dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Offensive Hacking Unfolded - Become a Pro Pentester
Modules:
Introduction to the Course
Lab Setup Using the VMware Player, Theoretical Basics
Passive Reconnaissance - Part 1, Passive Reconnaissance - Part 2, Passive Reconnaissance - Part 3, Active Reconnaissance - Part 1, Active Reconnaissance - Part 2, Active Reconnaissance - Part 3
Manually Identify, Analyze, and Rank Vulnerabilities, Automated Vulnerability Assessment Using Nessus, Automated Vulnerability Assessment - Nmap and VEGA
Lab 1 - Exploitation with Metasploit Framework, Lab 2 - Exploitation Using Manual Public Exploits
CMS Hacking - Initial Information Gathering, CMS Hacking - Directory Busting and CMS Scanning, CMS Hacking - General Brute Forcing and Exploitation, Do You Know the Power of Version Numbers? - Part 1, Do You Know the Power of Version Numbers? - Part 2, Important Specific Vulnerabilities Such as SQL Injection In-Depth, Important Specific Vulnerabilities Such as XSS In-Depth, Important Specific Vulnerabilities Such as File Upload and Command Injection, Part 1 Web Server Hacking: Introduction and Enumeration Ideas, Part 2 Web Server Hacking: Risky PUT and DELETE Methods, Part 3 Web Server Hacking: SSH Brute Forcing w/ Hydra
The Core of Network Testing - Part 1, The Core of Network Testing - Part 2, The Core of Network Testing - Part 3, Post Exploitation Using Metasploit - Part 1, Post Exploitation Using Metasploit - Part 2, Post Exploitation Using Metasploit - Part 3, Privilege Escalation Techniques - Part 1, Privilege Escalation Techniques - Part 2, Privilege Escalation Techniques - Part 3, Privilege Escalation Techniques - Part 4
#1 Bypass Antivirus - Making the Base Payload, #2 Bypass Antivirus - The Actual Evasion Technique!
Clean Documentation in a Professional Test
Course: Workday in Action Series
Modules:
Workday HCM - Search, Workday HCM - Navigation, Workday HCM - Supervisory Organizations, Workday HCM - Job Profiles, Workday HCM - Job Management Staffing Model, Workday HCM - Position Management Staffing Model, Workday HCM - Create a Pre-Hire, Workday HCM - Hire, Workday HCM - Manage Contingent Workers, Workday HCM - Change Job, Workday HCM - Manage Positions, Workday HCM - Terminations, Workday HCM - Event Management
Workday Recruiting - Creating and Copying Job Requisitions, Workday Recruiting - Managing Job Requisitions, Workday Recruiting - Creating and Updating Job Postings, Workday Recruiting - The Candidate Experience, Workday Recruiting - Prospects & Candidates, Workday Recruiting - Referrals, Workday Recruiting - The Job Application Framework, Workday Recruiting - Job Application sub processes, Workday Recruiting - Candidate Communication, Workday Recruiting - Candidate Maintenance
Workday Compensation - Request Compensation Change, Workday Compensation - Compensation Eligibility Rules, Workday Compensation - Compensation Hire and Rehire, Workday Compensation - Propose Compensation Change, Workday Compensation - Initiating a One-Time Payment, Workday Compensation - Compensation Reporting
Workday Benefits - Benefits Foundation Review: Coverage Targets and Coverage Types, Workday Benefits - Benefit Groups and Eligibility Rules, Workday Benefits - Benefit Plans and Events, Workday Benefits - Benefits Business Process Overview, Workday Benefits - Enrollment Event Processing, Workday Benefits - Finding and Correcting Benefits Events, Workday Benefits - Coordination of Events, Workday Benefits - Dependents and Beneficiaries, Workday Benefits - Passive Events, Workday Benefits - Open Enrollment
Workday Payroll - The Workday Payroll Process Overview, Workday Payroll - Pay Components, Workday Payroll - The Payroll Processing Framework, Workday Payroll - Payroll Processing: Calculate Payroll, Workday Payroll - Payroll Processing: Complete and Settle Payroll, Workday Payroll - Pay Group Assignment Options, Workday Payroll - Delivered Tax Data and the Payroll Compliance Updates Dashboard, Workday Payroll - Worker Tax Elections, Workday Payroll - Worker Payment Elections, Workday Payroll - Payroll Input, Workday Payroll - Withholding Orders Overview, Workday Payroll - Record and Maintain Withholding Orders, Workday Payroll - Off-Cycle Payment Processing: Manual Payments, Workday Payroll - Off-Cycle Payment Processing: Reversals, Workday Payroll - Off-Cycle Payment Processing: On-Demand Payments
Workday Finance - Accounting Setup and Journal Processing, Workday Finance - Processing Supplier Invoices, Workday Finance - Processing Customer Invoices
Course: Health, Society, and Wellness in COVID-19 Times
Modules:
Sona Dimidjian and Dr. Daryl Maeda Welcome, Donna Mejia Welcome Lecture, Daryl Maeda Welcome, Sona Dimidjian Welcome, Kathy Shultz Welcome, Conversation with the Chancellor and Dr. Fauci, Tom Cech: What is Coronavirus and How Do We Crush It?, Celeste Montoya: Understanding Inequality: Power, Privilege, & Oppression, Susan Kent: The Differential Impacts of the 1918-1919 Influenza Pandemic, William Penuel: Using What We Know to Make the Most of Your Time, Jose Ramon Lizarraga: Digital Learning: Collaboration and Composition in Today's World
Bernadette Park: Loneliness and Social Belonging, Zoe Donaldson: Hungry for Love, Holly Gayley: Compassion in the Time of COVID, Christopher Lowry: The Microbiome Gut Brain Axis in COVID-19 times, Vyga Kaufmann: Sleep Benefits: Mind, Body, Mood, Jennifer Duffie: Generation Z and the Class of 2024, Roselinda Kaiser: Brain Development and Mental Health, Tina Pittman-Wagers: COVID-19 and Mental Health: Impact and Treatment Considerations
Matt McQueen: Public Health Measures and COVID-19, Gay Lynn Olsen: Public Health and COVID-19 Prevention, Eric Stade: How Do We Model the Spread of Disease Mathematically?, Daniel Larremore: Effective Modeling for SARS-CoV-2: Populations, Mobility, and Virus
Leah Sprain: Communication Literacy: Politicization, Polarization, and Listening, Samira Rajabi: Coping with and through MediaVideo, Jed Brubaker: The Human Side of COVID-19 Data: From Infodemics, to Reporting, to Lives on the Line, Ben Kirshner: Reclaiming Your Story, Kalonji Nzinga: We Can’t Breathe: Prefigurative Artivism as a Means of Returning to Our Breath, Cheryl Higashida: Student Protest and Social Movements, Jennifer Ho: Anti-Asian Racism and COVID-19, Clint Carroll: Disease, Colonialism, and Indigenous Health Disparities, Kristie Soares: Structural Racism Against the Latinx Community, Joanne Belknap: Criminology, COVID-19, and Racism, Josh Correll: Race, Stereotypes, and the Architecture of the Mind, Donna Mejia: Dance, COVID-19, Social Transformation, and Human Connection, Terri Wilson: What Do We Owe Each Other, Daryl Maeda Course Wrap Up, Sona Dimidjian & Donna Mejia Course Wrap Up
Course: Consulting Presentations and Storytelling
Modules:
What will you learn from this course?, 5.1 Effective proposals and statements of work (SoW), 5.2 How detailed should the proposal be?, 5.3 Consultants "sell" without selling
5.4 All presentations start and end with storytelling, 5.5 Storyboard as if the presentation were a movie, 5.6 The four hats of creative writing
5.7 Pyramid principle, start with the answer, 5.8 Frameworks to show process or decisions, 5.9 Frameworks to show segmentation, 5.10 Applying frameworks to a cooking analogy
5.11 Effective charts and tables, 5.12 Average graphs and charts examples, 5.13 Bad graphs and charts examples
5.14 Getting ready for “game day” presentations, 5.15 Presentation tips for “game day”, 5.16 Presentations for other people, 5.17 PowerPoint titles should tell a story, 5.18 One-page executive summaries
5.19 What is executive presence?, 5.20 What is gravitas?, Congratulations and keep doing great work
Course: 导演思维：微影人的自我修养
Modules:
专项课程《微电影创作全教程》宣传片, 课程介绍
电影与微电影, 微影人, 微电影初体验学生作品秀, 微电影初体验, 微影人的自我修养概念
前期准备, 剧本, 分镜头脚本, 拉片, Pre Production Meeting, 选角, 排练, 计划与意外, 一切取决于叙事需要, 剪辑的真相, 从叙事到抒情, 少即是多, 一切坚固的都烟消云散了
美丽人生, 天堂电影院, 告白冲动, 低吟浅唱、自我表达的小情致, 悲天悯人、心怀天下的大胸怀, 形式与内容, 深沉、小哲理篇, 恶搞、高端黑篇, 奇幻、超现实篇, 文艺、小清新篇
“所想即所见”的形象思维, “一花一世界”的微思维, “全流程、全职能”的整体思维, 原创体验, 雕刻时光, 单刀直入, 出其不意, 余味缭绕, 态度, 小人物, 感觉, 表演, 充分节制与精确, 诱惑与误导
微影人宣言
Course: Elastic Cloud Infrastructure: Scaling and Automation - 简体中文
Modules:
课程简介
单元概览, Cloud VPN, 实验简介：配置 Google Cloud 高可用性 VPN, Coursera：Google Cloud 和 Qwiklabs 使用入门, Cloud Interconnect 和对等互连, Cloud Interconnect, 对等互连, 选择连接, 共享 VPC 和 VPC 对等互连, 单元回顾
单元概览, 代管式实例组, 自动扩缩和健康检查, HTTP(S) 负载均衡概览, 示例：HTTP 负载均衡器, HTTP(S) 负载均衡, 实验简介：配置可自动扩缩的 HTTP 负载均衡器, 实验回顾：配置可自动扩缩的 HTTP 负载均衡器, Cloud CDN, SSL 代理负载均衡, TCP 代理负载均衡, 网络负载均衡, 内部负载均衡, 实验简介：配置内部负载均衡器, 实验回顾：配置内部负载均衡器, 选择负载均衡器, 单元回顾
单元概览, Terraform, 实验简介：使用 Terraform 自动执行网络基础架构任务, 实验回顾：使用 Terraform 自动执行网络基础架构任务, Google Cloud Marketplace, 演示：在 Google Cloud Marketplace 上发布基础架构解决方案, 单元回顾
单元概览, BigQuery, Dataflow, Dataprep, Dataproc, 演示：Dataproc, 单元回顾, 系列课程回顾
Course: Fundamentals of Machine Learning and Artificial Intelligence
Modules:
Fundamentals of Machine Learning and Artificial Intelligence
Course: Produção final do músico moderno
Modules:
Conecte-se com seus colegas de classe, Suporte ao aluno, Tarefas revisadas por colegas, Certificados de curso
DESENVOLVIMENTO DA CANÇÃO
PLANO DE PRODUÇÃO
Gravação e edição
MIXAGEM E MASTERIZAÇÃO
Course: PowerShell for Automating Administration
Modules:
Checking and Logging Installations, Download and Execute Installers with PowerShell
How to Hide Date Time Using PowerShell, Learn PowerShell Logging Module
CSV File Handling with PowerShell
Manage Windows Services Using PowerShell - 1, Manage Windows Services Using PowerShell - 2, Automation of Planned Service Restarts - Version 1, Automation of Planned Service Restarts - Version 2
Introduction, Project Directory and File Structure, XML Configuration File
Lab Setup Guide, Lab Setup: Deploying the Resources in Cloud, Lab Setup: Deploying the Validation Scripts, Lab Setup: Script Execution
Overview of Server Validation Script, Validation Functions Overview, Validation Functions Discussion - Part 1, Validation Functions Discussion - Part 2
Report Consolidation - Template Overview, Report Consolidation - Script Overview, Code Enhancements - Logging
Code Changes to be able to execute Scripts Centrally, Preparing Pull_Repos_and_Execute Script, Remote Execution of the Script from Terminal Server
Course: Diseño de Videojuegos: Una introducción
Modules:
Video: ¿Qué es un videojuego y quién lo hace?, Video: ¿Cuál es la estructura de un videojuego?, Video: ¿Para quién están hechos los juegos?, Video: ¿Qué es un videojuego? - Julián Castillo, Video: Ser un diseñador de videojuegos, Video: Pensar como un diseñador de videojuegos, Video: Trabajar como un diseñador de video, Video: Game Designer - Mateo Rojas
Video: Los juegos tienen reglas, Video: Los juegos tienen mecánicas, Video: Los juegos tienen un flujo, Video: Los juegos guían al jugador, Video: Los juegos tienen niveles, Video: ¿Cómo diseñar un juego desde cero? - Mateo Rojas
Video: Juegos de Acción, Video: ¿Cuáles son las mecánicas centrales?, Video: ¿Cuáles son los retos del juego?, Video: ¿Cómo progresa el jugador?, Video: Diseño de niveles - Julian Castillo
Video: ¿Qué es un juego de plataformas?, Video: ¿Cuáles son las mecánicas centrales?, Video: ¿Cuáles son las mecánicas periféricas?, Video: ¿Cuáles son los retos? Parte 1, Video: ¿Cuáles son los retos? Parte 2, Video: ¿Cómo se progresa a través de un nivel?, Video: El game designer - Julián Castillo
Course: Advanced Clinical Data Science
Modules:
Welcome to Advanced Clinical Data Science, Introduction to Analytic Integrity, Replicability of EHR-Based Analyses, Interpreting Analytic Questions, Implementing Analytic Questions, Data Quality in Real World Electronic Health Records, Data Quality in ETL, Impact of Workflow on Data Quality, Keep Calm and Data Science On
Introduction to Temporality, Temporality: Medicine and Healthcare, Temporality: Electronic Health Records, Changes Over Time: Medicine and Healthcare, Changes Over Time: Electronic Health Records, Temporality and Analytics, Understanding Dates and Times: R & SQL, Understanding Dates and Times: MIMIC-III and Common Data Models
Introduction to Missing Data, Types of Missing Data, Types of Missing Data: Electronic Health Records, Types of Missing Data: Clinical Care, Data Missingness Techniques: Electronic Health Records, Data Missingness Techniques: Record Linkage and Data Quality, Data Missingness Techniques: Clinical Care, Missing Data Wrap Up
Introduction to Careers in Clinical Data Science, Understanding Job Opportunities in Clinical Data Science, Clinical Data Science by Any Other Name, Clinical Data Science Competencies, Evaluating Clinical Data Science Opportunities, Wrapping up the Specialization
Course: Fundamentals of  CNNs and RNNs
Modules:
New Video
New Video
New Video
New Video
New Video
Course: Habilidades gerenciales: Proyecto final
Modules:
Bienvenida, Comportamiento humano en las organizaciones, Elementos de la dirección Parte 1, Un lugar para cada cosa y cada cosa en su lugar
Principios de la estrategia organizacional
Establecimiento de objetivos y diseño de estrategias, Establecimiento y alineación de indicadores, Proyecto final, Despedida
Course: Creating New BigQuery Datasets and Visualizing Insights
Modules:
Course Introduction, Recap of Google Analytics ecommerce dataset
Creating Permanent Tables, Temporary Tables and Query Results, Performance Preview: Query Cache, Creating Logical Views, Lab Intro: Creating Permanent Tables and Access-Controlled Views in BigQuery, Getting Started with Google Cloud Platform and Qwiklabs
Ingesting New Data into BigQuery, Lab Intro: Ingesting New Datasets into BigQuery
Introducing JOINs and UNIONs, Use table wildcards for easy merges, Linking data across multiple tables, SQL Join examples, Avoiding Pitfalls when Merging Datasets, Recap of Google Analytics ecommerce dataset, Lab Intro: Unioning and Joining Datasets
Overview of Data Visualization principles, Comparing Good and Bad Visualizations, Dimensions, Measures, and Reports, Introducing Looker Studio, Lab Intro: Explore and Create Reports with Looker Studio
Course summary
Course: Advanced Tableau - Data Model
Modules:
Course Introduction, Download Student Files
Introduction - A Basic Data Model, What is Tableau's Data Model, Scenario Requirements & Data, Build a basic Data Model, Row-level Calculations Using a Dimension, Basic Tree Map, Other Data and Course Scenarios
Introduction - Exploring the Data Model, Learning Points and Manager Data Scenario, Exploring the EU Superstore Dataset, Orders and Regions - The JOINS Approach, Manager Sales - The Relationship Approach, Relationship Performance Options, Relationships Vs Joins, When is data queried in a data model, Hiding ID Columns, Student Exercise - Sales by Manager Chart, Student Exercise Review - Sales by Manager, Shipping Data - Requirements & Available Data, One-to-One - The Relationship Approach, One-to-One - The INNER JOIN Approach, Student Exercise - Shipping Costs, Student Exercise Review - Shipping Costs, Returns Data - Requirements & Available Data, Returns - The JOIN Approach, Duplication with Table JOINS, Returns - The Blend Approach, Blend Summary, Returns - The Relationship Approach, Row-level Caution in Many-to-Many, Filters - A safer way to filter Many to Many, Student Exercise - Returns Data, Student Exercise Review - Returns Data, Targets - Requirements & Available Data, Targets Data - JOIN to the Data Model, Student Exercise - Targets Data, Student Exercise Review - Targets Data, When to Join, Relate or Blend
Introduction - Data Model Review, Remodel the Many to Many Relationship, Remodel the Keys, Remodel the Fact Table, What is Tableau Prep, Remodeling in Tableau Prep, Star Schema Creation, Data Model Review
Conclusion
Qualified Assessment
Course: Transportation, Sustainable Buildings, Green Construction
Modules:
Introduction to Parking Policies and Practices, Parking Application Examples, Introduction to the Minnesota Program With Its Goals, Objectives, and Strategies to Reduce Transportation Greenhouse Gas Emissions, The Six Strategies Used By Minnesota to Reduce Transportation GHG
Introduction to Sustainable Cities Building Types, Specific Examples of Different Building Types, The Property Strategies for Equitable and Healthy Communities, The Revitalization Cycle to Advance Sustainable Cities, Form Based Zoning Codes for Building Applications in a Sustainable City
Introduction to Sustainable Cities Building Types, Introduction to Features of Green Construction, Energy Efficient Designs and Healthy Buildings, Architectural Design Elements, Examples of Building Architecture That Define the Community
Course: Healthcare Data Models
Modules:
Course Introduction, Module 1 Introduction, What is a Data Model?, Speaking the Same Language and Capturing the Context, The Uniqueness of Data Models as Used in Healthcare, Path to Value: Operational Systems to Actionable Information, Part 1, Path to Value: Operational Systems to Actionable Information, Part 2, Data Flows among Systems and Keeping Systems Connected, What We're Measuring in Healthcare Data Models, Part 1, What We're Measuring in Healthcare Data Models, Part 2
Module 2 Introduction, Selecting a Data Model, The Hierarchical Model and Supported Use Cases, The Relational Schema and Supported Use Cases, The Star Schema and Supported Use Cases, Comparing and Contrasting Healthcare Data Models
Module 3 Introduction, Purpose, Use Cases, and Measurements in Healthcare Data, Normalization of Healthcare Data, Integrating Healthcare Data Across Sources and Systems, Common Identifiers and The Master Patient Index (MPI)
Module 4 Introduction, Data Quality: Driven by Questions We Ask and Levels of Use, Verification and Validation of Data for Consistency: Finding Data Errors, Data Mapping, Course Summary
Course: Strategic Organization Design
Modules:
Trailer Strategic Organization Design, Introduction, Definitions and Examples, Organizational Challenges, Strategic Organization Design, Structural Dimensions, Contextual Dimensions, Promoting Cooperation and Coordination, Wrap Up
Introduction, Definitions and Examples, Causes and Effects, Managing Interdependence, Channeling Individual Behavior, Designing Complementarities, Wrap Up
Introduction, Definitions and Examples, Environmental Challenges, Meeting Environmental Challenges, Why Industry Matters, Example: Knowledge Industries, Wrap Up
Introduction, Introduction, Improving Performance, Shared Services, Compliance and Combinations, A Form of Centralization, Scope of Decision-Making, Wrap Up
Introduction, Introduction to Stages and Key Challenges, Efficiency and Strategy, Natural Benefits, Leveraging Scale and Speed, Enabling Growth, Balancing Efficiency while Growing, Dealing with Maturity and Decline, Wrap Up
Final Exam
Course: Project Planning
Modules:
Course Welcome, About the Class Project, Module Overview, The New Restaurant Project, Examples of Quality Metrics, Hints from Margaret: Project and Product Quality Objectives 1, Hints from Margaret: Project and Product Quality Objectives 2, Project and Product Quality, More on Contracts (1.070), Risk Management (1.080), When All Goes Well... (1.090), Hints from Margaret: Contracts
How to Identify Risk (2.030), Now What? Risk Responses (2.050), Successful Project Managers Manage Risks, Hints from Margaret: Risk, Estimating Challenges (2.070), Overview: Types of Estimates (2.080), Parametric Estimating (2.100), Basis of Estimates (2.110), What Is a Cost Baseline? (2.120), Hints from Margaret: Getting Ready to Estimate, Hints from Margaret: Detailed Estimating
Progressive Elaboration and Estimating (3.020), Déjà Vu: Approaches Used to Estimate Time, Three Point Estimates: What's the Point?, Estimating Duration Is Just the Beginning of Your Schedule, Effort Versus Duration: Real Life Examples (3.080), Hints from Margaret: Making Estimates for Work Packages, Hints from Margaret: Effort and Duration Estimates
What is a Network Diagram?, Creating a Diagram: The Forward Pass, Creating a Diagram: The Backward Pass, Hints from Margaret: Sequencing the Work, The Critical Path and Float, Gantt Chart, History of Scheduling, Factors to Consider When Selecting Scheduling Software, Hints from Margaret: Scheduling Software, Hints from Margaret: Creating a Network Diagram
The What and How of Project Milestones, Hints from Margaret, When is it Time to Create Your Project Schedule?, The Path to Your Project Schedule, Assigning Project Resources, What is Resource Leveling?, Resource Based Scheduling (5.070), Hints from Margaret: Resource Overallocation, Hints from Margaret: Developing a Project Schedule
What is Kanban? (6.010), Benefits of Kanban (W6.020), Hints from Margaret: The Burndown Chart, Planning with Agile: A High-Level Discussion (6.030), Hints from Margaret: Using Agile, The Tuckman Model of Team Development (6.050), Leading Your Team Through Planning (6.060), Managing Conflict (6.070), Hints from Margaret: The Tuckman Model, Preparing for a Negotiation
Course: Data Analysis with R
Modules:
Introduction to Data Analysis with R, The Problem, Understanding the Data, R Packages for Data Science, Importing and Exporting Data in R, Getting Started analyzing Data in R
Pre-Processing Data in R, Dealing with Missing Values in R, Data Formatting in R, Data Normalization in R, Binning in R, Turning Categorical Values to a Numeric Variable in R
Descriptive Statistics, Grouping Data in R, Analysis of Variance (ANOVA) in R, Correlation in R, Correlation - Statistics
Introduction to Model Development, Simple Linear Regression, Multiple Linear Regression, Assessing Models Visually, Polynomial Regression, Assessing the Model, Prediction and Decision Making
Model Evaluation, Overfitting and Underfitting, Regularization, Grid Search
Overview and Scenario, (Optional) Download and Complete the Tasks in a Notebook, Congratulations and Next Steps, Credits and Acknowledgments
Course: Responsible AI: Applying AI Principles with Google Cloud
Modules:
Course introduction, Google and responsible AI, An introduction to Google’s AI Principles
The Economist Intelligence Unit report, The business case for responsible innovation
AI’s technical considerations and ethical concerns, Concerns about artificial intelligence
How Google’s AI principles were developed, Ethical issue spotting, The ethical aims of Google’s AI principles
Google’s AI Governance, Google Cloud’s review process, Celebrity Recognition Case Study
Issue spotting process, What we’ve learned from operationalizing AI Principles: Challenges, What we’ve learned from operationalizing AI Principles: Best practices
Continuing the journey towards responsible AI
Course: نماذج الاستراتيجيات والمؤسسات
Modules:
مقدمة عن (Five Forces Analysis Model), القوى الخمسة المتبعة في الـ (Five Forces Analysis), كيفية استخدام نموذج الـ (Five Forces Analysis), نظرية اللعبة ( Game Theory), نظرية اللعبة (Game Theory) وعلاقتها بالـ (Prisoner’s Dilemma), مصفوفة النمو (BCG Growth-Share Matrix)- الجزء الأول, مصفوفة النمو (BCG Growth-Share Matrix)- الجزء الثاني, مصفوفة النمو(BCG Growth-Share Matrix)- الجزء الثالث, نموذج مكنزي (The McKinsey 7S Framework)- الجزء الأول, نموذج مكنزي (The McKinsey 7S Framework)- الجزء الثاني, نموذج مكنزي (The McKinsey 7S Framework)- الجزء الثالث
Course: Search and Display Advertising
Modules:
History of Search Advertising, Process of Search Advertising and Some Key Terms, Advantages and Disadvantages of Search Advertising
3.1 - Is Google a Monopoly?, 3.2 - Purchase Intent, 3.3 - A Tiny Primer to SEO, 3.4 - Search Campaign Data, 3.5 - Search Ad Observations
Online Study Guide, Online Certification
Video Advertising Basics, Advantages and Disadvantages of Video Advertising, Banner Advertising and Rich Media
4.1 - Display Ad Considerations, 4.2 - Display Ad Objectives, 4.3 - Video Ads, 4.4 - Video Ad Analytics
Course: Introduction to Time Value of Money (TVM)
Modules:
About This Specialization, 1.1 Time Value of Money, 1.2 Simple Future Value (FV), 1.3 Simple FV..., 1.4 Simple FV: Example, 1.5 Simple FV: Example 2
2.1 Simple Present Value (PV), 2.2 Recap of TVM
3.1 FV of Annuity: Concept, 3.2 FV of Annuity: Example 1, 3.3 FV of Annuity: Example 2, 3.4 PV of Annuity: Concept, 3.5 PV of Annuity: Examples
4.1 A Loan: The Power of Finance, 4.2 Compounding, 4.3 Valuing Perpetuities, 4.4 Mega Example: Putting it All Together!
Course: Chronically Ill in an Emergency: Why Mental Health Matters
Modules:
Welcome to the Course, 1.1 An Overview of Mental Ill-Health and Other NCDs, 1.1a Importance of Mental Health and Psychosocial Support (MHPSS), 1.1b Improving Mental Health of Refugees Through Guided Self-Help, 1.2 Pathways Between Mental Ill-Health and Other NCDs, 1.3 Agency in Recovery from Mental Ill-Health and other NCDs
2.1 Guidelines Integrating MHPSS and NCD Prevention and Care in Humanitarian Response, 2.2 Integrating MHPSS within NCD Prevention and Care after Natural Disasters, 2.3 MHPSS  and NCD Prevention and Care  in Dadaad Refugee Camp, 2.3a An Approach to Integrating MHPSS within NCD Prevention and Care: Kenya
3.1 Lessons Learned - and Difficulties in Implementation, 3.2 Ethical Dilemmas Regarding Prioritisation of MHPSS and NCDs Prevention and Care, 3.3 Emerging Mental Health Issues During the COVID-19 Pandemic - A Nepalese Perspective, 3.3a MHPSS Considerations During the COVID-19 Pandemic- A Case from Nepal
Course: Data Mining for Smart Cities
Modules:
Course Introduction, Meet Your Instructor
Necessity of Data Mining, Data and Mining Techniques, Applications of Data Mining to Smart Cities, Data Mining: Common Challenges, Uncertainty and How to Model It, Review of Random Variables, Population, Samples, and Statistical Inference, Parameter Estimation, Types of Collected Data, Data Quality, Data Preprocessing Tasks, Task Identification
Installing Python Using Anaconda Distribution, Python Data Types and Data Structures, Python Libraries for Data Mining: NumPy, SciPy, and Matplotlib, Feature Scaling and Standardization, Label Encoding for Categorical Variables, Handling Missing Values in the Data
Regression Analysis and Its Applications in Smart Cities, Linear Regression Problem and Its Solution, Advanced Regression Models, Classification Problem and Logistic Regression, Naïve Bayes Classifiers, Bayesian Network Classifiers, Decision Tree Classifiers and How to Train Them, Popular Decision Tree Algorithms and Their Shortcomings, Linear SVMs and How to Train Them, Nonlinear SVMs: The Kernel Trick, Ensemble Classifiers, Classifier Performance Evaluation
Introduction and Applications to Urban Systems, Association Rule Mining: Brute Force vs. Apriori, Generating Association Rules from Frequent Itemsets, Data Clustering and Similarity/Distance Measures, Distribution Model-Based Clustering Algorithms, Partitional Clustering Algorithms, Limitations of k-Means and Importance of Choosing Initial Centroids, Hierarchical Clustering, Density-Based Clustering Algorithms, Cluster Validity, Characteristics of Data, Clusters, and Clustering Algorithms
The Anomaly Detection Problem, Anomaly Detection Techniques: Part 1, Anomaly Detection Techniques: Part 2, Statistical Significance Testing, Hypothesis Testing
Neuron and ANN Models, Multilayer Feed-Forward ANNs, ANN Applications, Introduction to Deep Learning, Training a Deep Neural Network, Deep Learning for Smart Cities, Markov Process, Graphical Models, Discrete-State HMMs, Applications of HMMs to Smart Cities
Course Wrap-up
Course: Advancing Proficiency in U.S. Payroll Fundamentals
Modules:
Professional Certificate Introduction, Course 4 Introduction, Common Deductions, Deduction Calculations, Pre-tax and Post-tax Deductions, Calculating Accurately, Group-Term Life Insurance, Auto, Transportation, Calculating Net Pay
FIT and FICA Explained, Calculating FIT: In-Depth, State Employment Taxes, Multi-State Employment Taxation, Employer Federal Employment Taxes - What does the Employer pay?
Tax Deposits - Overview, Tax Deposits: In-Depth, Payroll Specialist Vignette: Jyothi, Tax Forms - the Breakdown, IRS Form W-2, Not Just Form W-2, Affordable Care Act (ACA)
Course: Key Enablers and Challenges in Implementing Industry 4.0
Modules:
Introduction to the Course, Meet your Instructor, Supply Chain Challenges in Implementing Industry 4.0: Overview, Overview of Supply Chain Challenges, Impact of Industry 4.0 on Supply Chain Dynamics, Strategies to Overcome Supply Chain Challenges, Case Studies: Successful Implementation of Industry 4.0 in Supply Chain Management, Legal and Regulation Challenges in Adoption: Overview, Importance of understanding Legal and Regulatory Landscape, Compliance Challenges in Industry 4.0 Adoption, Guidelines for Ensuring Legal Compliance in Industry 4.0 Initiatives, Skill Gap and Workforce Readiness: Overview, Identifying Skill Gaps in the Workforce, Training and Development Programs for Industry 4.0 Readiness, Addressing Workforce Challenges through Talent Management Strategies
Organizational Challenges in Adoption: Overview, Organizational Change Management in Industry 4.0 Adoption, Overcoming Resistance to Change within Organizations, Building a Culture of Innovation and Adaptability, Information Security and Data Management Challenges: Overview, Data Security Risks in Industry 4.0 Environment, Strategies for Securing Data in Smart Manufacturing Systems, Data Governance and Compliance Measures, Financial and Technical Challenges: Overview, Investment and Budget constraints in Industry 4.0, Addressing Technical Constraints in Implementation, ROI Analysis and Performance Metrics for Industry 4.0 Projects
Overcoming the Challenges Using Key Enablers and Drivers: Overview, Role of Enablers and Drivers in Industry 4.0 Success, Developing a Comprehensive Implementation Strategy, Leveraging Partnerships and Collaborations for Success, Technology Drivers and Enablers: Overview, Emerging Technologies Driving Industry 4.0 Adoption, Selecting the Right Technology Stack, Implementing Advanced Manufacturing Systems, Process and Data Enablers: Overview, Streamlining Processes and Optimizing the Ability to Scale, Process Improvement Methodologies in Operations, Data-Driven Decision-Making in Smart Manufacturing, Physical Infrastructure as Key Enablers: Overview, Importance of Accelerating Infrastructure Investments, Strategies to Revamp the Physical Infrastructure, Risk Assessment strategies during Restructuring, Leveraging People as Enablers: Overview, Human-Centric Design in Industry 4.0 Implementation, Upskilling and Reskilling Programs for the Workforce, Fostering a Culture of Innovation and Continuous Learning, Course Closure - Gratitude !, Specilisation Closure - Gratitude !
Course: Getting Started with Essay Writing
Modules:
Course Introduction Video, Academic Integrity Video Lecture
What is an Essay? Video Lecture, Introduction Paragraphs Video Lecture, Body Paragraphs Video Lecture, Paragraph Basics Video Lecture, Conclusion Paragraphs Video Lecture, The Writing Process Video Lecture
Introduction to Writing Compare/Contrast Essays, Compare/Contrast Essay Video Lecture, Teacher Discusses a Compare/Contrast Essay
Introduction to Writing Cause/Effect Essays, Cause/Effect Video Lecture, Teacher Discusses a Cause/Effect Essay
Introduction to Writing Argument Essays, Argument Essays Video Lecture, Teacher Discusses an Argument Essay
Course: Engineering Genetic Circuits: Design
Modules:
What is Systems Biology?, The Phage Lambda Example, What is Synthetic Biology?, A Brief History of Synthetic Biology, Cells and Viruses, Macromolecules, Genomes, Genetic Circuits
Sequence Ontology, SBOL Visual, Standard Parts, Data Repositories, FASTA and GenBank Standards, SBOL Data Model Overview, SBOL Data Model Details, SBOL Data Model Advanced Elements, Conversion of iGEM dataset, Comparison of Data Standards, Promoters, Operator Sites, Ribosome Binding Sites, Protein Coding Regions, Terminators, SynBioHub Tutorial, Excel2SBOL Tutorial
Basic Rules of Devices, Types of Devices, Biological Logic Gates, Genetic Inverter and Oscillator, Basic Biological Logic Gates, Chemical Inducer and One Gene Logic Gates, Sequential Logic Circuits, Genetic Toggle Switch, Genetic Muller C-Element, Genetic Circuit Design Challenges, SBOLCanvas Tutorial
Gene Cloning and Polymerase Chain Reaction, Vectors and Plasmids, DNA Assembly methods, BioBrick Standard Assembly, Golden Gate Assembly, End Homology Methods, DNA Synthesis
Introduction, Failure Modes, Context Issues, Alternative Genetic Circuit Design Styles, The Road Ahead
Course: The Construction Industry: The Way Forward
Modules:
Course Overview, History and Development of Construction Industry, Common Construction Industry Characteristics, Internal Challenges of the Industry
Ten Examples of the Trends, Aging in Infrastructure & Gap in Investment, Climate Change, Sustainability, Urbanization, The Workforce Shortage & Complex Regulation
Transformations Needed to Move Forward, Industry Transformation on Marketing, Government Transformation on Regulations and Policies, Government Transformation on Procurement
Companies Transformation on Strategy, Companies Transformation on Workforce, Companies Transformation on Process and Operation I, Companies Transformation on Process and Operation II
Rising Technology and Materials, New Technologies Innovation, Big Data, AI&ML, and 3D printing, Drones and Robotics, VR & AR, Digital Twin, Digital Technologies, Four Industrial Revolutions & Wrap up, Global Leader in Construction Management
Course: Building and Managing User Interfaces
Modules:
Part 1 - Frameworks - Foundations & More Standard Functions, Part 2 - Strings, Part 3 - Ranges, Part 4 - Numbers, Part 5 - Dates, Part 6 - Measurements, Part 7 - Timer, Part 1 - RegexBuilder Framework, Part 2 - Regex Builder, Core Graphics
Part 1 - XCode - Projects - Editor Area, Part 2 - SwiftUI Files, Part 3 - Canvas, Part 4 - Opaque Types, Part 1 - Text View (iOS 17), Part 2 - Modifiers, Part 3 - Color View, Part 4 - Materials, Part 5 - Images, Part 6 - SF Symbols, Part 7 - Event Modifiers, Part 8 - Custom Modifiers, Part 1 - Layout - Stacks, Part 2 - Safe Area, Part 3 - Priorities, Part 4 - Alignment Guides, Part 5 - Groups, Part 6 - Grids, Part 7 - Custom Views, Part 8 - Custom Layout, Part 9 - Generic Views, Environment
Part 1 - States - @State, Part 2 - @Binding, Part 3 - Binding Structures, Part 1 - Control Views - Button View, Part 2 - TextField View, Part 3 - SecureField View View, Part 4 - TextEditor View, Part 5 - Toggle View, Part 6 - Slider View, Part 7 - ProgressView View, Part 8 - Stepper View, Part 9 - GroupBox View, Part 1 - Model, Part 2 - Accessing the Model
Part 1 - Lists - Lists of Views, Part 2 - ScrollView View, Part 3 - Lazy Grids, Part 1 - List View, Part 2 - Sections, Part 3 - Edit Mode, Part 4 - Swipe Actions, Part 5 - Custom Buttons, Part 6 - Refreshable, Part 7 - Outline List, Tables, Part 1 - Picker View, Part 2 - Date Picker View, Part 1 - Forms, Part 2 - Disclosure Group
Course: Health in Complex Humanitarian Emergencies
Modules:
Intro/Welcome, What are CHEs/Top Priorities, Major Actors, Data Collection in Emergencies, Overview/Summary
Mental Health Populations, Reproductive Health, Food and Nutrition, Water, Sanitation, and Hygiene, Overview/Summary
Diarrheal Diseases, Vaccine Preventable Diseases / Measles, Malaria Control, Infectious Disease Emergency Response, Communicable Diseases - Acute Respiratory Infections, Non-Communicable Diseases, Overview/Summary, Supplementary: Diarrheal Diseases: A true life example from Haiti, 20
Shelter and Site Planning / Camp Management, Logistics Part I, Logistics, Part II, Mental Health Aid Workers, Wrap Up
Course: Developing a Leadership Framework
Modules:
Introduction Video
Introduction to Leadership (1 minute), What Leadership is NOT Lecture (15 minutes), What Leadership is NOT Summary (1 minute), Defining Leadership Lecture (13 minutes), Defining Leadership Summary (1 minute), Introduction to the 4D Leadership Development Framework Lecture (25 minutes), Introduction to the 4D Leadership Development Framework Summary (1 minute)
Innovative Leadership Styles Introduction (1 minute), Introduction to Leadership Styles Lecture (13 minutes), Introduction to Leadership Styles Summary (30 seconds), Servant Leadership Lecture (14 minutes), Servant Leadership Summary (1 minute), Participative Leadership Lecture (14 minutes), Participative Leadership Summary (1 minute), Transformational Leadership Lecture (22 minutes), Transformational Leadership Summary (1 minute), Character-Based Leadership Introduction (30 seconds), Character-Based Leadership Lecture (35 minutes), Character-Based Leadership Summary (2 minutes)
Defining Crisis Leadership Introduction (3 minutes), Defining Crisis Leadership Lecture (23 minutes), Defining Crisis Leadership Summary (3 minutes), Meta-Leadership in Times of Crisis Introduction (1 minute), Meta-Leadership in Times of Crisis Lecture (25 minutes), Meta-Leadership in Times of Crisis Summary (2 minutes), Decision-making for Crisis Leaders Introduction (1 minute), Decision-making for Crisis Leaders Lecture (34 minutes), Decision-making for Crisis Leaders Summary (3 minutes)
Course: Convolutional Neural Networks in TensorFlow
Modules:
Introduction: A conversation with Andrew Ng, A conversation with Andrew Ng, Training with the cats vs. dogs dataset, Working through the notebook, Fixing through cropping, Visualizing the effect of the convolutions, Looking at accuracy and loss, Week 1 Wrap up
A conversation with Andrew Ng, Introducing augmentation, Coding augmentation with the Layers API, Demonstrating overfitting in cats vs. dogs, Adding augmentation to cats vs. dogs, Exploring augmentation with horses vs. humans, Week 2 Wrap up
A conversation with Andrew Ng, Understanding transfer learning: the concepts, Coding transfer learning from the inception model, Coding your own model with transferred features, Exploring dropouts, Exploring Transfer Learning with Inception, Week 3 Wrap up
A conversation with Andrew Ng, Moving from binary to multi-class classification, Explore multi-class with Rock Paper Scissors dataset, Train a classifier with Rock Paper Scissors, Test the Rock Paper Scissors classifier, A conversation with Andrew Ng
Course: Inteligencia Artificial para personajes en Unreal Engine
Modules:
Bienvenida
Comportamientos básicos de la IA
Sistema de Interacción del NPC
Mensaje de despedida
Course: Compreender as dimensões interculturais na vida cotidiana
Modules:
Introdução ao curso
Introdução ao módulo, A linguagem nos torna humanos, A linguagem nos permite compreender e perceber a diversidade do mundo, Aprendo a expressar e definir a diversidade, Linguagem e expressão do mundo, ¿Somos iguais ou diferentes? Introdução da alteridade, A diversidade e o reconhecimento da alteridade nos tornam humanos
Introdução ao módulo, Identificando a alteridade 1, Identificando a alteridade 2, Desenvolver a reflexividade 1, Desenvolver a reflexividade 2, Identificar o problema
Introdução, Ativação de conhecimentos anteriores, Uso de vários repertórios linguísticos para comunicação, Construção de espaços linguísticos híbridos interculturais, Nossas experiências híbridas criam espaços simbólicos, Conclusão
Introdução e < o mundo inteiro >, As situações, Biografias linguísticas, Histórias de migração, A vídeo-carta, Os desenhos reflexivos, Desenhos reflexivos após a migração, Fechamento do curso
Course: Church Administration Theology and Time Management
Modules:
Church Administration Theology and Time Management, Overall Theological Approach to Church Admin, Church Admin as Church Practices, Connecting Hauerwas’s Christian Ethics to Church Admin, Poll Results and Interpretations, Week 1 Wrap-up (Key Takeaways and Setup for Next Week)
Church Admin as Pastoral Leadership, Pastoral Leadership of the Early Church (Beeley), Church Admin and Pastoral Leadership, Week 2 Wrap-up
Time Management to Time Stewardship, Time Management Principles (Means), Time Stewardship (Ends), Time Stewardship: What to Prioritize, Week 3 Wrap-up
Delegation and Meeting Stewardship (Intro), The Power of No and the Art of Delegation, Effective Meeting Management Principles, From Meeting Management to Meeting Stewardship, Week 4 Wrap-up, Course 1 Summary & Key Takeaways
Course: Teaching Children with Visual Impairment: Creating Empowering Classrooms
Modules:
Course introduction, Welcome to Week 1, The Visually Impaired Child in Different Educational Settings, Understanding Visual Impairment, Including Children with Visual Impairment in the Classroom, Understanding Low Vision in the Classroom, How Visual Impairment Affects Learning, Creating an Inclusive Classroom, Conversations About Our Schooling as Visually Impaired Children
Welcome to Week 2, Orientation and Mobility and Independent Living Skills, Career Education and Self-determination, Visual Efficiency and Compensatory Academic Skills, Social Interaction Skills, Recreation and Leisure, Braille Reading and Writing Skills, Conversations on Empowering the Visually Impaired Child
Welcome to Week 3, Exclusion from the Curriculum, Curriculum Differentiation for the Visually Impaired Child: Part 1, Curriculum Differentiation for the Visually Impaired Child: Part 2, Identifying Individual Learning and Teaching Support Material Needs, Providing Learning and Teaching Support Material Creatively, Being Smart About Assistive Technology, Low Technology and Purpose-built Assistive Devices, Assistive Devices for Learners with Low Vision, Common High Technology Devices, Conversations on the Experience of Accessible and Inaccessible Learning Material, Approaches to Making Learning and Teaching Material Accessible: Part 1, Approaches to Making Learning and Teaching Material Accessible: Part 2
Welcome to Week 4, Understanding Psychosocial Aspects of the Visually Impaired Child, Broadening Networks of Support, Collaborating as an Empowered Teacher, Conversations on Listening to Children with Visual Impairment, Closing Conversations on Key Insights for Teachers
Course: Potencia tu comunicación como líder
Modules:
Bienvenida, ¿Persuadir es manipular?, ¿hablar es comunicar?, ¿Sacas lo mejor o lo peor de la gente?, Los jinetes del apocalipsis de la comunicación, En el pedir está el dar: Mensaje Yo, La magia de la “compatía”
Course: The Newborn Assessment
Modules:
Introduction to The Newborn Assessment, Introduction and Vital Signs, Newborn Exam: Heart and Lungs, Newborn Exam: Lower Body, Newborn exam: Abdomen Area, Newborn Exam: Head Assessment
Why is it Important to Assess the Heart of Newborns?, Fundamentals of Newborn Cardiac Exam, Heart Murmurs, Heart Case Studies: Part 1, Heart Case Studies: Part 2, Heart Case Studies: Part 3
Ensure Newborn Lung Health, Lungs Case Studies: Part 1, Lung Case Studies: Part 2, Lungs Case Studies: Part 3
Identifying Signs that Require Immediate Medical Care: Part 1, Identifying Signs that Require Immediate Medical Care: Part 2, Identifying Signs That Require Urgent Medical Care, Newborn Breathing, Identifying Reassuring Normal Signs, More Reassuring Normal Signs
Newborn Skin Concerns: Part 1, Newborn Skin Concerns: Part 2, Newborn Rashes, Newborn Skin Lesions
Course: Mediation and Conflict Resolution
Modules:
Introduction of the MOOC, Mediation : introduction and definition, Mediation : where, why ?, Mediation : How ? Roles and styles, The advantages of mediation, The mediation cycle (part 1), The mediation cycle (part 2)
Getting ready: as a party, Getting ready: as a mediator, Resources for the mediator, Joint or Separate Meeting?, The challenge of confidentiality, Traps for the mediator
The diversity of workplace conflicts, Mediation within an organization's "Dispute resolution system", Mediation of individual grievances, in work : the case of supervisor harassment (part 1), Mediation of individual grievances, in work : the case of supervisor harassment (part 2)
Mediation of collective conflicts in work (part 1), Mediation of collective conflicts in work (part 2)
Introduction, What is International Political Mediation?, The Taif Agreement (1989) - part 1, The Taif Agreement (1989) - part 2, Mali - part 1, Mali - part 2, Mediation in a Protracted violent War: bringing peace to Syria - part 1, Mediation in a Protracted violent War: bringing peace to Syria - part 2, Mediating Conflict in Europe: the case of Ukraine - part 1, Mediating Conflict in Europe: the case of Ukraine - part 2, Why do mediators mediate?, Conclusion
Course: Introduction to solar cells
Modules:
Welcome to Introduction to Solar Cells
History of solar cells, Space applications for solar cells
Why do we need renewable energy?, Why do we need solar energy?, Sunlight at Earth
Solar cell efficiency, Power from a solar cell, The IV curve, Measuring an IV curve, Light sources
Modelling a solar cell, Series and parallel connections
How do solar cells work?, Semiconductors, The pn-junction
How efficient can solar cells be?, Reflection and absorption
Silicon solar cells, How do silicon solar cells work, How are silicon solar cells made?, How are silicon solar cells fabricated, Summary
Thin film solar cells, Thin film technologies, Thin film solar cell production, Summary
Polymer solar cells, How do polymer solar cells work, Production of polymer solar cells, Coating techniques, Printing techniques, Summary
Three generations of solar cells, Emerging solar cell technologies
Course: Contabilidad como Herramienta Gerencial
Modules:
Bienvenida
Paquete de estados contables de presentación, Paquetes de estados contables - Presentación, Análisis económico financiero, Caso Cash Flow, VAN y TIR
Costos, Planeamiento y presupuesto
Course: Introduction to Image Generation - 繁體中文
Modules:
圖像生成 簡介
Course: Network Principles in Practice: Cloud Networking
Modules:
Welcome Message, How to Read an Academic Paper, Cloud Background Overview, Virtualization Overview, Datacenter Fabric (VL2), Google Cloud Platform (GCP), Terraform Overview, Terraform with GCP
VPC Module Overview, Creating a VPC in Google Cloud Platform, Software Defined Networking, Google's Andromeda, Azure's AccelNet (SmartNIC), VPC A Bit Deeper and Assignment Overview
WAN Overview, VPC Peering, Cloud NAT, Microsoft's Software-Driven WAN, Google's Espresso, Lab Overview
Network Services Overview, Load Balancing: Part 1, Load Balancing: Part 2, Load Balancing Example, Autoscaling, Google's Maglev, Content Distribution Networks (CDN), Akamai's Network, Module 4 suggested Lab Overview
Hybrid Networks Overview, VPN, Direct Connect, Inter-cloud
Course: Introduction to Spreadsheets and Models
Modules:
1.1 Objectives and a Little Spreadsheet History, 1.2 Navigating a spreadsheet and crafting formulas, 1.3 Using functions, 1.4 Using conditional expressions in formulas, 1.5 Common errors in spreadsheets, 1.6 Differences between Sheets and Excel
2.0 Module Introduction, 2.1 Using assumptions and decision variables in spreadsheet models, 2.2 Structuring a spreadsheet to model variables, objectives, and objective functions, 2.3 Constructing simple cashflow model, 2.4 What-if analysis and sensitivity analysis, 2.5 Limits to simple, deterministic models
3.0 Introduction, 3.1 Random variables and probability distributions, 3.2 Changes in discrete and continuous time, 3.3 Power, exponential, and log functions, 3.4 Probability trees and decision trees, 3.5 Correlation and Regression
4.0 Introduction, 4.1 Monte Carlo Simulations, 4.2 Linear Programming, 4.3 Next Steps, and Differences between Excel and Sheets
Course: لغة البرمجة C++ لمبرمجي اللغة C، الجزء (أ)
Modules:
1.1 نظرة عامة وتنظيم الدورة التدريبية, 1.2 البدء, 1.3 تحويل برنامج C إلى C++, 1.4 استخدام التعليمة البرمجية C++, 1.5 تحسينات C++, 1.6 مزايا C++, 1.7 اللغة C++ أفضل من C, 1.8 دالة التبديل C, 1.9 دالة التبديل في C++, 1.10	الدالات العامة
2.1 الدالات العامة والدالات الخاصة بلغة البرمجة C++, 2.2 وسيطات متعددة القوالب, 2.3 نظرية الرسم البياني والخوارزميات, 2.4 الرسم البياني كهيكل بيانات, 2.5 أقصر مسار لـ Dijkstra, 2.6 إنشاء إنواع C++, 2.7 التعداد والتحميل الزائد للمشغل, 2.8 مثال: أيام typedef, 2.9 الطريقة الطبيعية لبناء عناصر واجهة المستخدم, 2.10 نقطة C++
3.1 فئات C++ وتوجيه الكائنات, 3.2 النقطة ودالة الإنشاء الخاصة بها, 3.3 المزيد من دالات الإنشاء, 3.4 استخدام خوارزمية Dijkstra, 3.5 الخوارزمية is-connected, 3.6 التجميعات المركبة - القوائم, 3.7 القائمة, 3.8 تسلسل Print(), 3.9 قائمة أكثر تفصيلاً, 3.10	النسخ العميقة مقابل الضحلة, 3.11 دالة الإتلاف, 3.12	دالات إتلاف البيانات الديناميكية في STL
4.1 MST, 4.2 Jarnik-Prim MST, 4.3 Jarnik-Prim MST: نظرة أخرى, 4.4 خوارزمية Kruskal, 4.5 التحميل الزائد واختيار الدالة, 4.6 STL وSTL C++11, 4.7 مثال STL, 4.8 ميزة C++11: auto, 4.9 طرق المتجهات, 4.10 المزيد من التعليمات البرمجية, 4.11	ميزة C++11: لسطر الأوامر, 4.12	ملف الإدخال STL, 4.13	فئات المكررات, 4.14	إخراج رسم بياني عشوائي
ممارسة الاختبار 1, الاختبار النهائي