dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Disorders Due to Substance Use and Addictive Behaviors
Modules:
A Welcome Video From Your Instructor, Get Started With PsycLearn Essentials!, Metacognitive Checkpoints: Pause and Reflect on Your Learning
Overview of Disorders Due to Substance Use and Addictive Behaviors
Depressants’ Effects on Neurotransmission
Stimulants, Amphetamines, Cocaine, Nicotine, Caffeine, Stimulants’ Actions in the Brain, Hallucinogenic and Dissociative Drugs, LSD, Psilocybin, and MDMA, Dissociative Drugs, Inhalants, Key Takeaways: Stimulants, Hallucinogens, Dissociative Drugs, and Inhalant
Psychological Influences on Substance Use Disorders
Treating Substance Use Disorders with Medication, Medication Can be Used to Treat Substance Use Disorders, Antagonist Drug Effects in the Synapse, Agonist Drug Effects in the Synapse, Principles of Motivational Interviewing, Three Stages of Relapse
Disorders Due to Addictive Behaviors, Gambling Disorder, Gaming Disorder, Conclusion: Disorders Due to Substance Use and Addictive Behaviors, Key Takeaways: Disorders Due to Addictive Behaviors
Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms, Key Takeaways, Key Terms
Cumulative Quiz: Substance Use and Addictive Behaviors
Glossary, References, Contributors
Introduction to APA Resources, Student Resources, APA Style®, Research, and Writing, Students from Diverse Ethnic, Cultural, and Economic Backgrounds, Psychology Help Center, Psychology Careers, Careers and Internships at APA, Other APA Resources
Course: Writing Winning Resumes and Cover Letters
Modules:
The Real Purpose of a Resume, Focusing Your Resume, Identifying Relevant Competencies, Understanding 21st Century Competencies, Gathering Your Materials to Write, Understanding Applicant Tracking Systems
Writing Strong Accomplishment Statements, Using the Resume Skills Tier Method, Writing Summary Sections, Writing Objectives, Finding the Right Words, Using the Resume Dictionary and COCA
The Most Popular Resume Format, Other Popular Resume Formats, Two Special Resume Formats, Other Special Resume Formats, Electronic, Scannable and Internal Resumes, What You Should Never Put on a Resume
Powerhouse Cover Letters, Constructing the Letter, Creating a Sense of Urgency, The Follow-Up Letter
Course: Data Structures in C
Modules:
Part 1: Historical Context For Chapter 5 - Pointers and Functions
Part 2: Historical Context For Chapter 5 - Pointers and Arrays, Bonus: Traverse City Office Hours
Looking at Chapter 6 of K&R C Using a Poem, Part 1: Chapter 6 of K&R C - Structures (1978 Edition)
Part 2: Chapter 6 of K&R C - Structures (1978 Edition)
Course: An Introduction to Accessibility and Inclusive Design
Modules:
Welcome to An Introduction to Accessibility and Inclusive Design!
Module 1 Introduction, Disability Types, Demographics, and Theoretical Models, Visual Disabilities, Perspective on Visual Disabilities, Hearing Disabilities, Perspectives on Hearing Disabilities, Mobility Disabilities, Perspective on Mobility Disabilities: Kathleen Downes, Perspective on Mobility Disabilities: Allison Boot, Cognitive Disabilities, Perspective on Cognitive Disabilities, Disability Etiquette
Module 2 Introduction, The Legal Landscape and the Workplace, Timothy Nugent: The Game Changer, Accessibility Policy at Illinois, Instructional Designer: Tania Heap, Instructor: Lawrence Angrave, Senior ICT Specialist: Julie Romanowski, Web Developer: Tim Offenstein, Text Conversion Services, Captioning Services, Accessible Document Design Services, Testing Accommodations
Module 3 Introduction, The Seven Principles of Universal Design, Universal Design for Learning, Guidelines: WCAG 2.0 and POUR principles, Universal Design for Instruction: Sheryl Burgstahler, Perspective on Universal Design: Jon Gunderson, Perspective on Universal Design: Hadi Rangin
Module 4 Introduction, HTML Basics: Structuring Content, HTML Basics: Logical structure (Headings and Lists), HTML Basics: Tables & Links, HTML Basics: Images, Charts, and Graphs, Accessible Word Documents: Styles, Accessible Word Documents: Logical Document Structure, Accessible Word Documents: Tables, Accessible Word Documents: Images, Accessible Word Documents: Links, Accessible Word Documents: Color Contrast, Accessible Word Documents: Document Properties, Accessible Word Documents: Accessibility Checker, JAWS Screen Reader Reading Accessible Word Document, Accessible PDF Documents, Accessible PowerPoint Documents: Overview and Major Issues, Accessible PowerPoint Documents: Best Practices for Making PowerPoint More Accessible, Accessible PowerPoint Documents: Creating Accessible Charts and Graphs, Captioning and Audio Description, Complex Images, Animations, Accessible STEM Content, Tools for Evaluating Accessibility, Joining a Community of Practice, Certificate Programs: IADP, IAAP Certifications
Course: Nursing Informatics Training and Education
Modules:
Welcome, The Who What When Were and Why of Nursing Informatics Training and Education
Leadership Cultures and Skills for Training and Educating Others
Choosing resources for training and educating others
Course Development-1, Course Development-2, Course Development-3, Course Development-4
Best Practices for Mentors and Coaches
Course: Health Behavior Change: From Evidence to Action
Modules:
1.1 - Course Intro and Bio of Dr. White, 1.2 - Course orientation, 1.3 - Week 1 Introduction, 1.4 - Definition of Health, 1.5 - Challenges to embracing social and behavioral factors, 1.6 - Leading Causes of Death, 1.7 - The Health Belief Model, 1.8 - Behaviorism, 1.9 - Prompting, 1.10 - Stimulus Control, 1.11 - Boosting Behavioral Compliance, 1.12 - Conclusion
2.1 - Week 2 Introduction, 2.2 - The Importance of Diet, 2.3 - Junk Food, 2.4 - Nutrition Interventions, 2.5 - Nutrition Intervention Studies, 2.6 - Week 2 Conclusion
3.1 - Week 3 Introduction, 3.2 - Obesity, 3.3 - The Look Head Trial and Personal Responsibility, 3.4 - Food Marketing, 3.5 - Health Halos, 3.6 - Optimal Defaults in Reducing Obesity, 3.7 - Week 3 Conclusion
4.1 - Week 4 Introduction, 4.2 - What is Physical Activity, 4.3 - Measuring Physical Activity, 4.4 - Health Benefits of Exercise, 4.5 - Physical Inactivity, 4.6 - Media Analysis, 4.7 - Week 4 Conclusion
5.1 - Week 5 Introduction, 5.2 Factors Contributing to Regular Physical Activity, 5.3 - Physical Activity in Older Adults, 5.4 - Physical Activity Interventions, 5.5 - Social Interventions, 5.6 - National Physical Activity Plan, 5.7 - Challenges to Physical Activity Promotion, 5.8 - Physical Inactivity as Target for Intervention, 5.9 - Week 5 Conclusion
6.1 - Week 6 Introduction, 6.2 - What is Mental Health?, 6.3 - Impact of Mental Health Disorders, 6.4 - The Public Health Model and Risk Factor, 6.5 - Prevention Issues, 6.6 - Depression, 6.7 - Impact of Depression and Treatment, 6.8 - Effective Treatment and CBT, 6.9 - Week 6 Conclusion
7.1 - Week 7 Introduction, 7.2 - Positive Affect and Health, 7.3 - The Impact of Humor, 7.4 - Anxiety Disorders, 7.5 - Stress and Health, 7.6 - Stress Reduction Interventions, 7.7 - Week 7 Conclusion
8.1- Week 8 Introduction, 8.2 - Introduction to Study 1, 8.3 - Nutrition Summary and Results of Study 1, 8.4 - Mental Health Summary and Results of Study 1, 8.5 - Physical Activity Summary and Results of Study 1, 8.6 - Limitations and Benefits of Study 1, 8.7 - Introduction to Study 2, 8.8 - Nutrition Summary and Results of Study 2, 8.9 - Mental Health Summary and Results of Study 2, 8.10 - Physical Activity Summary and Results of Study 2, 8.11 - Perceptions of Health - Study 2, 8.12 - Lessons Learned, 8.13 - Week 8 Conclusion, 8.14 - Final Words
Course: Azure Network Services
Modules:
Course Introduction: Azure Network Services, Module Introduction: Azure Virtual WAN, Azure Virtual WAN, Azure Virtual WAN Demo, Azure Virtual Hub, Azure Virtual Hub Demo, Site to Site Connectivity using WAN Demo(Part1), Site to Site Connectivity using WAN Demo(Part2), Site to Site Connectivity using WAN Demo(Part3), Site to Site Connectivity using WAN Demo(Part4), Point to Site Connectivity using WAN Demo(Part1), Point to Site Connectivity using WAN Demo(Part2), Point to Site Connectivity using WAN Demo(Part3), How to Generate Certificate P2S Connectivity, Conclusion: Azure Virtual WAN
Module Introduction: Azure ExpressRoute, Azure Express Route, Express Route Direct vs Service Provider, Establishing ExpressRoute Circuit (Part1), Establishing ExpressRoute Circuit (Part2), Express Route Peering (Part1), Express Route Peering (Part2), ExpressRoute Peering Demo, Troubleshoot Express Route Connection Issues, Monitoring Express Route, Conclusion: Azure ExpressRoute
Introduction: Azure DNS, What is Azure DNS, What is a DNS Zones?, What is a DNS Delegation?, What is a DNS Record set?, Setup Public DNS Demo, DNS resolution in Azure Virtual Networks, Private DNS Zones, Private DNS Zones Demo (Part1), Private DNS Zones Demo (Part2), Conclusion: Azure DNS
Introduction: Azure Network Security Best Practices, Azure Network Security Best Practices Part 1, Azure Network Security Best Practices Part 2, Security Design Principles, What is Azure Bastion?, SKU of Azure Bastion, Azure Bastion Demo, Adaptive Network Hardening, Adaptive Network Hardening Walkthrough, What is a Azure Private Link?, What is a Private Endpoint?, Private Link Service, Azure Private Link Demo (Part1), Azure Private Link Demo (Part2), Azure Private Link Demo (Part3), Conclusion: Azure Network Security Best Practices, Conclusion: Azure Network Services
Course: Algebra: Elementary to Advanced - Polynomials and Roots
Modules:
Introduction to Exponentials, Exponential Equations
Algebra of Polynomials, Graphing Polynomials
Square and Cube Roots, Pythagorean Theorem
Applications
Final Exam: Intermediate Algebra
Course: Speaking and Presenting: Poise
Modules:
Hold People’s Attention, P-R-O-D-U-C-T, Poise, The Virtue of Clarity, Being in Public, Charisma, Speaking Stories: LBJ, Speaking Stories: Winston Churchill, Speaking Stories: RBG
Speaking Studies: Teachers, Speaking Studies: Comedians, Speaking Studies: Perfect Pause
Rhythm, More Saving. More Doing, If You See Something, Say Something, Parallel Structure, The Rule of Three, Same, Same, Kind of Different, Verbal Technology, Women’s Suffrage, Slavery, Suffrage and Slavery
Speaking Studies: What Makes it Great?, Speaking Studies: Creating Power, Speaking Studies: Classical English Rhetoric
Course: Entreprise et changement climatique
Modules:
Introduction générale, Introduction module 1: s'approprier les enjeux, 1. Comprendre le changement climatique, 2. Temporalité et ampleur de la tâche, 3. L’avenir est-il écrit ?, Partie 1 : Les modèles d’évaluation intégrée, Partie 2 : Taxe carbone et internalisation du coût social du carbone, Relations de confiance, méfiance et défiance dans l’écosystème des Community Energy au Royaume-Uni, Champagne Drappier et Comité Champagne, Essilor, BNP Paribas, Saint-Gobain, ENGIE, Kering, Prenons du recul
Introduction module 2: manager la transition énergétique, 4. Piloter la transition énergétique en entreprise, 5. Elaborer une empreinte carbone, 6. Mettre en oeuvre un plan d’action, Pourquoi et comment les entreprises peuvent-elles orienter leurs clients vers des comportements vertueux en termes de changement climatique ?, Empreinte carbone et supply chain, mesurer et agir sur l’ensemble de la chaîne de valeur, Champagne Drappier et Comité Champagne, Essilor, BNP Paribas, Saint-Gobain, Orange, Renault, Prenons du recul
Introduction module 3: financer la transition énergétique, 7. Les besoins d’investissements, 8. Stratégie pour les acteurs financiers, 9. Nouveaux produits, Comment le droit et la régulation amènent-ils la finance à se mettre au service de la transition?, Le financement de la transition énergétique par l’apport de fonds propres : zoom sur sur la prise en compte des critères ESG dans l’asset management et sur le crowdfunding citoyen, Champagne Drappier et Comité Champagne, Essilor, BNP Paribas, Saint-Gobain, AXA, Crédit Agricole, Prenons du recul
Introduction module 4: faire évoluer son business model, 10. Analyse scénario, 11. Risques physiques, Cleantech entrepreneurship, les opportunités d’innovation, Rôle et responsabilité d’un acteur de l’enseignement supérieur en management:  l'engagement de l’ESSEC, Champagne Drappier et Comité Champagne, Essilor, BNP Paribas, Saint-Gobain, Total, Schneider Electric, Prenons du recul
Course: Machine Learning Operations (MLOps): Getting Started - 한국어
Modules:
과정 소개
MLOps 소개 - MLOps를 도입해야 하는 이유와 시기, 머신러닝(ML) 실무자의 고충, ML의 DevOps 개념, ML 수명 주기, ML 프로세스 자동화
Vertex AI란 무엇이며 통합 플랫폼이 중요한 이유는 무엇인가요?, Vertex AI에서의 MLOps 소개, Vertex AI는 MLOps 워크플로를 어떻게 지원하나요(1부)?, Vertex AI는 MLOps 워크플로를 어떻게 지원하나요(2부)?, 실습 소개 Vertex AI: Qwik Start
요약
Course: Mathematical Thinking in Computer Science
Modules:
Promo Video, Proofs?, Proof by Example, Impossibility Proof, Impossibility Proof, II and Conclusion, One Example is Enough, Splitting an Octagon, Making Fun in Real Life: Tensegrities (Optional), Know Your Rights, Nobody Can Win All The Time: Nonexisting Examples
Magic Squares, Narrowing the Search, Multiplicative Magic Squares, More Puzzles, Integer Linear Combinations, Paths In a Graph, Warm-up, Subset without x and 100-x, Rooks on a Chessboard, Knights on a Chessboard, Bishops on a Chessboard, Subset without x and 2x, N Queens: Brute Force Search, N Queens: Backtracking: Example, N Queens: Backtracking: Code, 16 Diagonals
Recursion, Coin Problem, Hanoi Towers
Intro, Examples and Counterexamples, Logic, Summary, Reductio ad Absurdum, Balls in Boxes, Numbers in Tables, Pigeonhole Principle, An (-1,0,1) Antimagic Square, Handshakes
Double Counting, `Homework Assignment' Problem, Coffee with Milk, More Coffee, Debugging Problem, Termination, Arthur’s Books, Even and Odd Numbers, Summing up Digits, Switching Signs, Advanced Signs Switching
The Rules of 15-Puzzle, Permutations, Proof: The Difficult Part, Mission Impossible, Classify a Permutation as Even/Odd, Bonus Track: Fast Classification, Project: The Task, Quiz Hint: Why Every Even Permutation Is Solvable
Course: Pentesting Fundamentals for Beginners
Modules:
Course Overview
Create a Virtual Install of Kali Linux, Create a Virtual Install of Windows 10, Create a Virtual Install of Metasploitable2 Using VirtualBox, Create a Virtual Install of Metasploitable3 Using VirtualBox, Create a Virtual Install of OWASP, Taking a Snapshot of Your Current Configuration
Scoping the Engagement, Statement of Work (SOW) Document, Rules of Engagement (ROE) Document, Master Service Agreement (MSA), NDA, Pentesting Final Report
Overview of MITRE ATT&CK Framework, Overview of the NIST Pentesting Framework, Overview of the Penetration Testing Execution Standard (PTES)
Introduction to Nmap, Nmap Service and Open Port Scan, Nmap OS Detection, Nmap Service and Version Detection, Nmap Host Discovery, Nmap Scripting Engine (NSE), Analyzing Nmap Results
Perform a Vulnerability Scan Using OpenVAS
Using Banner Grabbing to Aid in Reconnaissance, Enumerating Windows 10 Using WinPEAS
Creating a Persistent Backdoor Using Service Persistence, Create a Windows Reverse Shell Using PowerShell, Launch a Graphic Console Window Using SSH and XTERM.mp4
Window 7/10 Privilege Escalation Using UAC Bypass, Verify Windows Privilege Escalation: Unquoted Service Path, Windows Privilege Escalation Unquoted Service Path
Overview of OWASP Top 10, Assemble Fake TCPIP Packets Using Hping3, Identify Active Network Hosts and Services Using Nmap, Perform a Vulnerability Scan Using OWASP Zed Attack Proxy
Configuring BurpSuite as a Proxy.pdf, Web Application Firewall Detection Using WAFW00F, Perform a SQL Injection Attack Using SQLmap, Exploit Vulnerable Web Applications Using Command Injection, Exploiting HTTP PUT Method, Brute Forcing WordPress Password
Compiling Exploit Code for Linux Using GCC, Prepare a Windows OVA file for your Virtual Lab Environment, Cross Compiling Windows Exploits Using Mingw-w64
Local File Inclusion Using Kali Web Shells PHP Scripts, File Transfer Using HTTP and PowerShell's WebClient Object, Python3 SimpleHTTPServer, String Slicing Using Python, Disable Windows 10 UAC Using PowerShell
Course: Healthcare Innovation: What Does Success Look Like and How to Achieve It?
Modules:
Welcome to Global Health Innovation, Factors affecting adoption of an innovation, Robotic surgery: Interview with Hutan Ashrafian, The Brazilian Family Health Strategy: Interview with Antonio Ribas
Organisation features that affect adoption of an innovation, Characteristics of people that affect the adoption of an innovation
The importance of country of origin in marketing: Interview with Simon Holt (advertising executive)
Challenges for clinicians adopting innovations: Interview with Prof James Barlow, How can engagement be secured - the case of the Arbutus drill, Why innovations fail: Interview with Prof James Barlow
Course: Essentials in Clinical Simulations Across the Health Professions
Modules:
Welcome!, Essential Elements in Getting Started with Clinical Simulations, The Essentials Needed in Building a Simulation-Based Program, Concepts and Educational Activities Promoting Simulations and Safe Patient Care
INACSL Standards of Best Practice:  Simulation, INACSL Standard of Best Practice:  Simulation Design & Outcomes and Objectives, INACSL Standards of Best Practice: Simulation Professional Integrity and Facilitation, INACSL Standards of Best Practice:  Simulation on Operations, Debriefing, Participant Evaluation,  and Simulation-Enhanced Interprofessional Education
Integrating Simulation in the Curriculum:  Best Practices, Curriculum Development and Key Concepts
Simulation Operations, Strategic Planning for Simulation Centers, Potential Revenue Sources, Budget, Assets and Resources, Personnel Needs and Support
The Basics of Debriefing in Simulation, Communication Strategies for Simulation Debriefing, Using Debriefing Methods in Simulation
Kirkpatrick’s Framework for Evaluation, Evaluating the Simulation, Evaluation of the Learner, Evaluation of the Simulation Program
Terminology, Standards, and the Role of SPs in Simulation, Writing SP Cases, Recruiting SPs and Training Them for Role Portrayal, SP Program Management and SP Educator Professional Development
Course: Building Microservices API in Go
Modules:
Welcome to the Course, Getting Started
Hello World, JSON Encoding, XML Encoding, Refactoring and Go Modules, gorilla/mux
Introduction to Hexagonal Architecture, Implementing Hexagonal Architecture, Database Adapter, Error Handling Part 1, Error Handling Part 2, Refactor Error Handling, Assignment 1: Fix GetAllCustomers API, Assignment Solution: Fix GetAllCustomers API, Assignment 2: Enhance GetAllCustomers API, Assignment Solution: Enhance GetAllCustomers API, Structured Logging, Sqlx, Data Transfer Object, Application Configuration, New Bank Account: Part 1, New Bank Account: Part 2, Assignment 3: Make a Transaction in Bank Account, Assignment Solution: Make a Transaction in Bank Account
Securing Application, JWT Tokens, Auth Server: Login API, Auth Server: Verify API
Unit Testing: State-Based Test, Unit Testing: Testing Routes, Unit Testing: Testing Services
Introduction, Logger and AppError as Go Module, banking-lib Module in Banking API, banking-lib Module in Banking Auth, Refactoring the Verify API, Refresh Token: Introduction, Generating Refresh Token: Part 1, Generating Refresh Token: Part 2, Refreshing an Access Token
Course: Building Resilient Streaming Systems on GCP em Português Brasileiro
Modules:
O que é streaming?, Desafio nº 1: volumes variáveis exigem que a ingestão seja escalonável e tolerante a falhas, Desafio nº 2: a latência já é esperada, Desafio nº 3: necessidade de insights instantâneos, Discuta alguns casos de streaming
O que é o Pub/Sub?, Como funciona: tópicos e assinaturas, Visão geral do laboratório, Demonstração e recapitulação do laboratório
Dataflow Streaming, Desafios no processamento de streaming, Criar um canal de processamento de streaming para dados de tráfego em tempo real, Processamento de dados atrasados: marcas-d'água, acionadores, acumulação, Visão geral do laboratório, Demonstração e recapitulação do laboratório
Análise e painéis de streaming, Visão geral do laboratório, Demonstração e recapitulação do laboratório
Capacidade e latência, Bigtable: NoSQL com grande capacidade, rapidez e escalonamento automático, Como ingerir dados no Bigtable, Como desenvolver para o Bigtable, Como fazer streaming no Bigtable, Demonstração e recapitulação do laboratório, Considerações sobre desempenho, Resumo da engenharia de dados na especialização no GCP
Course: Data Science in Health Technology Assessment
Modules:
Introduction, Comparators, Scope of the evaluation, Type of costs, Perspective, Discounting, Type of analyses, Cost-effectiveness and cost-utility analyses, QALYs, ICER, Other decision elements, Summary
Introduction, Definition of Health And Patient Reported Outcomes, Quality of Life Measurement, Health Related Quality of Life Instruments, Utility, Valuation Techniques, Preference Based Instruments, QALYs, Summary
Introduction, Decision Modelling, Decision Trees, Markov Models, Sensitivity Analyses, Summary
Course: 高级数据结构与算法
Modules:
专项课程介绍, 本门课程介绍
排序问题的基本概念, 插入排序, 选择排序, 交换排序
归并排序, 分配排序, 静态基数排序, 链式基数排序, 索引排序, 算法性能分析（基本掌握，不要求理论分析）
文件组织, 外排序算法
检索的基本概念, 线性表索引, 集合的检索, 散列函数, 散列冲突处理, 散列实现及散列效率
静态索引, 倒排索引, B 树, B+ 树, 位索引技术, 红黑树
多维数组, 广义表, 存储管理
Trie 树, AVL树的概念与插入操作, AVL树的删除操作和性能分析, 伸展树
祝贺结课！我们在毕业项目中等你哦！
Course: Machine Learning Operations (MLOps): Getting Started
Modules:
Course introduction
Introduction to MLOps-Why and when to employ MLOps, Machine learning (ML) practitioners’ pain points, The concept of devOps in ML, ML lifecycle, Automating the ML process
What is vertex ai and why does a unified platform matter?, Introduction to mlops on vertex ai, How does vertex ai help with the mlops workflow, part 1?, How does vertex ai help with the mlops workflow, part 2?, Getting Started with Google Cloud Platform and Qwiklabs, Lab introduction Vertex AI: Qwik Start
Summary
Course: Toxicology 21: Scientific Applications
Modules:
Welcome to Module 1, Course Introduction, Introduction, Center for Alternatives to Animal Testing, Toxicology of the Fifteenth to Twentieth Centuries, Toxicology for the Twenty-First Century, Historical Perspective, The First Report: Toxicity Testing for Assessment of Environmental Agents, The Second Report: Toxicity Testing in the 21st Century: A Vision and A Strategy Vision and Its Components, The Second Report: Toxicity Testing in the 21st Century: A vision and A Strategy Implementation
Welcome to Module 2, Adverse Outcome Pathways (AOPs), Exposure-Based Chemical Prioritization, ER Bioactivity Model, US EPA Endocrine Disruptor Screening Program (EDSP), Modeling of Hazard and Organ Manifestation, Building a Signature for Vascular Disruption, Testing the Vascular Disruption Signature, Virtual Tissue Model: Vascular Development, Functional Vascular Development Assays
Welcome to Module 3, Mechanistic Toxicology and Pathway Mapping at the Basics of 21st Century Toxicology, The Concept of the Human Toxome Project, Concept and Tool Devlopment, Progress, Conclusions and Prospectives, Introduction: What Is a Pathway of Toxicity, and Why Do We Need Them?, Omics Technologies and High-Throughput Data, Interpreting Omics Data, Using Network Approaches to Understand Toxicity Mechanisms
The Need, and Opportunity, for a New Approach to Toxicology, Including Predictive Tools, The Concept of Toxicological (Biological) Pathways, e.g., “Adverse Outcome Pathways,” Is the Basis of Predictive Toxicology, Introduction to the OECD AOP Framework, Building, Evaluating, and Using AOPs in Safety Decisions, Online Tools Available to Everyone, Including an Online AOP Course, Welcome to Module 4, Introduction to Read-Across, Good Read-Across Practice, Supporting Read-Across with Biological Data, Creating a Database of Toxicity, Creating an Automated Tool for Read-Across, Cell Sources for In Vitro Models, Monolayer Cultures, Advanced Cell Cultures: Microphysiological Systems (MPS), 3D Cultures, Microfluidics, Organ-on-Chip, Body-on-Chip, Good Cell Culture Practice
Welcome to Module 5, MicroRNA and Epigenetics, Epigenetics and Environment, MicroRNA: Biogenesis and Functions, Role of MicroRNA in Development, MicroRNA in Toxicology
Welcome to Module, Physiologically Based Biokinetic Modeling, Application of QIVIVE to in Vitro Testing, Challenges for Conducting QIVIVE, Quantitative in Vitro to in Vivo Extrapolation, Definition of Biometry/Biostatistics and Revisiting Some Statistical Basics, Types of Tox21 Data and Data Mining of External Data Sources, Bioinformatics Tools for the Interpretation of Tox21 Data
Welcome to Module 7, Why Integrated Testing Strategies?, What is an Integrated Testing Strategy?, How to Compose Integrated Testing Strategies, Strategies for Integrated Testing Strategies, Quality Assurance of integrated Testing Strategies, Legal Background, Economic Background, Tox-21c for Drug Safety, Green Toxicology as Non-regulatory Tox-21c Approaches, Conclusions and Prospects
Course: Gemini for Cloud Architects - Français
Modules:
Présentation de Gemini pour les architectes cloud, Créer des clusters GKE avec Gemini, Concevoir des applications Web avec Gemini
Course: Rastreo de los contactos de la COVID-19
Modules:
Virus SARS-CoV-2, Evolución natural del SARS-CoV-2, Factores de riesgo de enfermedad grave, Cómo se diagnostica la COVID-19, Propagación del SARS-CoV-2, Por qué es importante detener la propagación, Resumen de la COVID-19
Rastreo de los contactos para la prevención de la COVID-19, Las definiciones de caso, contacto, aislamiento y cuarentena, Cómo se calcula la duración del aislamiento y de la cuarentena, Cómo identificar situaciones de alto riesgo, Resumen
Los pasos básicos, Cómo cumplir con las llamadas básicas a casos y a contactos, Resumen
Rastreo de los contactos como herramienta común de salud pública, Cuáles son las definiciones de Privacidad, Confidencialidad y de otros términos sobre ética, Cómo equilibrar el Bien común con la Privacidad, la Autonomía y la Confidencialidad, El fundamento del uso de la tecnología para el rastreo de contactos, Ejemplos de tecnología que se usa en cada paso, Resumen
La importancia del entendimiento, Consejos para lograr una comunicación eficaz, Tipos de preguntas y cuándo usarlas, Escucha activa: Cómo ayudar a las personas a sentirse escuchadas, Reunir todo en un solo marco de comunicación, Problemas y consejos frecuentes, Cómo aceptar la complejidad, Cómo abordar complejidades del proceso, Cómo abordar complejidades con la gente, Cómo abordar complejidades del contexto, Resumen
Instrucciones de la evaluación final (Lea detenidamente ANTES de realizar la evaluación final).
Course: Introducción a las bases de datos
Modules:
Introducción al programa, Introducción a las bases de datos, Un día en la vida de un ingeniero de bases de datos, ¿Qué es una base de datos?, ¿Cómo se relacionan los datos?, Tipos alternativos de bases de datos, ¿Qué es el lenguaje de consultas estructurado?, Uso de SQL, Ventajas de SQL, Introducción a la sintaxis SQL, ¿Qué son las tablas en las bases de datos?, Tipos de claves en una tabla de base de datos, Resumen del módulo: Introducción a las bases de datos
Tipos de datos numéricos, Tipos de datos de cadena, Valores predeterminados, Base de datos CREATE y DROP, Sentencia CREATE TABLE, Sentencia ALTER TABLE, Sentencia INSERT, Sentencia SELECT, Sentencia INSERT INTO SELECT, Actualización de datos, Eliminación de datos, Resumen del módulo: Operaciones de creación, lectura, actualización y eliminación (CRUD)
Operadores aritméticos SQL, Operadores en uso, Operadores de comparación SQL, Cláusula ORDER BY, Cláusula WHERE, Cláusula SELECT DISTINCT, Resumen del módulo: Operadores SQL y ordenación y filtrado de datos
Esquema de la base de datos, Esquema en uso, Tipos de esquema de base de datos, Relaciones de tablas, Clave primaria, Clave externa, Búsqueda de entidades, ¿Qué es la normalización de bases de datos?, Primera forma normal 1NF, Segunda forma normal 2NF, Tercera forma normal 3NF, Resumen del módulo: Diseño de bases de datos
Resumen del curso: Introducción a las bases de datos, Felicitaciones. Ha completado la Introducción a las bases de datos.
Course: Entendiendo la depresión a lo largo del ciclo vital
Modules:
Introducción al curso, Generalidades de la Depresión, Diferencia entre Depresión y Tristeza, La Depresión desde una Mirada de Salud Pública, Generalidades del Suicidio, Generalidades del Duelo, Mitos y verdades acerca de la depresión, ¿Cómo evaluar a un paciente con depresión y/o ideas suicidas?
Trastorno Depresivo en Niños y Adolescentes, Mitos y verdades acerca de depresión infantil, Un problema de salud pública, Cómo entrevistar a un niño y su familia
La depresión y la enfermedad médica, El diagnóstico de depresión en el paciente médicamente enfermo, Prevalencia de la depresión en la enfermedad médica general, Impacto de la depresión en el paciente médicamente enfermo, Generalidades de la Depresión Postparto
Terapias y tratamientos, Epigenética, Diferentes tipos de psicoterapia, Estilos de Vida Saludable
Course: Corporate Entrepreneurship
Modules:
Welcome, Innovation... what are we talking about?, From Innovation to Corporate Entrepreneurship
Corporate entrepreneurship and the strategy, Entrepreneurial culture in the company
The actors of Corporate Entrepreneurship, How to structure a Corporate Entrepreneurship program?
Entrepreneurial organizations: from the idea to the practice, Evaluating Corporate Entrepreneurship
Course: Breastfeeding and Adequate Substitutes
Modules:
Infant Nutrition: An Introduction
Unit 1 Introduction:  Breastmilk Composition and Health Benefits, The Infant's Breastmilk Shield, Breastfeeding and Cognitive Development, Mothers also Enjoy Benefits from Breastfeeding, Anatomy & Physiology of Breastfeeding, Human Milk:  Functional Food for Babies - Part I:  Macronutrients, Human Milk:  Functional Food For Babies - Part II:  Micronutrients, Human Milk:  Functional Food for Babies - Part III:  Bioactive Components, The Perfect Match:  How Lactation Adapts to the Infant’s Needs
Unit 2 Introduction:  The Practice of Breastfeeding, Breastfeeding Basics:  Recommendations From a Lactation Consultant, Breastfeeding Challenges, Expressing and Storing Breastmilk, Situations in which Breastfeeding is Put at Risk, Feasibility of Breastfeeding with Maternal and Infant Diseases, Breastfeeding Status Around the World
Introduction: Breastmilk Substitutes (BMS), Supporting Families Who Feed Breastmilk Substitutes to Their Infants, The Composition of BMS to Approximate Human Milk Benefits, Different Types of BMS, BMS - Effects on Infant’s Health & Consequences of Late Bottle Weaning, The Importance of Accurate & Hygienic BMS Preparation, Correct BMS Preparation & Bottle Feeding Practices, Marketing of Breastmilk Substitutes
Key Messages & Final Words
Course: JavaScript Programming Essentials
Modules:
Course Introduction, Introduction to Development Concepts, Introduction to JavaScript and ES6, Data Types and Variables, Operators and Expressions, Control Flow and Conditional Statements, Looping and Iteration, Introduction to Functions and Types of Functions, ECMAScript Function Syntax and Return Statement, Function Closure and Function Hoisting, Events in JavaScript
Introduction to Arrays, Manipulating and Iterating Arrays, Array Methods, Working with Two-Dimensional Arrays, Classes and Objects in JavaScript, Accessing Object Properties, Introduction to String and String Manipulation, Introduction to Math and Date Objects
Introduction to Debugging in JavaScript, Introduction to the Document Object Model (DOM), Manipulating DOM Elements, Introduction to Browser Object Model (BOM), Traversing the DOM, Styling DOM Elements
Introduction to JSON, Introduction to Async and Sync Execution, Introduction to AJAX (Asynchronous JavaScript and XML), Http Requests with XMLHttpRequest (XHR), Understanding Promises for API, Understanding the fetch() API, Introduction to Axios
Project Overview
Course: Architecting with Google Kubernetes Engine: Production en Français
Modules:
Présentation du cours, Premiers pas avec Google Cloud Platform et Qwiklabs
Présentation, Authentification et autorisation, Cloud IAM, Types de rôles IAM, Kubernetes RBAC, Associer les rôles, Sécurité du plan de contrôle Kubernetes, Sécurité des pods, Appliquer les règles concernant la sécurité des pods, Présentation de l'atelier, Coursera : Premiers pas avec Google Cloud Platform et Qwiklabs, Présentation de l'atelier, Récapitulatif
Présentation, Suite des opérations de Google Cloud, Principes de base de la journalisation, Journalisation avec Kubernetes, Surveillance, Présentation de l'atelier, Vérifications, Présentation de l'atelier, Récapitulatif
Présentation, Utiliser les services Google Cloud, Utiliser les API, Utiliser Cloud Storage, Utiliser des bases de données Google Cloud, Bigtable, Firestore, Cloud SQL, Cloud Spanner, BigQuery, Présentation de l'atelier, Arbre de décision, Récapitulatif
Présentation, Présentation des pipelines CI/CD, Spectre des pipelines CI/CD, Exemples d'outils CI/CD, Présentation de l'atelier, Solution de l'atelier, Exemples de pipelines, Exemples d'architectures CI/CD, Récapitulatif
Course: Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I:  Concepts
Modules:
Matematik Nedir, Matematiğin Ana Dalları, Üniversitede Mühendislik ve Fen Bilimlerindeki 4 Temel Ders, Fonksiyon Nedir? Dersin Konuları, Türev ve Entegralin Yaşamdaki Yeri, Konumuzun Gerektirdiği Ön Bilgiler, Vektörlerin Geometride ve Cebirdeki Tanımları, Vektörlerin İç Çarpımı ve Vektör Çarpımı, Vektör Çarpımlarının Özellikleri, Çözümlü Örnekler ve Ödevler
Uzayda Vektörler, Üçlü Vektör Çarpımı ve Geometrideki Karşıtı, Çözümlü Örnekler ve Ödevler, Uzayda Doğrular ve Düzlemler, Çözümlü Örnekler ve Ödevler, Vektör Fonksiyonları ve Uzayda Eğriler, Düzlemde Eğriliğin Hatırlatılması, Çözümlü Örnekler ve Ödevler
Düzlemde Teğet ve Dik Vektörlerin Hatırlatılması,  Çözümlü Örnekler ve Ödevler, Uzay Eğrileri Yay Uzunluğu Cinsinden Eğrilik, Burulma, Teğet Vektör, Dik Vektör ve İkinci Dik Vektör, Fresnet Formülleri, Uzay Eğrileri Vektör Fonksiyonun Parametresi Cinsinden Eğrilik, Burulma, Teğet Vektör, Dik Vektör ve İkinci Dik Vektör, Çözümlü Örnekler ve Ödevler, Uzay Eğrileri Boyunca Entegraller, İki Değişkenli Sayısal Fonksiyonların Görsel Olarak Anlaşılması, Fonksiyonların Açık, Kapalı ve Parametrik Gösterimleri, Silindir Yüzeyleri ve Dönel Yüzeyler, İki Değişkenli ve İkinci Derece Fonksiyonların Temel Yapıları ve Görsel Karşıtları
İki Değişkenli Özel Bir Fonksiyon Türü Olarak Karmaşık Değerli Fonksiyonlar, Tek Değişkenli Fonksiyonlarda Türev ve Entegralin Hatırlatılması, İki Değişkenli Fonksiyonlarda Kısmi Türev Tanımı, Çözümlü Örnekler ve Ödevler, Kısmi Türevin 3 ve n Değişkene Genellenmesi, İki Değişkenli Fonksiyonlarda İki Katlı Entegral, İki Katlı Entegrallerde Özellikler, Çözümlü Örnekler ve Ödevler, Çok Katlı Entegralin 3 ve n Değişkene Genellenmesi, Türev ve Entegral Her Zaman Hesaplanabilir Mi? Limit Kavramının Gereği, Çözümlü Örnekler ve Ödevler
İki Değişkenli Fonksiyonlarda Teğet Düzlem, Çözümlü Örnekler ve Ödevler, Teğet Düzlemle Yaklaşık Hesaplamalar, Sonsuz Küçük (Diferansiyel) Kavramı ve Zincirleme Türev, Çözümlü Örnekler ve Ödevler, Yöne Göre Türev ve Gradyan, Yöne Göre Türev Çözümlü Örnekler, Üç Değişkenle Zincirleme Türev, Yöne Göre Türev ve Gradyan, Gradyanın Anlamı
Taylor Serileri, Çözümlü Örnekler ve Ödevler, Kritik Değerler, En Küçük ve En Büyük (Minimum ve Maksimum) Değerler, Uç Noktaların Bulunması ve Türleri, Çözümlü Örnekler ve Ödevler
Düzlemde Kartezyen Koordinatlarla İki Katlı Entegraller, Çözümlü Örnekler ve Ödevler, Çözümlü Örnekler ve Ödevler Devamı, Moment Hesaplamalarının Önemi ve Tanımları, Dairesel Koordinatlarda İki Katlı Entegral ve Çözümlü Örnekler
Dönem Sonu Sınavı
Course: Office of the CISO Institute: Cybersecurity Essentials
Modules:
Course Introduction, Module Objectives, Define Cybersecurity, Inspect the CIA Triad, Defend with Security Controls, Control Types Quiz, Reasons for Strong Defenses, Identify Assets To Protect, End User Devices, Match the Terms, Module Summary
Module Objectives, GRC In the Organization, Cybersecurity Roles and Groups, Managing Risk, Match the Terms, Commonly Used Frameworks and Standards, Laws Policies Frameworks Quiz, Module Summary
Module Objectives, Examining the Elements Of Risk, Demo Using CVE and CWE, Common Vulnerability Scoring System, Lab: Using CVSS to Score a Vulnerability, Identifying Threat Actors, Match the Terms, Inspecting Types Of Attacks, Demo SQL Injection In Action, Cross-site Scripting, Demo Cross-site Scripting in Action, Client-side Attacks, Demo Sniffing Cleartext Credentials with Wireshark, Other Network Attacks, Social Engineering, Threats Attacks and Vulnerabilities Quiz, Module Summary
Module Objectives, Securing the Organization, Authenticating and Authorizing Access, User Security Training, Protecting the Endpoints, Match the Terms, Defending Networks, Lab: Zero Trust in Action, Implementing Secure Applications, Securing the Cloud, Securing Data with Cryptography, Demo Hashing and Collisions, Encryption, Demo Symmetric Key Encryption Using Cryptool, Public Key Encryption, Lab: Asymmetric Encryption to Sign and Verify Data, Cybersecurity Defenses Quiz, Module Summary
Module Objectives, Managing Ongoing Risk, Performing Security Assessments, Demo Port Scanning Using Nmap, Vulnerability Scanners, Demo Web Application Scanning Using Vega, Vulnerability Management Lifecycle, Match the Terms, Utilizing Threat Models and Tools, Lab: Exploring ATT&CK from MITRE, Continuous Diagnostics and Mitigation, Ensuring Organization Security Quiz, Module Summary
Course Summary
Course: Measurement and Analysis
Modules:
Welcome to digital marketing analyst professional certificate, Welcome to measurement and analysis, Overview of search engine optimization (SEO) and search engine marketing (SEM), Aligning SEM and SEO with the SOSTAC framework, SEO objectives, Conducting competitor analysis to benchmark SEO performance, Keyword research, Keyword research tools, Aligning value propositions with targeted keywords, Search engine marketing (SEM) & search engine optimization (SEO) summary, Set communication objectives
Welcome to web analytics and tools, The role of web analytics in optimizing user experience, The role of web analytics in optimizing conversion rates, Google Analytics, Setting up a Google Analytics account, Creating a custom report, Designing a conversion event with Google Tag Manager, Advantages of alternative web analytics tools, Introduction to web analytics tools, More web analytics tools, Web analytics and tools summary
Welcome to social media platforms, analytics and monitoring tools, The 4Cs of social media marketing, SMART objectives for social media marketing initiatives, Introduction to the RACE planning framework, Top social media platforms, The suitability of social media platforms for specific strategies, Social media platforms, analytics and monitoring tools summary
Introduction to A/B testing & campaign performance reporting, The importance of a comprehensive campaign strategy, Aligning strategy with objectives and RACE, Role of automation in campaign monitoring and adjustment, Leverage AI tools to track performance, Purpose and benefits of A/B testing, Analyzing A/B test results, The importance of performance testing in evaluating campaign effectiveness, Performance testing methodologies, Planning for performance testing summary
Course: English for Media Literacy
Modules:
Course Overview: Introduction to Media Literacy, Course Overview: Topics, Assessments, Games & Activities, Media is Everywhere, Listening: Interview with William Cowen..., Language Focus: Previewing Texts, Unlockable Achievement 1, What is Media Literacy?, Part 1: How Can we Analyze Media Messages?, Unlockable Achievement 2, Part 2: How Can we Analyze Media Messages?, Language Focus: Skimming and Scanning, Online Learning Opportunities to Extend Your Skills
What is Traditional Media?, What is Social Media?, Unlockable Achievement 3, Language Focus - Comparative Adjectives, Overcoming Bias: The Power of Social Media, Using Social Media to Support Causes, Language Focus - Reductions, Part 1: The Reliability of Social Media (Editing/Doctoring Content), Unlockable Achievement 4, Part 2: The Reliability of Social Media (Credibility), The Language of New Media
What is Advertising?, Thinking Critically about Advertisements, How do Advertisers Target Audiences?, Listening: Interview with Nancy Bollinger, Unlockable Achievement 5, Language Focus - Order of Adjectives, Features of a Print Advertisement, Features of Radio and Television Advertisements, Language Focus - Intensifiers (Normal vs. Strong Adjectives), Using the Internet to Advertise, Analyzing Advertisements, Sample Analysis of an Advertisement, Unlockable Achievement 6, Unlockable Achievement 7
How Are Media Messages Created and Shared?, What is Media Bias?, Unlockable Achievement 8, PART 1: Language Focus- Expressing Opinions using Modals (should, must, could, might), PART 2: Language Focus- Expressing Opinions using Modals (should, must, could, might), Bias by Omission, Unlockable Achievement 9, Bias by Placement, Language Focus - Connotation vs. Denotation, Bias by Spin, Overcoming Bias, Overview for Unit 4 Assessment 2 & Sample Bias Analysis, Unlockable Achievement 10
What is Diversity?, Why is it Important for the Media to be Diverse?, Unlockable Achievement 11, Language Focus: Using Negatives (not, no, never, hardly ever), Race and Ethnicity in the Media, Culture in the Media, Women in the Media, Unlockable Achievement 12, Language Focus: Transitions, Diversity and Identity, Course Conclusion
Course: Introduction to Multinational and Cross-Cultural Teams
Modules:
Course Introduction, Module Introduction, Why Culture Matters, Examples of Cultures, How Does Culture Show Up In Your Life?, The Onion Model, Culture In Organizations Is Complex, The Iceberg Metaphor
Module Introduction, What Makes a Good Team?, Defining a Good Team, How Teams Develop, The Development of Teams, Diversity On Teams, In Summary
Module Introduction, What is a Multinational, Cross-Cultural Team?, The Multinational, Cross-Cultural Team, Challenges of a Multinational, Cross-Cultural Team
Module Introduction, Becoming Culturally Aware, Skills to Respond to Cultural Differences, SPLIT Framework - Part 1, SPLIT Framework - Part 2, SPLIT Framework - Part 3, Course Summary
Course: Schizophrenia
Modules:
Introduction to Schizophrenia, Louis Wain's Cats, Prevalence, Demographics, and Etiology, Symptoms of Schizophrenia: Positive, Negative, and Disorganized, Diagnosis and Cognitive Defects, Introduction to the Neuroscience of the Disorder
Demonstration: Paranoid Example, Demonstration: Negative Symptoms Example, History of the Diagnosis of Schizophrenia, History of Treatments for Schizophrenia
Demonstration: Schizophrenia with Disorganized Features, Demonstration: Recovered Patient, Human Neuroanatomy and History of Neuroimaging, Structural Neuroimaging, Functional Neuroimaging
Human Neuroanatomy and Dopamine Hypothesis - Part 1, Dopamine Hypothesis - Part 2, Psychology of Schizophrenia: Introduction and History, Cognitive Deficits, Social Cognition, Cognition, Social Cognition, and Functioning, Psychological Mechanisms of Delusions and Hallucinations, Psychological Theories
Biological Treatments, The Recovery Movement, Social Skills Training, CBT and Supported Employment, Cognitive and Social Cognitive Treatments, Conclusion
Course: Abstraction, Problem Decomposition, and Functions
Modules:
Course Introduction, Navigating a Coursera Course, Meet the Instructor (optional), Lesson Introduction, Intro to Arrays, Initializing an Array, Why We Start at Zero, How Big Is an Array?, Run-Time Array Size with Pointers, Processing an Array, Multi-Dimensional Arrays, Matrix Multiplication
Lesson Introduction, String Basics, String Length, Searching a String, String Input, Converting Strings to Numbers, CSV String Processing, The Caesar Cipher Revisited
Lesson Introduction, Rock and Roll, What Is a Chair?, Network Layers, Abstraction in Code, Lesson Introduction, Going Green, Building a Chair, Designing a Car
Lesson Introduction, Intro to Functions, Returning Data From a Function, Passing Data Into a Function, Getting Valid User Input, Changing Parameter Values, Nesting and Boxes Revisited, Finishing Up
Course: Digital Assets
Modules:
Defining Digital Asset, Enabling Digital Assets, Ethereum Standards Process, Use Cases for Digital Assets
Stablecoin Features, Stablecoin Examples, Case Study: Dai Stablecoin, Decentralized Autonomous Organization (DAO) & Governance
Non-fungible Token (NFT), Use Case for NFT, Semi-fungible Token (SFT), Use Case for SFT
U.S. Policies & Regulations, U.S. State-wise Crypto Regulations, Global Country-wise Regulations, Classification of Digital Assets
Course: Mieux comprendre l'ESS pour mieux en parler
Modules:
Présentation du MOOC, Introduction Chapitre 1, L’ESS c’est quoi ? Définition, chiffres clés, Intérêt général, utilité publique ou utilité sociale, Définition de l’impact social / environnemental, Le coin du journaliste, Témoignage : FAIR
Introduction Chapitre 2, Historique et définitions, grands agendas, Des objectifs du millénaire aux ODD, La Responsabilité Sociale des Entreprises/Organisations, Le coin du journaliste, Témoignage : Emmaüs
Introduction Chapitre 3, Définition de l’innovation sociale, Shared value / valeur mutuelle, Théorie des parties prenantes, Le coin du journaliste, Témoignage : TZCLD
Introduction Chapitre 4, Définition d’un modèle économique, Modes de financement de l’ESS, Mesure d’impact, nouvelle comptabilité, Le coin du journaliste, Témoignage : AESIO
Course: Network Analysis in Systems Biology
Modules:
Design Principles of Complex Systems, Introduction to Cell Biology, Introduction to Molecular Biology
Small-World and Scale-Free Networks, Duplication-Divergence and Network Motifs, Large Size Motifs and Complex Models of Network Evolution, Network Properties of Biological Networks
Types of Biological Networks, Genes2Networks and Network Visualization, Sets2Networks - Creating Functional Association Networks, Genes2FANs - Analyzing Gene Lists with Functional Association Networks
Data Normalization, Characteristic Direction Method - Part 1, Characteristic Direction Method - Part 2, Characteristic Direction Method - Part 3, Characteristic Direction Method - Part 4
Enrichment Analysis and Enrichr, GEO2Enrichr: A Google Chrome Extension for Gene Set Extraction and Enrichment, Gene Set Enrichment Analysis (GSEA) - Preliminaries, Gene Set Enrichment Analysis (GSEA) - Part 2, Principal Angle Enrichment Analysis (PAEA), Network2Canvas (N2C) and Enrichment Analysis with N2C, Expression2Kinases: Inferring Pathways from Differentially Expressed Genes, DrugPairSeeker and the New CMAP, Classifying Patients/Tumors from TCGA
RNA-seq Analysis - Preliminaries, RNA-seq Analysis - Using TopHat and Cufflinks, RNA-seq Analysis - R Basics, RNA-seq Analysis - CummeRbund, STAR: An Ultra-fast RNA-seq Aligner, ChIP-seq Analysis - Part 1, ChIP-seq Analysis - Part 2
Principal Component Analysis (PCA) - Part 1, Principal Component Analysis (PCA) - Part 2, Principal Component Analyis (PCA) Plotting in MATLAB, Clustergram in MATLAB, Self-Organizing Maps, Network-Based Clustering
Big Data in Biology and Data Integration, Resources for Data Integration - Part 1, Resources for Data Integration - Part 2, Resources for Data Integration - Part 3, Resources for Data Integration - Part 4
Crowdsourcing in Bioinformatics, Crowdsourcing Tasks for this Course
Final Exam
Course: تطوير الالعاب باستخدام برنامج Unity: مدفع الكرات
Modules:
انشاء مشروع جديد وضبط اعداداته, استكشاف النظام الفيزيائى, استكشاف عنصر الـ SpringJoint, نشاط تطبيقى, ترجمة حركة الاصابع من الموبايل لداخل اللعبة, الفرق بين الـ Screenspace والـ Worldspace, تحريك الاجسام باستخدام حركة الاصابع على شاشة الموبايل, دفع الكرة, نشاط تطبيقى, تحدى مجمع
Course: Amazon QLDB Primer
Modules:
Amazon QLDB Primer
Course: Encoder-Decoder Architecture - 日本語版
Modules:
エンコーダ / デコーダ アーキテクチャ: 概要, エンコーダ / デコーダ アーキテクチャ: ラボのチュートリアル