dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Portfolio Selection and Risk Management
Modules:
Introduction & Welcome to class, Overview – No free lunches! Risk and return trade-off, Measuring returns: Geometric average returns, Measuring returns: Arithmetic average returns, Measuring risk: Volatility of returns, Alternative measures of risk, More on measuring risk and risk measures, Measuring risk and return: Illustration with four stocks, Historical record on risk-return patterns, Summary
Introduction: Measuring portfolio risk and return, Measuring the expected return of a portfolio, Let’s review how we measure risk for a single asset, Finding the volatility of a portfolio return, Portfolio volatility: Another example, Measuring the co-movement between securities, Putting it all together… portfolio risk and diversification, Diversification and portfolio risk, Diversification: A graphical illustration with two assets, Diversification: A graphical illustration with three assets, Diversification: Systematic risk and idiosyncratic risk, Diversification: An illustration from international equity markets (US and Japan only), Mean-variance frontier and efficient portfolios: International equity investment example (G5 countries), Are you diversified adequately?, Mean-variance portfolio analysis, Summary
Introduction, Preferences: Utility functions, Risk aversion, Expected utility, Mean-variance preferences, Portfolio choice problem with mean-variance preferences: A graphical illustration with equity and bond data, Summary
Introduction, Capital allocation line, Solving for the optimal capital allocation, Optimal capital allocation example: U.S. equities and Treasuries, Finding the optimal risky portfolio: Maximizing the Sharpe ratio, Main insight: The optimal risky portfolio is independent of preferences, Finding the optimal risk portfolio when you have multiple risky securities, Investment decision process, What’s wrong with mean-variance portfolio analysis?, Summary
Introduction, From optimal portfolio choice to asset pricing models, Insight #1 from Capital Asset Pricing Model: Passive investing is efficient, Insight #2 from Capital Asset Pricing Model: What determines the market risk premium?, Beta and systematic risk, Capital Asset Pricing Model: Expected return-beta relationship, Multi-factor models, Fama-French three-factor model, Summary
Course: API Basics 4: Build a Personal Dashboard (Promise Rejection)
Modules:
APIs (Promise Rejection) Quiz
Course: Less Stress, Better Health
Modules:
A Welcome Video From Your Instructor, Get Started With PsycLearn Essentials!, Metacognitive Checkpoints: Pause and Reflect on Your Learning
Welcome to Less Stress, Better Health!, Course Overview and Course Learning Objectives, Module Introduction and Module Learning Objectives: Understanding Stress, Think About How Stress Affects You, Theories of Stress II: The Transactional Model, Categories of Stress, What Are the Common Sources of Stress?, Video Description of the General Adaptation Syndrome Model Infographic, Video Description of the Transactional Model of Stress Infographic
Module Introduction and Module Learning Objectives: The Psychological and Social Consequences of Stress, The Everyday Effects of Stress, How Stress Creates Psychological Disorders, Stress Among Marginalized Groups, We’re Not Our Best Selves When We’re Stressed, Stress Is Contagious in Relationships, Video Description of The Psychological and Social Consequences of Stress Infographic
Module Introduction and Module Learning Objectives: The Physiological Consequences of Stress, Video Description of The Physiological Consequences of Stress Infographic
Module Introduction and Module Learning Objectives: Coping With Stress and Building Resilience, Introduction to Coping and Resilience, A Simple Mindfulness Exercise, How to Build Resilience, Video Description of the Coping With Stress and Building Resilience Infographic
Introduction to the Course Summary
Instructor's Note:  Next Steps
Glossary, References, Contributors
Introduction to APA Resources, Student Resources, APA Style®, Research, and Writing, Students from Diverse Ethnic, Cultural, and Economic Backgrounds, Psychology Help Center, Psychology Careers, Careers and Internships at APA, Other APA Resources
Course: Splunk Search Expert 103
Modules:
Understanding Transactions, Transaction Command, Working with Transactions, Complete and Incomplete Transactions, Optimizing Transactions, Introduction to Subsearch, Append Command, Appendcols Command, Join Command, Union Command
Introduction, Using the Search Job Inspector, SPL Commenting, Splunk Architecture, Streaming vs. Non-Streaming Commands, Breakers and Segmentation, Makeresults Command, Fieldsummary Command, Informational Functions
Introduction, What are multivalue fields?, Spath Command, Spath Function, Multikv Command, List Function, Values Function, Transaction Command, Creating Multivalue Fields, Split Function, Makemv Command, Evaluating Multivalue Fields, Mvindex Function, Mvfilter Function, Manipulating Multivalue Data, Mvzip Function, Mvjoin Function, Mvmap Function, Mvappend Function, Mvexpand Command
Search Optimization Overview, Splunk Search Scheduler, Search Acceleration Overview, Report Acceleration, Data Model Acceleration, Datamodel Command, Tstats Command
Course: Global Energy and Climate Policy
Modules:
Welcome to the Global Energy and Climate Policy MOOC, Introduction - Addressing the climate crisis, Week 1 Introduction, The future use of fossil fuels, Solutions for excess carbon production, The developing world
Week 2 Introduction, Nuclear power as an alternative to fossil fuel, The cost of nuclear power
Week 3 introduction, Policy interventions to upscale renewables, Focus on Feed in Tariffs
Week 4 Introduction, Issues of governance and integrated policy
Week 5 Introduction, Energy Security 1, Energy Security 2 - Diversification and Cost
Week 6 Introduction, Paris Agreement - A Global Agreement, The Paris Agreement: Government, Policy and Economics, Thank you and farewell
Course: Google Cloud Product Fundamentals auf Deutsch
Modules:
Willkommen bei "Google Cloud Product Fundamentals"
Einführung, Modernisierung der Infrastruktur, Hybrid- und Multi-Cloud, Sicherheit, Ressourcenhierarchie und Vertrauensgrenzen, Identitäts- und Zugriffsverwaltung, Kernprodukte und -lösungen der GCP, Computing
Einführung, Der Umstieg in die Cloud, Herausforderungen bei der Anwendungsentwicklung, App Engine, Datenspeicherung, GCP-Datenlösungen, GCP-Objektspeicherlösungen
Einführung, Was ist maschinelles Lernen?, Datenanforderungen für ML, Prognosen und wiederkehrende Entscheidungen, Praxisbeispiele für ML, KI und ML in der GCP
Einführung, Schneller arbeiten, Fundierte Entscheidungen treffen, Eine Kultur der Zusammenarbeit schaffen, Vorteile der G Suite
Einführung, Grundlagen der Cloud-Kostenverwaltung, Gesamtbetriebskosten bei Cloud-Nutzung, Best Practices für das Verwalten von Cloud-Kosten
Zusammenfassung
Course: Social Determinants of Health: Planetary Health
Modules:
Introduction to Course 5: Planetary Health, Introduction to Planetary Health Part 1, Evolution of the Planetary Health Paradigm Part 2, How Does Planetary Health Address Environmental Determinants of Health? Part 3
Introduction to Planetary Health Values and Sources of Knowledge, Planetary Boundaries and Key Data Indicating Our Current Status Part 1, Key Disruptions of Natural Systems and Their Human Health Impacts Part 2, Planetary Health Values Part 3, Sources of Planetary Knowledge Part 4
Introduction to Planetary Health Action and Movement Building, Emerging Evidence-Based Planetary Health Solutions Part 1, Core Principles of Movement Building Part 2, Interview with Dr. Julia Nerbonne, Reason for Hope Part 3
Planetary Health, Futures Thinking, and Foresight Leadership Part 1, Planetary Health, Futures Thinking and Foresight Leadership Part 2
Introduction to Regression Analysis and Scatter Plot Visualization Part 1, Regression Analysis and Scatter Plot Visualization Part 2
Course: Internal Communications Framework
Modules:
Increase Employee Engagement Through Communications
Build a Strong Culture Through Communications, Guest Speaker, Lisa Liddane on Corporate Communications Role in Building a Strong Culture
Effective Communication in Leadership, Guest Speaker, Lisa Liddane on Differentiating Between Executive and Staff-Level Communications
Best Practices in Crisis Communications
Course: Validity and Bias in Epidemiology
Modules:
Introduction to Course, Validity, Selection Bias, Information Bias
Introduction to Confounding, Criteria for Confounding, Criteria for Confounding: An Example
Controlling for Confounding at the Design Stage, Controlling for Confounding at the Design Stage: Example, Controlling for Confounding at the Analysis Stage, Controlling for Confounding at the Analysis Stage: Example, Directed Acyclic Graphs (DAGs)
Effect Modification, Confounding vs Effect Modification, Causation, Course Summary
Course: Professional Selling: Step 3 - Become a High-Performer
Modules:
Course Intro, Meet Your Instructors - Philosophy of This Specialization, The Sales Engagement Begins, The Sales Call Plan, Opening the Conversation, Seek Out Connections
Introduction and Overview, Stay Focused, Build Conviction, Quantifying the Solution, Cost Benefit Analysis, Return on Investment, The FABC Process
ABC's of Handling Objections, Importance of Role Playing, Preparing for Customer Concerns, Building Trust at Every Step of the Process, Understanding the Four-Step Process, Tracking the Conversion Ratio
Introduction, Proven Methods of Gaining Commitment, What to Do After the First No, What to Do After the Sale is Made, Sales Negotiation Preparation, Principles and Guidelines
The Art of the Follow-Up: The Benefits, The Art of the Follow-Up: The Process
Course: Water: an essential resource
Modules:
The water behind us: contamination sources and prediction modeling, Emerging contaminants in drinking water and food – Two examples: PFAS and Bisphenol A, Risk assessment to address the change: how a probabilistic approach can help decide, Drinking water quality and risk: false myths to dispel, ASAP project: participated paths and behavioral change
Technologies to deal with groundwater novel issues, Sustainability in groundwater remediation, The drinking water production chain: available technologies, Materials in contact with water as possible contamination source, New eco-designed materials for water treatment
New tools for flexible and resilient monitoring campaigns, Soft sensors for the development of early warning systems, Sensors and Electronics for Distributed Water Quantity and Quality Wireless Monitoring, The Dirty Sensing project: an inline pervasive monitoring tool for pipes fouling, Computational Fluid Dynamics (CFD) for reactor modelling
Course: Regression Analysis: Simplify Complex Data Relationships
Modules:
Introduction to Course 5, Tiffany: Gain actionable insights with regression models, Welcome to module 1, PACE in regression analysis, Introduction to linear regression, Mathematical linear regression, Introduction to logistic regression, Wrap-up
Welcome to module 2, Jerrod: The incredible value of mentorship, Ordinary least squares estimation, Make linear regression assumptions, Explore linear regression with Python, Evaluate uncertainty in regression analysis, Model evaluation metrics, Interpret and present linear regression results, Wrap-up
Welcome to module 3, Introduction to multiple regression, Represent categorical variables, Make assumptions with multiple linear regressions, Interpret multiple regression coefficients, Interpret multiple regression results with Python, The problem with overfitting, Top variable selection methods, Regularization: Lasso, Ridge, and Elastic Net regression, Wrap-up
Welcome to module 4, Hypothesis testing with chi-squared, Introduction to the analysis of variance, Explore one-way vs. two-way ANOVA tests with Python, ANOVA post hoc tests with Python, Ignacio: Discovery at every stage of your career, ANCOVA: Analysis of covariance, More dependent variables: MANOVA and MANCOVA, Wrap-up
Welcome to module 5, Find the best logistic regression model for your data, Construct a logistic regression model with Python, Evaluate a binomial logistic regression model, Key metrics to assess logistic regression results, Interpret the results of a logistic regression, Answer questions with regression models, Wrap-up
Welcome to module 6, Leah: Strategies for sharing models and modeling techniques, Introduction to your Course 5 end-of-course portfolio project, End-of-course project wrap-up and tips for ongoing career success, Course wrap-up
Course: Developing Explainable AI (XAI)
Modules:
The Black Box: Motivation for XAI, A Good Decision, Defining Interpretability, Explainability, and Transparency, Responsible AI, Algorithmic Bias
Challenges & Tradeoffs in XAI, Interpretable ML, Explanation Techniques, Deep Neural Network Explanations, Explaining Generative AI, XAI in LLM Challenges, XAI in LLM Fine-tuning, XAI in LLM Prompting, XAI in Knowledge Augmentation (RAG), Emerging Trends, Open Challenges, and Considerations
Human-AI Interaction, UX Considerations and Best Practices, Guest Lecture - AI+UX [Ryan Bolick, Head of Product at Driver], Integrating XAI in the Decision-making Process, Guided Case Study (Decision-Making), Importance and Introduction to XAI Evaluation, Human Evaluation, Functional Evaluation, Proxy Tasks, Fairness, Specialization Evaluation, Introduction to XAI Security and Robustness, Robust Model Training, Data Privacy and Protection, Auditability and Continuous Monitoring, Guided Case Study
Course: Financial Planning
Modules:
An Introduction to the Financial Planning Program
Financial Planning, Significance of Financial Planning, Key Components of a Financial Plan, Concept Behind Saving Money, Savings for Emergencies, Savings for Retirement, Retirement Savings Options in India, Planning for Children's Education, Channelizing savings into investment(s), Investment Options Available to An Individual, Assets & Liabilities, Inflation, Time Value of Money, Compounding, Market Cycles, Monetary Policy, Introduction to IPO_Part 1, Introduction to IPO_Part 2, Benefits of Going Public through an IPO, Risks Associated with an IPO, Factors to evaluate an IPO, Loans, Terminologies related to Loans, Loan Processing, Amortization Schedule, Good vs Bad Loans, Credit Cards, Credit Score
Roadmap to Financial Independence
Income and its types, Understanding Income Source_Part 1, Understanding Income Source_Part 2, Understanding Income Source_Part 3
Introduction, Definition of Money, Financial Freedom, Financial Literacy, Need for Financial Planning, Wealth Planning, Steps of Financial Plan_Part 1, Steps of Financial Plan_Part 2, Goal Based Investing, Asset Allocation, Power of Compounding, Drafting a Financial Plan, Financial Plan_Table, Investing Products, Risks, Fixed Deposits, Recurring Deposits, Public Provident Fund, Sukanya Samriddhi Yojna (SSY), Senior Citizen Savings Scheme, National Savings Certificate (NSC), Kisan Vikas Patra (KVP), RBI Floating rate Savings Bond, Mahila Samman Bachat Patra, Company Deposits, Sovereign Gold Bonds (SGBs), Corporate Bond and Debentures, National Pension Scheme, Stock and Equity, Mutual Fund, SEBI Categorization, Do’s and Don’t of Mutual Fund, Size of the Fund, Life Insurance - A good Investment, Reits & Invits, Portfolio Management Services, Alternative Investment Fund, Cryptocurrency_an asset and an investment, Resistance to Long term Investment, Rent vs Buy, Investing is not a number game
Insurance, Life Insurance and Its Needs, Ideal Life Insurance Cover, Types of Life Insurance Policies in India, Understanding Term Insurance, Riders available with Term Insurance, Premium Payment Options, Pointers to avoid Claim Rejection, Parameters to choose the Life Insurance Company, Health Insurance and its needs, Ideal Health Insurance Cover, Classification of Health Insurance Policies, Clauses in Health Insurance plan, Waiting Period and its types, Top-up vs Super Top-up Restoration of Base Cover, Important Features of Health Insurance Policy, Parameters to choose the Health Insurance Company
Taxation
Course: Design Thinking: Ideas to Action
Modules:
Step 8: Brainstorming, Creating a Successful Brainstorming Environment, Creating a Successful Brainstorming Session for Action, Step 9: Develop Concepts, Taking Action and Creating Concepts
Step 10: Create Some Napkin Pitches, What Napkin Pitches Can Help Us Do, IBM: Introduction to a Process of Experimentation, IBM: The Problem and Approach, IBM: What Is? and What If?, IBM: What Wows? and What Works?, Step 11: Surface Key Assumptions, Using Four Tests to Define Key Assumptions, Setting Appropriate Test Strategies, The Importance of Thought Experiments, Characteristics of a Good Hypothesis, Prioritizing Ideas, Using Existing Data to Test Assumptions
Step 12: Make Prototypes, Guidelines for Making Prototypes, A Continuum of Prototyping, Case Study: Eaton Next Generation Meter, Case Study: Vision Screening Kiosk, Step 13: Get Feedback from Stakeholders, Introduction to the Co-Creation Tool, Examples of Co-Creation Using a Poster, Examples of Co-Creation Using Card Sorts and Sticky Notes, Examples of Co-Creation Using a Storyboard
Step 14: Run Your Learning Launches, Designing a Successful Learning Launch, Getting Started on Your Learning Launch, In-Market Experiments, Learning Plan Timeline, Thought Experiments, Examples of 2D and 4D In-Market Experiments, Life Reimagined Project: A 4D In-Market Experiment, The Movement in the Design Thinking Journey, Delivering Validated Learning Against Your Key Assumptions, Giving and Receiving Feedback
Step 15: What's Next?, Importance/Difficulty Matrix, Measuring Impact, Staying in the Question, Searching for Higher Ground, Helping Us Curate, Removing Barriers and Increasing Speed of Learning, Comfort with Emptiness and Leaving Space
Course: Introduction to AWS Cloud Careers
Modules:
Welcome to the Course and Series, Meet the Instructors, Why Does Cloud Computing Matter?, Public, Private, and Hybrid Cloud, Cloud Terminology, What is IaaS, PaaS, and SaaS?, Traditional IT Roles and Cloud Roles, Let's Talk About Roles in the Cloud, Summary of Week 1
Week 2 Introduction, A Word About Role Types, Interview with a Solutions Architect Amazonian, Interview with a Data Scientist, Interview with a Software Developer Amazonian, Interview with a System Administrator Amazonian, Interview with a Security Engineer Amazonian, Interview with a Technical Account Manager Amazonian, Summary of Interviews, Course Wrap-Up
Course: The Business of Product Management II
Modules:
Nancy Rates Product Visions, Thank You!, Nancy Ranks Roadmaps, Nancy Rates More Product Roadmaps, Reading Public Roadmaps and Symbols, Parting Thought, Veronica Pinchin 1 How to Lead a Product Organization, Veronica Pinchin 2 Product Vision vs. Product Roadmap, Veronica Pinchin 3 How Product Roadmaps Evolve, Veronica Pinchin 4 Managing Demands to Change Your Roadmap, Why Giants Fall, How PMs Execute OODA Loops, Attack Your Backlog with Velocity, Track Your Velocity Over Time, Parting Thought
KPIs in Theory and Practice, Google-style OKRs, Facebook-style North Stars, Kate Zhang 1 Effective Analytics, Kate Zhang 2 How to Work with KPIs Part 1, Kate Zhang 3 How to Work with KPIs Part 2, Experiment Elements 1-5, Experiment Elements 6-7, Famous A/B Tests, Net Promoter Score (NPS), NPS-Based Product Strategy, CSAT and CES, Parting Thought, Barkha Saxena 1 How PMs Lead Data Scientists, Barkha Saxena 2 How to Run Experiments, Barkha Saxena 3 Eurika Moments
Introduction to Retention, Addicting Your Customers 1, Addicting Your Customers 2, Addicting Your Customers 3, Loyalty & Churn, Monetizing the Customer Journey, Advanced Pricing Techniques 1, Advanced Pricing Techniques 2, Price Vocabularies, Understand Your Financials, Value Your Business, How People Manipulate Financials, Reflect & Review, Congratulations!
Course: 营养与健康
Modules:
课程介绍, 欢迎
正常的身高和体重, 人体每天需要摄入的re量1, 入的热量人体每天需摄入的热量2, 食物中的营养成分和人体所需的营养
2-1-2碳水化合物（1）, 2-1-2碳水化合物（2）, 2.1脂类化合物, 2.2脂类化合物, 2.3脂类化合物
3-1-1矿物质（1）, 3-1-2矿物质（2）, 3-2-1矿物质（3）, 3-2-2矿物质（4）, 3-3-1维生素综述, 3-3-2维生素A, 3-3-3维生素D, 3-3-4维生素E和维生素K, 3-4-1维生素B1, 3-4-2维生素B2, 3-4-3维生素B3, 3-5-1维生素B6和维生素B7, 3-5-2维生素B11B12, 3-5-4维生素C, 3-6水和膳食纤维
4-1食物营养价值的评价, 4-2-1谷物类（1）, 4-2-2谷物类（2）, 4-3蔬菜类, 4-4鱼禽肉蛋类, 4-5乳类和豆类
5-1营养与肥胖, 5-2营养与高血压, 5-3营养与高血脂 高胆固醇, 5-4营养与糖尿病, 5-5营养与痛风, 5-6-1营养与肿瘤（1）, 5-6-2营养与肿瘤（2）
Course: Social Determinants of Health
Modules:
Course Introduction, Introduction: Social Determinants of Health, Defining Health Disparities, Reasons for Inequalities, Historical Context and Social Justice
Social Determinants of Health, Theoretical Considerations in Achieving Health Equity, Environmental and Cultural Contexts
Social Determinants of Health and the Health Care System, The Health Care System: Immigration Status and Sexual Identity, Unconscious Bias
Social Determinants of Health: Ethnic Identity and Discrimination, Social Determinants of Health: Culture, Gender, and Power, Changing Structures that Reproduce Bias, Progress Towards Health Equity Interventions, Barriers to Health Equity Interventions, Innovative Interventions to Achieve Health Equity: Promising Approaches
Course: Photovoltaic Systems
Modules:
Welcome, The Terminology of PV, A Brief History of PV, The PV Learning Curve
Introduction: The Sun, The Solar Spectrum, Components of Solar Radiation, Solar Resource Facility at DTU Risø, Example: Estimation of PV Power Production
Formation of Solids and Electronic Band Structures, Light Absorption and the Photovoltaic Effect, Recombination and Transport of Charge Carriers, Doping of Semiconductors and pn-Junctions, Working principles of Solar Cells, Introduction: The IV-curve, The Maximum Power Point, The Non-ideal Diode Equation
Electrical Cell Interconnection, Mismatch Losses and Bypass Diodes, Module Components, Module Fabrication Process, Module Fabrication Facilities at DTU Risø, Module Design Guidelines and Qualification Tests, Cell Cutting, Advanced Module Designs
PV Power Characteristics, PV loading techniques, Maximum power point tracking, Power Converters in PV Applications, DC-DC Converters, PV Inverters, Efficiency of power converters, PV inverter types, Interfacing PV Systems with the Electric Grid, Introduction to Balance of System, Electrical Balance of System, Mechanical Balance of System, End of the Course
Course: Cómo autoconstruir tu vivienda
Modules:
Bienvenida, Conoce a tus profesores, Limpieza del terreno, Trazo, Niveles de piso, Relleno del terreno
Identificación del suelo, Excavación para cimientos, Trazo y construcción del drenaje, Cimientos de piedra y de concreto
Impermeabilización en desplante de muros, Construcción de muros y castillos, Bloques huecos de concreto y tabiques, Paneles de poliestireno
Mezclas de concreto, Mortero y cemento blanco, Firmes, Agradecimientos
Course: Certified Cloud Security Professional (CCSP)
Modules:
CCSP overview, CIA triad, Governance principles, Control frameworks, NIST cyber security framework, Regulatory compliance
Cloud computing concepts, Cloud reference architecture, Cloud service deployment models, Security aspects of virtualization, Principles of secure cloud computing, Design requirements, Cloud model boundaries, Protecting sensitive information, Threat modeling
Classification and categorization, Data lifecycle, Information rights management (IRM) and Digital rights management (DRM), Data retention, Data audits, Data destruction and disposal
Cloud storage architecture, Cloud security strategies, Cloud platform risks and responsibilities, Disaster recovery (DR) and Business continuity management (BCM)
Software development life cycle (SDLC), Software testing, Application architecture elements of cloud services, Auditing in the cloud
Physical and logical operations, Monitoring, capacity and maintenance, Change and configuration management, Risk appetite and risk tolerance, Security training and awareness
Legal concepts, Intellectual property laws, Service level agreement (SLAs), Assurance framework and certifications, Cloud security alliance (CSA) security, trust and assurance registry (STAR)
Exam essentials, The CCSP exam
Course: Building Web Applications in PHP
Modules:
Why PHP?, Welcome to Course 1 In the Specialization, Our Technologies, HyperText Transfer Protocol (HTTP), Request/Response Cycle, Bonus: Office Hours in San Francisco, Fun: Dr. Chuck Sings the Blues in Geneva Switzerland
HyperText Markup Language, HTML Tags, Code Walkthrough: HTML, Bonus Video: Office Hours in Raleigh, NC
Cascading Style Sheets (CSS), Code WalkThrough: CSS Basics, Styling with CSS, Images, Colors, and Links in CSS, Code WalkThrough: Styling with CSS, Bonus Video: Office Hours in Philadelphia, PA
Installing MAMP on Macintosh, Installing MAMP on Windows10, Installing XAMPP on Windows10, Bonus: Brian Behlendorf - Apache Foundation, Bonus: Office Hours Vancouver, BC
Introduction to PHP, PHP - Basics, PHP - Keywords, PHP - Expressions, PHP - Control Structures, Bonus: Rasmus Lerdorf - Inventing PHP, Bonus: Office Hours, Seattle, WA
PHP - Arrays, PHP - Array Functions, HTTP & PHP Arrays, Windows: Using NGrok with the Autograder, Macintosh: Using NGrok with the Autograder, Bonus: Office Hours, Capetown South Africa
PHP - Functions, PHP - Variable Scope, PHP - Modularity, Bonus: Office Hours, Shoreditch, London, UK
HTML Forms, Using GET and POST with Forms, HTML Input Types, Code Walkthrough - HTML Input Types, HTML5 Input Types, Processing Form Data and HTML Injection, Code Walkthough Forms and HTML Injection (1), Guessing Game, Code Walkthrough - Guessing Game, Model View Controller (MVC), Bonus: Bletchley Park Office Hours
Course: Responsible AI: Applying AI Principles with GC - Indonesia
Modules:
Pengantar kursus, Google dan responsible AI, Pengantar Prinsip AI Google
Laporan Economist Intelligence Unit, Kasus bisnis untuk inovasi yang bertanggung jawab
Pertimbangan teknis dan permasalahan etis AI, Kekhawatiran tentang kecerdasan buatan
Bagaimana prinsip AI Google dikembangkan, Menemukan masalah etis, Tujuan etis prinsip AI Google
Tata Kelola AI Google, Proses peninjauan Google Cloud, Studi Kasus Pengenalan Selebritas
Proses penemuan masalah, Hal yang telah kita pelajari dari pengoperasian Prinsip-AI: Tantangan, Hal yang telah kita pelajari dari pengoperasian Prinsip-AI: Praktik terbaik
Melanjutkan perjalanan menuju responsible AI
Course: Cloud Security on AWS
Modules:
Course Introductory Video, Applying the AWS Shared Responsibility Model, Getting Started with AWS Cloud Essentials, Explore the AWS Security Services, Foundations and its's Pillars, Managing AWS Risk and Compliance program, Securely Manage AWS Identity and Access Management
(IAM), Centrally Manage AWS IAM Identity Center (successor to SSO), Implement Secure Identity Management and User Authentication to Amazon Cognito, Access Control on Amazon Verified Permissions, Centralized User and Device Management for AWS Directory Service, Automate Security Checks, Centralize Alerts with AWS Security Hub, Protect AWS accounts with threat detection using Amazon GuardDuty, Continual vulnerability management at scale with Amazon Inspector, Observe and Monitor Resources and Applications on AWS with Amazon CloudWatch, Centralized Firewall Rule Management with AWS Firewall Manager, Deploy VPC Network Firewall Security using AWS Network Firewall, Protect Web Applications from Exploits with AWS Web Application Firewall (WAF), Filter and control outbound DNS traffic for your VPCs with Amazon Route 53 Resolver DNS Firewall, Discover and Protect your Sensitive Data at Scale with Amazon Macie, Create and Control Keys to Encrypt using AWS Key Management Service (AWS KMS), Centrally Manage Secrets using AWS Secrets Manager, Analyze and visualize security data to investigate potential security issues with Amazon Detective, Scalable, cost-effective application recovery to AWS using AWS Elastic Disaster Recovery, No cost, Self-service Portal for On-demand Access to AWS Compliance Reports with AWS Artifact
Course: Control of Nonlinear Spacecraft Attitude Motion
Modules:
Course Introduction, Module 1 Introduction, 1: Overview of Nonlinear Control, 1.1: Overview Stability Definition Discussion, 1.2: Nonlinear Equations Representation, 2: Definition: Neighborhood, 3: Definitions: Lagrange Stability, 4: Definitions: Lyapunov Stability, 5: Definitions: Asymptotic Stability, 6: Definitions: Global Stability, 7: Linearizing a Dynamical System, Optional Review: Stability Definitions
Module 2 Introduction, 1: Overview of Definite Function, 2: Lyapunov Function Definition, 2.1: Lyapunov Asymptotic Stability, 3: Lyapunov Stability of Linear System, 4: Global Stability Applications, Optional Review: Definiteness, Optional Review: Stability Definitions, Optional Review: Lyapunov's Direct Method, 5: General Elemental Velocity Lyapunov Function, 5.1 Example: Multi-Link System, 6: Rigid Body Detumble Control, 7: State-Based Lyapunov Functions, Optional Review: Elemental Lyapunov Functions
Module 3 Introduction, 1: Nonlinear Rigid Body State and Rate Control, 2: Global Stability of Nonlinear Attitude Control, 2.1 Example: Nonlinear Regulation Control, 2.2: Asymptotic Stability for Nonlinear Attitude Control, 3: Unmodeled Disturbance Torque, 4: Nonlinear Integral Control, 5: Feedback Gain Selection
Module 4 Introduction, 1: Lyapunov Optimal Control, 2: Example: Numerical Control Simulation, 2.1: Linear Closed-Loop Dynamics, 3: RW Feedback Control Law, Optional Review: Unconstrained Attitude Control
Course: Wind Energy
Modules:
Course overview
Wind energy economics: Value metrics
Introduction to Wind Atlases, Introduction to Global Wind Atlas
Wind Farm Design & Optimization, part 1, Wind Farm Design & Optimization, part 2
Forecasting, Forecast Uses
Why we measure the wind, How we measure the wind
Remote Sensing for Wind Energy part 1 - Basics, Remote Sensing for Wind Energy part 2 - Applications
Load Measurements on wind turbines
One-Dimensional Momentum Theory and the Betz Limit for Maximum Power Production
Different methods and concepts for harvesting wind energy - Part 1, Different methods and concepts for harvesting wind energy - Part 2
Composite materials for Wind Energy, EXTRA: The stiffness in longitudinal fiber direction, EXTRA: The stiffness transverse to fiber direction
Fatigue phenomenon, Fatigue life prediction
Blade Testing and Modelling
Blade design and manufacturing
Introduction to HVDC
Influence of fluctuating wind speed on system frequency and frequency control, part 1, Influence of fluctuating wind speed on system frequency and frequency control, part 2
Course: La química en la producción de alimentos y medicamentos
Modules:
Bienvenida, Suelo, recurso natural indispensable para la vida, Propiedades físicas de los componentes sólidos del suelo, Importancia de los componentes inorgánicos del suelo, Propiedades de las sales, ¿Cómo se forman los iones?, Los iones en el suelo (aniones) I, Los iones en el suelo (aniones) II, Los iones en el suelo (aniones) III, Los iones en el suelo (cationes), Importancia del pH en la nutrición del suelo
Los números de oxidación de los compuestos que contienen los minerales, Reacciones químicas para la obtención de sales, Nomenclatura de los compuestos inorgánicos, Significado cuantitativo de las ecuaciones químicas I, Significado cuantitativo de las ecuaciones químicas II, Obtención de una sal en el laboratorio que sirva como nutriente para las plantas
Determinación del número de enlaces que pueden formar los elementos en los macronutrimentos, El carbono, elemento principal en los alimentos, ¿Por qué existe una gran cantidad de compuestos de carbono?, Tipos de cadenas y enlaces en macronutrimentos, Isomería, Reacciones de condensación en macronutrimentos, Identificación de nutrimentos en alimentos, ¿Por qué se lleva a cabo la asimilación de carbohidratos?
¿Los lípidos proporcionan energía?, ¿Cómo obtenemos energía a partir de carbohidratos y lípidos?, ¿Cómo extraer un principio activo a partir de un producto natural?, El papel de la química en la modificación de principios activos
Course: Digital Disruption
Modules:
Welcome, Types of Innovation, How Is Disruptive Innovation Different?, Technological Era and the Microchip, Mobile and What Comes After
Welcome to Week 2 and Modern Organizations and Digital Technologies, Tech Impact within Organizations, Looking for Efficiencies, Enabling Business Models, Example 1. Guest Speaker Interview: María Muzio, Example 2
Welcome to Week 3 and the Importance of Marketing, Sales and Post-Sales, The Platform Business Model, Digital Acceleration, Example 1. Guest Speaker Interview: Cecilia Olive, Example 2
Welcome to Week 4 and the Strategic Process, Intentional vs. Emerging Strategy, Links with Other Business Functions, Communicating Strategy, Business Plan in a Box: Lean Canvas, Course Ending
Course: Digital Leadership and Digital Strategy Execution
Modules:
Understanding Strategic Thinking, Benefits of Strategic Thinking, Characteristics of Strategic Thinking, Future-basing, The Basics of CX, Key Concepts of Customer Experience, The Impact of CX on Performance, Increasing Performance with CX, The Value of Rapid Prototyping, Ongoing Data Insight
The Difference Between Managing and Leading, Developing a Leadership Mindset, Developing an Executive Presence, Thinking with A Global Perspective, Recruiting and Retaining Top Talent, Personnel Planning, Training New Employees, Identifying Channels for your Campaign, A Media Plan, Communicating your Results, Influencing Change through Digital Channels (Video Interview)
Characteristics of Digital Leadership, Implementing a Digital Strategy, Digital Transformation, Digital Strategy Success, Establishing Personal Leadership, Digital Transformation Support, Executive Sponsorship, The Road to Digital Leadership with Alan Coleman (Video Interview), The Risks with Digital, Data Breaches, Data Protection and Threats, Data Protection and Data Privacy, Legislation and the Use of Digital
Course: Learning Experience Design: Development and Evaluation
Modules:
Welcome to Course Three, What is Multimedia Learning?, What is the Cognitive Theory of Multimedia Learning?, How is Accessible Content Created?
What is the Purpose of Assessment?, Distinguishing Among Three Assessment Types, High Quality Assessments, Open Question Types, Closed Question Types, Anatomy of a Rubric
What is the Role of Evaluation?, Formative Evaluation, Summative Evaluation, Confirmative Evaluation, Why is it Important to Measure Quality?, Evaluation to Support Design (Video Option)
Conversation with Dr. Kiran Budhrani
Course: Teradata: Improving Analysis and Storage
Modules:
Course Introduction, Requirements Gathering, Scenario: Requirements Gathering at NexaMart Coffee Bean, Introduction to Aggregate Functions, Normalization, Data Models, and Schema, Aggregate functions in Teradata, Scenario: Aggregate functions at NexaMart Coffee Bean, Instructor Demonstration: Run queries with aggregate functions, Table Relationships: Keys and JOINs, JOINs in SQL, Scenario: First Table Relationship at NexaMart Coffee Bean, Instructor Demonstration: Run queries with JOINs, Syntax in an Inner Join, Growing your SQL Toolkit - Key Takeaways
Single-Row Subqueries, Scenario: Single-Row Subqueries at NexaMart Coffee Bean, Instructor Demonstration: Run single-row subqueries, Multiple-Row Subqueries, Instructor Demonstration: Run a Multi-Row Subquery, Subqueries in Teradata: Module Review
Window Functions, Generic Syntax for Window Functions, Instructor Demonstration: Syntax for Window Functions, Scenario: Window functions at NexaMart Coffee Bean, Overview of Hierarchical Queries, Generic Syntax for Hierarchical Queries, Scenario: Hierarchical Queries at NexaMart Coffee Bean, Indexes, Scenario: Add an Index at NexaMart Coffee Bean, SQL Techniques: Key Takeaways, End of Course: What's Next?
Course: The Neuroscience of Leading Transformational Organizations
Modules:
Introduction, Uncertainty, Effective Change Leadership, VUCA World
Diversity Wins, Mental Shortcuts, Managing Cognitive Biases
The Creative Brain, Innovators Rock the Boat, Be More Creative
What is Flow State?, Two Views of Flow State, Group Flow State
NeuroFeedback, NeuroBusiness, NeuroDecade, Summary
Course: What is Procure to Pay
Modules:
Meeting Your Instructor, Understanding Procure to Pay, Key Components of P2P, Benefits of an Optimized P2P Process., Strategic Sourcing and Vendor Management, Purchase Orders and Procurement, Receiving and Verification, Invoice Processing, Payment Strategies, Leveraging Technology in P2P, Congratulations and What's Next?
Course: Business Statistics and Analysis Capstone
Modules:
A Summary of the Four Courses in the Specialization, Introducing the Capstone, A Conversation with Garfield Fisher, the industry partner for the Capstone, Q&A with Garfield Fisher, Data for the Capstone Project, Merging and Cleaning Data for the Capstone
Introducing Assignment 1: Differences in Market Value of Housing Units, Introducing Assignment 2: Fair Market Rent of Housing Units
Introducing Assignment 3: A Model for Market Value of Housing Units
Introducing Assignment 4: Building a Predictive Model for Market Value of Housing Units
Course: Chemical Engineering Thermodynamics 2
Modules:
1-1 The Framework of Solution Thermodynamics (Intro), 1-2 Fundamental Property Relation, 1-3 Chemical Potential and Phase Equilibrium
1-4 Partial Molar Properties, 1-5 Ideal Gas Mixture Model, 1-6 Mixing Properties
1-7 Fugacity and Fugacity  Coefficient (Gas), 1-8 Fugacity and Fugacity Coefficient (Solution), 1-9 Ideal Solution Model, 1-10 Excess Properties
2-1 Vapor Liquid Equilibrium for Pure Species, 2-2 Lewis/Randall Rule, 2-3 Phase Equilibrium
3-1 The Gamma/Phi Formulation of VLE, 3-2 Simplification of VLE
3-3 Raoult's Law(BUBL & DEW P), 3-4 Raoult's Law(BUBL & DEW T), 3-5 Modified Raoult's Law
3-6 Properties from VLE Data, 3-7 Fitting Activity Coefficient Models to VLE Data
3-8 VLE Data Reduction
Course: Uncommon Sense Teaching
Modules:
1: The Essence of How We Learn, 2: Learn It, Link It, 3: How Students Fool Themselves into Thinking They’re Learning, 4: Teaching Inclusively—The Importance of Working Memory Capacity, 5: Tricks for Expanding Working Memory (Hint—It Involves Long-Term Memory), Optional Video: How to Integrate a Flashcard Retrieval Practice System into This Course, 6: Inclusivity, Differentiation, and Scaffolding, 7: Practical Insights Related to Working Memory, 8: What Is Active Learning?, 9: Summary Week 1, Optional Video: Interview with Dr. Cory Steiner about His School's Conversion to Mastery Learning
1: Introduction to the Declarative Learning System (Hip Hip, Hooray!), 2: I Do Declare, There’s a Hip Way to Get Info into Long-Term Memory!, 3: Concussion Dealt Me a Knockout Blow—The Value of Consolidation, 4: The Value of Metaphor, 5: Introduction to Procedural Learning, 6: Drill to SKILL, 7: The Power of Exercise, 8: The Vital Importance of Focus, 9: Summary Video Week 2: Helping the Brain Build Better Links for Learning
1: Focused and Diffuse Modes, 2: Procrastination and the Pomodoro Technique, 3: Diving Deeper into Procrastination, 4: Don’t Just Follow Your Passions—Broaden Them!, 5: Practice—the Key to Remarkable Changes, 6: Motivation, Habit, and Salt, 7: Rubrics, 8: Helping Students Succeed in Test-Taking, 9:  Ensuring Equity, Fairness, and Inclusion in Your Testing, 10: Week 3 Summary
1: Children’s Changing Brains, 2:  When It Comes to Learning, Some Stuff Is Easy and Some Is Hard, 3: How Should Teaching Change as Students Grapple with More Difficult Material?, 4: Teacher-Directed Instruction Leads to Student-Directed Approaches, 5: Driving Home the Main Ideas, 6: Summary Video Week 4, 7: Wrap Up, Course 1
Course: Using Sensors With Your Raspberry Pi
Modules:
Introduction to Module 1, Sensor Design Concepts 1 of 3, Sensor Design Concepts 2 of 2, Sensor Design Concepts 3 of 2, Sensor Accuracy, Sensor Precision, Sensor Uncertainty, Sensors and Real-Time Processing
Introduction to Module 2, Calibration Terminology, Sensor Transfer Functions, Analyzing Look-Up Tables in Python, Piece-Wise Interpolated Calibration Data 1 of 2, Piece-Wise Interpolated Calibration Data 2 of 2, Calibration with Polynomial Fit 1 of 3, Calibration with Polynomial Fit 2 of 3, Calibration with Polynomial Fit 3 of 3, Summary of Module 2
Introduction to Module 3, Integrated Sensors, Sensor Signal Flow, Sensor Interface Amplifiers 1 of 3, Sensor Interface Amplifiers 2 of 3, Sensor Interface Amplifiers 3 of 3, Reducing Noise with Filters 1 of 2, Reducing Noise with Filters 2 of 2, Summary of Module 3
Introduction to Module 4, Time-Domain Sliding Window Filter, Noise Removal with Spectral Filtering, Noise Reduction by Averaging, Revisit Time-Domain Sliding Window Filter, Summary of Module 4
Course: Black Canadians: History, Presence, and Anti-Racist Futures
Modules:
Black Canadian History Through an Anti-Racist Lens, Building an Anti-Racist Way of Being, Territorial Acknowledgement and Commitment to Conciliation, Introduction, Black Presence in Pre-Confederation Canada, Colonialism and the Construction of Race, The “Law of the Land”, Canada’s History of Slavery, Think Alongside… Afua Cooper, Conclusion
Introduction, Promised Shores: Black Migration, 1783-1886, Black Canadian Community Building: Western Canada, early 1900s, Black Community Building: Africville 1848-1964, The Era of Canadian Multiculturalism: the Dream, The Era of Canadian Multiculturalism: Realities and Limits, Think Alongside… Cecil Foster & Rinaldo Walcott, Conclusion
Introduction, The Rights Revolution, 1945-1965, Black Civil Rights, Workers’ Rights as a Pathway to Human Rights, Empowering Change, the 1960s, Policing Black Life, The George Floyd Moment: Before and Beyond, Think Alongside… Dr. Ivelaw Griffith, Contemporary Resistance, Conclusion
Introduction, Towards Liberation: The Artistic Vision of Black Canadians, A Hymn for Freedom, Lillian Allen & The Politics of Dub Poetry, Black Canadian Hip-Hop & Folk Music Innovations, Afrofuturism & Black Canada, Think Alongside… Olunike Adeliyi, Conclusion, Congratulations!
Course: Goldman Sachs 10,000 Women के साथ, ग्राहकों और प्रतिस्पर्धा के मूल सिद्धांत
Modules:
स्वागतम्, ग्राहक खण्डकरण, ग्राहक खरीद प्रक्रिया में मूल्य को अधिकतम करना, प्रतिस्पर्धी विभेदन का अध्ययन करना, ग्राहक मूल्य प्रस्ताव का परिचय, मूल्य निर्धारण मॉडल का चयन
Course: Structural scheme setting and ETABS Analysis of RCC Building
Modules:
Course 2 - Overview, Structural Scheme Setting 1, Importance of reading Architectural drawing, Scheme Design of EB, Floor System: Basic Considerations, Popular Concrete floor systems, Flat Slab System, Sizing of flat slab system in EB, Dimensions of the Drop Panel, Design of interior drop panel in EB, Edge Beam in Flat Slab Systems, Role of edge beam in flat slab of EB, Continuous two-way slab systems, Sizing one-way slabs in EB Part A, Sizing one-way slabs in EB Part B, Sizing two way continuous slabs in EB- Part A, Sizing two way continuous slabs in EB- Part B, Sizing two way continuous slabs in EB- Part C, Beam structures, Sizing of edge beam in EB
Structural Scheme Setting 1, Reinforced Concrete Columns, Location and Shape of Columns, Column locations and choice of floor system, Architectural significance of column locations, Design Axial Load on a Column, Sizing a reinforced Concrete Column, Preliminary sizing of Columns in EB- Part A, Preliminary sizing of Columns in EB- Part B, Summary of important column parameters in EB, Lateral Load Systems- Basic Considerations, Lateral Load Systems - Additional Considerations, IS 1893- Requirements for Lateral Load Resisting Systems, Locating Shear Walls, Determining Thickness of Shear walls, EB: Locating shear walls, EB: Thickness of shear walls and plan density, EB: Estimating relative stiffness of core walls
Introduction to ETABS Modelling, ETABS Modelling Part 1, ETABS Modelling Part 2, ETABS Modelling Part 3, ETABS Modelling Part 4, Building Modelling Part 1, Building Modelling Part 2, Building Modelling Part 3, Building Modelling Part 4, Building Modelling Part 5, EB Structural Model Part 1, EB Structural Model Part 2, EB Structural Model Part 3, EB Structural Model Part 4, EB Structural Model Part 5, EB Structural Model Part 6, Recap on building Global Structural Models
Introduction to SAFE Modelling, SAFE Modelling of Floor System Part 1, SAFE Modelling of Floor System Part 2, SAFE Modelling of Floor System Part 3, SAFE Modelling of Floor System Part 4, SAFE Modelling of Floor System Part 5, SAFE Modelling of Floor System Part 6, SAFE Modelling of Floor System Part 7, SAFE Modelling of Floor System Part 8, Recap on SAFE Modelling of Floor System, Direct design method for Flat Slabs Part A, Direct design method for Flat Slabs Part B, Direct design method for Flat Slabs for EB - Part A, Direct design method for Flat Slabs for EB - Part B, Analysis of two way slabs - Part A, Analysis of two way slabs - Part B, Analysis of two way slabs in EB, Estimation of deflections in edge beam of EB - Part A, Estimation of deflections in edge beam of EB - Part B
Course: Managing Google Workspace - Español
Modules:
Bienvenida y guía de introducción, Descripción general de los servicios de Google Workspace, Introducción a Gmail, Introducción a Calendario, Introducción a Drive y Documentos, Administra dispositivos móviles, Administra otros dispositivos, Mayor seguridad para las computadoras de escritorio con Windows, Introducción a Google Vault, Introducción a los informes, Introducción a los dominios, Importa y exporta datos, Soluciona problemas con Google Workspace, Resumen
Course: Physique des particules - une introduction
Modules:
Présentation du cours, 1.1 Matière, 1.2 Forces, 1.2a Unités naturelles, 1.2b Relativité restreinte et quadrivecteurs, 1.2c Particules virtuelles, 1.3 Probabilité et section efficace, 1.3a Atténuation d'un faisceau de photons, 1.4 Expérience Rutherford, 1.4a Section efficace Rutherford, 1.4b Taux de comptage Rutherford, 1.5 Diffusion quantique, 1.6 Expérience Rutherford en pratique
2.1 La masse des noyaux, 2.2 Taille et spin des noyaux, 2.3 Modèles nucléaires, 2.3a QCD et force nucléaire, 2.4 Radioactivité alpha, 2.4a Energie des particules alpha, 2.5 Radioactivité beta et gamma, 2.5a Loi de la désintégration, 2.6 Radioactivité en pratique, 2.7 Datation C14 et imagerie IRM, 2.8 Fission nucléaire, 2.9 Energie nucléaire, 2.10 Fusion, soleil et lTER, 2.11 Le Tokamak de l'EPFL, 2.12 Centrale nucléaire de Beznau
3.1 Principes d'accélération, 3.1a Frèquence cyclotronique, 3.2 Accélération et focalisation, 3.2a Le complexe des accélérateurs du CERN, 3.3 Eléments du LHC, 3.4 Particules lourdes dans la matière, 3.5 Particules légères dans la matière, 3.6 Photons dans la matière, 3.7 Détecteurs d'ionisation à gaz, 3.8 Détecteurs semiconducteurs, 3.9 Détecteurs à scintillation et Cherenkov, 3.10 Spectromètres et calorimètres, 3.11 Détecteurs de particules au DPNC
4.1 Rappel : Décrire une réaction, 4.2 Diffusion électromagnétique, 4.3 Spin et moment magnétique, 4.3a Mouvement dans un Penning Trap, 4.4 Diffusion Compton et annihilation en paires de photons, 4.5 Annihilation électron-positron
5.1 Diffusion élastique, 5.2 Diffusion inélastique et quarks, 5.3 Résonances quark-antiquark et mésons, 5.5 Couleur et interactions fortes, 5.6 Hadronisation et jets
6.1 Particules et antiparticules, 6.2 Les transformations C, P et T, 6.3 Charges et interactions faibles, 6.4 Désintégration du muon et du tau, 6.5 Le boson W, 6.6 Le boson Z, 6.7 Diffusion de neutrinos, 6.8 Désintégration faible des quarks, 6.9 Oscillations particule-antiparticule et violation de CP, 6.10 Oscillations de neutrinos, 6.11 Le mécanisme de Higgs, 6.12 Le boson de Higgs, 6.13 La découverte du Higgs
7.1 Le Big Bang et ses conséquences, 7.2 Matière sombre, 7.3 Energie sombre, 7.4 Que se cache-t-il derrière la matière et l'énergie sombre ?