dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: C Programming: Using Linux Tools and Libraries - 7
Modules:
Welcome, Learn how to use Weblinux, Learn how to use Taskgrader
Distinguish between function declaration and function definition, Use the math library, Use multiple libraries in C
GCC details, Object files, Modify object files, Make file, More elaborate Makefile, Run a program with Makefile, Create your library, Modify your library, Ultimate makefile
Pass arguments to a program from the command line, Use arguments passed to a program from the command line, Read numbers from a file, Read until the end of the file, Write numbers to a file using fprintf(), Append numbers to a file at the end
Farewell
Course: 生物信息学: 导论与方法
Modules:
课程介绍, 什么是生物信息学, 生物信息学历史, 中国大陆的生物信息学
序列比对中的基本概念, 利用动态规划进行全局比对, 从全局比对到局部比对, 考虑仿射空位罚分的序列比对，以及如何计算Needleman-Wunsch算法的时间复杂度, 关于同源、相似性、相似性矩阵和点阵图, M.S. Waterman教授访谈, 学生课堂报告（一）, 学生课堂报告（二）
序列数据库, BLAST算法初探, 学生课堂报告
从状态到马尔可夫链, 隐马尔可夫模型, 用隐马尔可夫模型建立预测模型, 学生课堂报告（一）, 学生课堂报告（二）, 学生课堂报告（三）, 学生实践
新一代测序, 序列回帖和变异鉴定, 序列回帖和变异鉴定的分析演示, 关于回帖、变异鉴定, 关于基因型鉴定, Ion Torrent PGM测序介绍, 3730 Sanger测序介绍
问题概述, 记录变异的数据库, 基于保守性和规则的预测方法：SIFT和PolyPhen, 基于机器学习分类器的预测方法：SAPRED, 支持向量机简介, 学生课堂报告
期中考试
转录组介绍, RNA测序数据回帖与组装, RNA-seq数据分析, Maynard Olson教授访谈, 学生课堂报告（一）, 学生课堂报告（二）, 学生课堂报告（三）, 学生课堂报告（四）, 学生实践
从信息到知识, 数据挖掘: 长非编码RNA的鉴定, 数据挖掘: 差异表达与聚类分析, 变量选择与聚类分析, Illumina HiSeq & MiSeq测序仪介绍
本体论和基因本体论, KEGG分子通路数据库, GO注释, 分子通路鉴定, 应用：药物成瘾共同分子通路的鉴定, 数据库系统简介, KOBAS演示, 学生演示KOBAS
生物信息资源概览, 美国国家生物信息中心(NCBI)资源, 欧洲生物信息中心(EBI)资源, UCSC基因组浏览器, 其他主要生物信息资源, 学生介绍CBI资源
新基因鉴定及演化分析: 概念与实例, 新基因鉴定及演化分析: 大脑演化的驱动力, 从非编码RNA起源的从头起源新基因, 一个与成瘾相关的人类特异的从头起源的新基因, 学生课堂报告
从干实验到湿实验——一个演化问题 第1部分, 从干实验到湿实验——一个演化问题 第2部分, 裴钢教授关于研究背景的介绍, 裴钢教授访谈, 学生课堂报告
期末考试
Course: Optimizing Your Google Cloud Costs em Português
Modules:
Introdução: como otimizar seus custos com o GCP
Como configurar orçamentos e alertas para gerenciamento de custos, Como configurar controles de custo usando cotas, Como analisar seus descontos por uso contínuo, Como configurar controles de custo avançados
Tutorial do laboratório
Tutorial do laboratório
Course: Strategic Thinking
Modules:
Welcome to Strategic Thinking!
Practice the solution: Case studies and insights, Infographic: Finding insights from case studies, A picture of the past: Key Takeaways
Practice the solution: Mapping axes of uncertainty, Infographic: Analyze trends to discover driving forces, Come what may, you’re prepared: Key Takeaways
Practice the solution: Conducting a strategic SWOT analysis, Infographic: Using a SWOT analysis, Using the good and the bad: Key Takeaways
Practice the solution: Forming a strategy by its values, Infographic: Forming a strategy by its values, Thinking toward a goal: Key Takeaways
Final Thoughts
Course: Pre-formulation
Modules:
Course Welcome, Interview with Stephanie Dodd, TRD, Introduction, Physicochemical Properties
Routes of Administration, Drug Product, Classification Systems, Crystallization, Drug Substance Stability
Drug Product Stability, Impurities, Clinical Formulation Development, Biologics, Course Farewell
Course: Business Strategy
Modules:
Course Welcome and Orientation, About Deepak Somaya, Learn on Your Terms
Module 1 Overview Lecture, Executive Interviews Introduction, 1-1.1: Mission, Vision & Values, Mission and Values: Role of Leadership, 1-2.1: Introduction to Business Models, 1-2.2: The V.A.R.S. Framework, Part 1, 1-2.3: The V.A.R.S. Framework, Part 2, 1-3.1: Coherence, Fit and SWOT, Case Introduction – Uber, Uber Case Study Summary
Module 2 Overview Lecture, 2-1.1 The PESTEL Framework, Executive Expertise: The External Environment, 2-2.1 Structure, Conduct and Performance, 2-2.2 Introducing the 5 Forces Framework, 2-2.3 Applying the 5 Forces Framework, 2-3.1 Dynamic Industry Analysis, Case Introduction – The Soft Drink Industry, The Soft Drink Industry Case Study Summary
Module 3 Overview Lecture, 3-1.1 Competitive Advantage & Firm Performance, 3-2.1 Activities of the Firm, 3-2.2 Resources and Capabilities, 3-3.1 Sustained Competitive Advantage, Executive Expertise: Competitive Advantage, Case Introduction – Starbucks Corporation, Starbucks Case Study Summary
Module 4 Introduction, 4-1.1 Generic Business Strategies, Executive Expertise: Strategic Positioning, 4-2.1 Dual Strategies, 4-3.1 Strategic Renewal, Executive Expertise: Strategic Renewal, 4-4 The Manager’s Journey: Advice from Our Experts, Course Conclusion, Case Introduction – Lego Group, Lego Case Study Summary
Course: A Bridge to the World: Korean Language for Advanced Ⅰ
Modules:
1.1. Lecture, 1.2. Lecture, 1.3. Lecture, 1.4. Lecture
2.1. Lecture, 2.2. Lecture, 2.3. Lecture, 2.4. Lecture
3.1. Lecture, 3.2. Lecture, 3.3. Lecture, 3.4. Lecture
4.1. Lecture, 4.2. Lecture, 4.3. Lecture, 4.4. Lecture
5.1. Lecture, 5.2. Lecture, 5.3. Lecture, 5.4. Lecture
Course: Diversity and inclusion in the workplace
Modules:
This is diversity!, The importance of diversity and inclusion for firms, A brief history of diversity in the workplace, Key diversity concepts, The long and winding road to inclusion, Understanding diversity categories, Gender diversity - Part 1, Gender diversity - Part 2, People with disabilities, Cultural and social diversity, LGBTQIA+ issues around the world and in the workplace, Intergenerational diversity
Why can't the doctor operate?, Introduction to Categorization and Diversity Perceptions, Social cognition and categorization processes, The impact of social categorization on how we see others and ourselves, Social categorization and social identity
Understanding the disrupting force of diversity, The organizational paradox, The diversity and inclusion paradox, Diversity, equity and inclusion, Inclusion and organizational change, Mobilizing disruption: applying a cognitive method
Diversity and Inclusion around the World, Japan. Women in the workplace, China. People with disabilities, US. The aging workforce, Conclusion on Leadership, Diversity and Inclusion
Course: Overcoming  Challenges in Self and Society
Modules:
Course Overview, The Middle Ages and Renaissance, Personal Introduction - Prof. Dr. Roger Martinez-Davila, Personal Introduction - Prof. Stefan Huddleston, Personal Introduction - Prof. Ian Torres, Introduction to Adversity: A Multidimensional Perspective, Enjoy a Moment at the Real Jardin Botanico, Personal Adversities: Unpacking Loss, Illness, and Personal Crises, Societal Adversities: The Impact of Socio-Economic Inequalities, Political Turmoil, and Cultural Conflicts, Environmental Adversities: Understanding Disasters and Climate Change Effects, Assignment Overview: Understanding Adversity: An Exploration of Challenges
The Psychology of Resilience: Understanding Grit, Growth Mindset, and Post-Traumatic Growth, Social Dynamics of Resilience: Exploring Support Systems and Community Cohesion, Enjoy a Moment at the Real Jardin Botanico, Tools for Fostering Resilience: From Mindfulness to Self-Compassion, Resilience in Practice: Lessons from the Past, Assignment Overview: Resilience Theory and Practice: From Hardship to Strength
Spiritual Perspectives on Resilience: Ancient Wisdom and Modern Insights, Enjoy a Moment at the Real Jardin Botanico, The Role of Religiosity in Resilience: Faith and Inner Strength, Renaissance Humanism and Resilience: Emphasizing Human Potential and Dignity, Integrating Spiritual, Religious, and Humanistic Approaches in Building Resilience, Assignment Overview: Spiritual and Humanistic Dimensions of Resilience: A Renaissance Perspective
Unearthing Strength: The Journey from Personal Resolve to Communal Impact, The Fabric of Resilient Communities: Lessons from the Renaissance Florence and the Maori, Resilience and Social Transformation: From the Zuni Pueblo to the Arab Spring, The Renaissance of Resilience: Catalyzing Change through Overcoming Adversities, Enjoy a Moment at the Real Jardin Botanico, Assignment Overview: Renaissance of Resilience: You, Your Community, and Social Transformation
Assignment Lecture: Personal Renaissance of Resilience Mandala
Course: Introduction to Parallel Programming with CUDA
Modules:
GPU Programming Specialization, Course Expectations, Coursera Lab and Assignment Overview
Kernel Execution, Divide and Conquer to GPU Algorithms, Module 2 Lab Overview Video, Module 2 Randomized Data Search Assignment Overview Video, Threads and Blocks, Threads, Blocks, and Grids, Multidimensional Gaussian Blur Kernel Example, Module2 Image Processing Assignment Overview Videos
Nvidia GPU Device Global Memory, Linux CLI GPU Device Identification, GPU Device Global Memory Investigation, Nvidia GPU Device Investigation Commands Lab Overview Video, Host Memory Allocation, Device Global Memory Allocation, Host and Device Global Memory Allocation Lab Overview Video, Allocation and Assignment of Different Types of Host and Global Memory Overview Video
Nvidia GPU Device Shared and Constant Memory Video Lecture, GPU Device Shared and Constant Memory Investigation, GPU Device Shared Memory Allocation, GPU Device Constant Memory Allocation, CUDA Shared and Constant Memory Image Processing Lab Overview Video, CUDA Shared and Constant Memory Image Manipulation Assignment Overview Video
CUDA GPU Device Register Memory, CUDA GPU Device Register Memory Investigation, CUDA GPU Device Memory Evaluation, CUDA Device Memory Lab Overview Video, CUDA Device Memory Analysis Assignment Overview Video
Course: Preparing for AI-900: Microsoft Azure AI Fundamentals exam
Modules:
Course Introduction Video, Lesson introduction, Jobs and careers, Lesson introduction, Testing strategy, Tips and tricks
Lesson introduction, Recap of topics and key concepts covered in Course 1: Artificial Intelligence on Microsoft Azure, Lesson introduction, Recap of topics and key concepts covered in Course 2: Microsoft Azure Machine Learning
Lesson introduction, Recap of topics and key concepts covered in Course 3: Computer Vision in Microsoft Azure, Lesson introduction, Recap of topics and key concepts covered in Course 4: Natural Language Processing in Microsoft Azure
Lesson introduction, Career support information, Congratulations - what's next now that you've passed the exam
Course: Problem Solving Using Computational Thinking
Modules:
Welcome to Computational Thinking, Example: Making a Cake, Introduction to the Graphic Organizer
Image Analysis: Importance of Computational Thinking - Part 1, Image Analysis: Importance of Computational Thinking - Part 2, Image Analysis: Abstraction and Algorithms, Image Analysis: Algorithms, Optional Advanced Video, Image Analysis: Evaluating Solutions, Image Analysis: Problem Identification and Decomposition
Epidemiology: Introduction and Problem Identification, Epidemiology: Problem Identification Part 2, Epidemiology: Abstraction and Decomposition, Epidemiology: Algorithms and Evaluating Solutions - Part 1, Epidemiology: Algorithms and Evaluating Solutions - Part 2, Epidemiology: Conclusion
Human Trafficking: Importance of Computational Thinking, Human Trafficking: How Computational Thinking May Apply - Part 1, Human Trafficking: How Computational Thinking May Apply - Part 2
Introduction to the Final Project, Final Project Part 1. Background and Context, Final Project Part 2: Graphic Organizer and Project Justification, Final Project Part 3: Project Justification, Final Project Part 4: Algorithm depiction, Course Feedback, Create innovative learning environments for students with Introduction to Learning Experience Design, Keep Learning with Michigan Online
Course: Effective Inventory Management and Optimization
Modules:
Introduction to the course and the instructor, Understanding the importance of inventory management, Key objectives and benefits of efficient inventory control, Common inventory management challenges and pitfalls, Overview of inventory systems and technology, Supply and demand, Replenishment order and lot size, Lead time, demand during lead time, and replenishment period, Inventory position, reorder point, and order-up-to level, Methods for forecasting demand and sales – Part 1, Methods for forecasting demand and sales – Part 2, Data analysis and historical sales patterns, Forecasting requirements through material requirements planning (MRP), Inventory related costs, Classification of inventory items: ABC analysis, XYZ analysis and other methods, Just-in-Time (JIT) inventory management, Inventory optimization Part 1: Cost minimization, economic order quantity (EOQ) model and its extensions, Inventory optimization Part 2: Determining safety stocks and reorder points, Key performance indicators (KPIs) for inventory management, Replenishment tracking and expediting, Using technology for inventory modeling and optimization, Lessons for inventory management professionals from lean manufacturing principles.
Course: C Programming: Pointers and Memory Management - 4
Modules:
Let's get started, Get to work with Codecast, Learn about Taskgrader, How to navigate the third party tool?
Self-assess your learning in Memory and pointers
Self-assess your learning in Multidimensional arrays
Self-assess your learning in Dynamic memory allocation
Closing MOOC 4 - C Programming: Pointers and Memory Management
Course: Sustainable Digital Innovation
Modules:
Never let a good crisis go to waste, Future maps, The business opportunities of sustainable development
The winds of change, The All-Inclusive Offer, Controlled revolutions, What gets measured gets done
Focus on sustainable value offerings, The power of models, Where are we going?
Sustainable innovation practices, A strategy toolbox, Sustainable business models
Walk the talk
Course: Fundamentos de Negociação com o 10,000 Women da Goldman Sachs
Modules:
Boas-vindas, Definindo interesses e posições, Utilizando dados para dar suporte a seus objetivos, Eliminando distrações, Ouvindo com atenção, Mudança de vantagem de negócios
Course: Sustainable Urban Regeneration
Modules:
Welcome to the course, Week 1 - description, The concept of sustainable urban regeneration, Cities for sustainable development: the Urban Agenda, Implementing the Urban Agenda - Javier Torner, UN-Habitat, Cities' policies for sustainable development Part 1 - Lamia Kamal-Chaoui, OECD, Cities' policies for sustainable development Part 2 - Lamia Kamal-Chaoui, OECD, Land use planning, Reinventing cities - David Miller, C40, Approaches for urban regeneration, The London Olympics case - Ricky Burdett, LSE Cities
Week 2 - description, How does climate change affect our cities?, Climate change adaptation in worldwide cities - Federica Ranghieri, World Bank, The road to carbon neutrality, The Covenant of Mayors initiative - Eero Ailio, European Commission, Urban regeneration to fight climate change, Urban regeneration and climate change: best practices - Wolfgang Teubner, ICLEI Europe, How does nature provide healtier cities
Week 3 - description, Environmental dimensions of urban regeneration, Social dimension and urban gentrification, Social impact of urban regeneration: case studies - Andy Bow, Foster and Partners, How does urban regeneration create value?, The value of urban regeneration: case studies - Mario Abbadessa, Hines Italy, Urban regeneration value creation: Cercle Grand Paris - Nicolas Buchoud, Grand Paris Alliance for Metropolitan Development
Week 4 - description, Measuring sustainable regeneration, Circularity in cities - Alejandro Gutierrez, Arup, The value of certification for properties, Application of protocols and standards for urban sustainability - Giuliano Dall'O', Politecnico of Milan - GBC Italy, ESG approach to urban regeneration, ESG and urban regeneration - Erica Abisso, Intesa Sanpaolo
Week 5 - description, Models for urban regeneration, Economic and regulatory instruments for urban regeneration, Financial instruments for urban regeneration projects - Rogier van den Berg, WRI Ross Center, Business models for urban regeneration: case studies - Riccardo Serrini, Prelios Group, Participatory processes for urban regeneration, Approaches for co-design process: case studies - Daniela Rizzi, ICLEI
Check your progress!
Course: Federal Taxation I: Individuals, Employees, and Sole Proprietors
Modules:
Course Overview and Meet Your Instructors, About Professor Matthew Hutchens, About Professor Petro Lisowsky, Learn on Your Terms
Taxes: An Introduction, A Note on the TCJA, Evaluating a Tax System, The Tax Structure, Tax Rate History, The Tax Structure: Examples, Types of Taxes, Origins of Tax Law, Statutory Sources of Tax Law, Administrative Sources of Tax Law, Judicial Sources of Tax Law - Part 1, Judicial Sources of Tax Law - Part 2
Gross Income - Income Tax Formula, Gross Income - Tax Forms, Deductions and AGI, Qualifying Children and Qualifying Relatives - Part 1, Qualifying Children and Qualifying Relatives - Part 2, Tax Calculation, Filing Status, Filing Requirements and Other Dependent Issues, The "Kiddie" Tax, Statutes of Limitations
Gross Income: Concepts, Accounting Methods, Accounting Method Exceptions, Gross Income I: Alimony, Discharge of Indebtedness, Annuities, Gross Income: Example, Gross Income II: Prizes, Life Insurance, Unemployment Compensation, Social Security Benefits
Municipal Bond Interest, Gifts, Life Insurance Proceeds, Scholarships, Payments for Damages, Compensation for Injuries and Sickness, Meals and Lodging, Recovery of Capital Issues, Employee Fringe Benefits: Non-Discriminatory, Employee Fringe Benefits: Discriminatory
Deductions: For vs. From AGI, Trade or Business Deductions: Concepts, Timing of Deductions, Political Contributions, Lobbying, Executive Compensation, Investigation Costs, Hobby Losses, Vacation Home Rental Deductions, Vacation Home Rental Deductions: Example
Introduction and Transportation Expenses, Travel Expenses, Business Expenses: Bad Debts, Business Expenses: Qualified Business Income, Qualified Business Income Example, Net Operating Losses (NOLs), Casualty Losses, Education Expenses, Meals, Entertainment, and Home Office Expenses
Itemized Deductions: Overview and Medical Expenses, Itemized Deductions:  Taxes and Interest, Itemized Deductions:  Charitable Contributions, Retirement Plans and Traditional IRAs, Non-Deductible and Roth IRAs, IRA Basis and Rollovers, Exceptions to Early Withdrawal Penalty
Comprehensive Example
Course: Fundamentals of Diversity, Equity, Inclusion, and Belonging
Modules:
Course Welcome: Our Plan Forward, Introduction: Defining DEIB, DEIB and "Doing the Work", Understanding Diversity, Know the Difference: Equity vs. Equality, Understanding Inclusion &  Belonging, Know the Difference: Inclusion vs. Belonging, Defining DEIB: Final Thoughts, Introduction: Advancing DEIB Initiatives, The Data-Driven Case for DEIB: Why It Matters, Why Some DEIB Initiatives Fail, Real-world DEIB Initiatives: Case Studies and Solutions, Overcoming DEIB Resistance, Advancing DEIB Initiatives: Final Thoughts
Course: Cognición encarnada
Modules:
Breve historia de la cognición, ¿Qué es la cognición?, Mente sana en cuerpo sano, Método sintético
Mente encarnada, Mente embebida, Mente extendida, Mente enactiva
Cognición artificial, Cognición social (artificial), Conciencia artificial
Course: APIs
Modules:
Introduction to the course, How are APIs used in the real world?, What you know about HTTP, RESTfulness, Naming conventions, Essential tools for API development, Create a Django Project using pipenv, REST best practices, Security and authentication in REST API, Access control, Book List API project, Organizing an API project, Debugging your API, Browser tools and extensions for API development, Module summary: REST APIs
What is the Django REST framework (DRF)?, Installing and setting up DRF, Better API view with decorators, Function and class-based views, Django debug toolbar, Restaurant menu API project with DRF, Serializers, Model serializers, Relationship serializers, Deserialization and validation, Renderers, Module summary: Django REST framework
Filtering and searching, Ordering, Pagination, Caching, Token-based authentication in DRF, User roles, Setting up API throttling, Introduction to Djoser library for better authentication, Registration and authentication endpoints with JWT, User account management, Module summary: Securing an API in Django REST framework
Course recap: APIs, Project introduction, Creating models, Course wrap up
Course: مهارات تسوية النزاعات | Conflict Resolution Skills
Modules:
مفهوم الـ (Conflict) والفرق بينه وبين الاختلاف (Disagreement), أنواع النزاعات وأهمية تسويتها إيجابياً, نقطة الانطلاق لإدارة النزاع: التركيز على الحلول, البحث عن البديل الثالث لتسوية النزاع, تطبيقات البديل الثالث في الحياة, أهمية التواصل غير العنيف في تسوية النزاعات, المهارات الأساسية لتسوية النزاعات بفعالية, أهم عوامل النجاح الرئيسية لتسوية الصراعات
Course: Water Supply and Sanitation Policy in Developing Countries Part 1: Understanding Complex Problems
Modules:
Welcome to the course - Introduction, Video 0.1: Welcome to AMBS - Fiona Devine, Video 1.0: Facts About Water, Video 1.1: Global Water and Sanitation Coverage, Video 1.2: Infrastructure Coverage (Electricity, Sewerage, Water, Telephone), Video 1.3: Forecasts of Coverage, Video 1.4: Conversation with Clarissa Brocklehurst
Video 2.1: Outrage Versus Strategy?, Video 2.2: Types of Vendors, Vendor Prices, Video 2.3: Money and Water Flows, Onitsha, Nigeria, Video 2.4: An Introduction to Corruption, Video 2.5: Corruption in South Asia
Video 3.0: The Cost of Serving Households With Piped Networks, Video 3.1: Solution to Cost Calculation, Video 3.2: Cost Components and More on Costs, Video 3.3: Costs of Non-Piped Technologies, Video 3.4: Condominial sewers, desalination, Video 3.5: Conversation with Don Lauria - Part One, Video 3.6: Conversation with Don Lauria - Part Two
Video 4.1: Introduction to Modeling Household Water Demand, Video 4.2: Households With Piped Connections, Price and Income Elasticities, Video 4.3: Households With Water Sources Outside the Home, Video 4.4: Household Demand for Drinking Water Quality Improvements, Video 4.5: Effect of Social Norms on Household Water Use, Video 4.6: Conversation with Marc Jeuland
Video 5.1: Facts About Water and Health, Video 5.2: Estimating the Economic Value of Health Benefits, Video 5.3: Exercise on Health vs. Non-Health Benefits for Households With Water Sources Outside the Home, Video 5.4: Climate Change, Water and Health, Video 5.5: Effects of Climate Change on Water Utilities, Video 5.6: Conversation with Clive Agnew
Video 6.0: Possible Solutions to the Water Development Paths Exercise, Video 6.1: A Historical Development Path – UK, London and Manchester, Video 6.2: Changing Knowledge, Practices and Perceptions, Video 6.3: Path Dependency, Video 6.4: Changing Course, Video 6.5: Capital intensity (England and Wales), Video 6.6: Conversation with Marie Hart, Video 6.7: Wrap-up and Reflections
Course: Amazon Macie - Getting Started
Modules:
Amazon Macie - Getting Started
Course: Satisfação garantida: desenvolva a fidelidade de clientes
Modules:
Introdução ao curso 7, Boas-vindas à semana 1, Introdução à fidelização de clientes, Programas de recompensas, Remarketing dinâmico, Métodos de acompanhamento pós-compra, Faça pesquisas com clientes usando perguntas eficazes, Como oferecer um excelente atendimento ao cliente, Conclusão
Boas-vindas à semana 2, Analise dados para medir o sucesso do e-commerce, O poder dos dados, com William, Análises e relatórios da Shopify, Monitore o crescimento e a receita de uma loja de e-commerce, Use dados para aprimorar o desempenho de uma loja de e-commerce, Avalie o desempenho do produto, Conclusão
Boas-vindas à semana 3, Introdução ao projeto, Dicas para preparar um portfólio para se candidatar a vagas de emprego, Como procurar e candidatar-se a empregos, com Jade, Como criar um currículo, Dicas sobre currículos, com Rahul, Dicas sobre currículos, com Sydney, Dicas para criar uma carta de apresentação, com Isela, Encontre a função ideal para você, com Mike, Introdução ao processo de entrevista, Conheça seu entrevistador, Construa um relacionamento com os entrevistadores, Guia para entrevistas de emprego, com Jordan, Use o método STAR para responder às perguntas da entrevista, Dicas de entrevista, com Laura, Desenvolva um elevator pitch, Guia para entrevistas de emprego, com Nami, Supere a síndrome do impostor ao se preparar para entrevistas, com Jesse, Encerramento, Encerramento do curso
Parabéns por concluir o programa de certificado de marketing digital e e-commerce!, Descubra oportunidades profissionais, Recapitulação do programa de certificado
Course: Computational Methods in Pricing and Model Calibration
Modules:
Course Overview, About Us, Academic Honesty Policy
2.1a Introduction to Options: Calls, Puts, and a Speculator Example, 2.1b Introduction to Options: a Hedger Example, 2.2 Terms of Option Pricing and Pictorial Explanation, 2.3a Option Pricing via Numerical Integration, 2.3b The lognormal case, 2.3c Python Code, 2.4a Fourier Transform, Inverse Fourier Transform, and Characteristic Function, 2.4b Call Price via the Inverse Fourier Transform, 2.5 Numerical Evaluation of the Integral, 2.6a Pricing Several Options Using FFT, 2.6b Implementation of FFT, 2.6c Python Code: Sanity Check for FFT, 2.6d Python Code: Comparing Running Times with FFT, 2.7a Case studies: Recap and Choice of Parameters, 2.7b Case studies: BMS, Heston, and VG, 2.7c Case studies: Findings and Observations, 2.7d Case Studies: Python Code
3.1 Bid and Ask Prices and the Option Surface, 3.2 Calibration and Implied Volatility, 3.3 Objective Functions and the "Calibration Recipe", 3.4a Finding a Good Initial Parameter Set, 3.4b Python Code, 3.5a Optimization Routines: Brute-force Search, 3.5b Python Code, 3.6a Optimization Routines: the Nelder-Mead Algorithm, 3.6b Python code, 3.7a Optimization Routines: the BFGS Algorithm, 3.7b Python Code
4.1a Zero-Coupon Bond, 4.1b Forward Contracts and Simple Forward Rate, 4.1c Spot Rate and Instantaneous Spot Rate, 4.1d Python Code, 4.2a Swap Rates, 4.2b Swap Rates Calculation, 4.3a LIBOR Curves and Cross-Correlation, 4.3b Swap Curves and Cross-Correlation, 4.3c Python Code
5.1a Regression Using Least Squares, 5.1b Python Code, 5.2 Regression using Nelder-Mead, 5.3 Regression using Gradient Descent, 5.3b Python Code, 5.4 Vasicek Model and Calibration, 5.5a CIR Model and Calibration, 5.5b Python Code
Course: The Power of Team Culture
Modules:
Syllabus, Meet Dr. Greg Urban
1.1 Introduction, 1.2 What are Teams?, 1.3 A Closer Look at Culture, 1.4 Culture as Cultivation, 1.5 Being Unaware of Culture, 1.6 Expectations and Realities, 1.7 The Little Cultural Things that Matter, 1.8 Culture Shock, 1.9 Habitus, 1.10 Characteristic Ways of Speaking within the Team, 1.11 What We Say Versus What We Do, 1.12 Hiring and Cultural Fit, 1.13 High Culture
2.1 Two Examples of Cultural Boundaries, 2.2 Why Police Boundaries, 2.3 Culture in Motion, 2.4 Golden Arches East, 2.5 The Art of Smiling, 2.6 The Right to Fire, 2.7 The Law of Jante, 2.8 Cultural Relativity and Ethnocentrism, 2.9 Avoid Stereotyping, 2.10 A Checklist of Little Differences for Business, 2.11 Gestures as Boundary Marker, 2.12 Corporate Personhood
3.1 Burning the American Flag, 3.2 Team Mascots, 3.3 The Concept of the Symbol, 3.4 Transference of Affective Quality, 3.5 The Motivational Video, 3.6 People as Symbols, 3.7 The Pragmatics of Motivational Speech, 3.8 Symbolic Meaning of Stories, 3.9 Instrumental Symbols: The Gavel, 3.10 Individual and Collective Rituals, 3.11 Types of Rituals in Business, 3.12 Initiation, Enhancement, and Group Worship
4.1 Culture in Time, 4.2 The Inertial Forces, 4.3 Habit and Drift, 4.4 Inertia and Change: An Ancient Egyptian Case, Part 1, 4.5 More on Reflective Culture or Metaculture as a Force, 4.6 Inertia and Change: An Ancient Egyptian Case, Part 2, 4.7 Inertia and Change: An Ancient Egyptian Case, Part 3, 4.8 Secret to Successful Cultural Change, 4.9 Introducing the Force of Interest, 4.10 Interest at the Interface between Different Inertial Patterns, 4.11 The Conditional Motion of Culture, 4.12 Conclusion
Course: RH, Dados e Inteligência Artificial
Modules:
O RH na Transformação Digital, Organizações Data-Driven, Desafios do RH Orientado a Dados, People Analytics, Cientista de Dados: O Novo Profissional de RH, O Futuro do Recursos Humanos
Fundamentos de Inteligência Artificial, O que é a Inteligência Artificial, Aprendizado de Máquina, Deep Learning, Aplicações de Inteligência Artificial
Introdução ao Aprendizado de Máquina, Processos do Machine Learning, Métodos Supervisionados, Métodos não Supervisionados, Métodos de Aprendizado por Reforço
Modelos de Regressão, Modelos de Regressão - Regressão Linear, Algoritmos de Classificação, Algoritmos de Agrupamento, Deep Learning e Redes Neurais, Encerramento
Course: Data Structures and Algorithms
Modules:
Course introduction: Data structures and algorithms, Arrays in Java, Operations on an Array, Arrays in the real world, An Amazon software engineer, Collections and generics in Java, Introduction to ArrayLists, Operations on Arraylists, Arraylists in action, ArrayLists vs. Arrays, Understanding linked lists, Singly linked list, Doubly linked list, Comparing linked list types, Operations on LinkedLists, Tasks and time – arrays and lists, Practical application of Stacks, Introduction to Stacks, Tasks and time – Stacks with arrays and lists, Introducing Queues - practical applications, Exploring Queues, Module Summary: Data Structures
Introduction to HashMap, HashMap – basic operations, HashMap – performance and use cases, LinkedHashMap, LinkedHashMap – basic operations, LinkedHashMap – access order, TreeMap, Navigating a TreeMap, TreeMap - performance and use cases, Introduction to searching algorithms, Linear search overview, Linear search time complexity, Binary search overview, Binary search time complexity, Comparing linear and binary search, Introduction to sorting algorithms, Bubble Sort Overview, Insertion Sort Overview, Selection Sort Overview, Comparing Bubble, Insertion, and Selection Sort, Introduction to advanced sorting algorithms, Merge Sort overview, Merge Sort time complexity, Quick Sort overview, Quick Sort time complexity, Comparing Merge Sort and Quick Sort, Module Summary: Searching and sorting algorithms
Types of testing, Manual and automated testing, Test cases, Automated tools, Integrating Git, Introduction to JUnit, Writing JUnit tests, Annotations in JUnit, Test suites, Introduction to TDD, Red-Green-Refactor Cycle, Automation in TDD, Module Summary: TDD
Course Recap: Programming with Java, Congratulations, Software development at Amazon, An internship at Amazon
Course: Navigating Healthcare Supply Chain Operations
Modules:
Meet Your Faculty: Gilbert Nyaga, Demand-Capacity Mismatch in Healthcare, Demand Forecasting Approaches, Capacity Planning, Scheduling and Impact on Capacity and Performance, Queuing Problems, Addressing Capacity Challenges at Mayo Clinic
What is Inventory?, How is Inventory a Problem in Hospitals?, How is Inventory Managed?, How Much to Order, When to Order?, Inventory Improvement Approaches, The Role of Distributors in Inventory
Overview of Procurement in Healthcare, Procurement Challenges in Healthcare, How is Procurement Done?, Procurement Models, Vendor Selection and Management, Procurement Best Practices in Healthcare, Role of GPOs in Procurement
Major Trends Impacting the Healthcare Supply Chain, Supply Chain Innovations and Analytics, Best Practices in Healthcare Operations and Supply Chains, Course Conclusion, Change Management
Course: Expanda Seus Negócios com o 10,000 Women da Goldman Sachs
Modules:
Boas-vindas, Identificando uma boa oportunidade, Selecionando uma oportunidade de crescimento, Checklist de Viabilidade, Articulando sua oportunidade, O que é o Plano de Crescimento de Negócios?
Course: Desarrollo móvil y JavaScript
Modules:
Introducción al desarrollo móvil y JavaScript, ¿Cómo se utiliza JavaScript en el mundo real?, Configuración del código VS (Opcional), Introducción a la programación, ¿Por qué JavaScript?, Programación en JavaScript, Variables, Tipos de datos, Operadores, Números, Cadenas, Booleanos, Escribir declaraciones, Trabajar con declaraciones condicionales, Construcciones de bucle, Bucle For, Bucle While, Bucles anidados, Resumen del módulo: Introducción a JavaScript
Funciones, Almacenamiento de datos en matrices, Introducción a los objetos, Objeto matemático, Una visión general más cercana a las cadenas, Typeof, Fallos y errores, Bloques de try catch, Valores indefinidos, nulos y vacíos, Resumen del módulo: Componentes fundamentales de un programa
Introducción a la programación funcional, Llamada a funciones y recursividad, Introducción al ámbito de aplicación, Alcance con var, let y const, Comparación de var, let y const, Introducción a la programación orientada a objetos, Clases, Herencia, Desestructuración de matrices y objetos, Bucles for-of y objetos, Trabajar con literales de plantilla, Estructuras de datos, Operador spread, Operador rest, Módulos de JavaScript, Manipulación del DOM de JavaScript, Selectores de JavaScript, Gestión de eventos, Notación de objetos de JavaScript: JSON, Resumen del módulo: Paradigmas de programación
Otros entornos de JavaScript: node y NPM, ¿Qué es una prueba?, Tipos de pruebas, Introducción a Jest, Escribir pruebas con Jest, TDD (Test-Driven Development, Desarrollo dirigido por pruebas), Resumen del módulo: Pruebas
Resumen: Desarrollo móvil y JavaScript, Enhorabuena por haber completado el curso Programación con JavaScript
Course: Implicaciones estratégicas de la marca
Modules:
Evolución de las estrategias de negocios, el acercamiento a la marca, Importancia de la identidad de la marca
Importancia de la diversidad de marcas, Aspectos relevantes de las marcas minoristas
Importancia de las agencias en el plan de lanzamiento, Evolución de la extensión de marca
Importancia en el proceso de Brand Stewardship, Importancia de la arquitectura de la marca
Course: Transgender Medicine for General Medical Providers
Modules:
Welcome Video & Module 1
Video for Module 2
Video for Module 3
Video for Module 4
Video for Module 5
Video for Module 6
Video for Module 7
Video for Module 8
Video for Module 9
Video for Module 10
Course: Claves para la innovación en la docencia universitaria
Modules:
Bienvenida y equipo docente
Nuevos escenarios de enseñanza y aprendizaje
Características y beneficios de las metodologías colaborativas de aprendi
Método de casos
Flipped Classroom
Aprendizaje basado en problemas
Gamificación
Tecnologías digitales en la docencia universitaria
Dimensiones, principios e impactos de la innovación docente
Evaluación final
Course: Visionary leadership, identity & motivation: Become a meaning maker
Modules:
Course welcome and introduction, Week 1 Outline, Meaningful work, Work design and meaning, Meaninglessness, Meaning through fit, Habit corner 1
Week 2 Outline, Framing, Symbolic representation, Rhetorical crafting, Creating meaning through social identity
Week 3 Outline, The neuroscience of meaning making, Creating meaning through voice and breath, Creating meaning through body language & posture, Creating meaning through stories
Week 4 Outline, Don’t be liked, be loved!, Be visionary, Be meaningful: Craft brand personality
Week 5 Outline, Creating meaning through brand elements, Brand logos and symbols, Measuring and monitoring brand based meaning making
Week 6 Outline, Managing meaning in a wider context: Alienation and work in capitalist society, A religious 'spirit of capitalism', A 'new spirit of capitalism'
Course: Neural Networks and Random Forests
Modules:
Course Intro, Module Intro, Neural Network Visualized, Loss Functions, Activation Functions
Module Intro, Introduction to TensorFlow and Keras, Deep Dive into Keras
Module Intro, Exploring Trees
Predicting Sepal Width
Course: Principes de base du support technique
Modules:
Présentation du programme, Qu'est-ce que l'IT ?, Rôle d'un spécialiste de l'assistance IT, Présentation du cours, De l'abaque au moteur d'analyse, Vers l'ordinateur moderne, Kevin : carrière professionnelle, Langage IT, Encodage de caractères, Système binaire, Comment compter en binaire, Abstraction, Présentation de l'architecture IT, Kevin : conseils pour le monde de l'IT
Présentation du module, Présentation du matériel IT, Programmes, CPU et mémoire, Joe : la diversité dans le secteur de l'IT, Processeur, RAM, Cartes mères, Stockage physique : disques durs, Alimentation électrique, Appareils mobiles, Batteries et systèmes de charge, Périphériques et ports, BIOS, Ben : compétences des spécialistes de l'IT, Assembler un ordinateur, partie 1 : installer le processeur, Assembler un ordinateur, partie 2, Assembler un ordinateur, partie 3, Réparer un appareil mobile, Un programme, de nombreuses opportunités
Présentation du module, Composants d'un système d'exploitation, Fichiers et systèmes de fichiers, Gestion des processus, Gestion de la mémoire et mémoire virtuelle, Gestion E/S, Interagir avec l'OS : espace utilisateur, Journaux, Processus de démarrage, Systèmes d'exploitation mobiles, Cindy : motivation et carrière professionnelle, Choisir un système d'exploitation, Machines virtuelles, Installer Windows 10, Installer Linux, Qu’est-ce que ChromeOS ?, macOS, Tri Ngo : obstacles et réussite dans le secteur de l'IT, Présentation de Qwiklabs
Présentation du module, Principes de base de la mise en réseau, Matériel de mise en réseau, TCP/IP, Le Web, Victor : premières expériences professionnelles, Histoire d'Internet, Limites d'Internet, Évolutions professionnelles, Impact, Internet des objets, Gian : son rôle dans l'équipe Android Security, Confidentialité et sécurité, Heather Adkins : empêcher les hackers d'entrer, Histoire d'apprentissage : Melinda
Présentation du module, La conception du logiciel : codage, écriture de script et programmation, Types de logiciels, Repenser l'abstraction, Recette de l'informatique, Phelan : apprendre l'informatique dans la Navy, Gestion des logiciels, Installation, mise à jour et suppression d’un logiciel sous Windows, Installation, mise à jour et suppression d’un logiciel sous Linux, Automatisation des logiciels
Présentation du module, Posez des questions, Isoler le problème, Remonter la piste, Commencer par l'étape la plus rapide, Les pièges à éviter lors du dépannage, Amir : qualités requises en assistance IT, Introduction aux compétences non techniques, Anatomie d'une interaction, Gérer les situations difficiles, partie 1, Gérer les situations difficiles, partie 2, Systèmes de gestion des demandes et documentation, Documenter les processus, Documentation dans les systèmes de gestion des demandes, Votre chance de réussite, Vous démarquer des autres, Préparation à l'entretien, À quoi s'attendre lors de l'entretien technique, Montrer la meilleure version de vous-même pendant l'entretien, Jeu de rôle d'entretien : service client, Conclusion du cours, Sabrina : la technologie peut ouvrir des portes, Félicitations !
Course: Select Topics in Python: Matplotlib
Modules:
Navigating Codio Assignments, How to Reset an Assignment in Codio, Jupyter and Matplotlib (optional download), Customizing Visualizations (optional download), Box Plots and Histograms (optional download)
Navigating Codio Assignments, How to Reset an Assignment in Codio, Line Charts and Area Chart (optional download), Scatter Plots and Bubble Charts (optional download), Pie and Donut Charts (optional download)
Navigating Codio Assignments, How to Reset an Assignment in Codio, Specialized Visualizations (optional download), Layout and Presentation (optional download), Animations (optional download)
Course: Practical Time Series Analysis
Modules:
Course Introduction, Week 1 Welcome Video, Getting Started in R: Download and Install R on Windows, Getting Started in R: Download and Install R on Mac, Getting Started in R: Using Packages, Concatenation, Five-number summary, Standard Deviation, Histogram in R, Scatterplot in R, Review of  Basic Statistics I - Simple Linear Regression, Reviewing Basic Statistics II More Linear Regression, Reviewing Basic Statistics III - Inference, Reviewing Basic Statistics IV
Week 2 Welcome Video, Introduction, Time plots, First Intuitions on (Weak) Stationarity, Autocovariance function, Autocovariance coefficients, Autocorrelation Function (ACF), Random Walk, Introduction to Moving Average Processes, Simulating MA(2) process
Week 3 Welcome Video, Stationarity - Intuition and Definition, Stationarity -  First Examples...White Noise and Random Walks, Stationarity - First Examples...ACF of Moving Average, Series and Series Representation, Backward shift operator, Introduction to Invertibility, Duality, Mean Square Convergence (Optional), Autoregressive Processes - Definition, Simulation, and First Examples, Autoregressive Processes - Backshift Operator and the ACF, Difference equations, Yule - Walker equations
Week 4 Welcome Video, Partial Autocorrelation and the PACF First Examples, Partial Autocorrelation and the PACF - Concept Development, Yule-Walker Equations in Matrix Form, Yule Walker Estimation - AR(2) Simulation, Yule Walker Estimation - AR(3) Simulation, Recruitment data - model fitting, Johnson & Johnson-model fitting
Week 5 Welcome Video, Akaike Information Criterion and Model Quality, ARMA Models (And a  Little Theory), ARMA Properties and Examples, ARIMA Processes, Q-Statistic, Daily births in California in 1959
Week 6 Welcome Video, SARIMA processes, ACF of SARIMA models, SARIMA fitting: Johnson & Johnson, SARIMA fitting: Milk production, SARIMA fitting: Sales at a souvenir shop, Forecasting Using Simple Exponential Smoothing, Double Exponential Smoothing, Triple Exponential Smoothing Concept Development, Triple Exponential Smoothing Implementation
Course: إمكانيات السوق وطلب السوق والحصة السوقية
Modules:
مفهوم السوق (Market Definition), أمثلة لشركات مختلفة, أهمية إمكانية السوق لأي شركة, مؤشر تطور السوق (Market Development Index), العوامل المؤثرة على قدرة الشركات على تلبية الاحتياجات, القوى المؤثرة على سرعة نمو الأسواق, دورة حياة المنتج وعلاقتها بالعوامل المختلفة الجزء الأول, دورة حياة المنتج وعلاقتها بالعوامل المختلفة الجزء الثاني, مقاييس أداء الحصة السوقية, كيفية احتساب نسب مقاييس أداء الحصة السوقية, الخاتمة
Course: Writing for Young Readers: Opening the Treasure Chest
Modules:
Writing for Young Readers - Promotional Video, Welcome to Writing for Young Readers, Introduction to Your Writing Identity, Your Writing Life - Part One, Your Writing Life - Part Two, You, Your Culture and Story, Cultural Myths and Legends, Viewpoint - Part One, Viewpoint - Part Two, Interview with Uma Krishnaswami -  Part One: 'the very young experience the world through their skins', Interview with Uma Krishnaswami -  Part Two: 'for me place and the people are inextricable', Interview with Uma Krishnaswami -  Part Three 'it came out in eight Indian languages', Interview with Uma Krishnaswami -  Part Four: 'I suddenly began to see the entire story', Interview with Apirana Taylor - Part One: 'I carried exercise books with me everywhere I went', Interview with Apirana Taylor - Part Two: 'I'm leaving something behind for future generations', Interview with Apirana Taylor - Part Three: 'one word is worth a thousand pictures', Interview with Apirana Taylor - Part Four: 'your ears are often your best editor', Module Summary Your Writing Identity
Introduction to Genre, Form, and Audience, Genre - Part One, Genre - Part Two, Form - Part One, Form - Part Two, Audience - Part One, Audience - Part Two, Interview with Finegan Kruckemeyer - Part One: 'it can be nice to write just for the sake of writing', Interview with Finegan Kruckemeyer - Part Two: 'my favourite authors have permeated my brain', Interview with Finegan Kruckemeyer - Part Three: 'it truly is a magical feeling', Module Summary Genre, Form, and Audience
Introduction to Structure, Character - Part One, Character - Part Two, Setting, Plot and Theme - Part One, Plot and Theme - Part Two, Language and Dialogue, Other Language Tools, Interview with Tololwa Mollel - Part One 'I let an idea simmer in my head', Interview with Tololwa Mollel - Part Two: 'let the story show you the way', Interview with Tololwa Mollel - Part Three: 'I give them their right to live as characters', Interview with Tololwa Mollel - Part Four: 'I really enjoyed the act of writing itself', Module Summary Structure
Introduction to Editing and Proofreading, Structural Editing - Part One, Structural Editing - Part Two, Structural Editing - Part Three, Copyediting and Proofreading - Part One, Copyediting and Proofreading - Part Two, Interview with Summer Edward - Part One: 'The story keeps telling itself in my mind', Interview with Summer Edward - Part Two: 'don't be afraid to cut', Interview with Summer Edward - Part Three: 'I practice silence', Module Summary Editing and Proofreading
Introduction to Publishing, Forms of Print Publishing, Forms of Digital Publishing - Part One, Forms of Digital Publishing - Part Two, Publishing Opportunities, Approaching Publishers, Interview with Victoria Azaro - Part One: 'every day I learnt something new', Interview with Victoria Azaro - Part Two: 'you need to wear lots of hats', Interview with Victoria Azaro - Part Three: 'I really draw from my culture', Interview with Victoria Azaro - Part Four: 'write from the heart', Where to From Here, Module Summary Publishing
Course: Introduction to Gemini for Google Workspace - 繁體中文
Modules:
Gemini 版 Google Workspace 簡介, 什麼是生成式 AI？, Gemini 版 Google Workspace 功能
Course: Data-driven Decision Making
Modules:
Specialization overview, Welcome to Data Driven Decision Making, What is Data Analytics?, Solving business problems using data analytics, Making business-defining decisions using data analytics, Why do you need a data and analytics framework?, The 4 aspects of the data and analytics framework, Data and analytics framework: tools and techniques, Make better and faster decisions with data and analytics, Data and analytics at PwC, Week 1 recap with Amity and Mike
The marketplace and emerging trends in big data analytics, Business impacts of technology advancements and data trends, What is Big Data?, PwC's perspective on big data, Data and analytics examples at PwC, Identifying, organizing and processing data, Week 2 recap with Amity and Mike
Types of data analysis techniques, The role of Excel, The role of SAS, The role of R, The role of Python, The Power of Visualization, The role of QlikView, Week 3 recap with Amity and Mike
Intro to Week 4 and Course Project, Course recap with Amity and Mike
Course: The Manager's Toolkit: A Practical Guide to Managing People at Work
Modules:
Welcome and Introduction part 1, Introduction part 2
Introduction and overview, The structured interview, The unstructured interview, Alternative to Interviews: tests and assessment centres, Other Varieties: Panels, Boards, telephone and virtual interviews
Leadership Session 1, Leadership session 2, Components of choice, Expected utility theory, How we actually make choices, How to improve decision making
An introduction to Performance Management, The Performance Management cycle, Performance Appraisal, Ways to evaluate individual performance, Designing a Performance Management system
Introduction and Overview, Just how important is pay as a motivator, Paying for Performance, Pay to Attract and Pay to Retain, The Impact of Individual and Situational Characteristics on the Impact of Pay as a Motivator, Can Pay Demotivate Employees?
The nature and causes of conflict in organisations, Introduction to managing conflicts at work, Organisational culture and knowledge, Team level and the Individual level