesson Introduction, Booleans, If Statements, Switch Statements, Timers, Spawning Teddies, Tagged Destruction
Lesson Introduction, Mouse Position Processing, Working for the Clampdown, Mouse Button Processing, The Input Manager, Mouse Button Processing Revisited, Stop the Madness, Keyboard Processing, Gamepad Processing
Lesson Introduction, For Loops, Nested For Loops, While Loops, Collision-Free Spawning, Nesting and Boxes
Lesson Introduction, Arrays in Theory, Arrays in Practice, Why We Start at Zero, Lists, Adding a DLL, For Loops with Lists, Backwards For Loops, Foreach Loops, Ted the Collector, Blowing Up Teddies, Take 1, Blowing Up Teddies, Take 2, Ted the Collector Revisited, Finishing Up
Course: Introduction to Image Generation - Italiano
Modules:
Introduzione alla generazione di immagini
Course: Engineering Project Management: Initiating and Planning
Modules:
Meet the Professors, Introduction to Specialization
Introduction and Objectives, Introduction to Project Management, Key Elements of Project Management, Program and Portfolio Management, Ethics, Ethics Work Process, Kaz and Tom Weekly Conclusion
Introduction and Objectives, Project Organizations - Introduction, Project Organizations - Matrix, Project Organizations - Project-Oriented, How to Select an Organization, Project Management Processes, PM as a Leader, Kaz and Tom Weekly Conclusion, Case Introduction and Overview, Project Organization Chart Assignment
Intro and Objectives & Defining Stakeholders, Identifying Stakeholders, Stakeholder Management Plan, Managing Stakeholder Engagement, Monitoring Stakeholder Engagement, Kaz and Tom Weekly Conclusion, Project Stakeholder Register Assignment
Introduction and Objectives, Developing a Project Charter, The Project Charter Itself, Project Management Plan, Manage and Control Work, Kaz and Tom Weekly Conclusion, Project Charter Assignment
Peer Review Assignments, Course Conclusion
Course: Google Docs 日本語版
Modules:
コースの概要, アジェンダ
Google ドキュメントの紹介
Google ドキュメントの作成, 演習 1 と 2 の説明
Google ドキュメントを活用する, リンクとブックマークを追加する, 画像、表、図, 演習 3 の説明, リンクされたグラフを挿入する
Google ドキュメントを共有する, 演習 4 の説明, Google ドキュメントを公開してダウンロードする, 演習 5 の説明
Google ドキュメントで共同作業する, 演習 6 の説明, Gmail および Chat との統合
Google ドキュメントのツール, Google Explorer を使用する, Google ドキュメントのその他の機能
ビジネス上の課題の概要, ビジネス上の課題の説明, まとめ
Course: AWS: Threat Detection, Logging and Monitoring
Modules:
Course Introduction, Course pre-requisites, Security in AWS, Shared Responsibility Model, Incident Response, Lab - Dealing with compromised AWS IAM Users, Lab - Best security practices for managing EC2 Instances, Lab - EC2 Encryption with Key Pairs, Lab - Monitoring EC2 Instances, Lab - AWS GuardDuty
Cloud Monitoring tools, Lab - Working with CloudWatch Logs, Lab - Using Cloudwatch Agents, Lab - Working with Simple Storage Service - Access Logs, Lab - Working with CloudTrail, Lab - CloudTrail - Cross Account Logging, Lab - VPC Flow Logs, Lab - Working with AWS Athena
Course: Fundamentals of Big Data
Modules:
Course Introduction And Objectives, Module Introduction And Objectives, Introduction To Large Data Sets, Large Data Sets In Your Reading, Introduction To Big Data Strategies, Big Data Strategies In Your Reading, Introduction To Big Data Technologies, Big Data Technologies In Your Reading, Module 1 Summary
Module Introduction And Objectives, Introduction To Volume, Big Data Volume In Your Reading, Introduction To Velocity, Velocity In Your Reading, Introduction To Variety, Variety In Your Reading, Hands-On: Add Data in Your AWS Environment, Module 2 Summary
Module Introduction And Objectives, Introduction To Data Ingestion, Data Ingestion In Your Reading, Introduction To Data Persistence, Data Persistence In Your Reading, Introduction To Computing And Analysis, Computing And Analysis In Your Reading, Introduction To Visualization, Visualization In Your Reading, Module 3 Summary
Course: Strategic Management
Modules:
Introduction, On Strategic Management, The world ahead, How External Analysis affects Strategy, External Analysis affects strategy, Competitive Analysis
Internal Analysis, Core and Non-Core Activities, Integrated Value Chains, Key Competences
Approaches to Strategy Development, External Analysis Example, Resource-Based View (RBV) Strategy Example, Recording of Live Session - Strategic Management on 22-09-29 20:12:07 [13:00]
Why strategies fail, On VUCA, The Interactive Nature of Business, Strategy Stress Test, Strategic Monitoring
Levels of Strategy Formulation, Corporate Strategy, Business Unit Strategy, Functional Level Strategy, Strategic Formulation vs Implementation
Course: Introduction à la théorie de Galois
Modules:
Vidéo 1 : présentation, Vidéo 2 : survol historique, Vidéo 3 : polynômes, Vidéo 4 : polynômes, suite, Vidéo 5 : caractéristique
Vidéo 1 : algébricité, transcendance, Vidéo 2 : extensions de corps, Vidéo 3 : extensions de corps, suite, Vidéo 4 : corps algébriquement clos, Vidéo 5 : élément primitif, Complément sur les espaces vectoriels
Vidéo 1 : polynôme minimal et conjugués, Vidéo 2 : extensions de corps et conjugués
Vidéo 1 : corps finis, Vidéo 2 : élément primitif et corps finis, Vidéo 3 : construction de corps finis
Vidéo 1 : théorie des groupes, Vidéo 2 : groupes quotients
Vidéo 1 : correspondance de Galois, Vidéo 2 : extensions galoisiennes, Vidéo 3 : correspondance de Galois, suite, Vidéo 4 : Galois et groupe symétrique, Vidéo 5 : Galois pour les corps finis
Vidéo 1 : groupes résolubles, Complément I sur les sous-groupes transitifs résolubles de Sp, Complément II sur les sous-groupes transitifs résolubles de Sp
Vidéo 1 : cyclotomie, Vidéo 2 : théorie de Kummer, Complément : deux exemples de calcul
Vidéo 1 : critère de résolubilité I, Vidéo 2 : critère de résolubilité II, Vidéo 3 : le cas des équations de degré premier, Complément sur les anneaux quotients et idéaux
Vidéo 1 : réduction mod p faible, Vidéo 2 : réduction mod p forte, Complément : retour sur un exemple de calcul, Complément sur le théorème de Cebotarev
Vidéo 1 : exemples de calculs, Vidéo 2: cyclotomie sur Q
Course: Employee Relations
Modules:
HRCI Human Resources Associate Professional Certificate Introduction, Course Overview: Employee Relations, Instructor Introduction Video, Weekly Introduction: Introduction to Employee Relations, Mission, Vision and Values, Developing a Mission Statement, Developing a Vision Statement, Core Competencies, Developing a Value Statement, Ethics Codes, Creating an Effective Ethics Code, Employee Communications, The Employee Handbook, Company Meetings and Other Communication, Company Training, Employee Relationships, Weekly Review: Introduction to Employee Relations
Weekly Introduction: Employee Engagement, Inclusive Culture Introduction, Creating an Inclusive Culture, Diversity and Inclusion, Diversity and Inclusion Initiatives, Inclusion Initiatives Introduction, Employee Communication, Employee Involvement, Employee Feedback, Work-Life Balance, Employee Relations Programs, Example: Creating an Inclusive Culture, Employee Engagement Introduction, Measuring Employee Satisfaction and Engagement, Example: Evaluating  Engagement, Weekly Review: Employee Engagement
Weekly Introduction: Performance Management, Performance Management Systems, The Performance Management Cycle, Key Performance Evaluation Characteristics, Management by Objectives, Performance Appraisal Methods, Behavioral Performance Appraisal, Comparison Performance Appraisal, Rating Performance Appraisal, Narrative Performance Appraisal, Rating Methods, Feedback and Appraisals, The Appraisal Process, Example: Performance Appraisal, Introduction to Workplace Discipline, Progressive Discipline, Positive Discipline, Disciplinary Records, Terminating Employment, Avoiding Legal Trouble, Example: Workplace Discipline and Termination, A Variety of Workplace Conflicts, Handling Difficult People, Dangerous Workplace Conflict, Preventing Workplace Violence, Union Contract Grievance, Healthy Workplace Conversations, Weekly Review: Performance Management
Weekly Introduction: Business Continuity, Basic Goals of HRM, SMART Goals, Strategic Planning, Introduction to Organizational Structures, The Functional Organization, The Divisional Model, The Matrix Organization, The Network (Cluster) Organization, Functional Business Areas, Flexible Work Strategies, Keeping Records, HR Related Documents, Employee's Rights, OSHA and Record Keeping, Posting and Training, Weekly Review: Business Continuity, Congratulations!
Course: Introduction to Responsible AI - 简体中文
Modules:
负责任的 AI 简介
Course: Matrix Methods
Modules:
Matrix: Tabular Data, Matrix Multiplication, Supplement: Matrices in Python/Numpy
Matrix as Mathematical Objects, Matrix Transpose, Supplement: Matrix Transpose in Python
Systems of Linear Equations, Solution of Linear Equations via Elimination, LU Decomposition: Matrix is a Product of Simple Matrices, Supplement: Solve Linear Equations in Python
Orthogonality and Inner Product., Linear Least Squares: Best Approximation, Least Distance -> Orthogonality -> Normal Equations, Example: Approximate Curve Fitting
S V D, Latent Semantic Indexing
Course: AR for web using JavaScript
Modules:
AR in learning - Web AR: PlayCanvas, Introduction to HTML5 and WebGL, Web AR and open source, Web AR projects: How to understand scope, Web AR projects: The software development life cycle for learning, Web AR projects: Asset management and version control  best practices, Introduction to PlayCanvas and Web AR, PlayCanvas interface tour, How to create a simple app: Get started, How to create a simple app: Add markers, How to create a simple app: Add interactivity, How to create a simple app: Preview and publish, Version control, Blender interface tour, How to modify three-dimensional content in Blender, How to create textures and materials in Blender, How to upload and import assets into PlayCanvas, Materials and textures in PlayCanvas, part 1, Materials and textures in PlayCanvas, part 2, How to work with 2D graphics
Code Editor quick tour, How to read a script, Create a script, How to work with script attributes, part 1, How to work with script attributes, part 2, How to use events to communicate between scripts, How to use developer tools to debug scripts, part 1, How to use developer tools to debug scripts, part 2
How to set up your AR project in PlayCanvas, How to adjust the scene settings in an AR project, How to work with scene components: Background and Camera, How to work with scene components: Lighting, How to work with scene components: Sound and audio, part 1, How to work with scene components: Sound and audio, part 2, How to work with scene components: AR Camera and pattern marker, How to work with scene components: Loading and unloading, HTML, font, and CSS assets, part 1, HTML, font, and CSS assets, part 2, How to work with animations, How to use physics in PlayCanvas, How to work with user input, PlayCanvas components related to AR, How to determining performance: Profiler panel and mini stats
AR Web development end-of-course project: build your heart, Gather your assets
Course: How Music Can Change Your Life
Modules:
Course introduction, Unit 1 introduction - part 1of 2, Unit 1 introduction - part 2 of 2, Neuroscience perspective - introduction, Neuroscience perspective, Introducing Dr Patsy Tan, Working in hospitals, Live and recorded music, The art of offering music to patients
Unit 2 introduction - part 1 of 2, Unit 2 introduction - part 2 of 2, Cognitive psychology - introduction, Cognitive psychology perspective, Introducing Professor Gary McPherson, How music motivates the mind - part 1 of 2, How music motivates the mind - part 2 of 2
Unit 3 introduction - part 1 of 2, Unit 3 introduction - part 2 of 2, Psychodynamic therapy perspective - introduction, Psychodynamic therapy perspective, Introducing Benedikte Scheiby, The work of Mary Priestley, Individual music therapy, Music and emotions, Research and theoretical foundations
Unit 4 introduction - part 1 of 2, Unit 4 introduction - part 2 of 2, Communicative musicality perspective, Introducing Dr Stephen Malloch, We are all musical, Being present in music
Unit 5 introduction - part 1 of 2, Unit 5 introduction - part 2 of 2, Music and community with a Norwegian rock band, Introducing Dr Gary Ansdell, Inviting people into music, Fostering musical togetherness, What is musicking?
Unit 6 introduction - part 1 of 2, Unit 6 introduction - part 2 of 2, Cultural studies perspective introduction, Cultural studies perspective, Introducing Richard Frankland, Music and voice, Music as teacher
Closing remarks, Interview with Mirza Arfina
Course: Operations and Process Management
Modules:
Course Overview, Instructor Introduction, Module 1 Introduction, Overview of Performance Improvement Methodology Part 1, Overview of Performance Improvement Methodology Part 2, Overview of Performance Improvement Methodology Part 3, Understanding the As Is and Should Be Environments Part 1, Understanding the As Is and Should Be Environments Part 2, Prioritizing Gaps, Building Action Plans, and Measuring and Monitoring Part 1, Prioritizing Gaps, Building Action Plans, and Measuring and Monitoring Part 2
Module 2 Introduction, Six Sigma, ISO, and Baldrige Movements Part 1, Six Sigma, ISO, and Baldrige Movements Part 2, Reengineering Tools (Part I), Reengineering Tools (Part I) Continued, Reengineering Tools (Part II), Reengineering Tools (Part II) Continued, Reengineering Tools (Part II) Continued_1
Module 3 Introduction, Process Mapping Part 1, Process Mapping Part 2, Historical Data Collection Techniques Part 1, Historical Data Collection Techniques Part 2, Historical Data Collection Techniques Part 3, Performance Measures Part 1, Performance Measures Part 2, Performance Measures Part 3
Module 4 Introduction, Managing Business Risk Part 1, Managing Business Risk Part 2, Project Management Part 1, Project Management Part 2, Billing Process Case Part 1, Billing Process Case Part 2, Billing Process Case Part 3
Module 5 Introduction, Checklist for Excellence in Business Processes Part 1, Checklist for Excellence in Business Processes Part 2, Excellence in Business Process Game Part 1, Excellence in Business Process Game Part 2, Excellence in Business Process Game Part 3, Trade Association Case Study Part 1, Trade Association Case Study Part 2
Module 6 Introduction, Discussion of Action Plans Part 1, Discussion of Action Plans Part 2, Discussion of Action Plans Part 3, Discuss Change Management Part 1, Discuss Change Management Part 2, Discuss Change Management Part 3, Human Resource Exercise - Consumer Products Case Part 1, Human Resource Exercise - Consumer Products Case Part 2
Module 7 Introduction, ROI Overview Part 1, ROI Overview Part 2, ROI Overview Part 3, ROI Computation Scenario Part 1, ROI Computation Scenario Part 2, Quantified Results Exercises Part 1, Quantified Results Exercises Part 2, Quantified Results Exercises Part 3
Module 8 Introduction, Operations and Tech Trends Part 1, Operations and Tech Trends Part 2, Operations and Tech Trends Part 3, Technology Insights Part 1, Technology Insights Part 2, Class Summary Part 1, Class Summary Part 2, Class Summary Part 3
Summative Course Assessment
Course: Python Project for Data Science
Modules:
HTML for Webscraping, Webscraping
Course: Security Management and Governance
Modules:
Introduction to Security Management and Governance, Introduction to incident management and response, When things go wrong, Incident management, Planning for failure, Developing resilience, Week 1 summary
Week 2 introduction, Identifying an incident, Incident response teams, Incident response actions, Reporting incidents, How to learn lessons from incidents, Week 2 summary
Introduction to People and Cyber Security, Surely, we know who people are?, Who and what are we seeking to secure?, Developing Management Strategies for People, Vetting and Contracting, Developing awareness and ‘Good’ practice, Week 3 summary
Week 4 introduction, Why is trust important?, A trusting organisation, A security management ecosystem, How does security management change from a people-orientated perspective?, Aren’t people just really annoying?, Week 4 summary
Course: Utilizar Diseño Para Crear Soluciones de Negocio Innovadoras
Modules:
Bienvenida, Adquiriendo perspectiva y testeando con prototipos, Gestionando el sesgo en el proceso de diseño, Las cinco etapas del design thinking, Orador Invitado: Melanie Arens, Por qué contratamos y despedimos productos
Introducción a la Segunda Semana: Elegir un modelo de negocio para llevar tu solución al mercado., Cambio incremental vs Innovación radical, Orador invitado: Manoj Chiba, Innovadores exitosos en modelo de negocios, Innovadores de modelo de negocios sustentable
Introducción a la Tercera Semana: Herramientas de diseño para hacer evolucionar su modelo de negocio en el mercado, Encontrando el ajuste perfecto: problema-soluciones, producto-mercado, y comercial, Orador Invitado: Beata Giermasinska, Modelo de valor compartido, Definiendo un embudo de conversión
Introducción a la Cuarta Semana: Puntos de Dolor y Éxito, La neurociencia detrás de la carga cognitiva, Aprovechando la carga cognitiva y el beneficio del usuario, Entendiendo el Growth Hacking, El diseño se trata de disciplina
Course: Getting Started on Mainframe with z/OS Commands and Panels
Modules:
Introduction to TSO and ISPF, Lab Connection Guide Part 1: Getting Connected, Lab Connection Guide Part 2: Password and Console Issues, Creating, editing and displaying members in ISPF, Introduction to Exercise 2
Allocating a data set in TSO, Working with data sets
TSO Commands - part 1, TSO Commands - part 2, Exercise 7 Introduction
Course: Doğrusal Cebir I: Uzaylar ve İşlemciler / Linear Algebra I: Spaces and Operators
Modules:
Dersimiz: Doğrusal Cebir / Our Class: Linear Algebra
Düzlemdeki Vektörler ve Vektör İşlemleri / Vectors in the Plane and Fundamental Operations, Uzaydaki Vektörler, Doğrular ve Düzlemler / Vectors in Space, Lines and Planes
Denklemler ve Determinant Kavramı / Equations and the Coming of Determinant, Matrisler ve Vektörlerin Dönüşümleri / Matrices and Transformations of Vectors, Denklemlerden Matris Çarpımına / From Equations to Matrix Multiplication, Denklemlerin Gauss Eleme Yöntemiyle Çözümü / Gaussian Elimination for Solving Systems of Equations, Gauss - Jordan Eleme Yöntemi / Gauss - Jordan Elimination Method
Doğrusal Uzayların Tanımı / Definition of Linear Spaces, Kapalı Küme, Doğrusal Uzay ve Alt Uzay / Closed Sets, Linear Spaces and Subspace, Doğrusal Bağımsızlık / Linear Independence, Taban Vektörleri / Basis Vectors, İç Çarpım ve Öklit Uzayı / Inner Product and Euclidean Spaces, Hilbert Uzayları / Hilbert Spaces
Fonksiyon Uzaylarında İşlemler ve Dik Fonksiyonlar / Operations in Function Spaces and Orthogonality, Gerçel ve Karmaşık Değerli Fourier Serileri / Real and Complex Valued Fourier Series, Çözümlü Problem 1: Kutu Fonksiyonun Fourier Serileri / Solved Problem 1: Fourier Series Representation of "Box" Functions, Çözümlü Problem 2: Testere Fonksiyonunun Fourier Serileri / Solved Problem 2: Fourier Series Representation of "Seasaw" Functions, Çözümlü Problemler 3 ve 4: Fourier Katsayıları Fonksiyonu ve Ters Problem / Solved Problem 3 & 4: Fourier Series Coefficients and Inverse Problems, Gibbs Olayı, Yakınsama ve Taylor Serileriyle Karşılaştırma / Gibbs Phenomenon and Convergence in the Norm
Fonksiyon ve İşlemci Kavramları, Doğrusal İşlemcilerin Tanımı / Concepts of Functions and Operators, Definion of Linear Operators, Tanım, Hedef, Ulaşılan ve Sıfır Uzayları / Four Spaces that Determine a Linear Transformation, Çözümlü Problemler / Solved Problems, İşlemciler, Denklemler ve Çözümlerin Varlık ve Tekliği / Operators, Equations and Control of Solutions and Uniqueness, Yalın Denklemler / Solved Problems
Doğrusal Dönüşümlerin Matrislerle Gösterilmesi / Representation of Linear Transformations by Matrices, Çözümlü Problemler / Solved Problems, Matrisin Mertebesi / Rank of a Matrix, Matrisin Mertebesi ve Denklemlerin Çözümleri / Rank of a Matrix and Solutions of System of Equations, Çözümlü Problemler / Solved Problems
Temel Matris İşlemleri / Basic Matrix Operations, Çözümlü Problemler / Solved Problems, Ters Matris: Genel İnceleme / Inverse Matrix: General Study, Kare Matrisin Tersi / Inverse of a Square Matrix, Matlab
Course: Essentials of Palliative Care
Modules:
First Steps, Course Faculty, Patient and Family Perspective
Introduction to Palliative Care Always, Palliative Care Physician, Palliative Care Nurse, Palliative Care Social Worker, Survivorship Care Nurse, Chaplain, Child and Family Social Worker, Hospice Physician
A New Diagnosis, Communication Basics, Discussing Difficult News
Visit with a Palliative Care Social Worker, Psychosocial Support
Goals of Care Visit, Discussing Goals of Care
G.R.A.C.E., Self-Care
Claiming CE Credits from Stanford Medicine
Course: Empoderamiento juvenil y Educación social
Modules:
Presentación del curso
Presentación de la semana, Los Jóvenes hoy, Conceptualización de la juventud, Conceptualización del poder, Modelos de control, autoridad y poder, La distribución del poder en la sociedad (interseccionalidad), Las políticas públicas y la política de juventud, Políticas de juventud en Europa, Estrategia de la Unión Europea para la juventud, Entrevista a Luciano Mercado: Las políticas de juventud en Latinoamérica, La juventud y la educación: socialización e individualización en tiempo de cambios, Principios pedagógicos y empoderamiento juvenil, Empoderamiento juvenil: Principios metodológicos y prácticos
Presentación de la semana, Configuración del concepto de empoderamiento, Paradigmas y modelos de aproximación al empoderamiento, El empoderamiento juvenil: Conceptualitzación, Dimensiones del empoderamiento juvenil, Espacios, momentos y procesos de empoderamiento juvenil, Declaración sobre Empoderamiento Juvenil, Prácticas socioeducativas, Orientaciones para el empoderamiento juvenil desde la comunidad
Presentación de la semana, Formación profesional y trabajo de personas jóvenes, Los programas de transición a la vida adulta, Prevención de conductas de riesgo en jóvenes, Jóvenes migrantes estranjeros en España, Jóvenes y salud mental, Redes sociales de jóvenes con discapacidad, Empoderamiento y justícia juvenil, Conclusiones
Presentación de la semana, Compromiso social y juventud, Entrevista a Marta Vergés (Kasal de Joves Roquetes): La voz de los jóvenes, Aprendizaje-Servicio y juventud, Movimientos sociales y empoderamiento juvenil, Entrevista a Iker Martínez: Los movimientos alternativos juveniles, Empoderamiento Juvenil en la Era Digital. Tiempo libre, Juventud y deporte, Arte y empoderamiento juvenil, Metodologías participativas que facilitan el empoderamiento juvenil LGBTI+, Síntesis y orientaciones para el empoderamiento cívico y cultural de los jóvenes
Presentación de la semana, Huellas digitales, Rúbrica (prova d'enllaç dins el vídeo), Rúbrica, Bitácoras en Órbita, Experiencias de empoderamiento juvenil, Documentación especializada, European porfolio for youth leaders and youth workers, Retos para el empoderamiento juvenil en una sociedad diversa
Course: Accounting 1
Modules:
Course Syllabus, Why Study Accounting: Presentation, Introduction to Accounting
Balance Sheet - Part 1
Balance Sheet - Part 2
Income Statement: 1/4, Income Statement: 2/4
Income Statement: 3/4, Income Statement: 4/4
Cash Flow Statement: 1/4, Cash Flow Statement: 2/4
Cash Flow Statement: 3/4, Cash Flow Statement: 4/4
Course: Google Cloud Customer Care Fundamentals-Português Brasileiro
Modules:
Introdução ao curso
Introdução ao Google Cloud Customer Care, Sanitização dos dados de registro
Como abrir um caso de suporte, Solução de problemas e investigação, Encaminhamento de caso para um supervisor
Resolução de casos
Course: Start Your Lifelong Learning
Modules:
Course Introduction, Welcome to the Module, Overcoming Challenges: Kiara’s Story, The Conversation, Growth Mindset vs. Fixed Mindset, Brain Elasticity, Four Steps to Growth Mindset: Julia’s Story, Four Useful Tips
Welcome to the module, Emotional Self-Regulation, Self-Regulation Scenarios, What Is a Grounding Exercise and How to Do It?, Thought Replacement, Understanding Your Audience, Four Steps of Active Listening, Conversation: Difference of Opinion, Conflict at Work: A Common Scenario
Welcome to the Module, Welcoming the Problem, Scenario: Max’s Problem, Understanding Pros and Cons: Amy’s Problem, Making a Decision, Creating and Evaluating a Hypothesis, What Does Evaluating and Measuring Mean?
Welcome to the Module, What Is Critical Thinking?, Traits of a Critical Thinker, Critical Thinking Is Essential, What Is Fake News?, Taking Time to Solve Problems
Course: Git Fundamentals
Modules:
Course Introduction, Source Code Management, Benefits of Source Code Management, Need and Use of Source Code Management, Types of Source Control Management, Local Version Control System, Centralized Version Control Systems, Distributed Version Control Systems, Git Introduction, Git Project Flow, Git Terminologies - Part 1, Git Terminologies - Part 2, DEMO: Git Installation on Linux, DEMO: Git Installation on Windows
Initialization and Configuration, Git Configuration, DEMO: Git Configuration, Working with Files, Adding Files to Staging Area, Remove, Move, and Clean Files, Git Commit, Revert a Commit, Git Log and Git Show, DEMO: Git Basic Operations
Repositories, Remote Repository, Git vs. GitHub, Introduction to GitHub, GitHub Features, DEMO: GitHub Account Setup, Working with GitHub, Create New Repository, Configure SSH Key, Push and Fetch Branch to GitHub, Clone a Branch, Working with Remote Repositories, Delete a Branch, Fork a Repository, Clone vs. Fork, Demo: Working with GitHub Repositories
Git Files States, Understand HEAD, Git Internals, Git Data Storage, Understanding "A (caret)" and "~ (tilde)", Working with Files in Staging Area, Reverting Changes or Commit, Reset Flags, Reset Flag - Use Case, Reset Comparison, DEMO: Git Lifecycle
Course: Advanced SHRM Competencies and Knowledge
Modules:
Introduction to the Course, Meet your Instructor, Introduction to Talent Acquisition, The Role of Job Descriptions in Talent Acquisition, Building a Strong Employer Brand, Leveraging Technology in Talent Recruitment, Enhancing Recruitment Strategies, Advanced Interview Strategies, Effective Interview Techniques, Enhancing Employee Onboarding and Engagement, Finalizing the Selection and Onboarding New Talent, Introduction to Talent Selection Process
Change Management, Organizational Design and Structure, Culture as a Strategic Advantage, Diversity, Equity, and Inclusion Strategies, Introduction to SHRM Competency Model, Ethical Practice and Relationship Management, Handling HR Investigations, Compliance Training and Education, Big Data and Information Systems in HR, The Impact of Software as a Service on HR, The Future of Work and HR's Role, Cybersecurity for HR Professionals
Strategic Leadership for HR Professionals, Building High-Performance Teams, Decision Making and Problem-Solving, Global and Cultural Awareness in HR, Conflict Resolution Strategies, Negotiation Skills for HR Professionals, The Role of HR in Organizational Transformation, Innovation and Creativity in HR, Agility in HR Practices, Practice Exam and Answer Analysis, Understanding the Exam Format, Course Closure - Gratitude !
Course: Assessment in Higher Education: Professional Development for Teachers
Modules:
Perspectives: Why do we assess in higher education?, Perspectives: What influence do grades have in assessment systems?, Perspectives: How can assessment help in engaging students?, Perspectives: Is the quality and reliability of our assessments robust enough to make high stake decisions?, Perspectives: Is group assessment a desirable option in higher education?, The usability of assessment: Using the utility formula to select a method of assessment, The usability of assessment: A visualisation of the utility formula
Animation on the assessment cycle
Introduction to the assessment plan, Animation on constructive alignment, Animation on how to write your own assessment plan, Animation on how to create an assessment matrix, Perspectives: How do students prepare for an assessment?, Perspectives: Could students be involved in your assessments?, Perspectives: Teachers and their preferences for methods of assessment, Perspectives: Students and their preferences for methods of assessment, Perspectives: What kind of methods do teachers use to assess students?, Perspectives: Best practices according to teachers and students, Perspectives: Students on easy assessments and time consuming assessments, Perspectives: Experiences of teachers in how they select the methods of assessment for their courses
What is the role of feedback?, What are rubrics and why would you use them?, Holistic rubrics, Analytic rubrics, Single point rubrics
Introduction to assessment construction, Perspectives: Teachers and their experiences with multiple choice and essay questions, Perspectives: Multiple choice Q&A, Introduction to constructing multiple choice questions, How to construct the stem of a multiple choice question?, How to construct the answer alternatives of a multiple choice question?, Perspectives: Open ended questions Q&A, How to construct open ended and essay questions?, Perspectives: Group work Q&A, How to construct group work?
Introduction to assessment analysis and evaluation, How to make the most of peer reviews, Assessment analysis, Assessment evaluation and future improvements
Course: Stepping Up: Preparing Yourself for Leadership
Modules:
Making Sense of Your Feedback, Feeling Like an Imposter, Working Through Imposter Syndrome, Keeping in Your Stretch Zone, Avoiding Out-Working, Your Leadership Day, Launching Yourself Forward
The Key to Stepping In, Different Styles, Identifying and Recognising Boundaries, Adapting Behaviours, Reactions to Conflict, Types of Conflict
Aligning with your Boss’ Agenda, Mutual Support, Building Your Authority, Presence and Impact, What Now?
Getting Yourself Ready, Motivation: What Is It?, Importance of Language, Key Takeaways, Looking Ahead
Course: High Voltage Schottky and p-n Diodes
Modules:
1.1 Semiconductor crystals, 1.2 Energy bands, 1.3 Electron and hole densities, 1.4 Carrier transport, 1.5 Continuity equation, 1.6 Drift-diffusion model
2.1 Metal-semiconductor junctions, 2.2 Electrostatic analysis, 2.3 Schottky diode current, 2.4 Schottky diode breakdown, 2.5 Spice model of a Schottky diode
3.1 p-n Diode structure, 3.2 Electrostatic analysis, 3.3 p-n Diode current, 3.4 Minority carrier storage - diffusion capacitance, 3.5 SPICE model of a p-n diode
4.1 Diode resistance versus breakdown voltage, 4.2 Switching losses, 4.3 Comparison of Schottky and p-n diodes
Course: The entrepreneur's guide for beginners
Modules:
Welcome, 1.1 General concepts, 1.2 Creative process, 1.3 An entrepreneur, an idea, 1.4 Teams, 1.5 First financing
2.1 Business Model and Value Proposition, 2.2 Customers and Value Proposition, 2.3 Channels, Revenue Streams and Customer Relationships, 2.4 Key Resources, Key Activities, Key Partners, Cost Structure, 2.5 Value Proposition
3.1 Customer Discovery, 3.2 Lean Startup, 3.3 Metrics, 3.4 Customer Validation, 3.5 Minimum Viable Product and early adopters
4.1 Definition, Goals and Structure, 4.2 Executive Summary, Strategic Plan and SWOT, 4.3 Marketing Plan, 4.4 Organisational Plan, 4.5 Production Plan, 4.6 Economic Plan I, 4.7 Economic Plan II, 4.8 Legal Plan
5.1 Private Capital, 5.2 Public Funding
Course: Exploratory Data Analysis in AWS
Modules:
Introduction to Kinesis Data Streams and Kinesis Data Firehose, Kinesis Data Streams, Create Kinesis Streams - S3 Bucket - Lambda: Hands On, Building Realtime Data Streaming System-Kinesis Data Stream, Kinesis Data Firehose, Kinesis Data Firehose - Create S3 - VPC - VPC Flow Logs, Kinesis Data Firehose - Internet Gateway - Subnet - EC2 Instance, Kinesis Data Firehose - EC2 Logs - Create Subscription Filter: Data Delivery to S3, Amazon EMR, Amazon EMR - Launch EMR Cluster, Amazon EMR - Submit Work & Validate, Kinesis Video Streams, Amazon Managed Service for Apache Flink
AWS Glue, Perform ETL with AWS Glue - Create Glue Crawler, Run Glue Crawler & Create Glue Job, Validate the Output from Glue Job, Amazon Redshift, Amazon Redshift - Demo, AWS Data Exchange, AWS Data Exchange - Demo, Analyze and visualize data for machine learning, Amazon QuickSight: Analyze and visualize data for Machine Learning, Exam tips-Part 1, Exam tips-Part 2
Course: Linux for Security Experts
Modules:
Navigating Codio Assignments, How to Reset an Assignment in Codio, Reading: CIA and Security Best Practices (Optional Download), Reading: Permissions (Optional Download), Kernel and Security Hardening (Optional Download)
Copy of Navigating Codio Assignments, Copy of How to Reset an Assignment in Codio, Reading: Sandboxing and systemd limits (Optional Download), Containers and Isolation (Optional Download), Network and Firewall (Optional Download)
Copy of How to Reset an Assignment in Codio, Copy of Navigating Codio Assignments, Logs, Monitoring and Notifications (Optional Download), Vulnerability Assessment/Penetration Testing (Optional Download), Incident Response and Forensics (Optional Download)
Course: CompTIA Practice
Modules:
Course Introduction
Introduction Video, Hardware Overview, Security Overview, Networking Overview, Computer Fundamentals Overview, End of Module Summary Video
Practice Demonstrations Introduction, Network Overview, Mobile Device Overview, Operating Systems Overview, Security Overview, End of Module Summary Video
Course: 시각화를 통한 데이터 공유
Modules:
데이터의 유용한 정보 전달하기 소개, 케빈: 데이터 시각화 자료의 힘, 데이터 시각화가 중요한 이유, 데이터로 이미지 연결하기, 효과적인 시각화를 위한 요소, 동적 시각화 자료, 예술적 요소, 데이터 시각화의 영향, 디자인 싱킹과 시각화 자료, 제목, 부제목, 라벨, 시각화 자료의 접근성, 앤드루: 데이터 접근성 높이기
Tableau를 사용한 데이터 시각화 자료, Tableau Public 및 기타 온라인 도구, Tableau와의 만남, Tableau에서 데이터 시각화 자료 만들기, 좋은 것, 나쁜 것, 추한 것, 창의성 발휘하기, Tableau에서 데이터 연결하기
데이터로 스토리텔링하기, 살아 움직이는 아이디어, 청중에게 전달하기, 캐럴린: 데이터 저널리즘, Tableau 대시보드의 기초, 필터에서 차트로, 매력적인 프레젠테이션을 위한 도움말, 내러티브 공유, 선다스: 가면 증후군 극복하기
종합하기, 프레임워크와 함께 프레젠테이션하기, 프레젠테이션에 데이터 통합하기, 브리트니: 주니어 데이터 애널리스트를 위한 프레젠테이션 스킬, 코너: 지저분한 데이터 프레젠테이션의 예, 코너: 바람직한 데이터 프레젠테이션의 예, 입증된 프레젠테이션 팁, 전문가처럼 프레젠테이션하기, 질문 예상하기, 반대 의견 다루기, Q&A 권장사항, 코너: 전문적인 데이터 번역가 되기, 마무리 인사
Course: Traitement d'images : introduction au filtrage
Modules:
Vidéo générale
Historique de l'image, Acquisition des images
Les opérations de base, Les ondes et les fréquences, Les filtres linéaires, Interview Astrophysicien, Live du 18 mars 2021
L'histogramme, L'égalisation d'histogramme, Interview Radiologue
Les variables aléatoires, Le bruit gaussien, Le bruit poivre et sel, La suppression du bruit, Interview ingénieur en opto-électronique
Course: Project Launch
Modules:
Module Overview, What is a Project?, What is Project Management?, Roles & Responsibilities of a Project Manager (C1M1.030), Areas of Expertise of a Project Manager, Project Goals and Module Wrap-Up
Introduction to Leadership, Leadership Vision and Supervision, Management and Leadership Skills, Project Leadership Tips
Module Overview, Where do Projects Come From?, Project Selection Criteria, The Business Case, Evaluating a Business Case, Module Exercise: Writing a Business Case, Module Wrap-Up
Module Overview, The Project Charter, The Project Team, Creating a Project Charter Module Exercise, Module Wrap-Up
Module Overview, Project Kickoff, The Project Management Plan, Agile Project Management, Project Kickoff Exercise, Module Wrap-Up
Module Overview, Gathering Requirements, Eliciting Requirements, The Outputs, Requirements Matrix and Traceability, Requirements Gathering Example, Requirements Traceability Matrix Module Exercise, Module Wrap-Up
Module Introduction, Requirements to Scope, Scope Creep, Developing the Statement of Work, Statement of Work Module Exercise, Module Wrap-Up
Module Overview, What is WBS?, WBS Formats, Creating a WBS, WBS Verification, The WBS Dictionary, Why a WBS?, WBS Exercise, Module Wrap-Up
Module Overview, From Requirements to the SOW to the WBS, Project Scope Management Plan and PM, Why Manage Project Scope?, The Titanic Project, Module Wrap-Up
Module Overview, Stakeholder Management, The Power Interest Grid, The State of the Stakeholders, Stakeholder Engagement Considerations, Agile Stakeholders and Communication, Stakeholder Management Plan Exercise, Module Wrap-Up
Module Overview, What is "Project Communications?", Tools for Development: 5W & 1H, The Many Dimensions of Communications, The Lines of Communication, The Communication Management Plan, Elements of the Communication Plan, Final Word, Module Wrap-Up
Module Overview, What is the RAM and RACI?, Building a RACI, Supplemental Video: Building a RACI, RAM Exercise, Module Wrap-Up, Final Wrap-Up
Course: Machine Learning Operations (MLOps): Getting Started - Español
Modules:
Introducción al curso
Introducción a las MLOps: Cuándo y por qué emplearlas, Principales problemas de los profesionales del aprendizaje automático (AA), El concepto de las DevOps aplicado al AA, Ciclo de vida del AA, Automatización de los procesos del AA
¿Qué es Vertex AI y por qué es importante disponer de una plataforma unificada?, Introducción a las MLOps en Vertex AI, ¿Cómo ayuda Vertex AI al flujo de trabajo de las MLOps? Parte 1, ¿Cómo ayuda Vertex AI al flujo de trabajo de las MLOps? Parte 2, Coursera: Empezar a usar Google Cloud y Qwiklabs, Introducción al lab de Vertex AI: Qwik Start
Resumen
Course: Learn UI Design
Modules:
Course Introduction Quiz
UI Design Fundamentals Quiz
Building a Simple Layout Quiz
Responsive Design Quiz
Responsive Navigations Quiz
Full Project Refactoring Quiz
Tea UI Design Project Quiz
Shadows Quiz
Gradients Quiz
Forms Quiz
UI Animation Quiz
Final Project Quiz
Course: Global Health Diplomacy
Modules:
Welcome and Introduction, What is Global Health Diplomacy?, Global Health Stakeholders, The U.S. Government and Global Health Diplomacy, Philanthropic Diplomacy
Policy Setting Bodies, Global goals: Millennium Development Goals and Sustainable Development Goals, (Supplemental) Video: “We The People” For The Global Goals, Summits and Replenishments
How much does the world spend on global health?, What does the U.S. Government spend on global health?, What is the role of the Bill & Melinda Gates Foundation in financing global health?, Other major funders of global health, How is the WHO funded?
The Global Fund, Global Alliance for Vaccines and Immunizations, The World Bank, Other Financing Mechanisms
What is global health governance?, How is the WHO governed?, How is the Global Fund governed?, How is the Global Polio Eradication Initiative governed?, How are disease-specific initiatives governed?
What is global health security?, Policy frameworks for global health security, The West Africa Ebola Response, Part I, The West Africa Ebola Response, Part II, Post-Ebola: What has changed?, Global health and geopolitics, Global health diplomacy course wrap-up
Problem Solving Scenario
Course: App Deployment, Debugging, and Performance en Français
Modules:
Présentation du cours 3
Déployer des applications à l'aide de Cloud Build, Container Registry et Terraform, Pourquoi utiliser des conteneurs pour le déploiement ?, Créer des pipelines avec Cloud Build et Terraform, Présentation de l'atelier, Coursera : Premiers pas avec Google Cloud Platform et Qwiklabs, Résumé
Options de calcul pour votre application, Compute Engine, Google Kubernetes Engine, Cloud Run, Cloud Functions, Comparaisons, Résumé
Suite Google Cloud Operations : un service multicloud, Déboguer votre application, Journalisation, Surveiller et régler les performances, Identifier et résoudre les problèmes de performances, Présentation de l'atelier, Résumé
Récapitulatif du cours
Course: Generative AI for Data Science
Modules:
Course Introduction
What Is Generative AI?, History of Generative AI, High-Level Use Case: Artificially Enhanced Fluorescence Microscopy Cell Images, High-Level Use Case: Anomaly Detection, Content Generation for SMS Marketing: Maintaining Client Tonality
Why Fine-Tuning Open-Source LLMs Is Costly and Hard, What Is Quantization?, What Is LoRA?, How To Fine Tune a Model Locally: Part 1, How To Fine Tune a Model Locally: Part 2
How Generative AI Advances Text Analysis in Marketing Data Science, Feature Engineering With High-Performance SMS Campaign Data, Training a Predictive Model Using These Labels
Data Privacy Considerations in Generative AI, Bias in Generative AI, Responsible AI: Development and Deployment, How Do We Safely Create Synthetic Data?