dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Tableau Trading Dashboard
Modules:
Case Study Introduction, Congratulations - Your New Role, Call with Head of Sales and Trading, Project Requirements, Overview of Case Study Files
Introduction, Download Azure Data Studio, Student Task - Connect, Explore, and Write SQL Query, Student Task Review - Explore the Database and ERD, Student Task Review - Historical Prices Query, Create a SQL View, Connect to the SQL view, Import Historical Stock Data into Tableau
Introduction, Candlestick Introduction, Candlestick - Requirements, Candlestick - Setup, Candlestick - Body, Candlestick - Wicks, Candlestick - Conditional Formatting, Candlestick - Tooltips, Candlestick - Formatting, Dynamic Date Selection Requirements, Dynamic Dates - Define the View Period, Dynamic Dates - Max Date in the Dataset, Dynamic Dates - Dynamic Date Filter, Bollinger Band Introduction, Bollinger Bands - Requirements, Bollinger Bands - Setup, Bollinger Bands - Moving Average, Bollinger Bands - Dynamic Lookback Period, Bollinger Bands - Dynamic Standard Deviation, Bollinger Bands - Plot the Bands, Bollinger Bands - Date Filter Problems, Bollinger Bands - Apply a Date Visibility Filter, Bollinger Bands - Tooltips, Bollinger Bands - Conditional Formatting of Breakouts, Bollinger Bands - Formatting, Introduction, Volume Chart - Requirements, Volume Chart - Volume and CountPreviousDays, Volume Chart - PreviousVolumeHigh, Volume Chart - Formatting, Relative Growth Introduction and Requirements, Relative Growth - Setup, Relative Growth - Close Price on First Date, Relative Growth - Normalize Stock Growth, Relative Growth - Parameter Highlight One Stock, Relative Growth - First Date Per Ticker, Relative Growth - Tooltips, Relative Growth - Formatting, Total Growth Heat Introduction and Requirements, Total Growth Heat - Calculate Close at Max Date, Total Growth Heat - Calculate Close at Min Date, Total Growth Heat - FirstDateVisible vs MinDateContext, Total Growth Heat - %GrowthTotal, Total Growth Heat - Formatting
Module 1-3 Challenge
Introduction, Create an Intraday SQL Query, Import Intraday Data into Excel, Import Intraday Data into Tableau, Default Formatting of Measures, Student Task - Create Summary Measures, Student Task Review - Create Summary Measures, Test and Fix the High and Low
Introduction, BANS Introduction and Requirements, BANS - Create and Format, BANS - Sync Ticker Selection, Treemap Introduction and Requirements, Treemap - A Quick Introduction to Data Blending, Treemap - Create and Format
Introduction, Dashboard Requirements Part 1, Check Applied Filters, Create Basic Dashboard Layout, Dynamic Chart Titles, Ticker Selection Visual and Dashboard Title, Dashboard Requirements Part 2, Floating Tree Map, Dashboard Requirements Part 3, News Pop-Up and Parameter Action, Completed Trading Dashboard, Review with Head of Sales and Trading
Module 5-7 Challenge
Course: Analizar e incrementar - Parte 1
Modules:
Importancia de las pruebas de hipótesis e intervalos de confianza., Importancia del ANOVA para 1 y 2 factores.
Fases del método 5 S, Beneficios de la fábrica visual
Aspectos relevantes de la técnica SMED, Celda de Manufactura
Aspectos relevantes de los diseños factoriales 2k, Aspectos relevantes del modelo de regresión lineal simple, Entrevista con el experto
Course: Marketing Management Essentials: Market Analysis
Modules:
Introduction to the 5C Analysis, The SWOT Matrix, The BCG Matrix, The Ansoff Matrix
Course: Фінанси для нефінансових спеціалістів
Modules:
Introduction, 1.1 The Building Blocks of Accounting, 1.2 Overview of the Finance Principles, 1.3 The Four Financial Statements, 1.4 The Practice of Accounting
2.1 Costing Methods, 2.2 Cost Allocation, 2.3 Break-Even Analysis, 2.4 Pricing
3.1 Liquidity Ratios, 3.2 Asset, Profitability, and Debt Ratios, 3.3 DuPont Pyramid, 3.4 Earnings and Dividends
4.1 Market Methods, 4.2 Valuation Methods, 4.3 NPV and IRR, 4.4 Discount Rates
Course: Internet of Things: Communication Technologies
Modules:
Specialization Trailer
Introduction to Lesson 1, Acronyms, Frequent Terminology, A look back at Lesson 1, Introduction to Lesson 2, Software Stack, Internet Protocol, Packet-switched Network, A look back at Lesson 2, Introduction to Lesson 3, PSTN: The Traditional Phone, Linphone Source Code, Codec Selection, A look back at Lesson3
Introduction to Lesson 1, What is VoIP?, Flavors of VoIP, VoIP: Common Applications and Fun Facts, A look back at Lesson 1, Introduction to Lesson 2, What is Linphone?, Linphone Features, Setup, Linphone Essentials, A look back at Lesson 2, Introduction to Lesson 3, SIP, Protocol Operations, Network Elements, SIP Messages, A look back at Lesson 3
Whats to expect in this Module!, Introduction to Lesson 1, Why compress data?, Why does it work?, What to look for?, Introduction to Lesson 2, Amplitude - Log Companding (PCM), Time - Adaptive, Delta Quantization (ADPCM), Frequency - ADPCM in multiple subbands (Subband ADPCM), Introduction to Lesson 3, Speech production model, Linear Predictive Coding of Speech, 2G / 3G Codecs, Voice Quality, VoIP over Wireless
Introduction to Lesson 1, SipProfile, SipManager, A look back at Lesson 1, Introduction to Lesson 2, Code Walkthrough, Deploy and Demo, A look back at Lesson 2, Introduction to Lesson 3, VoIP and the Smart Home, VoIP and the Smart Office, Mobile VoIP and EoIP, A look back at Lesson 3
Course: An Intuitive Introduction to Probability
Modules:
Welcome, Introduction, Definition and Rules, A First Look at Statistical Independence, Subjective Probabilities, Empirical Probabilities: Benford's Law, Exercise
Intuition, Definition, Multiplication Rules, Probability Tables, Bayes Rule, Exercise
The Birthday Problem, The Monty Hall Problem, Structuring Risks: Part 1, Structuring Risks: Part 2, The Prosecutor's Fallacy, The Sad Story of Sally Clark
Discrete Random Variables, Expected Value, Measures of Dispersion, Application: Financial Model, Binomial Distribution, Application: Airline Overbooking, Exercise 1, Exercise 2
Continuous Random Variables, Normal Distribution, Calculating Normal Probabilities, Calculations with the Normal Distribution, Application of the Normal Distribution, Exercise
Course: Basic Robotic Behaviors and Odometry
Modules:
Introduction to the Specialization, Meet the Instructor, Introduction to "Basic Robotic Behaviors and Odometry", Video Lecture Week 1: Introduction, What is a Robot?, Building a World in Webots, Webots - Collisions and Physics, What Are Radians?, More About Cyberbotics
Video Lecture Week 2: Sensors and Actuators, Basic Actuators (Theory), Basic Actuators (Practice), Basic Sensors - Distance Sensors, Basic Sensors - Light Sensors
Video Lecture Week 3: Reactive Behaviors and State Machines, Reactive Behavior - Collision Avoidance, Reactive Behaviors - Compound Behaviors, Finite State Machines, Introduction to Peer Review "Basic Reactive Behaviors"
Video Lecture Week 4: Coordinate Systems, Degrees of Freedom, and Forward Kinematics, Coordinate Systems and the Right Hand Rule(s), Degrees of Freedom, Kinematics of Standard Wheels, Rotation Matrices, Setting Up the Line Following Course, Hands-On Simple Odometry Overview
Video Lecture Week 5: Coordinate Transforms and Odometry, Coordinate Transforms, Localization by Odometry and Loop Closure Overview, Non-Holonomic Vehicle Example
Course: Practical Finance for Entrepreneurial Creatives
Modules:
Meet Your Instructor: Mitchell Weiss, Practical Finance for Entrepreneurial Creatives - Coursera Course Description and Learning Objectives
Setting Up Shop - Overview, 1.1 Budgeting, 1.2  Career Chance or Career Choice, 1.3 - Problem #1, 1.4 Cash Management, 1.5 Taxes, 1.6 - Problem #2, 1.7 - Problem #3, When It Comes Time to Borrow, 2.1.a Bureaus, Scores, Borrowing, Banks, 2.1.b Loan Terms and Conditions, 2.2 - Problem #1, 2.3 - Problem #2, 2.4 - Problem #3, 2.5 Acquiring Credit - Student Loans, 2.6 - Problem #4, 2.7 Acquiring Credit - Leases, 2.8 - Problem #5, 2.9 Acquiring Credit - Credit Cards, 2.10 - Problem #6, 2.11 Debt Management Strategies
Funding Your Future, 3.1.a Savings and Investment Strategies, 3.1.b Retirement Planning, 3.2 - Problem #1, 3.3 - Problem #2, Big Money Purchases, 1.a Automobile Purchases, 4.1.b Housing Purchases, 4.2 - Problem #1, 4.3 - Problem #2, Insuring Your World, 5.1.a The Business of Insurance - Auto and Home, 5.1.b The Business of Insurance - Health Care and More, 5.2 - Problem #1, 5.3 - Problem #2, When Things Head Sideways, 6.1 Financial Distress, 6.2 - Problem #1, 6.3 - Problem #2, Self-Assessment - Lessons 3, 4, 5 & 6
Why the Big Deal about Small Business?, 7.1 Have You Thought it Through - Do You Have What it Takes? - Transcript, 7.2 Do You Understand the Risks?, 7.3 Do You Know Your Responsibilities?, 7.4 Do You Have an Idea that Can Stand up to Pen and Paper?, Organizing and Managing the Enterprise, 8.1 Choosing the Right Advisors, 8.2.a Cash vs. Accrual Accounting, 8.2.b Balance Sheet, 8.2.c Income Statement, 8.2.d Statements of Cash Flow and Equity, 8.3.a Cash Conversion Cycle, 8.3.b Financial Ratios, 8.3.c Financial Planning, 8.4.a Risk Management, 8.4.b Intellectual Property, Org Design, Social Networking
Debt, Equity and Coping with Financial Adversity, 9.1.a Underwriting Process, 9.1.b Terms and Conditions, 9.2.a Preparing to Borrow, 9.2.b Borrowing Alternatives, 9.2.c Financial Products - Part One, 9.2.d Financial Products - Part Two, 9.3.a Transaction Structuring - Part One, 9.3.b Transaction Structuring - Part Two, 9.4.a Choosing the Right Partners, 9.4.b Structure, Valuations, Agreements, 9.5.a Self-Directed Restructures, 9.5.b Forbearances, Modifications, B/K
Buying, Selling and Calling it Quits, 10.1 Mergers and Acquisitions, 10.2 Graceful Exits, Entrepreneurial Finance for Creatives, 11.0 Entrepreneurial Finance for Creatives
Optional Capstone Project, Optional Contemplative Questions
Course: Design Patterns
Modules:
2.1.1 – What is a Design Pattern?, 2.1.2 – Creational, Structural, and Behavioural Patterns, 2.1.3 – Singleton Pattern, 2.1.4 – Factory Method Pattern, 2.1.5 – Facade Pattern, 2.1.6 – Adapter Pattern, 2.1.7 – Composite Pattern, 2.1.8 – Proxy Pattern, 2.1.9 – Decorator Pattern
2.2.1 – Template Method Pattern, 2.2.2 – Chain of Responsibility Pattern, 2.2.3 – State Pattern, 2.2.4 – Command Pattern, 2.2.5 – Observer Pattern
2.3.1 – MVC Pattern, 2.3.2 – Open/Closed Principle, 2.3.3 – Dependency Inversion Principle, 2.3.4 – Composing Objects Principle, 2.3.5 – Interface Segregation Principle, 2.3.6 – Principle of Least Knowledge, 2.3.7 – Part 1 - Code Smells, 2.3.7 – Part 2 - Code Smells
Capstone Assignment 2.3 - Identify and Fix Code Smells (Solution), Discussion: Last Word – Design Patterns, Acknowledgements, Credits
Course: Cloud Security Basics
Modules:
Welcome to Cloud Security Basics, Introducing Internet Service Security, Step 1: Isolated Desktop Service, Scoring CIA Impacts, Attacking the Step 1 System, Step 2. Improved Robustness, Step 3. Separated Duties, User and Group Permissions, A Discussion Forum Scenario, Elements of an Internet Service Outline, Service Outline Example: Discussion Forum, Service Outline: Peer Review Assignment
Step 4. Adding Some Scale, Network Addressing, Network Protocol Layers, Networking Devices, Security Controls: Packet Filtering, Circuit and Content Control, Cloud Service Outline for Peer Review
Step 5: Remote Administration, Secret Sharing with Public-Key Crypto, Transport Layer Security, Hashing for Authentication, Network Authentication, TLS Message Integrity, Classic SSL/TLS Using the RSA Cipher, Authenticating Network Servers, Digital Signatures, Validating a Public-Key Certificate, Who Signs a Public-Key Certificate?, Delegation and Certificate Chains, Securing the Step 5 Services, Describing an Attack using CVSS, Assessing a Vulnerability with CVSS
Step 6. Public Cloud Hosting, Deployment Models and Security, Cloud Service Architecture, Computer System Virtualization, Process Virtualization, Network Virtualization, Protocol Layers and Cryptography, Cloud Architecture and Security Planning
Course: 6分間模擬授業で学ぶ授業づくり（Learn How to Teach by 6 Min. Micro Teaching）
Modules:
Week0　講座の概要と受講方法　Course Overview & Learner's Guide, Week1-0　概要　Overview, Week1-1　なぜ6分間の模擬授業？　Why 6-Minute Microteaching?, Week1-2　クラスデザインシート　What Is Class Design Sheet?, Week1-3　模擬授業のタイトルを決める　Set the Title of Your 6 Minute Microteaching Class, Week1-4　フィードバックシート　What Is Feedback Sheet?, Week1-5　模擬授業１回目 西さん　The First Trial of Microteaching by Ms. Nishi, Week1-6　模擬授業１回目 川西さん　The First Trial of Microteaching by Mr. Kawanishi, Week1-7　ADDIEモデルとは？　What Is ADDIE Model?, Week1-8　クラスデザインシートの評価　How to Evaluate Your Class Design Sheet?
Week2-0　概要　Overview, Week2-1　Analysis　授業のために知ること　Analysis for Your Course, Week2-2　Design　目的・目標の設定　Set a Purpose  and Objectives, Week2-3　Design　目標設定についてさらに詳しく　More about Setting Objectives, Week2-4　Design　モチベーション　Motivation, Week2-5　Design　ARCSモデル　ARCS Model, Week2-6　Design　アクティブラーニング　Active Learning, Week2-7　Design　デザインの方法　How to Design, Week2-8　Design　グラフィック・クラスデザイン　What Is Graphic Class Design?, Week2-9　Design　クラスデザインシートの作成　Design Your Class by a Class Design Sheet
Week3-0　概要　Overview, Week3-1　Development　教材を準備する　Develop Materials, Week3-2　Implementation　実施にあたって　Tips for Implementation, Week3-3　模擬授業2回目　西さん　The Second Trial of Microteaching By Ms. Nishi, Week3-4　模擬授業2回目　川西さん　The Second Trial of Microteaching By Mr. Kawanishi, Week3-5　Evaluation　評価　Tips for Evaluation, Week3-6　おわりに　A Message From Us
Course: Generative Deep Learning with TensorFlow
Modules:
Welcome to Course 4, Style Transfer Intro, Style Transfer Conceptual Overview, Pre-Processing Inputs, Extracting Style and Content Features, Total Loss and Content Loss, Style Loss, Update the Generated Image, Optional - Gram Matrix, Optional - Einstein Notation, Optional - Einsum in Code, Total Variation Loss, Fast Neural Style Transfer
Introduction, First AutoEncoder, MNIST AutoEncoder, MNIST Deep AutoEncoder, Convolutional AutoEncoder, Denoising with an AutoEncoder
Variational AutoEncoders Overview, VAE Architecture and Code, Sampling Layer and Encoder, Decoder, Loss Function and Model Definition, Train the VAE Model
Introduction, First GAN Architecture, First GAN Training Loop, DCGANs, Face Generator, Face Generator Discriminator, Conclusions
Course: Brand New Brand
Modules:
Course Welcome, Example Submission for Final Project
Overview of Project, Invent Your Client, Fake Your History, Unpack your adjectives, The Name Game
In The Mood, Developing Your Identity Manual
Choosing a Typeface, Typographic Space, Typesetting with Expression, Beyond Typesetting, Shapes of Letters, Shapes of Words, Typographic Skeletons, Customizing Letters, Variations and Refinement
Marks, Icons, and Symbols, Working with Color, Creating Hierarchy, Making Methods and Techniques, Range of Representation, Adding Color, Adding a Mark/Icon, Adding a Secondary Typeface, Adding Imagery, Adding a Secret Ingredient
Brand Applications and Mock-ups
Principles of Composition, Page Space, The Grid, Simple Composition: Creating Page Spreads, Complex Composition: Putting your book together, Brand Development Guide
Course: Infection Prevention in Nursing Homes
Modules:
Introduction to the Course, Module 1: Breaking the Chain of Infection
Module 2: Multi-drug Resistant Organisms
Module 3: Safe Injection Practices
Module 4: Environmental Cleaning and Disinfection
Module 5: Preventing Urinary Tract Infections
Module 6: Preventing Clostridium difficile infection and transmission
Course: The Nuts and Bolts of Machine Learning
Modules:
Introduction to Course 6, Susheela: Delight people with data, Welcome to module 1, The main types of machine learning, Determine when features are infinite, Categorical features and classification models, Guide user interest with recommendation systems, Equity and fairness in machine learning, Build ethical models, Python for machine learning, Different types of Python IDEs, More about Python packages, Resources to answer programming questions, Your machine learning team, Samantha: Connect to the data professional community, Wrap-up
Welcome to module 2, PACE in machine learning, Plan for a machine learning project, Ganesh: Overcome challenges and learn from your mistakes, Analyze data for a machine learning model, Introduction to feature engineering, Solve issues that come with imbalanced datasets, Feature engineering and class balancing, Introduction to Naive Bayes, Construct a Naive Bayes model with Python, Key evaluation metrics for classification models, Wrap-up
Welcome to module 3, Introduction to K-means, Use K-means for color compression with Python, Key metrics for representing K-means clustering, Inertia and silhouette coefficient metrics, Apply inertia and silhouette score with Python, Wrap-up
Welcome to module 4, Tree-based modeling, Build a decision tree with Python, Tune a decision tree, Verify performance using validation, Tune and validate decision trees with Python, Bootstrap aggregation, Explore a random forest, Tuning a random forest, Build and cross-validate a random forest model with Python, Build and validate a random forest model using a validation data set, Introduction to boosting: AdaBoost, Gradient boosting machines, Tune a GBM model, Build an XGBoost model with Python, Wrap-up
Welcome to module 5, Uri: Impress interviewers with your unique solutions, Introduction to your Course 6 end-of-course portfolio project, End-of-course project wrap-up and tips for ongoing career success, Course wrap-up
Course: A life with ADHD
Modules:
MOOC Trailer, Welcome to this MOOC, Introduction to Module 1, What is ADHD?, Symptomatic areas of ADHD, ADHD: historical milestones, Considerations for the clinical assessment of ADHD, Expression of symptoms in childhood, Testimony - ADHD in childhood, Expression of symptoms in adolescents, Testimonial - ADHD in adolescence, Symptoms in adults and the elderly, Testimony - ADHD in adults, Conclusion of Module 1
Introduction to Module 2, Intervention targets, ADHD guidelines, Guidelines and interventions for children and adolescents, Guidelines and interventions in adults, ADHD comorbidities, Differential diagnosis in ADHD, Conclusion of Module 2
Introduction to Module 3, Introduction to biological interventions: psychostimulants as an aid to change, False beliefs about medication, The neurobiological basis of ADHD, The different categories of medication in ADHD - Stimulants, The different categories of medication in ADHD - Non-stimulants, How do the medications work? - Stimulants, How do the medications work? - Non-stimulants, Evidence for the effectiveness of medication in ADHD, What are the benefits of the medication and how is the effectiveness of treatment evaluated?, Side effects, How to introduce a psychostimulant, Preferential response and personalization of drug treatment, Practices to avoid, When it doesn't work, Towards new non-pharmacological biological interventions, Neurostimulation, Food supplements, Conclusion of Module 3
Introduction to Module 4, What is a psychological intervention?, Spotlight on executive functions, The importance of psychological interventions, Psychoeducation, Behavioural parent training, Group interventions in adults, Individual interventions, Psychotherapeutic approaches - emotional regulation, Accompanying and intervening on interpersonal difficulties, Integration: multimodal interventions, Conclusion of Module 4
Introduction to Module 5, Learning and generalization of skills, Training inhibitory control: principles, What can be done to train attentional skills?, What about addictions ?, Addiction to screens?, What can be done to train interpersonal aspects?, Conclusion of Module 5
Introduction to Module 6, Environmental accommodations and their importance in ADHD, School accommodations with Velia Decoro - part 1, School accommodations with Velia Decoro - part 2, Professional accommodations, Accommodation in the family environment and in the couple with Dr. K. Auberjonois, Being the parent of a child with ADHD, Being the therapist for a patient with ADHD, Conclusion of Module 6, Conclusion of MOOC
Course: Diseño y creación de videojuegos: proyecto final
Modules:
Vídeo de presentación del proyecto
Generación de un documento de diseño (Parte I), Generación de un modelo 3D de una casa con texturas, Transformación de mallas de formato. ASE a formato binario, Creación de un nuevo nivel del juego
Generación de un documento de diseño (Parte II), Generación de un modelo 3D de una lata metálica desgastada
Generación de un documento diseño de nivel, Exportación a Unity y creación de una animación simple
Diseño e implementación de un nivel de un videojuego de plataformas en Unity (Parte I), Diseño e implementación de un nivel de un videojuego de plataformas en Unity (Parte II), Creación de una animación idle para un biped en 3ds Max
Vídeo de despedida
Course: Low Intermediate English: Calls & Messaging
Modules:
Welcome to the Low Intermediate English Specialization, Introduction to Voxy, Tips for Taking the VPA, Introduction to Calls & Messaging
Introduction to Using Social Media
Introduction to Staying in Touch
Introduction to Phone Calls
Introduction to Emails to Colleagues
End-of-Course Project Overview, Study Tip: Think About What Fluency Means to You, Congratulations on Completing Calls & Messaging
Course: Engaging in Service Innovation and Management
Modules:
Module Introduction, Designing a New Process, Consumerism, The Balance Between Efficiency vs. Effectiveness, The Process of CQO, Organizational Resiliency Video, 4 Pillars for the Future Video, Resilient Characteristics Video
Module Introduction, Process Evaluation Measures, The Theory of Constraints, Mayo Clinic's Approach to Disparate Populations, Unintended Consequences, The Matrix Organization Video, Understanding the Risk of Analytics Video
Module Introduction, Organizational Adaptability, The Decision-Making Leadership Context Video, Building a Team Video, Clinical Role in Healthcare Delivery Video, The Role of Trust, Elements for Effective Teams
Module Introduction, Three Models of Organizational Archetypes Video, Future Trends and Considerations, Digital Technology in Healthcare’s Future Video, Leadership Attributes Video, Course Wrap-Up, The Future is Who You Hire
Course: Cloud Data Security
Modules:
Introduction to Cloud Data Security, Databases, Protecting Company Data, Data Cycle, Data Classification
SQL Basics, How To Assess a Data Breach Vulnerability
Storage for Cloud Services, Storage in Service Models, Six Cloud Data Services, Data Protection for Cloud Services, Survey of a Provider’s Data Services
Privacy, US Laws, and PCI-DSS, US Privacy Laws, The General Data Protection Regulation
Course: Healthcare Information Design and Visualizations
Modules:
Module Overview, Mapping Your Storytelling Journey, Planning Your Story, Getting to "The Ask Behind The Ask", "The Ask Behind the Ask" at Mayo Clinic
Understanding Berinato's Types of Charts Part 1, Understanding Berinato's Types of Charts Part 2, Finding Patterns, Preparing to Create Client-Ready Data Visualizations
The Basics of Visual Perception, What Makes A Good Visual Form, Contrast
Clear Meaning Part 1, Clear Meaning Part 2
Course: Homeland Security & Cybersecurity Connection - It's Not About the Terrorists
Modules:
About this Specialization, About the Instructor, L1 The Origin of Homeland Security, L2 Weapons of Mass Destruction, L3 9/11
L4 Defining Homeland Security, L6 DHS Missions
L7 Counter WMD Strategy, L8 Critical Infrastructure Protection
L5 Connecting HS & CS, L9 DHS Cybersecurity, L10 Cybersecurity Basics
Course: Putting Strengths to Work
Modules:
Intro to Leading StandOut Teams: Course 4, Witnessing the Work, Evidence, Lights, and Flow, Knowing Best Is a Collaboration, Set Them F.R.E.E.
Our Negativity Bias, Awareness and Attention, Strengthening Questions, Performance Conversations
Me and We, Partnering with Strengths, Removing Barriers to Help Your Team Be Their Best, Congratulations, You Did It!
Course: Advanced Prompt Engineering for Everyone
Modules:
Why Getting Generative AI to Write Like You is a Hard Prompt Engineering Task, Prompts, Instructions, & Writing, Iterative Refinement in a Conversation and Why It is Different, In-Context Learning, Writing, & Information Density, The Writing Persona Pattern, Example Selection is Critical for In-Context Learning, Preference-Driven Refinement of Prompts
Exploiting Generation, Five Ways to Solve the Problem, Generation Approaches, Generating Assessment Metrics, Automated Search
The Five Components of a Prompt, Machine Learning for All, Performing Classification with Prompts, Clustering with Prompts, Prediction with Prompts, Recommendation with Prompts, Training Models with Prompts: In-Context Learning, How Many Examples and Which Examples Should Your Prompt Use?
Template Pattern, What is Markdown, Self-consistency, Fact Checking, & Referencing Footnotes, More Advanced Markdown Templates, Escape Valves in Prompts
Overview of RAG, Retrieval Approaches: Search, Databases, & Embeddings, The Important of Prompt Engineering in Augmentation, Issues with Retrieval: Finding the Right Thing, Chunk Size, & Noise, Thanks
Course: AI's Existing Impact
Modules:
Content Personalization- Part 1, Content Personalization- Part 2
Personalization Algorithms, Content Moderation
Monetizing Recommendations- Part 1, Monetizing Recommendations- Part 2
Chatbot Applications, Building Chatbots
Consumer Psychology and AI- Part 1, Consumer Psychology and AI- Part 2
Course: Core 2: OS, Software, Security and Operational Procedures
Modules:
Course Introduction, Microsoft Windows Systems Overview, Installing Microsoft Windows, Using Your Microsoft Windows Lab Workspace, Upgrading Microsoft Windows Systems, Overview of Microsoft Windows Command Prompt Tools for Administration, Microsoft Management Console, System Utility Applications
Linux Systems Overview, Exploring Linux Operating System Essentials, Installing a Linux Operating System, Upgrading Linux Systems, Linux Terminal Overview, Common Linux/Unix Shell Commands, macOS Overview, macOS Features, macOS System Preferences, Introduction to Mobile Devices: iOS, Introduction to Mobile Devices: Android
What is Active Directory?, Windows Security Settings, User Management and Permissions, Antimalware Tools and Microsoft Windows Firewall Configuration, Securing SOHO Router, Hardening Devices, Mobile Device Security, Mobile Device Protection, Data Destruction
Troubleshooting System Startup Problems, Troubleshooting Common Problems on Windows, Troubleshooting PC Security Issues, Best Practices for Malware Removal, Troubleshooting Common Mobile OS and Application Problems, Best Practices for Mobile OS Security, Troubleshooting Common Mobile OS Application Security Issues
What are Ticketing Systems?, Asset Management Best Practices, Change Management Best Practices, Common Safety Procedures, Managing Electrostatic Discharge, Environmental Impacts and Appropriate Controls
Congratulations and Next Steps, Thanks from the Course Team
Course: Cloud Computing Law: Transactions
Modules:
Welcome to Cloud Computing Law, What will we cover this week?, What is cloud computing anyway?, What's so great about cloud computing?, Where are cloud data stored?, How does cloud scalability work?, What are the different cloud service types?, What are the different cloud deployment models?, What is cloud layering?, Is cloud computing secure?, How do you manage cybersecurity in the cloud?, Do service types and deployment models matter for security?
Welcome to cloud contracts!, What is a contract and how is it formed?, How are cloud contracts formed?, Can you choose the applicable law?, Who are the contracting parties to cloud contracts?, Do cloud contracts contain choice of law clauses?, Can you choose forum / arbitration?, Do cloud contracts contain choice of forum clauses?, Which remedies are available for breach of contract?, What are cloud providers' duties under contract?, What do cloud contracts say about remedies?, Can you limit liability under English law?, Can a provider terminate your account?
Welcome to cloud contract negotiations, Will cloud providers negotiate?, Which terms do customers negotiate?, Do cloud negotiations differ from outsourcing / software licenses?, Can you negotiate liability terms?, Can you negotiate clauses related to security?, Can you negotiate audit rights?, Can you negotiate terms related to data location?, Do regulations impact cloud negotiations?
Welcome to IP in the Cloud!, Can you own digital information?, Who are the relevant players?, How can digital information be controlled?, Control: Who has it and what are the types?, How do cloud ToS deal with IP licenses?, Is copyright the most relevant IP right?, How does copyright enable legal control?, What are trade secrets?, Which types of information do customers generate?, Which types of information do providers generate?, Concluding Remarks
Course: Advanced Styling with Responsive Design
Modules:
Introduction to Responsive Design, What is Responsive Design?, Testing Sites, Benefits of Responsive Design, Fluid Measurements, Code With Me: Fluid Measurements
Media Queries, Code With Me: Fluid Measurements and Media Queries, Wire Frames, Breakpoints, Media Queries Part Two, Code With Me: Responsive Navigation, Homework Review: Basic Media Queries
Preview of Week 3, Code With Me: Using Media Queries with Grid, Code With Me: Using Media Queries with Flex, Media Queries for Accessibility, Accessibility Testing
Using Frameworks, Introduction to Bootstrap, Bootstrap Grid System, Code With Me: Bootstrap Grid Example, Code With Me: Bootstrap Navigation Example, Optional: Interview with M W, Optional: Interview with H W, Optional: Interview with H N, Homework Review: Final Project, Conclusion
Course: Management of International Development: Towards Agenda 2030
Modules:
Introduction
Welcome to Week 1, The notion of international development and its pivotal functions, Actors and trends in International Development Cooperation., A forward looking perspective on the SDGs, Perspective from the UN system, Perspective from IFIs, Perspective from NGOs, Perspective from EU (DG DEVCO)
Welcome to Week 2, What is Governance?, Institutional Governance, Changes in governance systems: the case of the UN, Governance patterns in multilateral organizations, Good Governance and International Development, GPPPs: A practitioner perspective
Welcome to Week 3, Funding for Development in the International Organisations domain, Funding for development: a practitioner perspective, Financing for development: from billions to trillions, Innovative Financing systems for the SDGs: Blended Finance, Financing for Development: a practitioner perspective, Innovative financing for the SDGs: Impact Investing & Public Private Partnerships for infrastructure, Innovative financing for the SDGs Impact Investing and development bonds
Welcome to Week 4, Managing generational differences in IOs, The HRM Cycle: Focus on managing performance phase, An overview of the Human Capital Management: challenges and the shift towards strategic HRM, Managing people in IOs: A practitioner Perspective, The role of talent management and learning & development in IOs, Making digitalization work for international organizations
Course Summary
Course: Environmental Health: the Foundation of Global Public Health
Modules:
Environmental Health: the Foundation of Global Public Health, Introduction to Exposure-Disease Framework, Introduction to Environmental Health, Exposure-Disease Framework Details, Major Environmental Health Events, Hazards and Exposures
Overview of Environmental Health Policy, EHS Policy Process and Agencies, Evaluating Policy Impacts on Health, Example: Evaluating Policy Impacts on Motor Vehicle Safety
Pathways and Routes of Exposure, Assessing Exposures, Introduction to Systems Thinking, Approaches to Systems Thinking, Example: Applying Systems Thinking to EHS Hazards, Toxic Release Inventory (TR) Assignment
Introduction to Occupational Health, Occupational Health Hazards, Occupational Health Outcomes, Agencies Focused on Occupational Health, Controlling Occupational Hazards, Recap on Environmental Health: the Foundation of Global Public Health
Course: Introdução ao Controle de Sistemas
Modules:
Sobre o Curso, O que é Sistema?, Exemplos de Sistemas, Objetivo do controle de sistemas, Gráfico da saída em função do tempo, Análise e Projeto, Exemplo de Controle em Malha Fechada, Modelos Matemáticos
A Transformada de Laplace, A Função de Transferência, Calculando a Saída do Sistema
BIBO Estabilidade, O critério de Routh-Hurwitz para a Estabilidade, As vantagens da realimentação, Restrições sobre parâmetros para a estabilidade, Erro em regime em malha aberta, Erro em Regime em malha fechada
Chegando ao fim do Curso, Por que estudar a resposta ao degrau de segunda ordem, As diferentes respostas ao degrau, Características da resposta subamortecida, Parametrização de sistemas de segunda ordem, Fórmulas da resposta de segunda ordem, Projeto para requisito de overshoot, Projeto para requisito de instante de pico, Estudos futuros
Course: Customer-Centric IT Strategy
Modules:
Course Intro, A Few Agile Things, The Problem with IT Projects, The 20-Minute Strategy Brief, IT Strategy Brief: Value Definition, IT Strategy Brief: The Customer Journey, IT Strategy Brief: Key Activities, Demo: Business Model Canvas Template, Demo: Using Google Docs for Your Business Model Canvas, Drafting a Process Inventory from Key Activities
Prototyping with Process, An Example of Prototyping with Process, Demo: Sketching a Process Design, Validation Criteria: 0, 30, 90 Days, Skit: Process Design, Skit: Validation Criteria, Course Summary
Course: Optimizing Diversity on Teams
Modules:
Intro of Derek Newberry, The Hidden Diversity Problem, Promoting Diversity, Managing Rewards Systems, Managing Personal Bias, Being A Good Ally, Interview with Arjun Shankar, Interview with Stanford Thompson
Personal Introduction, Diversity Matters and So Do Our Biases, Intro of Torian Richardson, Diversity and Inclusion Issues on International Teams, Strategies for Adapting to a New Team Culture, Cases of Strategic Focus on Diversity and Inclusion, Addressing a Critical Situation of Bias, Cultivating the Right Mindset to Manage Diversity and Inclusion Issues, Interview with Andrés Castro Samayoa, Interview with Ann Tiao, Intro of Harvey Floyd II, Strategies for Reducing Bias, Questions that Help You Create a Diverse and Inclusive Team, Frameworks for Managing Difficult Conversations
M3 Overview, Why Conflicts Occur, Conflict Types and Origins, Addressing Representational Gaps, Conflict Resolution Strategies, Addressing Oppression-Based Conflict, Interview with Marybeth Gasman, M3 Recap
M4_ Intro to Case Study Module, High Performance on Diverse Teams, Creating Inclusion Through Participation, Nike Introduction, Nike Goals, Nike Roles, Nike Norms, Interview with Jacqui Barton, M4 Recap
Course: Coding for Designers, Managers, & Entrepreneurs I
Modules:
Welcome to the Course, About the Reading - Solving Agile UX, It's Not about the Coding, About the Example Company, Intro to the Case - From Prototype to HTML, Intro to the Sample Code & JSFiddle, Notes on working with HTML, Solution to the Case
Introduction to Week 2, About the Reading: Design Principle Consistency, Intro to the Case - Making HTML Manageable, Intro to CSS and Using the Chrome Debugger, Solution to the Case
Introduction to Week 3, About the Reading, Intro to the Case -  the HTML & CSS Debugging Case, Analytical Debugging: Fixing Different Fonts, Analytical Debugging: Fixing Line Spacing, Other Debugging Tools, Solution to the Case
Introduction to Week 4, The Testable Design, Creating Good User Stories, Structuring User Stories, A Systematic Approach to Usability, Leveraging Comparables, Editing the Prototypes in Balsamiq, Working in Trello
Introduction to Week 5, About the Readings: Week 5, Finishing Your Prototype, Finishing Your Peer Review, Completing a Portfolio Entry
Course: Productivity and Systems Development
Modules:
Introduction to Microsoft Word, Introduction to Microsoft PowerPoint, Introduction to Microsoft Excel
Required Readings & Resources, Supplemental Resources, Required Readings & Resources
Required Readings & Resources
Course: Procurement for Governments
Modules:
Introduction to the Course and Meet the Instructor, Understanding the Basics of Government Procurement, its Significance & Key Principles, International Landscape of Government Procurement, Economic Rationale for Government Procurement, Understanding Different Procurement Methods Utilised, Procedures for Identifying, Assessing and Managing Procurement Risks, Stakeholder Engagement in Government Procurement, Understanding the Principles of Equal Treatment & Non-Discrimination, Exploring the Concepts of Transparency and Proportionality, Understanding the Concept of Mutual Recognition & its Application across Jurisdictions
Introduction to Strategic Procurement: Planning, Risk Assessment and Contract Lifecycle Management, Competition Planning, Engaging with the Supplier Market, Describing the Requirements, Excluding Economic Operators from Public Procurement Exercises, Financial Stability Assessment of Economic Operators, Determining a Route to Market to Procurement Goods, Services and Works, Risk Management in the Selection of Suppliers: Finding the Right Fit, Understanding the Investment Decisions from Potential Suppliers, Contract Management and Contract Lifecycle
Introduction to Fraud, Bribery and Corruption, Common Definitions of Fraud, Bribery and Corruption, Major Legislation Around the World to Combat Corruption, Identifying Corruption in Procurement Practices, Identifying the Risk Factors in Procurement Practices, Rating Risks and Mitigation Controls, Developing an Anti-Corruption Action Plan, Organisational Practices to Reduce Procurement Corruption, Embedding Ethical Practices in Procurement Processes, Managing Contracts to Reduce Risk of Corruption
Introduction to Ethical and Sustainable Procurement Practices, Common Definitions of Environmental, Social and Economic Sustainability, The Drivers and Benefits of Ethical Procurement, Identifying, Assessing and Managing Risks Associated with Ethical & Sustainable Procurement Practices, Key Environmental Challenges Impacting Government Procurement, The Benefits of Implementing Whole Life Cycle Procurement, Barriers to Successful Implementation of Environmental Procurement, Understanding the Risk Indicators of Modern Slavery, Major Legislation Around the World to Combat Modern Slavery, Preventing and Mitigating the Risks of Modern Slavery, Wrap-up & Key Takeaways
Course: Platform Thinking for the Metaverse
Modules:
Introduction
Disruptive technologies and Technological cycles, Mediamorphosis, Integrating Real and the Virtual Worlds, Platforms as a model to read disruptive technologies to come
The history of the Metaverse, The technologies behind the Metaverse, The Metaverse implications for platform-models
Looking back and forward, Approaching the Metaverse, Platform Thinking as a mindset for the future
Introducing the Capstone Project, Familiarizing with Miro, Recap: The Platform Thinking Matrix, Platform Thinking Business Model Canvas
Course: Regulated Competition in Healthcare Systems: Theory & Practice
Modules:
Introduction of teachers and course overview
Why government intervention in health care is necessary, How did governments intervene in health care systems? - Three waves of health care reform, First wave of health care reform: Social health insurance, First wave of health care reform: National health service, Second wave of health care reform: how did governments realize cost containment?, Third wave of health care reform: how did governments increase incentives for efficiency?
Navigating between market failure & government failure, Is competition among providers of health care helpful or harmful?
The model of regulated competition in healthcare systems, How consumer choice of insurance plan can promote efficiency, How can insurers improve the efficiency of healthcare?, Tools for the regulator to manage competition and to make health insurance affordable for all
Ten Preconditions for achieving efficiency and affordability, Preconditions 1-5, Preconditions 6-10
Premium regulation in health insurance markets, Risk selection by insurers, Risk equalization in health insurance markets, Risk sharing in health insurance markets
Effective competition regulation in health care, Three key issues regarding competition regulation in health care
What drives provider payment reform?, Agency theory, Multitasking problem and base payment, Financial risk, Pay-for-performance, Bundled payment, Global payment
Key takeaways & farewell
Course: Initiation à la théorie des distributions
Modules:
Partie 1 EDP d'ordre 1 et méthode des caractéristiques, Partie 2 L'équation de Hopf, Partie 3 Fonctions test, Corrigé exercice 1, Corrigé exercice 2
Partie 1 Définition des distributions, Partie 2 Définition des distributions, Corrigé exercice 4, Corrigé exercice 5, Corrigé exercice 6, Corrigé exercice 7
Partie 1 Autres opérations sur les distributions, Partie 2 Formule des sauts en dimension 1, Partie 3 Intégration sur les courbes et les surfaces, Corrigé exercice 8, Corrigé exercice 9, Corrigé exercice 10
Partie 1 Formule des sauts en dimension >1 et applications, Partie 2 Distributions à support compact, Partie 3 Convolution des distributions par des fonctions régulières, Corrigé exercice 11, Corrigé exercice 12, Corrigé exercice 13
Partie 1 Régularisation des distributions, Partie 2 Convolution des distributions, Partie 3 Distributions tempérées, Corrigé exercice 14, Corrigé exercice 15, Corrigé exercice 16
Partie 1 Transformation de Fourier sur la classe de Schwartz, Partie 2 Transformation de Fourier des distributions tempérées, Corrigé exercice 17, Corrigé exercice 18
Partie 1 Introduction à l'étude des EDP, Partie 2 Exemples de solutions élémentaires, Partie 3 Détermination de quelques solutions élémentaires, Corrigé Exercice 19
Partie 1 Fonctions harmoniques, Partie 2 Equation de Poisson, Corrigé Exercice 20
Partie 1 Problème de Cauchy au sens des distributions, Partie 2 Exemples d'EDP d'évolution d'ordre 1, Partie 3 Un exemple d'EDP d'évolution d'ordre 2, Corrigé Exercice 21
Course: Amazon Transcribe Getting Started
Modules:
Amazon Transcribe Getting Started
Course: Introduction to Test and Behavior Driven Development
Modules:
Course Introduction, The Importance of Testing, Why Developers Don’t Test, Testing Levels and Release Cycle, TDD and BDD, Testing Case Study
Benefits of Test Driven Development, Tools for TDD, Running Tests with Nose, Running Tests with Nose Demo, Anatomy of a Test Case, Writing Test Assertions, Writing Test Assertions Demo, Test Fixtures, Creating an Initial State Using Test Fixtures Demo
Test Coverage, Running Test Cases with Coverage Demo, Factories and Fakes, Factories and Fakes Demo, Mocking, Mocking with Patch, Mocking with Mock Objects, Mocking with Mock Objects Demo, Practicing Test Driven Development, Practicing Test Driven Development Demo
What is Behavior Driven Development?, Benefits of BDD, BDD Workflow and Gherkin Syntax, Example of BDD, Tools for Behavior Driven Development, Overview of Behave, Environment Setup, Writing Feature Files, Selenium, Writing Step Files, Loading Test Data with Behave
Generating Steps with Behave, Implementing Your First Steps, Working with Context, Using Variable Substitution
Reading: Final Project Overview, Check list: Final Project, Course Summary, Congratulations & Next Steps, Thanks from the Course Team
Course: The Neuromarketing Toolbox
Modules:
Introduction to Week 1 with Jesper Clement, 1.1 The Scope of Neuromarketing, 1.2 Biometric & Neurometric, 1.3 Biometric Measures pt. 1, 1.4 Biometric Measures pt. 2, 1.5 Neurometric Measures, INTERVIEW - Peter Hartzbech, Founder & CEO, iMotions A/S, Denmark
Introduction to Week 2 with Jesper Clement, 2.1 Visual Attention, 2-2 Visual Perception, 2-3 State of the Art, 2-4 Equipment & Output, Andrea Ciceri, PhD, Founder and President of SenseCatch, Italy, Iyad Aldaqre, PhD, Data Scientist at SR LABS, Italy
Introduction to Week 3 with Jesper Clement, 3-1 Arousal, 3-2 Emotion, 3-3 Self-Report Measure, Maurizio Mauri, PhD, researcher at TSW User Experience Lab of Milan, Italy
Introduction to Week 4 with Jesper Clement, 4-1 GSR, 4-2 Pupillometry, 4-3 Heart Rate, 4-4 Facial Expression, Dr. Patrick H. Zimmerman, Behavioral Research Consultant at Noldus, Holland
Introduction to Week 5 with Jesper Clement, 5-1 Anatomy 101, 5-2 Dual Process Theory, 5-3 Deeper Parts, 5-4 Building Blocks, Professor Vincenzo Russo, PhD, Head of Neuromarketing Behavior and BrainLab at IULM, Milan, Italy 8 (Interview), Professor Vincenzo Russo, PhD, Head of Neuromarketing Behavior and BrainLab at IULM, Milan, Italy (Presentation)
Introduction to Week 6 with Jesper Clement, 6-1 EEG Theory, 6-2 EEG Equipment, 6-3 EEG Data Output, 6-4 Scanner Techniques, 6-5 fMRI Setup, Elvira Fischer, PhD, Product Specialist at iMotions A/S, Denmark
Course: Positive Psychology: Resilience Skills
Modules:
1.1 Welcome and Overview of the Course, 1.2 Definition of Resilience and Foundational Research, 1.3 Variables that Contribute to Resilience, 1.4 Barbara Bradley Hagerty on Resilience in Midlife, 1.5 Jennifer Loredo and Resilience Stories, 1.6 Introduction to Optimism and Optimism Definitions, 1.7 Benefits of Optimism, 1.8 What Optimists Do Differently, 1.9 Optimism Activity: Pursuit of Happyness Video, 1.10 Organizational Highlight: Sam Presti on Optimism, 1.11 Organizational Highlight: Maureen Rush, 1.12 Personal Highlight: Lucy Hone, 1.13 Summary of Week 1 and Preview of Week 2
2.1 Thinking Traps Introduction, 2.2 Definition and Demonstration of Thinking Traps, 2.3 Detecting Patterns in Yourself, Activity: Trying Thinking Traps on for Size, 2.4 Personal Examples of Thinking Traps: Why We Need a Skill to Address Them, 2.5 Changing non-resilient thinking: Real-time Resilience, 2.6 Real-time resilience Activity, 2.7 Organizational Highlights: Emma Judge & Maureen Rush, 2.8 Summary of Module 2 and Introduction to Module 3
3.1 Introduction: Catastrophizing and the Relationship of Anxiety to Resilience, 3.2 Dr. Baime: Effects of Anxiety on Our Bodies, 3.3 Demonstrations of Several Styles of Catastrophizing, 3.4 Triggers of Catastrophizing, 3.5 Introduction to three Different Ways to Manage Anxiety, 3.6 Dr. Park: Deliberate Breathing to Manage Anxiety, 3.7 Dr. Baime: A Mindfulness Approach to Anxiety, 3.8 Positive Emotions Broaden, 3.9 Positive Emotions Build Resources, 3.10 Gratitude Research, 3.11 Gratitude Skill: HTGS, 3.12 Designing a Gratitude Practice: Team Collage, 3.13 Organizational Highlights: Sam Presti, Maureen Rush & Carolyn McIntyre, 3.14 Summary of Module 3 and Preview of Module 4
4.1 Background and Definition of Signature Strengths, 4.2 Activities: Developing Character Strengths and VIA Conversation, 4.3 Using Character Strengths to Navigate an Upcoming Challenge, 4.4 Shadow Side of Character Strengths, 4.5 Introduction to ACR, 4.6 ACR Role Plays, 4.7 Activity: ACR Patterns, 4.8 Inculcating Resilience in an Organization: Emma Judge and Sam Presti, 4.9 Course Summary
Course: Use C++ to build a Crypto Trading Platform: Final System
Modules:
Introduction to the fifth course in the specialisation, The plan for the wallet, The Wallet class, Getting to a compile-ready state – linker error, Implement insert and contains functions, Implement print and remove functions, How much cash do we need for bids and asks?, Implement cash check on bids and asks, Integrate to the main app enterAsk, Complete the enter bid function, Concept: statefulness and static vs non-static
Complete the trade: the theory, Adding the username and special types, Putting the money in their wallet, Course summary