dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Soul Beliefs: Causes and Consequences - Unit 2: Belief Systems
Modules:
Introduction
Thinking and Feeling Part A, Thinking and Feeling Part B, Thinking and Feeling Part C
Terror Management Part A, Terror Management Part B, Terror Management Part C
Internalized Beliefs I Part A, Internalized Beliefs I Part B, Internalized Beliefs I Part C
Internalized Beliefs II Part A, Internalized Beliefs II Part B, Internalized Beliefs II Part C
After-Life, Out of Body, and Disembodied I Part A, After-Life, Out of Body, and Disembodied I Part B, After-Life, Out of Body, and Disembodied I Part C
After-Life, Out of Body, and Disembodied II Part A, After-Life, Out of Body, and Disembodied II Part B, After-Life, Out of Body, and Disembodied II Part C
Prelude to Second Half
The Brain & Our Emotional Future Part A, The Brain & Our Emotional Future Part B, The Brain & Our Emotional Future Part C
Biology of Thou Shalt Not (Part A), Biology of Thou Shalt Not (Part B), Biology of Thou Shalt Not (Part C)
The Undesired Self Part A, The Undesired Self Part B, The Undesired Self Part C
Syllabus, Grading and Logistics
Course: Career Success Project
Modules:
Project Overview, Project Assignment Instructions, FAQ, Company Selection and Research
SWOT Analysis
Analysis Paper
Overview of Peer Review and Grading, Self- and Peer Assessment Rubric
Capstone Project Final Graded Peer Review
Message from UCI Extension
Course: Positioning: What you need for a successful Marketing Strategy
Modules:
Trailer, 1.0 Why positioning?, 1.1 Where should we start?, 1.2 Positioning as a key element in the marketing process, 1.3 Market environment analysis: Context and Customers, 1.4 Market environment analysis: Collaborators, Competitors and Company, 1.5 What do we get from a proper positioning?
2.0 What is a segment?, 2.1 Mass market, market segments, niche markets and individuals, 2.2 Segmentation levels, 2.3 Why should we segment?, 2.4 Reasons to segment, 2.5 Segmentation criteria: geographic and demographic, 2.6 Segmentation criteria: psychographic and behavioral, 2.7 How to come up with an effective segmentation?, 2.8 Segmentation models, 2.9 Expert interview; Jaime Veiga, Global Strategic Insights – Southern Europe Head at Johnson & Johnson
3.0 Why differentiation?, 3.1 What is differentiation and value proposition?, 3.2 Positioning in real life: Exercise, 3.3 Frame of reference, points of parity and points of difference, 3.4 How to come up with the points of difference?, 3.5 The three circles model (Urbany & Davis), 3.6 Differentiation strategies, 3.7 Session 3 Summary, 3.8 Expert interview; Jacobo Galvez, Marketing Director Consumer Business Unit at Vodafone Spain
4.0 Introduction to the session, 4.1 What is positioning?, 4.2 Positioning examples at Citroën, 4.3 Positioning Statement, 4.4 How to define the Commercial Plan based on the positioning?, 4.5 How to come up with the value proposition? Positioning maps, 4.6 Spider Web Perceptual Maps, 4.7 Alternative Positioning Strategies, 4.8 Key trends impacting Positioning (1/2), 4.9 Key trends impacting Positioning (2/2), 4.10 Course wrap up, Ready to continue on this journey?
Course: Managing Network Security
Modules:
Welcome to the course Managing Network Security
Introduction to Networking, What is a network?, How networks communicate, Introduction to Network Protocols, TCP/IP and Ethernet Network Protocols, Securing Internet Services and the Web - Part 1, Securing Internet Services and the Web - Part 2, Introduction to Networking
Cybersecurity Technology Administration, Firewall Administration – Firewall Selection, Firewall Administration – Firewall Configuration, IDPS Administration, VPN Administration, Cryptography and Network Security, Cybersecurity Technology Administration
Wireless and Cloud Networks, What is a Wireless Network?, Wireless Standards and Protocols, What is Cloud networking and computing?, Cloud networking and cybersecurity, Additional Wireless Network Standards and Technologies, Wrap up for Wireless and Cloud Networks
Cybersecurity Network Auditing, Monitoring and Logging, Introduction to Auditing and Systems Monitoring, Auditing & Systems Monitoring Management – Part 1, Auditing & Systems Monitoring Management – Part 2, Formal Audits & Auditing, Digital Forensics & Auditing – Part 1, Digital Forensics & Auditing – Part 2, Wrap up for Cybersecurity Network Auditing, Monitoring and Logging
Wrap up for the course Managing Network Security
Course: Solve Business Problems with AI and Machine Learning
Modules:
CAIP Specialization Introduction, Solve Business Problems with AI and Machine Learning Course Introduction, Identify Data-Driven Emerging Technologies Module Introduction, The Data Hierarchy, Big Data, Data Mining, Applied AI and ML in Business, Appropriate Business Problems, Challenges of AI/ML, Machine Learning Model, Machine Learning Workflow, Useful Skillsets, Concept Drift and Transfer Learning, Problem Formulation, Differences Between Traditional Programming and Machine Learning, Differences Between Supervised and Unsupervised Learning, Randomness and Uncertainty, Machine Learning Outcomes
Select Appropriate Tools Module Introduction, New Tools and Technologies, Hardware Requirements, Cloud Platforms
Promote Data Privacy and Ethical Practices Module Introduction, Data Protection, Data Privacy Laws, Privacy by Design, Data Privacy Principles at Odds with Machine Learning, Compliance with Data Privacy Laws and Standards, Data Sharing and Privacy, The Big Data Challenge, Preconceived Notions, The Black Box Challenge, Bias, Prejudice, and Discrimination, Ethics in NLP, Use of Data for Unintended Purposes, Intellectual Property, Humanitarian Principles, Asilomar AI Principles
AI Project Outline
Course: Preparing for your Professional Data Engineer Journey
Modules:
Course Introduction, Module Overview, Introduction to the Professional Data Engineer role, Certification value and benefits, Certification process, Creating your study plan
Module Overview, Migrating data from private data centers to Google Cloud for Cymbal Retail, Introduction: Diagnostic questions, Diagnostic Questions Practice Demo, Your study plan
Module Overview, Ingesting and processing data for Cymbal Retail, Introduction: Diagnostic questions, Your study plan
Module Overview, Storing Cymbal Retail’s data, Introduction: Diagnostic questions, Your study plan
Module Overview, Preparing and using Cymbal Retail’s data for analysis, Introduction: Diagnostic questions, Your study plan
Module Overview, Maintaining and automating data workloads at Cymbal Retail, Introduction: Diagnostic questions, Your study plan
Module Overview, Weekly study goals
Course: Companies and climate change
Modules:
General introduction, Introduction to episode 1, 1. Understanding climate change, 2. Time scale and scope of the task, 3. Is the future set in stone?, Part 1: Integrated Evaluation Models, Part 2: Carbon tax and internalising the social cost of carbon, Trusting, distrustful and defiant relationships in the Community Energy ecosystem in the United Kingdom, Champagne Drappier & Comité Champagne, Essilor, BNP Paribas, Saint-Gobain, ENGIE, Kering, Taking a step back
Introduction to episode 2, 4. Leading the energy transition in business, 5. Determining and calculating a carbon footprint, 6. Implementing an action plan, Why and how can companies guide their customers towards virtuous behaviour in terms of climate change?, Carbon footprint and supply chain, measuring and acting on the entire value chain, Champagne Drappier & Comité Champagne, Essilor, BNP Paribas, Saint-Gobain, Orange, Renault, Taking a step back
Introduction to episode 3, 7. Investment needs, 8. Strategy for the financial players, 9. New financial products, How do law and regulation spur finance to put itself in service of the transition?, Financing the energy transition by providing equity capital: focus on taking ESG criteria into account in asset management and crowdfunding, Champagne Drappier & Comité Champagne, Essilor, BNP Paribas, Saint-Gobain, AXA, Crédit Agricole, Taking a step back
Introduction to episode 4, 10. Scenario analysis, 11. Physical risks, Cleantech entrepreneurship, opportunities for innovation, The role and responsibility of a higher education institution in management: the commitment of ESSEC, Champagne Drappier & Comité Champagne, Essilor, BNP Paribas, Saint-Gobain, Total, Schneider Electric, Taking a step back
Course: Benefits: Financial Protection, Growth & Assistance
Modules:
Course Introduction, Financial Protection Strategies, Sick Time Options, Short and Long-Term Disability Coverage, FMLA Provisions, Sick + Disability + FMLA = Solid Protection, Life Insurance and AD&D, Life Insurance: Evidence of Insurability, Life Insurance: Imputed Income, Critical Illness Coverage, Administering Financial Protection Plans, Evaluating Financial Protection Plans
Basics of Financial Growth Plans, 401(k) – A Popular Choice, Participation, Eligibility, and Enrollment, Contributions and Caps, Investments Part 1, Investments Part 2, Loans, Rollovers, Plan Sponsors and Administrators, Nondiscrimination Testing, Government Reporting and Documentation, Evaluating the 401(k)
Basics of ESPPs, Plan Design and Value, ESPP and 401(k) Investments Comparison, Overview of Plan Features, Eligibility and Contributions, Enrollment, Offering, and Freeze Periods, Purchase of Shares, Evaluating Your ESPP
Basics of Education Assistance Programs, Tuition Reimbursement – A Common Offering, Common Program Features
Employee Benefits FAQ, Part 2: Instructions, Program Completion: Congratulations!
Course: Programmation pour tous (mise en route de Python)
Modules:
Vidéo : Bienvenue en classe - Dr Chuck, Vidéo : Bienvenue dans Python - Guido van Rossum, 1.1 - Pourquoi programmer ?, 1.2 - Présentation du matériel, 1.3 - Python en tant que langage, Tâche ludique : Les auteurs de manuel se rencontrent @PyCon2015, Heures de bureau en présentiel - Bangalore, Inde
Démonstration : Utiliser Python Playground, Windows 10 : Installer Python et écrire un programme, Windows : Prendre des captures d’écran, Macintosh : Utiliser Python et écrire un programme, Macintosh : Prendre des captures d’écran, Prime : Eben Upton et RaspBerry Pi
1.4 - Écrire des paragraphes de code, Démonstration : Rendre le devoir « Hello World », Entretien : Daphne Koller - Élaborer Coursera, Heures de bureau en présentiel : Milan, Italie
2.1 - Expressions, 2.2 - Expressions Partie 2, 2.3 - Expressions Partie 3, Exercice réalisé : 2.3, Entretien : Pooja Sankar - Élaborer Piazza, Heures de bureau : Mountain View, Californie
3.1 Instructions conditionnelles, 3.2 Autres instructions conditionnelles, Exercice réalisé : 3.2, Entretien : Massimo Banzi : Arduino, Heures de bureau : Séoul, Corée du Sud
4.1 - Utiliser des fonctions, 4.2 - Élaborer des fonctions, Entretien : Guido van Rossum : Les premières années de Python, Heures de bureau : Manille, Philippines
5.1 - Boucles et itération, 5.2 - Boucles définies, 5.3 - Trouver la plus grande valeur, 5.4 - Idiomes de boucle, Exercice réalisé : 5.1, Que se passe-t-il ensuite ? Dr Chuck, Entretien : Guido van Rossum : L’ère moderne de Python, Heures de bureau : Paris, France
Course: Kali Linux
Modules:
Introduction to the Course, Meet Your Instructor, What you will learn in this lesson, What is Kali Linux? - An Overview, Installing Kali Linux - A Step-by-Step Guide, Navigating the Kali Linux Interface, What you will learn in this lesson, Basic Command Line Operations in Kali Linux, Introduction to Network Scanning Tools, Basic Security Tools and Their Usage
What you will learn in this lesson, Setting Up and Using Wireshark, Implementing Basic Network Scans with Nmap, Understanding and Using VPNs in Kali Linux, What you will learn in this lesson, Ethical Hacking Principles and Legal Framework, Basic Penetration Testing Concepts, Introduction to Vulnerability Assessment
Course: React Fundamentals
Modules:
Introduction to the course, Meet your Instructor, What you will learn in this lesson, Introduction to JavaScript, Setting up your development environment, Writing your first JavaScript program, What you will learn in this lesson, Variables in javascript, Data types, Using arithmetic and comparison operators, Arrays in Javascript, Working with strings, String manipulation, Conditional statements (if/else, switch), Looping structures (for, while), Functions and scope, What you will learn in this lesson, Understanding the Document Object Model (DOM), Accessing DOM elements with JavaScript, Manipulating DOM elements with JavaScript, Modifying styles and attributes with JavaScript, Understanding events and event listeners, Responding to user input (clicks, key presses), Creating interactive user interfaces with events, What you will learn in this Lesson, Creating and removing DOM elements with JavaScript, Using AJAX to load content dynamically, Handling errors and exceptions
What you will learn in this Lesson, Introduction to React, Virtual DOM in React, Setting up React, What you will learn in this Lesson, React Directory structure, JSX in React JS, React Components, React Props, React States, What you will learn in this Lesson, React useEffect Hook, Making API Calls with useEffect Hook, useContext Hook, React Redux, Application of Redux
Project Overview, Approach for building Tic-Tac-Toe, Step 1: Setting up the project, Step 2: Creating Board Component, Step 3: Project Components, Step 4: Creating a Reusable Component, Step 5: Creating an interactive square component, Step 6: Writing logic for turns, Step 7: Wrapping up the Project
Course: Achieving Health Equity in Healthcare
Modules:
Course Introduction and Connections to Previous Courses: History and Causes of Racial Inequity in Healthcare, Meet Your Professor, Sustaining Community Health Centers with Ricardo Guzman
Civil Rights and Hospital Integration, Challenges to Reducing Discrimination and Health Inequity Through Existing Civil Rights Laws, Mechanisms for Disciplinary Action, Patient Dumping, Emergency Medical Treatment and Labor Act (EMTALA): Opportunities and Challenges, Week 2 Optional Resources
Is it Cultural Competence or Cultural Humility?, Diversifying the Healthcare Workforce: What It Is and Why It Matters with David Brown
What is Quality Improvement?, Collecting Race/Ethnicity Data to Drive Quality Improvement, Quality Improvement and Equity, Introduction to Examples of Improving Quality and Access in Health Systems, Community Health Workers: A Timeline, Community Health Workers in Improving Quality of Care, Introduction to Community Benefit, Community Benefit: Past and Future, Reporting Requirements: Outcomes vs. Monetary, Week 4 Optional Resources
Conclusion: Addressing Racial Health Inequity in Healthcare Specialization
Course: Introduction to Basic Vibrations
Modules:
1-1 How Vibration is Realated with Acoustics, 1-2 Understanding Basic Concept of Vibration
2-1 Review of concept of vibration, 2-2 Harmonic excitation of undamped system, 2-3 Base excitation for basic undamped system
3-1 Geometric approach consists of solving basic undamped system, 3-2 Geometric approach consists of solving basic damped system, 3-3 Base excitation for basic damped system
4-1 Introduction of two degree of freedom system, 4-2 Natural frequencies of two degree of freedom system
5-1 Overview of two degree of freedom system, 5-2 Solution and control of two degree of freedom system
Course: Introduction to Strategy
Modules:
Introduction to the Course, Course Organization, Strategy Concept, Mission, Vision, and Values, Elements of Strategy, External Analysis: STEP, External Analysis: 5 Forces, Online Education post-COVID, Analysis Step-by-Step, Recording of Introduction to Strategy Live Session on 21-11-11 20:07:49 [03:45]
Internal Analysis - Introduction, Internal Analysis, Value Chain Analysis: Primary Activities, Value Chain Analysis: Secondary Activities, VRIO Analysis
SWOT - TOWS - Introduction, SWOT - TOWS, Sequence of Analysis, Case Study - COVID
Strategic Monitoring - Introduction, Strategic Monitoring, Industry Drivers, Surprise Avoidance, Response and Adaptation, Recording of Introduction to Strategy Live Session on 21-12-02 20:08:48 [05:04], Recording of Live Session - Introduction to Strategy on 22-11-23 12:05:27 [27:10]
On Generic Strategies - Introduction, On Generic Strategies, Cost Leadership, Differentiation, Focus, Have a Nice Journey
Course: Transformer Models and BERT Model - 简体中文
Modules:
Transformer 模型和 BERT 模型：概览, Transformer 模型和 BERT 模型：实验演示
Course: MV Substation - An industrial approach (PART-B)
Modules:
About the Institution, About the Specialization, Welcome to the Course, LV Cables - Power & Control Part 1, LV Cables - Power & Control Part 2, MV Cables, Instrumentation Signal and Fibre Optic Cables, Methods for Cable Installation, Cable Sizing Criteria Part 1, Cable Sizing Criteria Part 2, Practical aspects of Cable Sizing Part 1, Practical aspects of Cable Sizing Part 2, Practical aspects of Cable Sizing Part 3, Cable Lugs, Cable Glands, Cable Glands, Lugs and their Accessories, Cable Joining and Termination
Need and Application of Surge Arresters, Types and Characteristics of Surge Arresters, Classifications of Surge Arresters, Basics of Illumination Terminologies, Illumination System Design - Part 1, Illumination System Design - Part 2, Illumination System Design - Part 3
Guidelines for Outdoor Air Insulated Substation up to 33kV, Equipment Layout for Outdoor Substation - Part 1, Equipment Layout for Outdoor Substation - Part 2, Practical approach to Layout Plan Part 1, Practical approach to Layout Plan Part 2, Practical approach to Layout Plan Part 3, Practical approach to Layout Plan Part 4, Practical approach to Layout Plan Part 5, Section of AIS S/s
Cable Routing Layouts, Practical approach to Cable routing layout for Outdoor S/S, Erection Key Diagrams - Part 1, Erection Key Diagrams - Part 2, Practical approach to EKD for OD SS
Importance and Types of Earthing, Soil Resistivity, Earthing Design, Earthing Design Flowchart, Types of Earthing Material, Earthing System Design- A case study for MV SS, Lightning Protection - Part 1, Lightning Protection - Part 2, Lightning Protection - Part 3, Lightning Protection- A Case study for MV SS
Site Development and Cable Trenches, Transformer Foundation, Fire Wall and Fire Rated Doors, Civil & Structural Engg - MV SS Part 1, Civil & Structural Engg - MV SS Part 2
Fire Protection System, Fire Detection & Alarm System and Fire Suppression System, Heating, Ventilation and Air-conditioning (HVAC) for Substation, HVAC & Fire protection System for Substation, Need for Maintenance of a Substation, Typical Maintenance Schedule, Permit to Work System, Electrical Safety Rules – Part 1, Electrical Safety Rules – Part 2, Standard Operating Procedures
Course: 商管研究中的賽局分析（一）：通路選擇、合約制定與共享經濟 (Game Theoretic Analysis for Business Research (1))
Modules:
第一週課前引導, 1-0 課前小叮嚀, 1-1-1 課程概述（1）, 1-1-2 課程概述（2）, 1-2 一個例子：獨佔定價（monopoly pricing）, 1-3-1 理論 集合與函數(1), 1-3-2 理論 集合與函數(2), 1-4-1 理論：最佳化條件（1）, 1-4-2 理論：最佳化條件（2）, 1-5 應用-獨佔定價, 1-6 應用-經濟訂購量
第二週課前引導, 2-1 囚犯困境, 2-2 靜態賽局與納許均衡, 2-3-1 應用：零售商競爭（1）, 2-3-2 應用：零售商競爭（2）, 2-4 動態賽局與逆向歸納, 2-5 應用：供應鏈訂價
第三週課前引導, 3-0 課前影片, 3-1 研究動機, 3-2 模型, 3-3 分析：定價, 3-4 分析：通路選擇, 3-5 經濟直覺與意涵
第四週課前引導, 4-0 課前影片, 4-1 誘因問題, 4-2-1 報童問題與供應鏈不協調（1）, 4-2-2 報童問題與供應鏈不協調（2）, 4-2-3 報童問題與供應鏈不協調（3）, 4-3 退貨合約, 4-4 模型與分析, 4-5 意涵與結論
第五週課前引導, 5-0 課前影片, 5-1 課程目標, 5-2 研究動機, 5-3 模型, 5-4-1 分析：只考慮上架費(1), 5-4-2 分析：只考慮上架費(2), 5-5 分析：營收分享, 5-6 結論
第六週課前引導, 6-1-1研究動機（1）, 6-1-2 研究動機（2）, 6-2 模型, 6-3-1 分析：基本情境（1）, 6-3-2 分析：基本情境（2）, 6-3-3 分析：基本情境（3）, 6-4-1 分析：延伸情境（1）, 6-4-2 分析：延伸情境（2）, 6-5 結論
7-1-1 回顧(1), 7-1-2 回顧(2), 7-2 展望, 7-3 隨想
Course: Firearm Purchaser Licensing Teach-Out: The Background Check Policy Not Enough People Are Talking About
Modules:
Firearm Purchaser Licensing: The Background Check Policy Not Enough People Are Talking About, Background Checks, Purchaser Licensing, Questions and Concerns about Guns and Gun Violence: Responses from Dr. Cassandra Crifasi, Dr. Cassandra Crifasi Responds
Understanding Firearm Purchaser Licensing Systems: An Interview with Dr. Alex McCourt, Dr. Cassandra Crifasi Responds, Part 1, Dr. Cassandra Crifasi Responds, Part 2
Dr. Cassandra Crifasi Responds
Firearm Purchaser Licensing in Illinois: A Case Study Conversation with Kathleen Sances, Dr. Cassandra Crifasi Responds, Part 1, Dr. Cassandra Crifasi Responds, Part 2
Course: Professional Skills for International Business
Modules:
Introduction to the Course and Week 1, Creating A Positive First Impression, Interview with Claire Taylor | Making A Positive First Impression, Cialdini's Six Principles of Influence, Key Concept and Case Study: Interview with Oliver James | How to Build Effective Relationships, Interview with Michael Davis | Building Effective Relationships, Interview with Claire Taylor | Collaborative Relationships, Gary Yukl | Building Expert Power, Mendelow's Stakeholder Matrix, Verbal and non-verbal communication, Choosing an appropriate communication channel, Key Concept: The 7Cs of Communication, Case Study: Interview with Oliver James | Applications of the 7Cs of Communication, Communication across cultures |Interview with Andrew Harding, Global Communication | Paul Taylor, Week 1 Summary
Week 2 Introduction, Interview with Oliver James | Becoming A Role Model In The Workplace, Managerial Role Models | Interview with Andrew Harding, Managerial Role Models | Interview with Paul Taylor, Aligning behaviour with organisational expectations, Week 2 Summary
Week 3 Introduction, Interview with Mary Stiasny | Efficiency, Interview with Jan Cameron | Prioritisation, Boddy and Buchanan, Case Study: Interview with Stephen Hobbs | Key Stakeholders, Interview with Mary Stiasny | Stakeholders, Interview with Claire Taylor | Stakeholders, Interview with Graham Chase | Stakeholders, Case Study: Interview with Michael Davis | Stakeholder Management, Stakeholder Management | Interview with Paul Taylor, Interview with Mary Stiasny | Delegation, Interview with Graham Chase | Delegation, Week 3 Summary
Week 4 Introduction, Key Concept: Networking, Case Study: Interview with Valentina Lorenzon | Key Skills in Networking, Interview with Claire Taylor | Networking | Part 1, Interview with Claire Taylor | Networking | Part 2, Interview with Mary Stiasny | Networking, Networking | Interview with Andrew Harding, Networking and social media, Key Concept: An Understanding of your Personal Brand, Case Study: An Understanding of your Personal Brand, Interview with Claire Taylor | Personal Brand, Case Study: Interview with Valentina Lorenzon | Personal Brand, Summary of Week 4 and the Course
Course: كيفية بناء منظمة متعلمة|How to Build a Learning Organization
Modules:
مفهوم المنظمة المتعلّمة (Learning Organization) وأهميته, السمات الأساسية للمنظمة المتعلمة, المبادئ الأساسية لبناء مؤسسة متعلمة, قواعد التحول إلى بناء منظمات التعلم, خطوات بناء المنظمة المتعلمة, دور القيادة في بناء المنظمة المتعلمة, تجارب ناجحة لتأسيس منظمة متعلمة, دروس مستفادة من المنظمات المتعلمة, الخاتمة
Course: Images with  DALL-E
Modules:
Navigating Codio Assignments, How to Reset an Assignment in Codio, Codio: API_Keys, OpenAI Tokens, Introduction to DALL·E(optional download), Edits with DALL·E(optional download), Additional DALL·E Usage(optional download)
Navigating Codio Assignments, Manipulating Images(optional download), Advanced Image Manipulations(optional download), Transformation (optional download)
Navigating Codio Assignments, Optimizing DALL-E 2 API Outputs(optional download), Animating Generated Images(optional download), Image Composition and Blending(optional download), Image Creation and Manipulation Program (optional download)
Course: The Music of the Beatles
Modules:
Introduction, Recommended Books, Andy Babiuk Interview, Walter Everett Interview, Beatles Equipment
Organizing the Biography and Music, Before Beatlemania, Hamburg and Liverpool, The First Recordings for Parlophone, Please Please Me, SCU – Love Me Do, Please Please Me, I Saw Her Standing There, The Beatles and UK Pop, 1963, With the Beatles, SCU - She Loves You, I Want to Hold Your Hand
Introduction, The Beatles are Coming!, The Beatles in the Movies, A Hard Day’s Night, the Album, SCU - A Hard Day’s Night, Can’t Buy Me Love, and Any Time At All, Beatles For Sale, Fall 1964, SCU - I’m A Loser and Eight Days a Week, Brian Epstein and George Martin
Overview of 1965: Beatlemania Continues, Help! The Movie, From Craftsmen to Artists, Help! The Album, SCU - Help!, You’ve Got To Hide Your Love Away, I’ve Just Seen a Face, Yesterday, Rubber Soul, SCU - Norwegian Wood, In My Life, Michelle, I’m Looking Through You, If I Needed Someone
The Rigors of Touring and the Freedom of the Studio, Revolver: The Album, SCU - Rain, Tomorrow Never Knows, Eleanor Rigby, For No One, Taxman, On the Way to the Summer of Love, Sgt. Pepper’s Lonely Hearts Club Band, SCU - Strawberry Fields, Being for the Benefit of Mr. Kite, Penny Lane, She’ Leaving Home, Within You Without You, Loss and New Directions in Fall, 1967, Magical Mystery Tour: The Album, SCU - All You Need Is Love, Fool on the Hill, Blue Jay Way
1968 - Events and Singles, The Beatles (White Album), White Album - The Paul Songs, SCU - Lady Madonna, Hey Jude, Ob-La-Di, Ob-La-Da, White Album - The John Songs, SCU - Revolution, Happiness Is a Warm Gun, Julia, White Album – George and Ringo Songs, SCU - The Inner Light, While My Guitar Gently Weeps, Piggies, Yellow Submarine
Introduction, The Get Back Project, Get Back/Let It Be, The Album, SCU - Let It Be, Dig a Pony, I Me Mine, I Got a Feeling, The Grand Finale: Abbey Road, Abbey Road: Side One, SCU - Here Comes the Sun, Maxwell’s Silver Hammer, I Want You (She’s So Heavy), Abbey Road: Side Two (A Longer Day in the Life), Conclusions
Course: Plant-Based Diets
Modules:
Before You Start, Final Thoughts
Course: Interventions and Calibration
Modules:
Welcome to the Course, An Insider's View of IDM, Modelling Curative Treatment, Modelling Vaccination: Leaky Vaccines, Modelling Vaccination: Additional Vaccine Effects
Models and Data: A Brief Detour into the Solar System, Relationships Between Models and Data, Modelling with Insufficient Data, Modelling with Sufficient Data
Computer-based Calibration: The Overall Approach, Introduction to Least-Squares Calibration, Recap: Least-squares Estimation
The Concept of Likelihood, Constructing a Likelihood Function, To Log or not to Log?, Overview of Model Calibration
Course: Concurrency in Go
Modules:
M1.1.1-3v3, M1.2.1-1v3
M2.1.1-3v3, M2.2.1-2v3
M3.1.1-2v3, M3.2.1-2v3, M3.3.1-3v3
M4.1.1-2v3, M4.2.1-3v3, M4.3.1-3v3
Course: Preparing for the SAS® Viya® Programming Certification Exam
Modules:
Welcome to the Course, How to Get Certified in SAS Viya Programming
About the Practices in this Lesson
About the Practices in this Lesson
Certification Exam Content  Guides, About the Practice Exams
Course: Best Practices for iOS User Interface Design
Modules:
Welcome!, Intro to iOS Design, iOS Design Concepts, iOS UI Composition, Device Adaptivity, Device Adaptivity Demo, Launch Screen Demo, Case Study: Constraint Layouts Part 1, Case Study: Constraint Layouts Part 2
Starting and Stopping, Navigation Styles, Gestures and Touch, Leveraging iOS, Some HCI Principles, Bars, Controls, Temporary Views
UIScrollView, Navigation View Controller, Working with the Keyboard, Intro to MapView, MapView Case Study: Part 1, MapView Case Study: Part 2, MapView Case Study: Part 3
UITableView: Part 1, UITableView: Part 2, UITableView: Part 3, UITableView: Part 4, UITableView: Part 5, UITableView with CoreData: Part 1, UITableView with CoreData: Part 2, UITableView with CoreData: Part 3, UITableView with CoreData: Part 4, Case Study: To Do List Part 1, Case Study: To Do List Part 2, Case Study: To Do List Part 3, Case Study: To Do List Part 4, Case Study: To Do List Part 5, Case Study: To Do List Part 6, Case Study: To Do List Part 7
Course: स्वास्थ्य कर्मचारियों के लिए कोविड-19 ट्रेनिंग
Modules:
कोविड-19 की मुख्य विशेषताएँ, व्यक्तिगत सुरक्षा उपकरण
बीमार रोगी की पहचान और प्रबंधन दृष्टिकोण, बेडसाइड शॉक मूल्यांकन, श्वासकष्ट से पीड़ित रोगी का आकलन - क्लीनिकल, बाल रोग और कोविड-19, बच्चों में बहु प्रणाली सूजन सिन्ड्रोम (MIS-C), आभासी मुलाकात का प्रबंध करना
कोविड-19 रोगियों में फुफ्फुसीय अल्ट्रासाउंड निष्कर्ष, सांस की तकलीफ से पीड़ित रोगी का आकलन - निदान, सांस की तकलीफ से पीड़ित रोगी का आकलन - रेडियोलॉजी
श्वासकष्ट की हल्की तकलीफ वाले रोगी का उपचार, कोविड-19: थेराप्यूटिक्स, श्वासकष्ट के मध्यम रोगी का उपचार- भाग 2
श्वासकष्ट के गंभीर रोगी का उपचार- भाग 1, श्वासकष्ट से पीड़ित रोगी का इलाज करना-प्रक्रियाएं, श्वासकष्ट के गंभीर रोगी का उपचार- भाग 2, श्वासकष्ट के गंभीर रोगी का उपचार- भाग 3
वेंटिलेटर प्रबंधन-भाग 1, वेंटिलेटर प्रबंधन-भाग 2
Course: Habilidades de Excel para el negocio: Conceptos básicos
Modules:
Introducción de la semana 1, Análisis de la semana 1, Video de práctica: Cómo tomar el control de Excel, Video de práctica: Navegación y selección, Video de práctica: Opciones de vista, Video de práctica: Entrada de datos, tipos de datos, edición y eliminación, Video de práctica: Controlador de relleno, Conclusión de la semana 1, Copiar y pegar, Plantillas
Introducción de la semana 2, Análisis de la semana 2, Video de práctica: Fórmulas, Video de práctica: Fórmulas en contexto, Video de práctica: Funciones I: SUMA y AUTOSUMA, Video de práctica: Funciones II: PROMEDIO, MÍN. y MÁX., Análisis: Referencias absolutas de celdas, Video de práctica: Referencias absolutas de celdas, Video de práctica: Cálculos en las hojas, Conclusión de la semana 2, Opciones de Excel
Introducción de la semana 3, Análisis de la semana 3, Video de práctica: Formato, Video de práctica: Bordes, Video de práctica: Herramientas de alineación, Video de práctica: Copiar formato, Video de práctica: Formatos de número, Video de práctica: Estilos y temas, Conclusión de la semana 3, Gráficos
Introducción de la semana 4, Análisis de la semana 4, Video de práctica: Gestión de filas y columnas, Video de práctica: Buscar y reemplazar, Video de práctica: Filtrado, Video de práctica: Clasificar, Video de práctica: Formato condicional, Conclusión de la semana 4, Accesibilidad
Introducción de la semana 5, Análisis de la semana 5, Video de práctica: Vista previa de impresión, Video de práctica: Orientación, márgenes y escala, Video de práctica: Saltos de página, Video de práctica: Imprimir títulos, Video de práctica: Encabezados y pies de página, Conclusión de la semana 5, Guardar opciones
Introducción de la semana 6, Análisis de la semana 6, Video de práctica: Tipos de gráficos básicos: Gráficos circulares, de columna y de líneas, Video de práctica: Mover y cambiar el tamaño de los gráficos, Video de práctica: Cambiar estilo y tipo de gráfico, Video de práctica: Modificar elementos del gráfico, Conclusión de la semana 6, Compartir gráficos
Curso 1: Evaluación final
Course: Financial Statements, SEC Filings and Ratio Analysis
Modules:
Introduction to Financial Statements, SEC Filings and Ratio Analysis, Meet Your Instructor- Brian Hamm, Meet Your Instructor- Nerissa Brown, The Impact of the Gies Community
Financial Statements & Basic Accounting Introduction, Financial Statements Overview, Income Statement, Statement of Cash Flows, Statement of Comprehensive Income, Balance Sheet, Statement of Shareholders' Equity, Financial Statements Working Together, Why a Statement of Cash Flows?, Difference Between Book Value and Market Value of Equity (Introduction), Historical Cost vs Fair Value, Matching / Timing, Some Items Not Measured, Mispricing, Difference Between Book Value and Market Value of Equity (Recap)
Introduction to SEC Filings, Annual Filings, Current Filings, Navigating a Company's Investor Relations Page, Navigating EDGAR, Navigating the 10K, Navigating the Proxy, SEC Comment Letters, Searching for SEC Comment Letters
Introduction to Ratio Analysis, Productivity Ratios, Productivity Ratios Calculation Examples, Cash Conversion Cycle, Cash Conversion Cycle Calculation Examples, Liquidity and Solvency Ratios, Liquidity Calculation Examples, Solvency Ratios Calculation Examples, Coverage Ratios, Coverage Ratios Calculation Examples, Introduction to Vertical Financial Statement Analysis, Management's Application of Vertical Financial Statement Analysis, Introduction to Horizontal Financial Statement Analysis, Management's Application of Horizontal Financial Statement Analysis, Combining Vertical and Horizontal Financial Statement Analysis (Benchmarking), Introduction to Return Ratios, Return on Assets, Return on Assets Disaggregated, Return on Common Equity, Disaggregating Return on Common Equity, Return on Invested Capital, Total Shareholder Return, Dividend Yield, Share Buybacks
Accounting Quality Introduction, What Is "Earnings Quality?", How Does Accounting Quality Affect Our Ability to Forecast Future Earnings?, What Is An Accounting Quality Analysis?, How Are Manipulations of Earnings Detected?, Learn on Your Terms
Course: Hands-on Introduction to Linux Commands and Shell Scripting
Modules:
Course Introduction, Introducing Linux and Unix, Linux Distributions, Overview of Linux Architecture, Linux Terminal Overview, Creating and Editing Text Files, Installing Software and Updates
Overview of Common Linux Shell Commands, Informational Commands, File and Directory Navigation Commands, File and Directory Management Commands, Viewing File Content, Useful Commands for Wrangling Text Files, Networking Commands, File Archiving and Compression Commands
Shell Scripting Basics, Filters, Pipes, and Variables, Useful Features of the Bash Shell, Scheduling Jobs using Cron
Congratulations & Next Steps, Thanks from the Course Team
Course: Gemini for end-to-end SDLC
Modules:
The future of software development with Gemini
Course: Estrategias para ganar. Meteorología en la vuelta al mundo
Modules:
Vídeo: Entender la meteorología - Introducción, 1.1.1 Vídeo: De la percepción a los datos, 1.1.2 Vídeo: Hacia los modelos numéricos, 1.1.3 Vídeo: Evolución de la información meteorológica en la regata oceánica, 1.2 Vídeo: Los cuatro motores locales del tiempo, 1.2.1 Vídeo: Primer motor: Orografía, 1.2.1 Vídeo: Caso de estudio: Uno de los efectos de la orografía del estrecho de Gibraltar., 1.2.2 Vídeo:  Segundo motor: Convección, 1.2.3 Vídeo: Tercer motor: Convergencia y divergencia, 1.2.4 Vídeo: Cuarto motor: Frentes, 1.3.1 Vídeo: La circulación general atmosférica, Video 1.3.1.4.experiencias de un marinero, 1.3.2 Vídeo: Los motores del tiempo global
2. Vídeo: Las predicciones meteorológicas - Introducción, 2.1.1 Vídeo: Qué son y cómo se generan los modelos de predicción, 2.1.2 Vídeo: Fiabilidad y precisión de los modelos, 2.2.1 Vídeo: Advección, 2.2.2 Vídeo: Vaguadas, 2.2.3 Vídeo: Dorsales, 2.2.4 Vídeo: Pantano barométrico, 2.2.5 Vídeo: Borrascas, 2.3.1 Vídeo: Tipos de información disponible, 2.3.2 Vídeo: El formato GRIB
3. Vídeo: El navegante como meteorólogo - Introducción, 3.1.1 Vídeo: Las herramientas, 3.1.2 Vídeo: Las curvas polares, 3.1.3 Vídeo: El cálculo de una ruta, 3.2.1 Vídeo: A medio y largo plazo, 3.2.2 Vídeo: A corto plazo, 3.3.1 Vídeo: La mesa de trabajo, 3.3.2 Vídeo: El weather rounting a bordo, 3.4.1 Vídeo: La veleta y el anemómetro en el mástil, 3.4.2 Vídeo: La electrónica, 3.4.3 Vídeo: La comunicación vía satélite, 3.4.4 Vídeo: El piloto automático, 3.4.5 Vídeo: El ordenador y la central de navegación, 3.4.6 Vídeo: Los principales problemas de la electrónica a bordo
4 Vídeo: Las regatas oceánicas y la meteorología - Introducción, 4.1 Vídeo: La planificación de una vuelta al mundo y la climatología, 4.2 Vídeo: La meteorología y la organización de una regata oceánica, 4.2.1 Vídeo: El meteorólogo de una regata de vuelta al mundo, 4.2.2 Vídeo: La Dirección de Regata y la información meteorológica, 4.3 Vídeo: La información a bordo en la Barcelona World Race, 4.4 Vídeo: La meteorología y la seguridad
5. Vídeo: Del Mediterráneo al Índico - Introducción, 5.1 Vídeo: El Mediterráneo. Aspectos meteorológicos de interés, 5.1.1 Vídeo: De Barcelona al estrecho de Gibraltar, 5.1.2 Vídeo: Del estrecho de Gibraltar a Barcelona, 5.2 Vídeo: El Atlántico de norte a sur. Estrategia general, 5.2.1 Vídeo: El Atlántico Norte: de Gibraltar al ecuador, 5.2.2 Vídeo: El Atlántico Sur. Del ecuador al Índico
6.1 Vídeo: Planteamiento general del Gran Sur - Introducción, 6.1.1 Vídeo: El Índico Sur, 6.1.2 Vídeo: El Pacífico Sur, 6.2 Vídeo: El Atlántico de sur a norte. Planteamiento general, 6.2.1 Vídeo: El Atlántico Sur. De Cabo de Hornos al ecuador, 6.2.2 Vídeo: El Atlántico Norte. Del ecuador al estrecho de Gibraltar
Course: Healthcare Data Management and Information Systems
Modules:
Module Introduction, Security and Privacy Overview, Patient Safety Controls, Security: A Multi-Layer Defense, Security Breach Case Study, Ransomware, Managing Security Breaches, Lessons in Minimizing Risk
Module Introduction, Budgeting Overview, Operating Expenses, Example Approaches to Planning for Operating Expenses, Capital Expenses, Thoughts on Budgeting Teams
Module Introduction, Emerging Technologies - Data Types, Wearables and Home-Based Technologies, Exposome Data Collection, Patient-Sourced Data, APIs and Interoperability, Generative AI
Module Introduction, Overview of Platform Thinking, Mayo Clinic and Platform Thinking, Hospitals as Data Science Labs, Global Transformation, Tech, Policy, and Cultural Revolution, Course Summary
Course: U.S. Bond Investing Basics
Modules:
Fixed Income Overview, Introduction to Municipal Bonds - Overview, General Obligation Bonds, Revenue Bonds, Short-Term Notes, Secondary Market
Due Diligence (Part 1 of 3), Due Diligence (Part 2 of 3), Due Diligence (Part 3 of 3), Tax Considerations
Corporate Bond Overview, Default Risk, Fundamental Analysis, Interest Rate Risk and Central Bank Support, Credit Ratings, Primary Market, Practical - Intro to the IBKR Global Bond Scanner, Understanding Prices and Yields, Fixed Income Conclusion
Course: Den UX-Designprozess beginnen: Empathie aufbauen, Fokus definieren, Ideen entwickeln
Modules:
Einführung in Kurs 2: Empathie aufbauen, Fokus definieren, Ideen entwickeln, Emily – Die Kraft der UX-Forschung, Zusammenarbeit und Feedback zu Portfolioprojekten, Einführung in die UX-Forschung, Christie – Design und die Bedeutung des Feedbacks, Die richtige Forschungsmethode wählen, Vor- und Nachteile von Forschungsmethoden verstehen, Craig – Mein Weg zum UX-Design, Arten der Voreingenommenheiten in der UX-Forschung identifizieren, Deana – Voreingenommenheiten in der UX-Forschung identifizieren, Zusammenfassung: Integration der Forschung in den Designprozess
Empathie mit Nutzenden aufbauen, Interviewteilnehmende rekrutieren, Interviews mit Nutzenden vorbereiten, Interviews mit Nutzenden durchführen, Empathy Maps, Probleme der Nutzenden identifizieren, Personas verstehen, Zusammenfassung: Empathie mit Nutzenden aufbauen und Probleme definieren
Willkommen zu Woche 3, User Storys entwickeln, Grenzfälle berücksichtigen, Ayan – Praxisbeispiel für Grenzfälle, Eine User Journey Map erstellen, Barrierefreiheit beim Aufbau von Empathie berücksichtigen, Den Curb-Cut-Effekt verstehen, Zusammenfassung: User Storys und User Journey Maps erstellen
Willkommen bei Woche 4, Problembeschreibungen erstellen, Hypothesenbeschreibungen definieren, Nutzenversprechen festlegen, Menschliche Faktoren verstehen, Psychologische Prinzipien untersuchen, die das Design beeinflussen, Zusammenfassung: Probleme von Nutzenden definieren
Willkommen zu Woche 5, Den Prozess der Designentwicklung verstehen, Entwickeln Sie viele Ideen, Erkennen Sie geschäftliche Anforderungen während der Ideenentwicklung für Designs, Die Konkurrenz beobachten, Grenzen von Wettbewerbsaudits, Schritte zur Durchführung eines Wettbewerbsaudits, Nutzen Sie Erkenntnisse aus Wettbewerbsaudits zur Ideenentwicklung, Vanessa – Mein Weg zum UX-Design, Nutzen Sie „How Might We“ zur Ideenentwicklung, Nutzen Sie „Crazy Eights“, um Ideen zu entwickeln, Behalten Sie die User Journeys bei der Ideenentwicklung im Hinterkopf, Zusammenfassung: Ideenentwicklung für Designlösungen, Herzlichen Glückwunsch zum Abschluss von Kurs 2: Empathie aufbauen, Fokus definieren, Ideen entwickeln
Course: Introduction to Python Scripting for DevOps
Modules:
Getting and using Python, Sending Output to the Console, Getting Input From the Keyboard, Console Input and Output Programming Solution
Working with Primitive Data Types, Working with String Data Types, Converting Between Data Types Video, Variable Scope, Data Types Programming Solution Part I, Data Types Programming Solution Part II
Boolean Expressions, If Statements, The Else Clause, Decison Branching Programming Solution
For Loops, While Loops, Break and Continue Statements, Iteration Programming Solution Part I, Iteration Programming Solution Part II
Course: Real Estate Development: Building Value in Your Community
Modules:
What to Expect, Program History, Real Estate: Defining Concepts, Real Estate: The Development Team, Defining Development Stages, Flow of Development Phases, The Price of Time
Understanding the Needs of Your Target Market, Real Estate Development and Community, Project Goals & Impact, Community Benefits of Real Estate, Identifying and Understanding Risk, Neighborhood-Scale Evaluation, Property-Scale Evaluation
Due Diligence: Site Conditions, Due Diligence: Market Research, Comparative Sales and Rental Data, Design and Construction Budget, Building the Capital Stack
Financial Benefits of Real Estate, Calculating the Net Operating Income, Before You Talk to a Lender, Using Leverage in Your Deal (Part 1), Using Leverage in Your Deal (Part 2), Understanding Financial Returns
Introduction to the Pro Forma, Case Study: Pro Forma Walkthrough, Sensitivity Analysis, Course Wrap-Up
Course: Structural Racism: Causes of Health Inequities in the U.S.
Modules:
Welcome to the Course!, Introduction to Systems, Health Equity, and Inequities, Systemic Racism and Health, Health Equity and Inequities: COVID-19 Case, The Affordable Care Act (ACA):  Historical and Contemporary Stakes, Race, Politics and Health: Interview with Holly Jarman
Who invented race, racism, & white supremacy?, How was race, racism, & white supremacy first codified into law in the US?, What is Settler Colonialism & How Does it Impact Health?, Racialization & Marginalization of Immigrants in the U.S., 20th Century Policies as Affirmative Action for Whites, History & Health Inequities: Interview with Jannah Bierens
Law Enforcement Making Its Way Into Your Body, Law Enforcement Violence is Patterned by Race, Law Enforcement and Community Response: Interview with Maria Thomas, Race, Drugs and Law Enforcement Violence: Part 1, Race, Drugs, and Law Enforcement Violence: Part 2
Course: Building Interactive Web Pages Using Modern JavaScript
Modules:
Context Setting, Identify the different datatypes available in JavaScript​, Watch and Repeat : Hello World Alert, Create dynamically typed variables, Watch and Repeat : JavaScript Datatypes, Use conditionals in JavaScript, Use the loop constructs to perform repetitive tasks​, Watch and Repeat : Conditional Statements, Modularize the code by creating functions​, Watch and Repeat : Functions, Practice Brief, Practice Debrief, Learning Consolidation
Context Setting, Filter, transform and aggregate data using Array functions ​, Watch and Repeat : Create and Access Array Elements, Watch and Repeat : Perform Array Operations, Watch and Repeat : Using Array Functions, Watch and Repeat : Chaining Array Functions, Watch and Repeat : Create Object Using Initializer and Constructor, Model data using Arrays and Objects​, Watch and Repeat : Operations on Complex Data Structures, Practice Brief, Practice Debrief, Learning Consolidation
Context Setting, Select DOM elements, Watch and Repeat : Understanding Document Object Model, Manipulate DOM to add dynamic effects, Watch and Repeat : Perform DOM Manipulation to Retrieve and Remove DOM Elements, Watch and Repeat : Perform DOM Manipulation to Modify Styles and Add New Elements, Create EventHandlers, Watch and Repeat : Handling Events 1, Register and Unregister EventListeners, Watch and Repeat : Handling Events 2, Practice Brief, Practice Debrief, Challenge Brief, Challenge Debrief, Learning Consolidation
Context Setting, Perform client-side validations​, Communicate errors for invalid inputs​, Watch and Repeat : Product Feedback Form, Watch and Repeat : Product Feedback Form Toggle Display, Practice Brief, Practice Debrief, Learning Consolidation
Context Setting, Make HTTP calls​, Watch and Repeat : Understanding HTTP and HTTP Methods, Handle HTTP responses, Watch and Repeat : Making HTTP Calls with XHR, Practice Brief, Practice Debrief, Learning Consolidation
Context Setting, Use callbacks for asynchronous programming​, Watch and Repeat : Change Background Color Using Callbacks Every 3 Seconds, Use promises for asynchronous programming, Watch and Repeat : Fetch Currency Exchange Rates Using Promise, Watch and Repeat : Fetch Task Board Data Using Callback, Practice Brief, Practice Debrief, Challenge Brief, Challenge Debrief, Learning Consolidation
Context Setting, Create server-side scripts for Node.js, Watch and Repeat : Create Node.js application, Write bundling logic for minification, Watch and Repeat : Minification, Watch and Repeat : Bundling using Webpack, Practice Brief, Practice Debrief, Learning Consolidation
Context Setting, Apply Behavior Driven Development (BDD) approach, Develop test cases using Jasmine framework for testing, Watch and Repeat : Get started with Jasmine, Watch and Repeat : Test Basic Calculator Operations, Watch and Repeat : Test Feedback Submission, Practice Brief, Practice Debrief, Learning Consolidation
Course: Integral Calculus and Numerical Analysis for Data Science
Modules:
Integrals and Area under the Curve, Fundamental Theorem of Calculus and Computing Simple Integrals, Computing Area bounded by Lines and Curves, Indefinite Integrals, Integration by Parts
Root-finding using Bisection Method, Root-finding using Newton's Method
Diagonalization Introduction, Diagonalization, Diagonalization Example 3x3, Symmetric Matrix, Diagonalization of Symmetric Matrix 3x3, Singular Value Decomposition Overview, Singular Value Decomposition Example
Partial Derivatives Introduction, Partial Derivatives examples, Part I, Partial Derivatives examples, Part II, Directional Derivatives with example, Gradient Vectors & Steepest Descent
Course: Linguistic Diversity, What for?
Modules:
Course Presentation
Video Presentation, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson
Video Presentation, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson
Video Presentation, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson
Video Presentation, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson
Video Presentation, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson, Video lesson
Course: Responsible AI for Developers: Fairness & Bias - Українська
Modules:
Вступ
Штучний інтелект і відповідальність, Принципи Google щодо ШІ, Принципи відповідального використання ШІ, Приклад використання: Google Авіаквитки
Огляд об’єктивності й упередженості, Виявлення упередженості — інструмент TFDV, Виявлення упередженості — інструмент What-if, Виявлення упередженості — інструмент TFMA, Протидія упередженості — втручання в дані, Протидія упередженості — калібрування порогу, Протидія упередженості — корекція моделі, Практична робота "Протидія упередженості за допомогою MinDiff у TensorFlow", Coursera: початок роботи з Google Cloud Platform і Qwiklabs
Підсумок курсу
Модуль 0. Вступ, Модуль 1. Знайомство з відповідальним використанням штучного інтелекту, Модуль 2. Об’єктивність і упередженість у роботі ШІ, Модуль 3. Підсумок курсу