dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Management and financial accounting: Know your numbers 1
Modules:
Course welcome & introduction, Week 1 Outline, Building blocks: Accounting theory, Building blocks: Finance theory, Financial risk and where it comes from
Week 2 outline, Financial ratios: From boring to brilliant, Accounting data and its application: A manager's guide, Value: From accounting profit to equity cash flow, Analysis for success: Choosing the right information
Week 3 outline, Performance numbers: Aligning employee and organisational objectives, The numbers have it: Internal information to drive better decisions, The strategic management accountant: Myth or reality?
Week 4 outline, Building blocks: Financial analysis and forecasting, Forecasting: Predicting a profit and loss statement, Building it up: Using budgets to influence financial performance
Week 5 outline, Trend analysis: Linking to strategy, Calibrating a model to adjust for the firm and its operating environment
Week 6 outline, The interaction between management, the board, and stakeholders, Enron: The smartest guys in the room...or not, Approaches to aligning organisational objectives
Course: Reasoning Across the Disciplines
Modules:
Rationale for the Course, Introduction to Reasoning Across the Disciplines
The World at the Atomic Level, How Energy Powers our Universe
Turning the World Upside Down, Understanding Columbus’s Impressions of the Tainos, Understanding the Tainos’ Impressions of Columbus
Understanding How Others Think, Thinking and Feeling, Mind Perception and Moral Judgment
Considering Free Will, Understanding the Civil Law of Battery, Liberty versus Property
Context through Reading, Close Reading, The Art of Interpretation
How Language Shapes Attitudes, Dogs & Fighting, Horses & Racing, and Race, Understanding Relationships through Interdisciplinarity
Final Thoughts and Course Wrap-up
Course: Beyond the Basics: Expand Your Copilot for Sales Expertise
Modules:
Prompt Engineering With Copilot for Sales, Refining Common Prompting Issues With Copilot, Sales Forecasting With Copilot, Pipeline Management With Copilot
Copilot and Outlook: A Powerful Duo, Copilot and Teams: Streamlining Collaboration, Copilot and Viva Sales: A Unified Sales Experience, Copilot and Your Marketing Automation Platform, Building Custom Integrations With Copilot
The Evolution of Copilot for Sales, AI-Powered Sales: What's Next?, Ensuring Fairness and Bias Mitigation in AI, Protecting Customer Data and Privacy With AI, Building Trust and Transparency in AI-Powered Sales, Hands-On Activity: Tailor-Made Presentations
Course: Alteryx for Beginners
Modules:
Introduction to Alteryx, Downloading and Installing Alteryx, User Interface of Alteryx
Introduction to Import and Export, Naming Conventions, Import Excel File, Configuration and Results, Importing CSV File, Save and Open Workflow, Combine Bulk CSV Files, Import CSV from Nested Folders, Export Files to Excel, Export Files to CSV, Browse Tool, Importing Text File, Text Input Tool, Directory Tool, Date Time Now Tool, Split One Excel Workbook into 100 CSV Files, Split One Excel File into Multiple Excel Files
Introduction to Basic Data Preparation Tools, Sorting Tool, Removing Duplicates, Select Tool, Auto Field, Record ID Tool
Introduction to the section, Data Cleansing Tool - Part 1, Data Cleansing Tool - Part 2, Select Records, Samples Tool, Create Samples, Random percent Sample, Imputation [Find and Replace], Generate Rows, Tile Tool
Introduction to Filters and Functions, Single Filter, Multiple Filters, Text Functions - 1, Text Functions - 2, Date Functions - 1, Date Functions - 2, Conditional Functions, Number Functions, Multi-Field Binning, Multi Row Formula, Multi-Field Formula
Introduction to Joins, Union [BY NAMES], Joins [3 Types], Joins [Derived VLOOKUP], Multiple Joins [Different Sheets], Append Fields - Ex 1, Append Fields - Ex 2, Find and Replace, Fuzzy Match
Introduction to Parse Tab, DateTime Tool, Text to Columns - Ex 1, Text to Columns - Ex 2, Regular Expression - Ex 1, Regular Expression - Ex 2
Introduction to Transform Tab, Count Records, Summarize Tool, Running Total, Transpose, Cross Tab, Weighted Average, Arrange Tool
Introduction to Reporting Tab, Creating a Basic Table, Table Configuration, Conditional Formatting in Table, Default Table Settings, Creating a Pie Chart, Creating a Bar Chart, Side by Side Bar Chart, Report Text, Chart Formatting - Part 1, Chart Formatting - Part 2, Donut Chart, Horizontal Layout, Vertical Layout, Report Headers, Report Footers, Render - Part 1, Render - Part 2
Documentation Tab, Tool Container, Comment Box, Explorer Box
Introduction to Spatial, Spatial Objects Introduction, Create Points, Poly Build Tool, Create Points [Map of India], Creating Points [My Coordinates], Trade Area, Distance, Find Nearest
Introduction to Help, Search Help, Free Webinars, Weekly Challenge, Certification
Introduction to Case Studies, Case Study 1 - Combine 48 CSV Files into One Excel File, Case Study 2 - Split Combined Data into Multiple PDF Files, Case Study 3 - Splitting Combined Data into Multiple PNG PPT Files, Case Study 4 - Split Combined Data into Multiple Excel Files, Case Study 5 - Combine Multiple Excel Files into One
Course: VMware NSX를 활용한 네트워킹 및 보안 아키텍처
Modules:
VMware NSX 데이터센터를 활용한 네트워킹 및 보안 아키텍처, VMware의 진화: 하이퍼바이저, 네트워크 가상화, NSX, 오늘날의 VMware: 가상 클라우드 네트워크
NSX 아키텍처 구성 요소
VMware NSX를 이용한 보안 솔루션, NSX: 비즈니스 속도를 고려한 보안, VMware NSX를 이용한 초세분화 솔루션, VMware NSX를 이용하여 안전한 최종 사용자 컴퓨팅 솔루션 확보, VMware NSX를 이용한 DMZ Anywhere 솔루션, NSX 보안 생태계 소개, 네트워크 검사, 게스트 검사, VMware AppDefense(2부 중 제1부), VMware AppDefense(2부 중 제2부)
앱 연속성 솔루션, 교차 vCenter NSX 사용 사례, 핵심 개념, 아키텍처, 멀티사이트 네트워킹 및 보안, VMware NSX를 이용한 멀티사이트 솔루션 데모, 멀티사이트 설계 기본 사항
NSX 및 사이트 복구 관리자(SRM)을 사용한 재해 복구 소개, 재해 복구 성공, 계획된 마이그레이션, 유지 보수 및 테스트, NSX 및 SRM을 사용한 재해 복구 데모, Amazon Web Services(AWS)에서의 VMware 클라우드, AWS에서의 VMware 클라우드 데모
운영(소개), 프로세스 진화: vRealize 자동화 및 NSX(5부 중 제1부), 프로세스 진화: vRealize 자동화 및 NSX(5부 중 제2부), 프로세스 진화: vRealize 자동화 및 NSX(5부 중 제3부), 프로세스 진화: vRealize 자동화 및 NSX(5부 중 제4부), 프로세스 진화: vRealize 자동화 및 NSX(5부 중 제5부)
툴링 진화: vRealize 네트워크 인사이트(3부 중 제1부), 툴링 진화: vRealize 네트워크 인사이트(3부 중 제2부), 툴링 진화: vRealize 네트워크 인사이트(3부 중 제3부), 프로세스 진화: VMware 통합 OpenStack 및 NSX(5부 중 제1부), 프로세스 진화: VMware 통합 OpenStack 및 NSX(5부 중 제2부), 프로세스 진화: VMware 통합 OpenStack 및 NSX(5부 중 제3부), 프로세스 진화: VMware 통합 OpenStack 및 NSX(5부 중 제4부), 프로세스 진화: VMware 통합 OpenStack 및 NSX(5부 중 제5부), 인력 진화: 운영 변환(4부 중 제1부), 인력 진화: 운영 변환(4부 중 제2부), 인력 진화: 운영 변환(4부 중 제3부), 인력 진화: 운영 변환(4부 중 제4부)
VeloCloud의 NSX SD-WAN, Cisco Underlay에 대한 NSX
Course: Emotional Intelligence: Cultivating Immensely Human Interactions
Modules:
Using Social Emotional Intelligence to foster  Immensely Human Interactions (IHIs)/Intro to faculty, The Science & Practice Behind SEI, A Practical Model of  Social Emotional Intelligence, The Paradox of Acting “Professional”, Exercise #1: How well can you tune-in and tune-out..., Introducing Assessment #1, Self-Assessment Debrief, Using Social Emotional Intelligence to foster  Immensely Human Interactions (IHIs), Insights from an Executive Guest Speaker: Sam Barnes, Introducing Core Stories, Happy Hour #1, Organizing your course reflections and insights you cannot afford to forget
Emotional Complexity & Wisdom, Resiliency through Social Emotional Intelligence, Self-Management Through Meditation, Meditation Exercise, Happy Hour #2, Organizing your course reflections and insights you cannot afford to forget
Accurately Reading Others, Social Awareness, Emotional Aperture, Insights from Executive Guest Speaker: Gerald Johnson, Field Activity, Happy Hour #3, Organizing your course reflections and insights you cannot afford to forget
Putting it all together to create extraordinary connections, Building Trust, Personal Change is Difficult, Insights from Executive Guest Speaker: Emmanuel David, Giving Feedback, Insights from an Executive Guest Speaker: David Parent, Legacy, Revisit Self-Assessment, Happy Hour #4, Conclusion, Organizing your course reflections and insights you cannot afford to forget
Course: 工程圖學 3D CAD
Modules:
CAD/BIM專項課程歡迎你！, 101 認識本課程, 103 如何通過本課程, 108 SketchUp 單位設定
201 畫方塊 - SketchUp 畫線工具, 202 畫階梯 - SketchUp 等分、鎖點與輔助鍵, 203 畫方塊 - SketchUp 矩形、推拉工具, 204 挖洞 - SketchUp 捲尺、輔助線與推拉應用
301 房子型體 - SketchUp 移動工具, 302 屋頂與屋脊 - SketchUp 畫弧工具, 303 老虎窗與煙囪 - SketchUp 線與平面交集功能
401 畫圓球 - SketchUp 畫圓工具與路徑跟隨, 402 畫球皮 - SketchUp 旋轉複製功能, 403 畫球皮 - SketchUp 交集表面與顏料桶
501 SketchUp 比例工具, 502 窗簾褶皺 - SketchUp 畫弧與平移複製技巧, 503 佈置窗簾 - SketchUp 比例、鏡射、柔化平滑邊緣
601 SketchUp Pro 相減技巧示範一, 602 SketchUp Pro 相減技巧示範二
回顧 Part 1, 回顧 Part 2, 下一個旅程
Course: Principles of fMRI 1
Modules:
Module 1: Introduction and Ground Rules, Module 2: Goals of fMRI Analysis, Module 3: fMRI Data Structure, Module 4.1: Psychological Inference Part 1, Module 4.2: Psychological Inference Part 2, Module 5: Basic Understanding of MR Physics, Module 6: Forming an Image, Module 7: K Space
Module 8: Signal, Noise, and Bold Physiology, Module 9: fMRI Artifacts and Types of Noise, Module 10.1: Spatial and Temporal Resolution of Bold Part 1, Module 10.2: Spatial and Temporal Resolution of Bold Part 2, Module 11: Experimental Design, Module 12.1: Kinds of Designs Part 1, Module 12.2: Kinds of Designs Part 2, Module 13: Pre-Processing of fMRI Data, Module 14: Pre-Processing (continued)
Module 15: General Linear Model, Module 16: Applying GLM to fMRI Data, Module 17: Details of Building GLM Models, Module 18: Linear Basis Sets, Module 19: Filtering & Nuisance Covariates, Module 20: GLM Estimation, Module 21: Noise Models - AR Models, Module 22: Inference - Contrasts and T-tests
Module 23: Group-level Analysis I, Module 24: Group-level Analysis II, Module 25: Group-level Analysis III, Module 26: Multiple Comparison Problem in fMRI, Module 27: FWER Correction, Module 28: FDR Correction, Module 29: Pitfalls and Multiple Comparisons
Course: 当代应用心理学
Modules:
课程实施方式, 各章节心理学简介, 课程评量, 心理学发展背景, 现代心理科学的特征与科学方法, 心理学的主要应用课题, 其他注意事项
人因工程的定义, 研究方法与取向, 人因工程的测量, 人因工程的应用, 原理与设计, 人与环境的影响因素, 人与人的关系, 人与安全的关系, 人因工程心理学访谈-汽车设计的人因心理
消费心理学基本概念, 消费者的决策因素, 消费心理学的应用, 消费心理学访谈1-年轻族群购物的消费心理, 消费心理学访谈2-网络营销的消费心理, 日常生活的消费心理-实体营销1, 日常生活的消费心理-实体营销2, 购买决策行为
企业组织心理, 企业员工心理, 现代组织特性, 组织中领导的人际影响, 组织领导的决策过程, 组织领导心理的发展特点, 领导者的思维特征, 青年如何领导组织发展-族群组织发展的访谈(1), 青年族群如何规划活动发展-活动发展访谈(2)
人格的概念与定义, 人格的科学研究方法, 人格动力与人格结构理论, 人格特质理论取向与性格, 人格的学习论与人格的发展, 能力与智力的本质, 性别与人格, 人格与健康
犯罪心理学定义, 犯罪心理学研究的对象, 初犯心理以及再犯心理, 偏差行为的形成与发展, 监所犯罪收容人之辅导-访谈(上), 监所犯罪收容人之辅导-访谈(下)
身心健康与适应心理原理简介, 阐述正向心理学内有关健康心理学的观念1, 阐述正向心理学内有关健康心理学的观念2, 如何评估健康心理学所产生的现象, 健康问题所产生的警讯及症状, 认识健康心理学-身心灵合一, 忧郁情绪与压力管理, 心理健康的察觉与情绪管理-访谈1, 情绪困扰与忧郁情绪的求助-访谈2
测验与测量, 测验与社会上的应用, 心理测验的信度与效度, 能力与智力测验, 人格与态度测验(一), 人格与态度测验(二), 测验的应用, 心理的生理层面测量-脑波仪访谈
职业与生涯发展的统整认知模式, 认识自我知识的相关测验之运用与解释, 产业介绍与发展趋势, 求职面试的准备与历程心理, 时间管理, 职场中的人际关系, 职场面试经验访谈, 职场心理课程访谈
Course: Survey analysis to Gain Marketing Insights
Modules:
Using Factor Analysis to Identify Underlying Constructs - Part 1, Using Factor Analysis to Identify Underlying Constructs - Part 2
Using Factor Analysis to Identify Underlying Constructs - Part 3, Using Factor Analysis to Identify Underlying Constructs - Part 4, Using Factor Analysis to Identify Underlying Constructs - Part 5
Customer Segmentation - Part 1, Customer Segmentation - Part 2, Customer Segmentation - Part 3
Building Perceptual Maps - Part 1, Building Perceptual Maps - Part 2
Course: Preparing for the SAS Programming Certification Exam
Modules:
Welcome to the Course, About the Certification Exams
Program Structure and Syntax, Required SAS Column Attributes, Finding and Resolving Syntax Errors, Overview, Directly Accessing Structured Data, Importing Unstructured Data, Viewing Table Properties with PROC CONTENTS, Overview, Using SAS Procedures to Explore and Validate Data
Overview, Using the DATA Step to Prepare Data, Using PROC SQL to Join Tables, Using PROC FREQ, Using PROC MEANS, Overview, Using PROC EXPORT, Using the Output Delivery System
Understanding DATA Step Processing, Directing DATA Step Output, Summarizing Data, Using Numeric, Character, and Date Functions, Using the INTNX and INTCK Functions, Creating and Using Custom Formats
Concatenating Tables, Merging Tables, Using Iterative and Conditional DO Loops, Using Nested DO Loops, Using the DATA Step to Restructure Tables, Using PROC TRANSPOSE to Restructure Tables
Course: Resilient Teaching Through Times of Crisis and Change
Modules:
Welcome to the Course, Introducing the Gamut Workbook Tool, A Community Oriented MOOC, A Look in Our Rearview Mirror, The Impact of the COVID-19 Crisis on Teaching, In Conversation with Josh Kim and Eddie Maloney, Further Conversation with Josh Kim and Eddie Maloney, A Look Towards the Horizon Line, Designing for Resilience
A Systems View of Learning Design, Looking at Courses as Systems, [Optional] Using the Illustration of a Slinky, Designing for Interactions, Three Principles of Resilient Design for Learning, Designing for Extensibility, Designing for Flexibility, Designing for Redundancy
Introducing our Worked Example: Video Games for Learning, Worked Example: Designing for Interactions, Worked Example: Designing for Extensibility, Worked Example: Designing for Flexibility, Worked Example: Designing for Redundancy, Worked Example: Putting it All Together
Case Study Video Interview: Principles of Microeconomics, Case Study Video Interview: Introduction to Electronic Circuits, Case Study Video Interview: Biomechanics of Human Movement, Course Wrap-up
Course: 《新教伦理与资本主义精神》导读
Modules:
欢迎, 引言, 何为反思？, 为何反思？, 如何反思？
如何了解学者？, 韦伯的精神特征, 韦伯其人（上）, 韦伯其人（下）, 韦伯的时代（上）, 韦伯的时代（下）
信仰与社会分层, 出世与俗世：一种定式化的解释, 何谓“苦行”？, 资本主义“精神”, 路德的职业观
世界宗教状况, 什么是基督宗教？, 基督宗教的历史脉络, 基督宗教对西方文明的塑造
宗教与理性, 苦行与新教教派, 入世苦行和资本主义精神
韦伯问题, 《儒教与道教》, 儒家伦理与东亚文明, 总结与启示
Course: 지속 가능한 금융의 원칙
Modules:
트레일러: 지속 가능성을 향한 여정에 오신 것을 환영합니다, 금융 분야의 지속 가능성을 향한 여정, 록스트롬(Rockstrom)의 지구 위험 한계선과 사회적 기반, UN 지속가능발전목표, 생활 임금: 지속 가능한 금융의 예시, 금융의 역할, 지속 가능한 금융의 3단계
사회적 및 환경적 요인은 외부 효과로 간주함, 회의적인 관리자의 관점, 정부 규제 및 세금 부과, 기업의 진정한 가격 책정, 통합적 가치를 지향하는 사고방식, 지속 가능한 시나리오 분석
기업의 윤리적 책임, 주주와 이해관계자의 차이, 기업 거버넌스, 파트너십, 지속 가능성 지수
지속 가능성과 전략의 관계, 중요성: 가장 중요한 문제는 무엇일까요?, 통합보고 및 사고방식, 기업의 장기적인 가치 창출
효율적 시장 가설과 적응적 시장 가설 비교, 지속 가능한 투자에 대한 학문적 증거, 복잡한 투자 사슬, 장기적인 투자의 조건, 가치 동인 조정 사례, 크래프트하인즈와 유니레버 사례
지속 가능한 금융의 걸림돌, 지속 가능한 금융의 기회, 회사채, 지속 가능한 대출, 지속 가능한 기업 대출, 지속 가능한 금융 사례
기상 관련 재해의 추세, 재해 모델, 기후 부하 테스트, 기후 변화에 대처하는 완화 및 대응 조치, 적도 인근 국가의 위험
변화 지향하기, 금융 시스템에 대한 과거와 현재의 비전, 금융은 유용할 수 있습니다. 우리의 지향점
하나의 힘: 희망찬 이야기
Course: Training and Learning Online
Modules:
Welcome to the course, How to learn effectively online, Learning from different media, Reading and note taking, Tailoring your reading strategy, Managing your study time, Reflective learning, Writing a reflective log, Write a reflection on your learning this week, Summary
Welcome to Week 2, How online communication helps your learning, Different ways to communicate online, Being respectful when communicating online, How to have productive online discussions, Debating issues and dealing with disagreement, Working with others online, Tools for working with others online, How to give constructive feedback, Summary, Future steps
Welcome to Week 3, Investigating a topic, The limitations of popular search engines, How to improve your search results, What is critical thinking?, How do you think critically?, Evaluating sources, Summary
Course: Effective Sales – An Overview
Modules:
Video 1 - Welcome video, Video 2 - Presenting Logan Padawan - The new sales manager, Video 3 - Xavier and Logan in: Integrating Strategies - Company, Sales & Marketing, Video 4 - The integration of strategy, marketing, and sales, Video 5 - Integrating Strategies: Company, Sales & Marketing, Video 6 - The Strategizer: our hub for sales strategy - Episode 1, Video 1 - Xavier and Logan in: Selling is art or science, Video 2 - More science than art: Sales in focus, Video 1 - Xavier and Logan in: Stop fighting with marketing, Video 2 - Marketing and Sales walk together, Video 3 - The Strategizer: our hub for sales strategy - Episode 2, Video 1 - Xavier and Logan in: The sales strategy cycle, Video 2 - The sales cycles - Part 1, Video 3 - The sales cycles - Part 2, Video 1 - Xavier and Logan in: Effective sales planning, Video 2 - Wrap Up - What Have We Learned?, Video 3 - Leia’s message to Learners - The journey to become a Sales Master Jedi
Video 1 - Welcome to sales planning and corporate strategy alignment, Video 2 - Xavier and Logan in: Developing the sales plan in alignment to corporate strategy, Video 3 - Sales planning in alignment to corporate strategy, Video 4 - The Strategizer: our hub for sales strategy - Episode 3, Video 1 - Xavier and Logan in: Balancing customers' and the company's interests, Video 2 - The convergence of company's and customers' interests, Video 3 - The Strategizer: our hub for sales strategy - Episode 4, Video 1 - Xavier and Logan in: Streamlining sales and manufacturing operations, Video 2 - Streamlining sales and industrial/services operations, Video 3 - The Strategizer: our hub for sales strategy - Episode 5, Video 1 - Xavier and Logan in: Sales planning based on financials, Video 2 - Sales planning and financials - Part 1, Video 3 - Sales planning and financials - Part 2, Video 4 - The Strategizer: our hub for sales strategy - Episode 6, Video 1 - Xavier and Logan in: Defining goals and targets, Video 2 - Fine-tuning goals and targets in sales planning, Video 3 - The Strategizer: our hub for sales strategy - Episode 7, Video 1 - Xavier and Logan in: Sales performance management, Video 2 - Incentives, compensation, and performance management, Video 3 - The Strategizer: our hub for sales strategy - Episode 8, Video 1 - Xavier and Logan in: Sales leadership, Video 2 - Leading salesforce development, Video 3 - The Strategizer: our hub for sales strategy - Episode 9, Video 4 - Strategic sales management - Wrap up session
Video 1 - Xavier and Logan in: Customer centric selling, Video 2 - Customer centric selling model explained, Video 3 - Why Customer Centric Selling, Video 1 - How the relationship between companies has changed and why it matters, Video 2 - A new model for a new environment, Video 1 - Xavier and Logan in: Long-term customers relationship, Video 2 - Long-term customers relationship, Video 1 - Why selling once won’t cut it anymore, Video 2 - Customer-centric selling - Wrap-up session
Video 1 - Conceptual review, Video 2 - Assignment developing process
Course: Responsible AI for Developers: Interpretability & Transparency - 한국어
Modules:
과정 소개
해석 가능성 및 투명성 개요, 해석 가능성 기법 개요, 특성 기반 설명: 모델 불문, 특성 기반 설명: 모델별, 개념 기반 및 예시 기반 설명, 해석 가능성을 위한 도구, 데이터 및 모델 투명성, 실습: Vertex Explainable AI, Coursera: Google Cloud 및 Qwiklabs 시작하기
과정 요약
모듈 0: 과정 소개, 모듈 1: AI 해석 가능성 및 투명성, 모듈 2: 과정 요약
Course: Introduction to Systems Biology
Modules:
Overview of Systems Level Reasoning & Molecules to Pathways, Systems Level Reasoning I, Systems Level Reasoning II, Molecules to Pathways - cAMP and G Protein Pathways I, Molecules to Pathways - cAMP and G Protein Pathways II
Pathways to Networks - MAP-kinase Pathways/Network I, Pathways to Networks - MAP-kinase Pathways/Network II, Mechanical Forces in Cell Biology, Electrical Activity in Cell Biology
Mathematical Representations of Cell Biological Systems I, Mathematical Representations of Cell Biological Systems II, Simulations of Cell Biological Systems I, Simulations of Cell Biological Systems II
Experimental Technologies, Analyzing Large Data Sets, Network Building/Analysis and Data Organization, Building Networks
Midterm Exam
Analysis of Networks I, Analysis of Networks II, From Topology to Function: Directed Sign Specified Graphs I, From Topology to Function: Directed Sign Specified Graphs II
Strengths and Limitations of Different Types of Models I, Strengths and Limitations of Different Types of Models II, Identifying Emergent Properties: Bistability I, Identifying Emergent Properties: Bistability II
Ultrasensitivity, Robustness and Scaffolds, Case Studies I, Case Studies II
Case Studies III, Case Studies IV, Systems Biomedicine, Systems Pharmacology and Therapeutics, Perspective
Final Exam
Course: Living with Dementia: Impact on Individuals, Caregivers, Communities and Societies
Modules:
Living with Dementia: Course Introduction, Module 1 Introduction, Alzheimer’s Disease A Brief History, Dementia-The Challenge of Diagnosis, New Approaches to the Diagnosis of Alzheimer's Disease, Global Impact of Dementia
Module 2 Introduction, Personhood, Potential Interventions Across the Disease Trajectory, Identifying and Treating Behavioral Symptoms in Dementia, Support the Person with Dementia: The Role of Meaningful Activities, Palliative Care to Manage End Stage Dementia: A Patient-centered approach, Medication Use in Dementia Care
Module 3 Introduction, Living with Dementia as a Family Caregiver, Psychosocial Processes in Families Managing Dementia: The Stress response, Using the Physical Environment to Support Quality of Life: Psychosocial environmental processese, Home Safety - Part 1, Home Safety - Part 2, Summary and Future Challenges: The Role of Technology
Module 4 Introduction, Assessing the Role of the Home and Community Environment in Supporting Families Living with Dementia, Dementia Friendly Communities, Using an Interprofessional Approach to Dementia Care
Module 5 Introduction, Overview of National Plans and Policies, Action Plan Assignment, New Ways for Better Days
Course: Building the Business Model for Corporate Entrepreneurs
Modules:
Preview of the Course, Welcome to Week One, What is a startup?, Customer, market, and value propostion, Product-market fit: The heart of the business model, Walk-through of the Business Model Canvas - Part 1, Walk-through of the Business Model Canvas - Part 2, How do you develop a business model?
Welcome to Week Two, Why talk to customers? What do they know?, How to get insights from customers, Building a pipeline of customer interviews, What to do before the interview, What to do after the interview, Cold calling 101
Welcome to Week Three, Why have customer segments at all?, Customer segments, value propositions, and product features, Customer types, Customer segments and business models, Customer archetypes, Minimum viable product (MVP), Market size and sizing, Physical and virtual goods, Market types, B2C and B2B markets, Crossing the chasm
Welcome to Week Four, The funnel of customer engagement, What is a channel?, Product-channel fit, Cost structure, The rest of the business model canvas, Key activities, Key partnerships, Key resources, Final Thoughts
Course: Fundamentals of Data Analytics in the Public Sector with R
Modules:
Welcome from the University of Michigan!, What is the Public Sector & What are Public Goods/Services?, Data Science and Data Analytics: An Introduction, What Does Public Administration & Public Policy Mean?, Introduction to RStudio
General Organization of Government Bureaucracies, Examples of Government Bureaucracies, Core Functions of Public Administration: Planning, Organizing, Staffing, & Directing, Core Functions of Public Administration: Coordinating, Reporting, & Budgeting, Applications of Data Analytics to Public Administration Functions, Getting Started with R: The Basics, Getting started with R: The Basics of Vectorized Language, Getting started with R: Attributes of Data, Exploring R Dataframes: Columns as Variables, Using Vectors to Select and Analyze Data, Exploring R Dataframes: Dealing with Missing Values Through Boolean Masking, Exploring R Dataframes: Creating Statistics from Cleaned Dataframe, One More Thing for This Week!
Survey Data Analytics: Importance, Types and Examples of Survey Data Analytics in the Public Sector, What Analysts Need to Know About Survey Designs & Types, What Analysts Need to Know About Survey Deployment, What Analysts Need to Know in Understanding Survey Data | Part 1, What Analysts Need to Know in Understanding Survey Data | Part 2, Example: Reading a Codebook, Example: Dashboards, Example of a Codebook: The Behavioral Risk Factor Surveillance System, Data Manipulation with dplyr: Tidyverse & Exploring the Data, Data Manipulation with dplyr: Pipe Operator & Adding Variables, Data Manipulation with dplyr: Formulas in R, Data Analysis: Grouping by Variable, Data Analysis: Grouping by Multiple Variables, One More Thing for This Week!
Importance of Population Data Analytics & the Three Main Demographic Processes, Population Data Analytics: Key Population Data Sources, Population Data Analytics: The Answer to a Basic Population Question, Creating Custom Analytics, Applying Custom Analytics to Groups, Writing Functions, Alternative Analytics for TDR
Day-to-Day Role of Public Health Data: Interview with Joneigh Khaldun, Interview with Javed Ali (Part 1): National Security & Government Bureaucracy, Interview with Javed Ali (Part 2): The Role of Data in National Security as a Public Good, One More Thing for This Week: Congratulations!
Course: Fazer perguntas para tomar decisões com base em dados
Modules:
Introdução à resolução de problemas e questionamento eficaz, Dados em ação, Nikki: O processo de dados funciona, Tipos de problemas comuns, Problemas no mundo real, Anmol: Da hipótese ao resultado, Perguntas SMART, Evan: Dados abrem portas
Dados e decisões, Como os dados induzem as decisões, Dados qualitativos e quantitativos, A grande revelação: compartilhando suas descobertas, Dados em comparação às métricas, Lógica matemática
A incrível planilha, Começar a trabalhar com planilhas, Passo a passo em planilhas, Fórmulas para o sucesso, Erros e correções na planilha, Funções 101, Antes de resolver um problema, procure entendê-lo, Escopo de trabalho e pensamento estruturado, Permanecer objetivo
Comunicação com a equipe, Como equilibrar as necessidades e as expectativas em toda a equipe, Concentre-se no que é importante, Uma comunicação clara é essencial, Dicas para uma comunicação eficaz, Como equilibrar as expectativas e as metas do projeto, Sarah: como se comunicar com as partes interessadas, O dilema dos dados: velocidade versus acurácia, Pense sobre o seu processo e o resultado, Práticas recomendadas para reuniões, Ximena: Entrar para uma nova equipe, Do conflito à colaboração, Nathan: Da Marinha dos Estados Unidos à Data Analytics, Conclusão do curso, Parabéns!
Course: Architecting with Google Kubernetes Engine: Workloads
Modules:
Course introduction
Introduction, Creating Deployments, Inspecting Deployments, Updating Deployments, Other Deployment strategies, Jobs and Cronjobs, Cluster scaling, Controlling Pod placement with labels and affinity rules, Controlling Pod placement with taints and tolerations, Getting software into your cluster, Coursera: Getting Started with Google Cloud Platform and Qwiklabs
Introduction, Pod networking, Kubernetes Services, Service type and load balancers, Ingress, Container-native load balancing, Network Policies
Introduction, Volumes, Ephemeral Volumes, Durable Volumes, StatefulSets, ConfigMaps, Secrets
Workloads Course summary
Course: 用Python玩转数据 Data Processing Using Python
Modules:
课程宣传片
1 Python简介, 2 第一个Python程序, 3 Python语法基础, 4 Python数据类型, 5 Python基本运算, 6 Python的函数、模块和包, 1.1补充 Python环境搭建, 1 条件, 2 range函数, 3 循环, 4 循环中的break，continue和else, 5 自定义函数, 6 递归, 7 变量作用域, 补充1：标准库函数, 补充2：异常
1 本地数据获取, 2 网络数据获取, 2.1.1拓展视频1 正则表达式简介, 2.2.1拓展视频2 动态网页数据爬取小例, 1 序列, 2 字符串, 3 列表, 4 元组, 2.2.2拓展视频1 输入输出&函数式编程入门, 2.2.2拓展视频2 可变可迭代对象修改问题解释
1 为什么需要字典, 2  字典的使用, 3  集合, 3.1.1拓展视频：字典和集合编程示例介绍, 1 扩展库SciPy, 2 ndarray, 3 变长字典Series, 4 DataFrame, 3.2.1拓展视频：NumPy常见应用选讲
1 便捷数据获取, 2 Python绘图基础, 3 数据探索与预处理之数据清洗, 4 数据预处理之数据变换, 5 数据预处理之数据规约, 1 数据探索之基本数据特征分析, 2 基于pandas的数据统计与分析, 3 聚类分析, 4 Python的理工类应用, 5 Python的人文社科类应用, 4.2.2 拓展视频 基于pandas的男女电影评分分析, 4.2.3拓展视频 基于随机森林的红酒品质分类
1 GUI与面向对象, 2 抽象, 3 继承, 1 GUI的基本框架, 2 GUI常用组件, 3 布局管理, 4 其他GUI库, 5 综合应用
Course: Removing Barriers to Change
Modules:
The Challenge of Change, Getting People to Change, The REDUCE Framework
Reactance - How Warnings Become Recommendations, Need for Freedom and Autonomy, Provide a Menu, Ask, Don't Tell, Highlight a Gap, Endowment - Staying Put Feels Costless, Surface the Cost of Inaction, Burn the Ships, Frame New Things as Old
Distance - Too Far from Their Backyard, People Tend to Disregard, Confirmation Bias, The Movable Middle, Ask for Less, Switch the Field to Find an Unsticking Point, Uncertainty - Easier to Try, More Likely to Buy, Harness Freemium, Shrink Upfront Costs, Drive Discovery, Make it Reversible
Corroborating Evidence - Some Things Need More Proof, Who Else to Involve, When to Space Corroborative Evidence Over Time, How to Best Deploy Scarce Resources When Trying to Change Minds on a Larger Scale, Course Conclusion
Course: Four Rare Machine Learning Skills All Data Scientists Need
Modules:
Course overview, Uplift modeling I: optimize for influence and persuade by the numbers, Uplift modeling II: modeling over treatment and control groups, Uplift modeling III: how it works – for banks and for Obama, Uplift modeling IV: improving churn modeling, plus other applications, Accuracy fallacy: orchestrating the media's bogus coverage of ML, More accuracy fallacies: predicting psychosis, criminality, & bestsellers, P-hacking: a treacherous pitfall, P-hacking: your predictive insights may be bogus, P-hacking: how to ensure sound discoveries, Ensemble models and the Netflix Prize, Supercharging prediction: ensembles & the generalization paradox, DEMO - Training an ensemble model (optional), Course conclusions
Course: Population Health: Alternative Payment Models
Modules:
Welcome to the course Alternative Payment Models!, How to succeed in your online class?
Introduction, Misalignment of incentives with system goals, Base payment models, Allocation of risk, Do providers respond to financial incentives?, To conclude
Introduction, The Alternative Payment Model Framework, Pay for Performance (P4P), Shared Savings, Expert Interview: Prof dr. S. Shortell on Shared Savings and Accountable Care Organizations in the US, Expert Interview: Dr. H. Hildebrandt on Shared Savings in Germany, Bundled payments, Expert Interview: Prof. dr. Wodgis on Bundled Payment in Canada, APMs and their evidence, To conclude
Introduction, The APM roadmap, The roadmap: Pre-contractual phase, The roadmap: Post-contractual phase, Expert Interview: Prof. Dr. E. Nolte, To conclude
Introduction, The concept of Behavioural Economics, Prospect theory (I) Reference dependence and loss aversion, Prospect theory (II) The human response to the risk of losing or winning, Behavioural Economics and the design of APMs, Intertemporal Choice, Nudging, To conclude, Course Conclusion
Course: z/OS System Services Structure
Modules:
Introduction, z/Architecture Overview, z System Processors, z/OS
Initialization Data Sets, I/O Config and Parmlib, The Nucleus Initialization Program, LOADXX and Parameters, Link Pack Area and Address Spaces
Introduction and Submitting Jobs, Enclaves, PR/SM and CPU Management, Address Spaces Revisited, Dynamic Linkage
Introduction & Dispatching Work, Virtual Storage Space, Program Calls & Linkage Stack, Access Registers & Establishing Addressability
I/O Basics, HCD, UCBs and Subchannels, Devices, Channel Subsystem Processing, Error Conditions, Priority Workloads, PAVs, HyperPAVs and SuperPAVs, Performance and Priority
Address Spaces Part 1, Address Spaces Part 2, 64 Bit Addressing, The DAT, Address Space Review, Storage Requests, 64 Bit Support, Subpools, Data Spaces and Hiperspaces, Paging, Flash Storage, Parallel Sysplex Part 1, Parallel Sysplex Part II, Parallel Sysplex Configurations, Coupling Facility Options, Duplexing, Coupling Facility Structures, CF Operations
Introduction, Concepts and Methods, RTM and Normal Termination, Errors, Dumps, and LOGREC, Course Wrap up
Course: Transmedia Writing
Modules:
What is Transmedia?, Creating an Idea, Write a Logline, Define the Dramatic Question
Define Your Characters, Pitch Chapter One, Write Your First Chapter
Outline Chapter Two, Write Chapter Two
Writing an Outline, Screenplay Format and Grammar, Becoming Familiar With The Software
Chapter 2 Adaptation, Screenplay Chapter 2
What Kind of Game, Create Your Narrative Game Design Document, Thank You
Course: Lithium Based Batteries
Modules:
Course 3 Introduction
Chapter 1: Introduction to Lithium Batteries, Chapter 2: Review of Equivalents, Chapter 3: Cell Potential and Applications, Chapter 4: Classification of Lithium Batteries, Chapter 5: Lithium Primary Cells - 1, Chapter 6: Lithium Primary Cells - 2, Chapter 7: Li-FeS2 Construction and Performance, Chapter 8: Li-MnO2 Configuration and Performance, Chapter 9: Battery Comparison, Chapter 10: Li-I2 Overview and Performance, Chapter 11: Summary: Lithium Primary Cells
Chapter 1: History of Li-Ion Batteries, Chapter 2: Advantages of Li-Ion Batteries, Chapter 3: Anode Materials, Chapter 4: Solving Problems, Chapter 5: Cathode Materials, Chapter 6: Li-Ion Cell Operation, Chapter 7: Electrolyte Materials, Chapter 8: Applications
Module 3 Introduction, Chapter 1: Disadvantages of Li-Ion Batteries, Chapter 2: Solution: Solid State Batteries, Chapter 3: Timeline of Ionic Conductors, Chapter 4: Development Trends and Desired Properties, Chapter 5: Solid State Batteries: Types and Challenges, Chapter 6: Solid Polymer Electrolytes, Chapter 7: Comparisons and Challenges, Chapter 8: Garnet Type Oxides, Chapter 9: Garnet Type Oxides: Continued, Chapter 10: Synthesis Process, Chapter 11: Battery Companies, Chapter 12: Technical Challenges and Applications
Course: Integrating Advanced Features and App Deployment
Modules:
Part 1 - Map View, Part 2 - Camera, Part 3 - Map Content, Part 4 - Search, Part 5 - Selection, Part 6 - Controls, Part 7 - Look Around, Part 8 - Directions, Part 9 - User Location
Part 1 - Notification Center, Part 2 - System Notifications, Part 3 - User Notifications, Part 4 - Media Attachments, Part 5 - Notifications Delegate, Part 6 - Groups, Part 7 - Summary, Part 8 - Actions, Part 9 - Key-Value Observing, Part 10 - App States, Part 11 - App Delegates
iCloud - Data in the Cloud and Key Value Storage (iOS 17), Part 1 - iCloud Documents, Part 2 - Metadata Query, Part 3 - Single Document, Part 4 - Multiple Documents
Part 1 - Integration with UIKit - Representable View, Part 2 - Representable View Controller
Part 1 - Web - Links, Part 2 - Safari View Controller, Part 3 - WebKit Framework, Part 4 - Web Content
Part 1 - Pictures - Photos Picker, Part 2 - Camera, Part 3 - Storing Pictures, Part 4 - Share Link, Part 5 - Custom Camera, Part 1 - Video - Video Player, Part 2 - Custom Video Player, Color Picker
Part 1 - Mac Apps, Part 2 - Conditional Code, Part 3 - Menu, Part 4 - Toolbar, Part 5 - Mac Modifiers, Part 6 - Scenes, Part 7 - Scene Storage
Localization - String Catalogs
Part 1 - Publishing - Dev Program - Certificates - Provisioning Profiles, Part 2 - Icons, Part 3 - Launch Screen, Part 4 - App Store Connect, Part 5 - Submitting the Application
Course: Business Model Canvas: A Tool for Entrepreneurs and Innovators (Project-Centered Course)
Modules:
Program Introduction and Meet the Instructor, Animated Video, Business Idea to Business Model, Business Model Canvas Overview Presentation
Animated Video, Visualizing the Model, Customer Segments Presentation
Animated Video, Prototyping, Value Propositions Presentation
Animated Video, Navigating the Environment, Channels and Customer Relationships Presentation
Animated Video, Proving It, Revenue Streams and Key Resources Presentation
Animated Video, Telling Your Story, Key Activities and Key Partnerships Presentation
Application Video, The Nespresso Business Model, Cost Structure Presentation
Telling Your Story Presentation, Final Comments from Your Instructor
Course: Cultural impact of housing displacement gentrification
Modules:
Welcome to the course, Gentrification as displacement and un-making home, Welcome to our community of learners, Congratulations!, Critical thinking about gentrification definitions, Reflection, Well done!, Welcome back!, Onto the next lesson, "Not an exhaustive list", Introduction to formative assessment 1.2, Congratulations message from Craig Gurney
Week 2: introduction and overview, Reflection on your learning to date, Introduction and overview, Tim Thomas on racial segregation and displacement., A note about learning, tests and feedback, Congratulations message from Craig Gurney
An introduction to our guest speakers, What is you research interest in gentrification and technology?, How do you define gentrification?, Black Space Matters!: The intersection of race and class, Why is gentrification a hot topic?, Resistance to gentrification - technology matters!, What is your research about?, How do you define gentrification?, How did you select the case study, and what motivates your research?, What is your research about?, How do you define gentrification?, What is your research about?, How do you define gentrification?, Why are you doing your research in Kensington?, Can you describe the urban displacement project, and tell us how it contributes to gentrification studies?, What are the key research priorities of  the urban displacement project?, How do you define gentrification?, What is your motivation  for your research?, What is your research about?, How do you define gentrification?, Why research Oakland?, What is your personal motivation to research this topic?, Key themes from the interviews, Congratulations message from Craig Gurney
Reflecting on what we've learned, Craig Gurney's advice, Alison Alkon's advice, Eric Corbett's advice, Alice Earley's advice, Amelia Thorpe's advice, Sharda Rozena's advice, Tim Thomas' advice, Virtual field trip, What now?  Some thoughts on next steps, Farewell message from Craig Gurney
Course: Advanced React
Modules:
Introduction to the course, React and your career opportunites, Setting up VS code (Optional), Grid layouts, Transforming lists in JavaScript, Render a simple list component, What are Keys in React?, Using Keys Within List Components, What are controlled components?, Creating a Form component in React, Create a Controlled Form Component, What you know about Props and State, What is Context, and why is it used?, Module summary: Components
Working with React hooks, Revising useState hook, Using the useState hook, What are side effects?, Using the useEffect hook, What are the rules of hooks?, What you need to know before fetching data, Fetching data – Putting it all together, APIs, What is useReducer and how it differs from useState, useRef to access underlying DOM, Module summary: React Hooks and Custom Hooks
JSX, Components and Elements, The importance of performance to software development, Component composition with children, Manipulating children dynamically in JSX, Spread Attributes, Cross-cutting concerns in React, Create a HOC for cursor position, Render props, Why React Testing Library, Writing the first test for your form, Style guides, Module summary: JSX and Testing
Course recap: Advanced React, Solution walk-through: Portfolio, Congratulations, you have completed Advanced React!
Course: Ruby Fundamentals and Basic Programming Concepts
Modules:
Welcome to Ruby, Object-Oriented Programming, macOS - Access and Work with the Terminal, macOS - Install XCode Command Line Tools, macOS - Install Homebrew, macOS - Install rbenv, macOS - Install Ruby, macOS - Install VSCode Text Editor, Windows - Access and Work with PowerShell, Windows - Figure Out if System is 32-bit or 64-bit, Windows - Install Ruby, Windows - Install VSCode Text Editor, Install VSCode Extensions, Write First Ruby File and Run with Code Runner, Write First Ruby File and Run with Terminal or PowerShell, Interactive Ruby (IRB), Section Review [SLIDES]
The puts Method, Escape Characters, The print Method, The p Method, Comments, Multiline Comments, Integers and Floating Point Numbers, Basic Arithmetic in Ruby, String Concatenation, Intro to Exceptions: TypeError, Section Review [SLIDES]
Variables [SLIDES], Declaring Variables, Exceptions: NameError, Parallel Variable Assignment, Swapping Variable Values, Assignment Shortcuts, Constants, Section Review [SLIDES]
Intro to Object Methods, Integer Methods, Exceptions: NoMethodError, Method Chaining, The inspect Method, The nil Object, String Interpolation, The gets Method, The class Method, Methods to Convert Objects, Section Review [SLIDES]
Intro to Booleans, The Equality Operator, The Inequality Operator, Mathematical Comparisons, Predicate Methods, Methods with Arguments (include?), Methods with Multiple Arguments, Arithmetic Methods, Float Methods, Section Review [SLIDES]
Intro to Methods, Parameters and Arguments, Multiple Method Parameters, Manipulating Arguments, Local Variables, Return Values I, Return Values II: Implicit Return Values, Optional Parameters and Default Arguments, Section Review [SLIDES]
Introduction to Blocks with the times Method, Block Variables, The upto and downto Methods, The step Method, Section Review [SLIDES]
The if Statement, Predicate Methods in if Statements, Truthiness and Falsiness, if and elsif, if and else, Multiple Conditions with And Operator (&&), Multiple Conditions with Or Operator (||), Parentheses Precedence, Nested if Statements, Ternary Operator, Call A Method from Another Method, The case Statement, The unless Keyword, Statement Modifiers, Conditional Assignment Operator, Section Review [SLIDES]
Course: Emprender en Web3
Modules:
La Revolución de la Web 3, Material Optativo- La revolución del propósito, El Ecosistema de la Web3, El Equipo Fundador
Diseño de Estrategia: el Lean Canvas, Construyendo Efectos de Red, Creación de Ecosistemas, Investigación de Mercado
Criptoeconomía y Tokenomics, Riesgos Técnicos y Operativos en Blockchain, Riesgos Legales en Cripto
Construcción de la Comunidad, Marketing en Web3, Onboarding de Usuarios
Fundraising en Web3, El Pitch Deck, El Camino a la Descentralización
Course: Logging and Monitoring Tools in Azure
Modules:
Course introduction, Azure Monitor health and availability monitoring, Automated response using action group, Configure and manage alerts, Azure logging, Use cases of all monitoring tools
Azure services dependencies, Azure Site Recovery, Snapshot and recovery points, Use cases of backup types, Service-level agreement, Azure non-relational data, Azure Storage Account, Solution for encrypting data, Storage Service Encryption, Managing Azure Storage and storage services
Azure SQL Database, Pricing model of Azure SQL, Cosmos Database
Course wrap-up
Course: L'entrepreneuriat social: faire son business plan
Modules:
Introduction du MOOC, Ce qui vous attend dans l'Episode 1, Entrepreneur Fil Rouge - Florence RIZZO, Synlab, Entrepreneur Fil Rouge - Jean-François CONNAN, Humando, Entrepreneur Fil Rouge - Olivier GAMBARI, Inex Circular, Témoin de l'épisode : Ariane DELMAS, Les Marmites Volantes, Témoin de l'épisode : Léa ZASLAVSKY, Makesense, Témoin de l'épisode : Olivier LENOIR, Osons Ici et Maintenant, Parole d'expert - Gaëtan Baudry, my-business-plan.fr, Parole de pédagogue Jean-Claude Charlet, Prenons du recul avec Thierry Sibieude, Pour aller plus loin avec Thierry Sibieude - Partie 1, Pour aller plus loin avec Thierry Sibieude - Partie 2, Passons à l'action avec Thierry SIBIEUDE, Cours Analyse du besoin, Cours Charte et proposition de valeur
Ce qui vous attend dans l'Episode 2, Entrepreneur Fil rouge - Florence RIZZO, Synlab, Entrepreneur Fil rouge - Jean-François CONNAN, Humando, Entrepreneur Fil rouge - Olivier GAMBARI, Inex Circular, Antoine de Chambost, Ma petite couche, Guillaume Brault, Carenews, Nancy Boehm, MAASE, Parole d'expert - Elise DEPECKER, ATIS, Parole de pédagoque : Jan Lepoutre, professeur ESSEC, Prenons du recul avec Thierry Sibieude, Pour aller plus loin avec Thierry Sibieude - Partie 1, Pour aller plus loin avec Thierry Sibieude - Partie 2, Pour aller plus loin avec Thierry Sibieude - Partie 3, Passons à l'action avec Thierry Sibieude
Ce qui vous attend dans l'Episode 3, Florence Rizzo, Synlab, Jean-François Connan, Humando, Olivier Gambari, Inex Circular, Diane Scemama, Dream Act, Louis Martin, Refugee Food Festival, Kévin André, Kawaa, Laurence Méhaignerie, Citizen Capital, Parole d'expert - Sophie Keller, Prenons du recul avec Thierry Sibieude - Partie 1, Pour aller plus loin avec Thierry Sibieude - Partie 1, Pour aller plus loin avec Thierry Sibieude - Partie 2, Pour aller plus loin avec Thierry Sibieude - Partie 3, Vidéo de lancement du peer to peeer
Ce qui vous attend dans l'Episode 4, Entrepreneur Fil rouge - Florence RIZZO, Synlab, Entrepreneur Fil rouge - Jean-François CONNAN, Humando, Entrepreneur Fil rouge - Olivier GAMBARI, Inex Circular, Anne Keisser, Mon Copilote, Emilie Schmitt, Activ'Action, Florence Bannerman, Conseil départemental du Val d'Oise, Parole d'expert : Emeline STIEVENART, KiMSO, Parole d'expert - Elise LECLERC, labo E&MIS ESSEC, Prenons du recul avec Thierry Sibieude, Pour aller plus loin avec Thierry Sibieude - Partie 1, Pour aller plus loin avec Thierry Sibieude - Partie 2, Pour aller plus loin avec Thierry Sibieude - Partie 3, Passons à l'action avec Thierry Sibieude
Course: Principles of Photo Composition and Digital Image Post-Production
Modules:
MEET MSU and THE SPECIALIZATION, MEET THE PROFESSORS: Peter Glendinning and Mark Sullivan, MEET THE COURSE: an overview by Peter..., MEET THE COURSE: ...and an overview by Mark, MAKING not TAKING pictures., The Process of Composition and the first element, Shape., FORM: the 3-dimensional aspect, TEXTURE: the untouched aspect, TONE: aka VALUE, the whites, blacks, grays, LINE: the visible and the implied, PATTERN: recognition of relationships, COLOR: rainbow of meanings
VISUAL WEIGHT: attraction and interest, Composition is a "map," balance is bike riding, Perspective: Drawing us through space, Symmetry: a bike ride straight ahead, ASYMMETRY: turning on a bicycle, Peter discusses some photographs and compositions, Mark discusses some photographs and compositions
Lightroom Interface: Modules,Panels,and Workspace, Lightroom: Importing Files, Catalogues, Naming Files & Directories, LibMod:  Nav,Cat,Folders,Collec,PubServ, LibMod: Quick Dev,Keywords, List, Meta, LibMod:Grid,Loupe,Compare,Rename, Find, LibMod: Rank,Rate; Collections; Metadata, DevMod-Navigator, Presets,Snapshots,History,Collection, DevMod-Histogram-Crop,Spot Rm,Red Eye,GradFilt,RadFilt,AdjBrush, DevMod-WB,TempTint,Exposure,Contrast,HiLight,Shadow,Whites, Blks;Clar,Vib,Sat, DevMod-ToneCurv,HSL-Color-B&W,SplitTone,Detail,LensCor,Efx,CamCalb, DevMod-Exporting,ImageSizing, Overview:  Remaining Modules, Map, Book Modules, Slideshow,Web Modules
Alternative Post-processing - Pixlr Overview,Web Ed, Pixlr Pro-Desktop - VSCO-Pixel - Camera+ - Pixart
Course: Practice Exam for AIPMM Certified Product Manager (CPM)
Modules:
Course Introduction, Exam Taking Strategies
Overview of the Simulated CPM Exam, Module Exam Break Reminder, Module Exam Break Reminder, Module Exam Break Reminder, Lesson 1 Summary: CPM Certification Test Simulation, Congratulations and Next Steps, Thanks from the Course Team
Course: Relational Database Design
Modules:
Instructor Welcome and Course Introduction, Entity - Relationship (ER) Model, Creating an Entity - Relationship Diagram (ERD), Extended ER Model/Diagram
Functional Dependency (FD), Attribute Closure and Candidate Keys, Canonical (minimal) cover off FDs
Database Normalization, Boyce-Codd Normal Form, Database Design Example (Normalization + ERD)
Course: API Basics 1: Build a Bot (Fetch, JSON & Async JavaScript)
Modules:
API Basics Assignment (Fetch, JSON & Async JavaScript)
Course: Machine Learning Operations (MLOps): Getting Started - Português Brasileiro
Modules:
Introdução ao curso
Introdução a MLOps: como e por que empregar MLOps, Dificuldades dos profissionais de machine learning (ML), O conceito de DevOps em ML, Ciclo de vida de ML, Automatização de processos de ML
O que é Vertex AI e qual a importância de ter uma plataforma unificada?, Introdução a MLOps na Vertex AI, Como a Vertex AI ajuda no fluxo de trabalho de MLOps? Parte 1, Como a Vertex AI ajuda no fluxo de trabalho de MLOps? Parte 2, Coursera: Guia inicial do Google Cloud Platform e do Qwiklabs, Laboratório de introdução à Vertex AI: Qwik Start
Resumo