dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: The Nurse's Toolkit
Modules:
Welcome to the Nurse's Toolkit, Airway Anatomy, Physical & Clinical Assessment, Oxygen Delivery Modalities, Airway Complications: Asthma, Airway Complications: Respiratory Syncytial Virus (RSV), Airway Complications: Pneumonia, Airway Complications: Chronic Obstructive Pulmonary Disease (COPD), Airway Complications: Pneumothorax, Introduction to the Case Study
A Guide to Trauma Treatment Objectives, A Guide to Trauma Treatment: Critical Concepts, The (A)BCDEF of Trauma, The A(B)CDEF of Trauma, The AB(C)DEF of Trauma, The ABC(D)EF of Trauma, The ABCD(E)F of Trauma, The ABCDE(F) of Trauma, Introduction to the Case Study
Immobilization and Splinting Objective, Assessing Injuries, Immobilization, Splinting, Monitoring, Follow Up, and Patient Education, Introduction to the Case Study
Sepsis Management, Sepsis Significance, Sepsis Pathophysiology, Sepsis Risk Factors, Sepsis Signs and Symptoms, Interventions & Assessment, Evaluation and Re-assessment, Introduction to the Case Study
Wounds: Objective, Healing and Dressings, Wound Characterization, Wound Complications, Wound Management Considerations, Introduction to the Case Study
Obstetrical Emergencies: Objective, Post Partum Hemorrhage (PPH) Continued, Hypertensive Disorders in Pregnancy, Hypertensive Disorders in Pregnancy Continued, Perinatal Mental Health, Introduction to the Case Study
Course: Cybersecurity Tools and Technologies
Modules:
Introduction to the course, Security testing and ethical hacking, Blue team:  Responsibilities, Red team:  Responsibilities, Penetration testing overview, Stage 1 - Reconnaissance, Stage 2 - Enumeration, Stage 3 - Exploitation, Stage 4 - Escalation, Stage 5 - Reporting and remediation, ATT&CK  (Adversarial Tactics, Techniques and Common Knowledge) Framework, Black box testing, White box testing, Grey box testing, Module summary:  Penetration testing
Introduction to Intrusion Detection and Prevention Systems (IDPS), Unpacking internet packets, Azure Firewall Premium Intrusion Detection and Prevention System (IDPS), Azure IDPS in action, IDPS use cases, Introduction to firewall design in Azure, Azure Firewall rule design and configuration, Network security group and Azure firewall integration, VPN gateway, How Azure VPN can help your business, Configure VPNs on Azure, Azure Point-to-Site VPN, IP addressing and subnets, Introduction to vulnerability management, Vulnerability management process, Security control: Vulnerability management, Vulnerability management in Azure, Module summary: Preventative tools
Introduction to Command Line, Command Line in action, Introduction to Windows PowerShell, Windows PowerShell Script in action, Introduction to penetration testing on Azure, How does Azure penetration testing work?, Azure penetration test overview, Getting Azure ready, Penetration testing framework, Azure security settings, Running the penetration test and analyzing the result, Penetration testing and Azure Security Center, Configuring security center automation, Cold wars at Sam's Scoops, Module summary: Azure penetration testing
Course recap: Cybersecurity tools and technologies, Congratulations
Course: Advanced RNN Concepts and Projects
Modules:
Introduction to a Better RNN Module, Introduction to Vanishing Gradients in RNN, Gated Recurrent Unit (GRU), Gated Recurrent Unit (GRU) Equations, Long Short Term Memory (LSTM), Long Short Term Memory (LSTM) Equations, Bidirectional Recurrent Neural Networks, Attention Model, Attention Model Equation
Introduction, TensorFlow Text Classification Example using RNNs
Introduction, Data Mapping, Modelling RNN Architecture, Modelling RNN Model in TensorFlow, Modelling RNN Model Training, Modelling RNN Model Text Generation, Activity
Problem Statement, Dataset, Data Preparation, RNN Model Training and Evaluation, Activity
Further Reading and Resources
Course: Proyecto Final: Chino básico - Lenguaje y cultura empresarial
Modules:
Un ejemplo: El video
Instrucciones para tarea 1
Instrucciones para tarea 2
Instrucciones para tarea 3
Instrucciones para tarea 1, 2, y 3: Versiones  Finales
Course: Interpersonal, Developmental, and Evolutionary Perspectives of the Mind
Modules:
Multiple Deciding Agents - A Simple Model
Game Theory: Prisoner's Dilemma, Game Theory: Axelrod's Tournament, Games "In the Large"
Game Theory & Evolution Part 1, Game Theory & Evolution Part 2, Evolution & Cognitive Science, Infant & Child Cognition
Embodied Cognition, Artificial Animals
Course: Trust and Security with Google Cloud - Français
Modules:
Présentation du cours
Introduction, Termes et concepts clés liés à la sécurité, Composants de la sécurité dans le cloud, Sécurité dans le cloud vs sécurité traditionnelle sur site, Menaces de cybersécurité
Introduction, Centres de données, Stockage sécurisé, Identité, Sécurité du réseau, Opérations de sécurité
Introduction, Les principes de confiance de Google Cloud et les rapports "Transparence des informations", Souveraineté et résidence des données, Conformité sectorielle et régionale
Résumé du cours
Course: Python and Machine-Learning for Asset Management with Alternative Data Sets
Modules:
Welcome Video, What is consumption data?, Geolocation and foot-traffic, Lab session: Introduction to the Uber Dataset, Lab session: Points of Interest, Lab session: Mapping Data with Folium, Lab session: Testing Seasonality, Application: Consumption data and earning surprises, Application:Consumption-based proxies for private information and managers behavior, Application: Additional applications of consumption data
Introduction to the open web, Introduction to textual analysis, Processing text into vectors, Normalizing textual data, Lab session: Introduction to Webscraping, Lab session: Applied Text Data Processing, Lab session: Company Distances and Industry Distances, Application: applying similarity analysis on corporate filings to predict returns
Introduction to Corporate Filings, Lab session: Working with 10-K Data, Lab session: Applications of TF-IDF, Lab session: Risk Analysis, Lab session: Working with 13-F Data, Lab session: Comparing Holding Similarities, Application: network centrality, competition links and stock returns, Application: Using location data to measure home bias to predict returns
Introduction to Media Information, Sentiment Analysis, Lab session: Twitter Dataset Introduction, Lab session: Network Visualization, Lab session: Replicating PageRank, Lab session: Applied Sentiment Analysis, Application: Using media to predict financial market variables
Course: Hybrid Cloud Infrastructure Foundations with Anthos en Français
Modules:
Course Introduction, Premiers pas avec Google Cloud et Qwiklabs
Présentation du cloud hybride, Présentation d'Anthos, Solutions modernes, Pile technologique Anthos
Conteneurs et Kubernetes dans Anthos, Architecture GKE On-Prem, Présentation de la mise en réseau GKE On-Prem
Intérêt d'un maillage de services, Plan de contrôle du maillage de services, Flux de requêtes dans le maillage de services, Présentation du lissage du trafic dans le maillage de services, Présentation de l'atelier : Installer Anthos Service Mesh
Course: Evolution Today
Modules:
How to succeed in your online class?
Introduction, Natural Selection, Natural Selection in the Field, Dialogue, Sexual selection
Introduction, DNA, Mutation, Dialogue, Evo-devo
Introduction, Levels of Organization, Selfish Units, Supressing Selfishness, Promoting Collaboration, Discussion
Introduction, Contingencies, Trade-offs and Compromises, Evolutionary Inertia
How will we change?, The Future Evolution of Humans, Human-Induced Rapid Evolutionary Change (HIREC), Novel Ecosystems, Evolutionary Thinking
Course: 현대 로봇공학, 강좌 4: 로봇 동작 계획 및 제어
Modules:
운동 계획 개요(챕터 10.1), 배위 공간 장애물(챕터 10.2.1), 그래프와 트리(챕터 10.2.3), 그래프 서치(챕터 10.2.4), 완전한 경로 설계자(챕터 10.3)
그리드 방식 운동 계획(챕터 10.4), 운동 계획을 위한 샘플링 방법(챕터 10.5, 파트 1/2), 운동 계획을 위한 샘플링 방법(챕터 10.5, 파트 2/2), 가상 퍼텐셜 장(챕터 10.6), 비선형 최적화(챕터 10.7)
제어 시스템 개요(챕터 11.1), 오차 응답(챕터 11.2.1), 선형 오차 동역학(챕터 11.2.2), 1계 오차 동역학(챕터 11.2.2.1), 2계 오차 동역학(챕터 11.2.2.2), 속도 입력값의 운동 제어(챕터 11.3, 파트 1/3), 속도 입력값의 운동 제어(챕터 11.3, 파트 2/3), 속도 입력값의 운동 제어(챕터 11.3, 파트 3/3)
토크 및 힘 입력값의 운동 제어(챕터 11.4, 파트 1/3), 토크 및 힘 입력값의 운동 제어(챕터 11.4, 파트 2/3), 토크 및 힘 입력값의 운동 제어(챕터 11.4, 파트 3/3), 힘 제어(챕터 11.5), 하이브리드 운동-힘 제어(챕터 11.6)
Course: Securing Cloud and Hybrid Networks
Modules:
Welcome
Understanding Cloud and Hybrid Networks, Exploring Cloud Service Models, IaaS, PaaS, SaaS, Security Implications of Different Cloud Models, Risk Factors in Shared Responsibility Models, Threat Landscape in Cloud and Hybrid Networks
Implementing Security Controls, Securing Data in Transit and at Rest, Leveraging Cloud Native Security Services, Security Considerations in Cloud Migrations, Building Disaster Recovery Plan for Cloud Environments
Exploring Advanced Cloud Security Techniques, Automation and Orchestration in Cloud Security, Role of AI and Machine Learning in Cloud Security, Continuous Monitoring in Cloud and Hybrid Networks, Using SIEM and SOAR in Cloud Security, Thank you
Course: Salud mental y atención comunitaria
Modules:
Saludo de bienvenida Ministerio de Salud y Protección Social, Introducción al curso, Introducción unidades 1 y 2, Introducción de la Unidad 1, Conversaciones sobre salud mental, comunidad y bienestar, Conociendo los enfoques
Conociendo la epilepsia
Introducción de la unidad 2, Primeros auxilios psicológicos
Principios de los primeros auxilios, qué hacer, qué no hacer, Enfoque diferencial, Entrevista sobre enfoque diferencial y reducción de discriminación y estigma parte 1, Entrevista sobre enfoque diferencial y reducción de discriminación y estigma parte 2, Entrevista sobre enfoque diferencial y reducción de discriminación y estigma parte 3, Cierre unidades 1 y 2
Introducción a la profundización, ¿Cómo puedo mejorar mi estilo de vida para ser más saludable?, ¿Cómo puedo ayudar a las personas de mi comunidad?
Rutas y acceso al derecho a la salud, Cierre del curso
Course: Conecta de forma efectiva con los clientes de retail
Modules:
Bienvenida, Comunicación verbal y no verbal, Garantías en el sector retail, Derechos del consumidor
Course: Reliable Cloud Infrastructure: Design and Process 日本語版
Modules:
コース概要, アクティビティの概要: ケーススタディの定義, アクティビティの復習: ケーススタディの定義
モジュールの概要, 要件、分析、設計, アクティビティの概要: ケーススタディの分析, アクティビティの復習: ケーススタディの分析, KPI、SLI, SLO、SLA, アクティビティの概要: SLI と SLO の定義, アクティビティの復習: SLI と SLO の定義, モジュールの復習
モジュールの概要, マイクロサービス, マイクロサービスのベスト プラクティス, アクティビティの概要: アプリケーション用のマイクロサービスの設計, アクティビティの復習: アプリケーション用のマイクロサービスの設計, REST, HTTP, API, アクティビティの概要: REST API の設計, アクティビティの復習: REST API の設計, モジュールの復習
モジュールの概要, 継続的インテグレーション パイプライン, Infrastructure as Code, ラボの概要: Building a DevOps Pipeline, Coursera: Google Cloud Platform と Qwiklabs を使用する, ラボの復習: Building a DevOps Pipeline, モジュールの復習
モジュールの概要, ストレージの主な特徴, アクティビティの概要: ストレージの特徴の定義, アクティビティの復習: ストレージの特徴の定義, Google Cloud のストレージ ソリューションとデータ ソリューションの選択, アクティビティの概要: Google Cloud のストレージ ソリューションとデータ ソリューションの選択, アクティビティの復習: Google Cloud のストレージ ソリューションとデータ ソリューションの選択, モジュールの復習
モジュールの概要, Google Cloud ネットワークの設計, Google Cloud ロードバランサの設計, アクティビティの概要: ネットワークの特徴の定義, アクティビティの復習: ネットワークの特徴の定義, ネットワークの接続, アクティビティの概要: ネットワーク図の作成, アクティビティの復習: ネットワーク図の作成, モジュールの復習
モジュールの概要, Google Cloud Infrastructure as a Service, Google Cloud デプロイ プラットフォーム, ラボの概要: Deploying Apps to Google Cloud, ラボの復習: Deploying Apps to Google Cloud, モジュールの復習
モジュールの概要, 主なパフォーマンス指標, 信頼性確保のための設計, アクティビティの概要: 信頼性とスケーラビリティに優れたアプリケーションの設計, アクティビティの復習: 信頼性とスケーラビリティに優れたアプリケーションの設計, 災害計画, アクティビティの概要: 災害計画, アクティビティの復習: 災害計画, モジュールの復習
モジュールの概要, セキュリティ コンセプト, ユーザーの保護, マシンへのアクセスの保護, ネットワーク セキュリティ, 暗号化, アクティビティの概要: 安全な Google Cloud サービスのモデル化, アクティビティの復習: 安全な Google Cloud サービスのモデル化, モジュールの復習
モジュールの概要, バージョンの管理, 費用計画, モニタリング ダッシュボード, アクティビティの概要: 費用の見積もりと計画, アクティビティの復習: 費用の見積もりと計画, ラボの概要: Monitoring Applications in Google Cloud, ラボの復習: Monitoring Applications in Google Cloud, モジュールの復習, コースの復習
コースのリソース
Course: System Dynamics
Modules:
Introduction, Systems Thinking and problem orientation
Feedback Thinking, Causal Loop Diagrams, Delays, Systems Archetypes
Stocks and Flows, Computer Simulation Software - Vensim, Retirement Fund Model
New Product Adoption - Bass Model, New Product Adoption - Model Enhancements
Dynamics Of Growth - Product Awareness, Dynamics Of Growth - Production Costs, Dynamics Of Growth - Product Differentiation, Dynamics Of Growth - Network Effects, Dynamics Of Growth - Final Toughts
Course: Building a Generative AI-Ready Organization
Modules:
Building a Generative AI Ready Organization
Course: Presentations: Speaking so that People Listen
Modules:
Course Introduction, Meet Your Teacher, Hooks Lecture, Module Introduction, Types of Presentations Lecture, Presentation Structure Lecture, Presentation Introductions Lecture
Module Introduction, Developing and Organizing Ideas Lecture, Presentation Details Lecture, Presentation Conclusions Lecture, Questions in a Presentation Lecture
Module Introduction, Rehearse Before You Present Lecture, Verbal Delivery Lecture, Non-Verbal Delivery Lecture, Stage Fright Lecture
Module Introduction, PowerPoint Tips Lecture, Co-Presenting Lecture, Poster Tips Lecture, Handouts Lecture
Course: Lending, Crowdfunding, and Modern Investing
Modules:
Module Introduction, Overview, Portfolio Theory, Mean Variance Optimization - Part 1, Mean Variance Optimization - Part 2, Exchange Traded Funds (ETF) & Mutual Funds, Target Date Funds, Customization
Introduction to Crowdfunding, Raising Capital, Looking Back at the JOBS Act, Cost of Crowdfunding, Learning from the Crowd, Impact Investing
Introduction to Marketplace Lending, The Consumer Credit Landscape, Evolution of Peer to Peer Lending, Student Loan Debt, Lending to Small Businesses
Creating the New Frontier of FinTech - Square, Creating the New Frontier of FinTech - CommonBond
Course: Exploring the Field of U.S. Payroll
Modules:
Professional Certificate Introduction, Course 5 Introduction, Fundamental Business Types, Restaurant Payroll Fundamentals and Terminology, Restaurant Wage Complexities, Nonprofit Payroll Considerations
Introduction to Payroll Accounting, Accounting Terminology, Financial Statements, Accounting Periods, and Recording Payroll Transactions, Recordkeeping Requirements, Involuntary Deductions, The Garnishment Process, Troubleshooting Basics, Standardize Your Process, Late Filings and Amendments
Paying Employees Abroad, Defining Noncitizen Workers
Course: Splunk Administration and Advanced Topics
Modules:
Introduction to Splunk Configuration Files and Settings, Understanding Splunk Configuration Files, Managing Indexes and Storage Settings, Advanced Splunk Configuration and Settings, Understanding Users, Understanding Roles, Password Management, Introduction to Splunk Monitoring, Monitoring Indexing and Search Performance Part 1, Monitoring Indexing and Search Performance Part 2, Conclusion to Splunk Configuration Files and Settings
Introduction to Advanced search techniques and data modeling in Splunk, Advanced Search Commands and Functions, More on Advanced search commands and functions, More on Search techniques, Introduction to Event Correlation and Anomaly Detection, Using Transaction and Stats Commands for Correlation, Introduction to Machine Learning in Splunk, Supervised Machine Learning with Splunk Part 1, Supervised Machine Learning with Splunk Part 2, Unsupervised Machine Learning with Splunk, Conclusion to Advanced search techniques and data modeling in Splunk
Introduction to Splunk Security Essentials and Incident Response, Overview of Splunk Security Essentials, Customising SSE App, Navigating the Splunk Security Essentials Interface, Real-time Monitoring with Splunk Security Essentials, Incident Investigation and Response with Splunk Security Essentials, Advanced Threat Detection and Hunting, Understanding Datasets, Overview of reports, Overview of alerts, Content mapping and Review app configuration, Conclusion to Splunk Security Essentials and Incident Response
Course: Urban Landscapes of Care - Designing child friendly cities
Modules:
MOOC "Urban Landscapes of Care" - Course Trailer, Course Introduction, The challenge we are facing in this course, Introduction to experience-based methods of urban analysis, The multiple city, Podcast #1: The voices of the neighbourhood, Podcast #2: The voices of the neighbourhood, Podcast #3: The voices of the neighbourhood, Final Reflection: How to observe and understand the diversity of the city
The elements of the city, The role of natural landscapes in the Latin American urban context, Life in the streets - Use and appropriation of public space in our cities, Landscapes of Care, Final reflection: Taking care of the city for it to care for us
Introduction to Early Childhood Development, The needs of the Urban Landscapes of Care users, How does cities impact child development?, Podcast: The city from the child perspective, Final reflection: The city and its children
If you could experience the city at 95cm..., 10 principles for the design of Urban Landscapes of Care (according to Gehl and Urban95), Urban landscapes of care in vulnerable contexts, Presentation of referential initiatives, The eyes of the city - Active facades, The Urban 95 experience in Lima, Peru, Final reflection: Urban landscapes of care as a possible solution to improve the perception of safety and comfort for children and caregivers
How much design does a city need?, The ergonomics of the young child and its relationship to the built environment, The role of participation in the construction of our cities, The transformation cycle and the tools of community engagement, Learning from practice: The urban landscape of care in “Paiva” street
The art of inspiring through the image, The collage as a designing and representing tool, What 's next after designing your Urban Landscape of Care?, The challenges in realizing a project, The Urban Landscape of Care "Paisaje Paiva, Lima" - An Interview with the Municipality of Lima, Final reflection week 6: Between control and uncertainty
Closing the transformation cycle, The milestones of the course, Our cities as urban landscapes of care – an imaginary experiment
Course: Building Fintech Startups in Emerging Markets
Modules:
Course Trailer: Building Fintech Startups in Emerging Markets, Course Overview, Introduction to Week 1, What is Entrepreneurship?, Entrepreneurship vs Startup, Entrepreneurship in Emerging Markets, Where Do Ideas Come From?, Phases of a Startup: Seed to Early Stage Startup, Phases of a Startup: Growth to Maturity or Exit, How Did Yoco Start?, What Was the Evolution of Yoco?, How Did Zlto Start?, Creating a Startup in an Emerging Market, How did Kuba start?, Creating a Startup in an Emerging Market, What Does a Normal Wednedsay Look Like?
Introduction to Week 2, People, Process and Place, Design Thinking Mindset, Problem Finding, Problem Solving, Design Thinking, Lean and Agile, Design Thinking Tools and Methods, Proof of Steak: Lean-startup and Design Thinking Approach, Types of Innovation, Business Planning Tools, Business Model  Canvas, What makes a good business plan?, Designing for Yoco’s customers, Yoco’s business planning, Zlto’s Design Thinking Processes, Zlto's Business Planning, Kuba's Design Thinking and Business Planning Approaches
Introduction to Week 3, Disrupting and Innovating Financial Services, Why Do Startups Need Regulation?, The Emerging Landscape of Fintech Regulation, Navigating Existing Fintech Regulation, Setting up the Legal Structures of Your Startup, How Do We Regulate Technology?, The Legal Side of Funding, Does Your Startup Need Money?, Funding Rounds, Funding Types, What is Venture Capital? - Newtown Partners, Yoco's Legal Considerations, Yoco's Funding, Zlto's Legal Considerations, Zlto's Funding, Kuba's Legal Considerations, Kuba's Funding
Introduction to week 4, Getting support to grow, Mentorship for Startups, Co-working spaces for Startups, Rise Africa - a fintech coworking space, Networking for Startups, Emotional Support for Startups, Learning and Development for Startups, Advisory Services for startups, What Skills Do You Need to Be an Entrepreneur?, Advice on Entrepreneurship, Andrew Bailey Gives Advice for Startups, Camilla Swart Gives Advice for Startups, How is Yoco scaling?, How is Zlto scaling?, How is Kuba scaling?, Custos media technologies' startup journey | Case study, Luno's startup journey | Case study
Course: Fabrication additive : l'impression 3D dans l'industrie
Modules:
Qu'est ce que la fabrication additive ?, Focus : question de le protection industrielle en FA, Photopolymérisation, Projection de matière, Fusion sur lit de poudre, Projection de liant, Extrusion de matière, Dépôt sous énergie concentrée, Stratification de couche, Applications industrielles de la FA
Le principe de la photopolymérisation, Vidéo de présentation d'une imprimante proposée par la société Créadil (https://creadil.com/), La projection de gouttes de matière, Pour aller plus loin : vidéo d'utilisation en joaillerie, La projection de liant, ADDLAB de Décathlon, utilisateur du MJF, La fusion sur lit de poudre, Rencontre avec MMB VOLUM-e, Rencontre avec MMB VOLUM-e (version longue)
Fabrication additive par extrusion de matière, Interview de Pollen AM, Rencontre avec Constructions 3D, Dépôt sous énergie concentrée, A la rencontre de IREPA Laser - Partie 1, Pour aller plus loin - A la rencontre de IREPA Laser Partie 2, La stratification de couches, Rencontre avec le CIRTES, Autres applications de la fabrication additive
Caractéristiques de la matière entrante, Principales propriétés des matériaux, Formation des défauts, Immersion dans la R&D et l'ADDLAB de Décathlon, Notion de contraintes résiduelles, Introduction et enjeux, L'état de surface : définition, Réduire les défauts de porosité, Modifier la microstructure de la pièce - Les traitements thermiques, Conclusion
Tuto Altair Inspire, Tuto CURA, Gestion industrielle de la FA : Les enjeux et la chaîne de la valeur, Gestion industrielle de la FA : Contexte et scénarii de production, Gestion industrielle de la FA : Problématiques organisationnelles
Course: Entrepreneurship 1: Developing the Opportunity
Modules:
0.1 Introduction to the Professors and Wharton, 0.2 What Is Entrepreneurship?, 0.3 Can You Teach Entrepreneurship?
1.1 Course Introduction, 1.2 Profile of the Entrepreneur, 1.3 Entrepreneurship in Established Firms, 1.4 Venture Creation's Role in Society, 1.5 Types of Enterprises, 1.6 Technology Entrepreneurship, 1.7 Impact Entrepreneurship, (Optional) The Role of Venture Creation in Society: Interview: Andy Rachleff, Founder, Wealthfront, Co-founder, Benchmark Capital, (Optional) Entrepreneurship in Established Companies: Interview with Scott Mills, EVP, Chief Administrator Officer, Viacom
2.1 Opportunities and Uncertainty, 2.2 Push and Pull and the Sources of Innovation, 2.3 Customers as Sources of Opportunities, 2.4 Importance of the Idea (VIDE Model), 2.5 Assessing Opportunities, 2.6 The Tournament Approach, (Optional) From Idea to Opportunity: Interview with Amy Errett
3.1 Defining the Focal Market, 3.2 Understanding User Needs, 3.3 Competitive Analysis, 3.4 Generating Ideas with Individuals and Groups, 3.5 Planning: Assumptions, 3.6 Planning: Discovery Driven Planning, 3.7 Planning: Discovery Driven Planning Worksheet, (Optional) Talent Management and Development: Interview with Jackie Reses
4.1 The Elevator Pitch, 4.2 Testing your Idea: Customer Interviews, 4.3 Testing your Idea: Surveys, 4.4 Creating a Prototype: Physical Goods, 4.5 Creating a Prototype: Software, 4.6 Creating a Prototype: Services, 4.7 Summary and What's Ahead, (Optional) Launching a Start-up: Interview with Co-founders of Prayas Analytics
Course: Machine Learning Capstone
Modules:
Introduction to Machine Learning Capstone, Introduction to Recommender Systems
Content-based Recommender Systems
Collaborative Filtering-Based Recommender Systems
Elements Of A Successful Data Findings Report, Best Practices For Presenting Your Findings
An Overview of the Streamlit Module, Congratulations and Next Steps, Credits and Acknowledgements
Course: إدارة المبيعات السلسة الخالية من الاحتكاك
Modules:
مقدمة إلى البرنامج, فيديو مقدمة الدورة التدريبية, وظائف في المبيعات وإدارة العلاقات مع العملاء, مقدمة أسبوعية: تبني عقلية مبيعات سلسلة, إعادة التفكير في المبيعات من خلال البيع السلس الخالي من الاحتكاك, تنفيذ إطار البيع السلس الخالي من الاحتكاك, كيف تحارب BabeIQuest الاحتكاك, لماذا يحتاج فريق المبيعات لديك إلى التمكين, تمكين فريقك, كيف تمكّن EZ Text فريقها, لماذا تحتاج إلى المواءمة مع المشترين, مواءمة فريقك, كيف تتواءم Usabilla مع المشترين, لماذا يحتاج فريق المبيعات إلى التدريب, تحويل فريق مبيعاتك من خلال ثقافة التعلُّم, توجيه الأقران, كيف تعزز Engaging Partners ثقافة التعلُّم, مراجعة أسبوعية:: تبني عقلية مبيعات سلسلة
مقدمة أسبوعية: إنشاء عملية مبيعات, أهمية الوظائف التي يتعين القيام بها, إعادة التفكير في المنافسة, الكشف عن وظائف عملائك, أهمية تحديد عملية المبيعات الخاصة بك, تحديد عملية المبيعات الخاصة بك مع رحلة المشتري, تحديد خطوات عملية مبيعاتك, كم تستغرق عملية المبيعات؟, إنشاء دليل المبيعات الخاص بك, تقييم عملية مبيعاتك, مراجعة أسبوعية: إنشاء عملية مبيعات
مقدمة أسبوعية: توجيه وتنمية فريق المبيعات, أهمية التدريب على المبيعات, إنشاء برنامج تدريب فعال للمبيعات, أهمية توجيه مندوب المبيعات لديك, 4 خطوات لبناء برنامج توجيه مبيعات ناجح, متى يتم التدريب مقابل فصل المندوبين ذوي الأداء الضعيف, مراجعة أسبوعية: توجيه وتنمية فريق المبيعات
مقدمة أسبوعية: توظيف مندوبي المبيعات وإعدادهم, لماذا يجب عليك تطوير إستراتيجية توظيف المبيعات, إنشاء إستراتيجية توظيف المبيعات الخاصة بك, أهمية إعداد موظفي المبيعات, إنشاء برنامج إعداد المبيعات, التحضير للبحث عن وظيفة, التقدم للحصول على الأدوار, التحضير للمقابلة, تهانينا!
Course: Pesquisa de Mercado com Métodos Quantitativos
Modules:
Premissas de uma Boa Pesquisa de Mercado com Enfoque Quantitativo, Briefing da Pesquisa Quantitativa, Características da Pesquisa Quantitativa de Mercado, Pesquisa Quantitativa versus Pesquisa Qualitativa, Técnicas e Dados da Pesquisa Quantitativa, Estudo de Caso - Pesquisa Quantitativa
Elaboração de Questionário - Parte 1, Elaboração de Questionário - Parte 2, Tipos de Escalas, Uso de Plataformas On-line, Validade e Confiabilidade do Questionário
Tipos de Amostragem na Pesquisa Quantitativa de Mercado, Probabilística – Aleatória Simples e Sistemática, Probabilística - Estratificada e por Conglomerado, Não Probabilística – Por Conveniência e Por Julgamento, Não Probabilística – Por Cotas, Bola de Neve e Desproporcional, Tamanho da Amostra
Posicionamento de Mercado e Mapa Perceptual, Planejamento de Pesquisa, Preparação dos Dados, Construção do Mapa Perceptual, Análise dos Resultados
Course: Psychological First Aid
Modules:
Module 1 Introduction, Lecture 1: Terms and Concepts, Lecture 2: Historical Context, Full simulation video
Module 2 Introduction, Lecture 3: Reflective Listening & Rapport, Lecture 4: How Reflective Listening Works, Reflective Listening & Rapport Vignette A, Reflective Listening & Rapport Vignette B
Module 3 Introduction, Lecture 5: Assessment of Needs, Assessment Vignette A, Assessment Vignette B, Module 4 Introduction, Lecture 6: Prioritization, Beyond the Ashes, Prioritization Vignette A, Prioritization Vignette B
Module 5 Introduction, Lecture 7: Intervention, Intervention Vignette A, Intervention Vignette B, Module 6 Introduction, Lecture 8: Disposition, Disposition Vignette A, Disposition Vignette B, Follow-Up Vignette
Module 7 Introduction, Lecture 9: Self-Care, Lecture 10: Summary, Closing Remarks
Course: Data Wrangling, Analysis and AB Testing with SQL
Modules:
Course Introduction, Introduction of Data of Unknown Quality, Introduction to the Course Dataset, Error Codes (Solution), Flexible Data Formats, Flexible Data Formats (Solution), Identifying Unreliable Data + Nulls, Unreliable Data - Part 1 (Solution), Unreliable Data -Part 2 (Solution), Unreliable Data -  Part 3 (Solution), Answering Ambiguous Questions, Users Table (Solution)
Creating Clean Datasets Introduction, Tools of the Trade: Coding Guide with Sublime Text (Optional), Data Types, What is a Dependency?, Create a View-Item Table, Turn a Clean Query Into a Table (Activity/Solution), Hierarchy of Data, Create User Info Table, Create a User Snapshot Table (Activity/Solution), Partitions in Hive (Optional)
Introduction to SQL Problem Solving, Map Out Your Joins, Test Queries vs Final Queries, Example: Create an Aggregate Table with a Rolling Date Period, Rolling Orders (Solution), Find Each User's Most Recently Viewed Page for an Email Campaign, Review Windowing Functions, Promo Email (Solution), Product Analysis, Product Analysis (Solution), Coding with Style
How is AB Testing Used?, Statistics Refresher (Optional), Test Assignments, Test Assignments (Solution), Create a New Metric, Creating a New Metric (Solution), Analyze Results, Analyzing Results (Solution), Peer Review Overview, Course Summary
Course: Advertising with Meta
Modules:
Introduction to the Meta Social Media Marketing Professional Certificate, Advertising with Meta Ads Manager Overview, Introduction to Daniel Kob, Careers in Digital Marketing, First Steps in Meta Ads Manager Overview, Meta Advertising Tools, Ad Placements, The Meta Ad Auction, Campaign Structure, Set Up Your Ad Account, How to Navigate Ads Manager, First Steps in Meta Ads Manager Conclusion
Determine Your Campaign Objective and Budget Overview, Set a Campaign Objective, Examples of Campaigns in Ads Manager, Determine Your Campaign Budget, Set a Budget in Ads Manager, Campaign Bid Strategies, Determine Your Campaign Objective and Budget Conclusion
Select Your Audience, Placements and Schedule Overview, Introduction to Audiences in Ads Manager, The 3 Types of Audience, Core Audiences, Introduction to Meta Pixel, Custom Audiences, Lookalike Audiences, Choose Ad Placements in Ads Manager, Optimization & Spending Controls, Schedule Your Ad Set, Estimate Your Audience Reach, Select Your Audience, Placements and Schedule Conclusion
Create Your Ads and Evaluate Your Campaign Results Overview, Ad Formats, Create Your Ads in Ads Manager, Edit and Troubleshoot Your Campaign, Understand Your Campaign Performance, Analyze Your Campaign Results, How the Campaign Objective Determines Your Key Metrics, Create Your Ads and Evaluate Your Campaign Results Conclusion
Build a Full Campaign in Facebook Ads Manager Overview, Campaign Brief for Ads Manager Walk Through, Campaign Creation in Ads Manager Walk Through, Project Overview: Build A Campaign in Facebook Ads Manager, Congratulations!, What's Next?
Course: Engineering of Structures: Shear and Bending
Modules:
Reflections, What do you think?
Lesson: Shear and Bending, Lesson: Shear and Moment (Video 3:37), Lesson: Shear and Bending Stress (Video 6:58), Lesson: Bending Stress in Beams (Video 3:30), Examples: Owl's Diving Board (Video 6:33), Example: Beam Bridge (Video 9:01)
Cardboard Beam or Shelf Building Guidelines, What You'll Share, Owl's Solution, Check Your Understanding
Course: Optimizing a Website for Google Search
Modules:
Course Overview, Applying Keyword Research Introduction, Why do a Competitive Analysis?, How to Perform a Competitive Keyword Analysis, Analyzing Your Competition, Develop a Plan to Compete, Competing With Page Level Information, Dealing with Larger Sites, Mapping Keywords to Pages, Questions to Ask, Keyword Mapping Processes, Creating a Keyword Map for Clients
Advanced On-Page SEO, Benefits of a Competitive Content Analysis, Dissecting the Competitive Content Analysis, What Kind of Content Will Resonate with Your Customers?, Conducting an Internal Content Audit, How to Begin Your Content Analysis, Organizing and Evaluating Content, Creating a Strategy for Optimizing Content, Domain Level Content Strategy, What Makes Content Great?, Different Types of Content and How to Use Them, Creating Impactful Content, Local SEO, Part 1, Local SEO, Part 2
Mobile/App SEO, External App Optimization, App Store Optimization, App A/B Testing, Optimizing Your Screenshots, KPIs for SEO, Part 1, KPIs for SEO, Part 2, Return on Investment (ROI), SEO Survey Findings, Forecasting SEO Impact, Part 1, Forecasting SEO Impact, Part 2, Forecasting SEO Impact, Part 3
Creating an SEO Campaign, Scoping an SEO Project, Proving Your Value to Potential Clients, Managing Client Expectations, Asking the Right Questions, Importance of Achieving Quick Wins, Developing SMART Project Goals, Establishing Benchmarks and Tracking Metrics, Reporting Progress to Your Client, Course Summary
Course: Working with Data in iOS
Modules:
Why data is important to mobile apps, Introduction to the course, Why is it important to keep your iOS projects organized?, What you know about HTTP, RESTfulness, Naming conventions, Essential tools for API development, REST best practices, Security and authentication in REST API, Access control, Module summary: Introduction to REST APIs
Contacting servers, HTTP protocol and asynchronous calls, HTTP protocol and asynchronous calls in action, Introduction to JSON, Working with JSON, Fetching Images, Module summary: REST APIs
What is Core Data?, Core Data entities and relationships, Entities, contexts and relationships, Using classes with Core Data, SwiftUI and State Recap, Connecting Core Data to UI state, Filtering in Core Data, Sorting in Core Data, Module summary: Data in Swift
Course recap: Working with data in iOS, Course wrap up
Course: Business Intelligence Concepts, Tools, and Applications
Modules:
Course Introduction Video Lecture, Overview of Decision Making Video Lecture, Conceptual Foundations of Decision Making Video Lecture, Decision Support Systems Video Lecture, Decision Making Support in Practice Video Lecture
BI Concepts Video Lecture, BI Platform Capabilities Video Lecture, Business Reporting Video Lecture, BI OLAP Styles Video Lecture
Data Visualization Video Lecture, Data Visualization Guidlines and Pitfalls Video Lecture, Performance Dashboards Video Lecture, Dashboard Design Guidelines and Pitfalls Video Lecture
Business Performance Management Video Lecture, Performance Measurement System Video Lecture, Balanced Scorecards Versus Six Sigma Video Lecture, Training Video for MicroStrategy Workstation Business Performance Analysis, Business Analytics Video Lecture
BI Maturity Video Lecture, BI Strategy Video Lecture, Course Closing Video
Course: II. Missões Jesuíticas nos territórios guaranis: o cotidiano
Modules:
Introdução, A vida e o significado religioso da Redução, Tempo e trabalho indígena, A formação e os saberes - Parte 1, A formação e os saberes - Parte 2, Doença e morte nas Reduções, New Video
As artes nas missões jesuíticas: pluralidade cultural e mundialização, Amálgamas e circularidades culturais nas artes e na arquitetura, Imaginária missioneira: função, forma e iconografia, A música. Parte 1, A música. Parte 2
A produção literária sobre as Reduções, A história como tempo que flui, O passado no presente: mitos e folclores sobre as Missões, Referências culturais dos Mbyá-Guarani sobre o Patrimônio das Missões, Eurocentrismo nativizado, indigenismo etnocidário e invisibilidade étnica, Patrimônio e estudos arqueológicos nas Missões Jesuíticas - Parte 1, Patrimônio e estudos arqueológicos - Parte 2, Considerações finais
Course: Careers in Sustainability
Modules:
Course Learning Objectives, Accessing text-only transcripts
Knowledge Check
Practice the Job: Introduction
Knowledge Check
Mid-course Assessment
Practice the Job: Introduction
Knowledge Check
Practice the Job: Introduction
Knowledge Check, Final Course Assessment
Course: نماذج الابتكار | Innovation Models
Modules:
مقدمة عن نماذج الابتكار،  نموذج الـ (Design Thinking), مراحل نموذج الابتكار (Design Thinking), مرحلة الاختبار (Test), مراجعة سريعة عن الـ (Design Thinking) ومراحله, نظرية "تريز" (TRIZ theory), المبادىء والاستراتيجيات الابتكارية في نظرية (TRIZ) - الجزء الأول, المبادىء والاستراتيجيات الابتكارية في نظرية (TRIZ) - الجزء الثاني, طريقة (TRIZ) لحل المشاكل
Course: Cloud Data Engineering
Modules:
Instructor Introduction, Course Introduction, Lab Onboarding, Course 3 Project Overview, Introduction to the End of Moore's Law, The Problem with Concurrency in Python, Exploring the End of Moore's Law, Using CUDA and Numba, What is an ASIC?, Taking Advantage of Colab Pro, Exploring Colab AI, Introduction to Distributed Systems, Logging and Instrumentation Distributed Systems, CAP Theorem, Amdahl's Law, Elasticity, Highly Available Nine Nine's, Debugging Python Code, Exploring Google BigQuery, What is Big Data?, Data Lakes, Big Data Processing, Introduction to AWS Data Engineering Design Principles, Processing Big Data with AWS, Transform Data with Databricks Spark SQL
Introduction to Data Engineering, Data Driven Organizations, What is Data Engineering?, Batch vs. Streaming vs. Events, Ingesting by Batch or Stream, Building CLI Tools with Click, Building Containerized Command-line Tools, Rust and Python, Python Calculator CLI, Caesar Cipher CLI, Advanced Testing with Amazon CodeGuru, Advanced Testing with AWS CodeBuild, Mapping Functions to CLI: Part 1, Mapping Functions to CLI: Part 2, AWS CodeWhisperer CLI, AWS CodeWhisperer SDK
Introduction to Serverless Data Engineering, Automating Pipelines, What is Serverless?, Serverless Concepts: Service Model, Serverless Concepts: Functions, Serverless Concepts: Ecosystem, AWS Lambda: Overview, Introduction to AWS Cloud9, AWS Lambda: Event Handling, AWS Lambda: Hello World, AWS Lambda: Deploy Testing, AWS Lambda: Wikipedia Example, Build a Serverless Data Pipeline, Serverless Cookbook with AWS, Serverless Cookbook with GCP, Introduction to Data Governance, What is Data Governance?, The Principle of Least Privilege, Cloud Security with IAM on AWS, AWS Shared Security Model, AWS IAM Service, AWS Cloud Security Operations, Encrypt at Rest and Transit
Introduction to Extract, Transform, Load (ETL), What is ETL?, Ingesting and Preparing Data on AWS, Using Amazon Athena with AWS Glue, Real-World Problems in ETL, Introduction to Cloud Databases, One Size Does Not Fit All in the Cloud?, MySQL Overview, MySQL from Terminal, Archive and Drop Database, Import external database Sakila, Modify database Sakila, Bash pipelines with MySQL, MySQL to Python Standard Library Web Server, Big Query with Prompt Engineering, Big Query Colab Pipeline, Introduction to Cloud Storage, Why Cloud Storage?, Cloud Storage Deep Dive, Using Amazon S3
Course: Gemini for Security Engineers - Português Brasileiro
Modules:
Introdução ao Gemini para engenheiros de segurança, Gemini para encarar as decisões de segurança
Course: Cloud Top Ten Risks
Modules:
Cloud Top Ten Risks, Top Ten Cloud Security Risks from Course 3: Cloud Application Security, OWASP Risk Assessment, Injection (Risk #1), Preventing Injection
Cloud Risks 2, 3, and 4, OWASP Risks #2, #3, #4 from Course 3: Cloud Application Security, #2: Broken Authentication, Optimize Password Security, Hardening the Authentication Process, #3: Sensitive Data Exposure, #4: Flooding
Cloud Risks 5, 6, and 7, OWASP Risks #5, #6, #7 from Course 3: Cloud Application Security, Broken Access Control (Risk #5), Security Misconfiguration (Risk #6), Cross-Site Scripting (Risk #7)
Cloud Risks 8, 9, and 10, OWASP Risks #8, #9, #10 from Course 3: Cloud Application Security, Insecure Deserialization (Risk #8), Components with Known Flaws (Risk #9), Insufficient Logging and Monitoring (Risk #10)
Course: Unsupervised Text Classification for Marketing Analytics
Modules:
Topic Modeling Lecture 1
Topic Modeling Lecture 2, Topic Modeling Lecture 3
Topic Modeling Lecture 4, Topic Modeling Lecture 5
Topic Modeling Lecture 6, Topic Modeling Lecture 7
Topic Modeling Lecture 8, Topic Modeling Lecture 9, Topic Modeling Lecture 10
Course: Simulation Skills: This is Your Brain on the Future
Modules:
Welcome to the course! Meet your professor Jane McGonigal, What can't be different in the future?, Technique #1: Predict the Past, Technique #2: Remember the Future, Technique #3: Hard Empathy, Neurological Pathways of Simulation
Your Future Self is a Stranger, Thinking in Facts versus Thinking in First Person, Let's try some first person futures!, First Person Creativity, The Superstruct Game, 2022 Update! Did the simulation you just learned about accurately predict the real pandemic?
100 Ways Anything Could Be Different, SCENARIO: The Future of Marriage, Introduction to Alternative Futures, How to Envision Alternative Future (Part 1), How to Envision Alternative Futures (Part 2), Alternative Futures for Caregiving in 2031
Introduction to Advanced Simulation Topics, The Simtainer, What is Afrofuturism?, Full Body Simulation Part 1, Full Body Simulation Part 2, Congratulations on finishing this course!
Course: Data Analysis with Tableau
Modules:
Welcome to the Course, The Business Intelligence Analyst Role, Welcome to Week 1, Data Analysis Process Framework
Welcome to Week 2, Data Source and Worksheet Filters, Context Filters, Creating Folders and Hierarchies, Drilling Down, Groups, Sets, Aggregate Functions in Calculated Fields, Quick Table Calculations, Table Calculations
Welcome to Week 3, Histograms, Box Plots
Welcome to Week 4, Scatter Plots, Trend Lines, and Custom Analytics, Congratulations
Course: Exploratory Data Analysis for Machine Learning
Modules:
Course Introduction, Introduction to Artificial Intelligence and Machine Learning, Machine Learning and Deep Learning, Machine Learning and Deep Learning - Part 1, Machine Learning and Deep Learning - Part 2, History of AI, History of Machine Learning and Deep Learning, Modern AI, Applications, Machine Learning Workflow
Retrieving Data from CSV and JSON Files, Retrieving Data from Databases, APIs, and the Cloud, [Optional] Lab Solution: Reading Data Jupyter Notebook - Part A, [Optional]Lab Solution: Reading in Database Files - Part B, Data Cleaning, Handling Missing Values and Outliers, Handling Missing Values and Outliers using Residuals
Introduction to Exploratory Data Analysis (EDA), EDA with Visualization, Grouping Data for EDA, [Optional]Solution: EDA Notebook - Part 1, [Optional]Solution: EDA Notebook - Part 2, [Optional]Solution: EDA Notebook - Part 3, [Optional]Solution: EDA Notebook - Part 4, Feature Engineering and Variable Transformation - Background, Variable Transformation, Feature Encoding, Feature Scaling, Common Variable Transformations in Python, [Optional] Solution: Feature Engineering Lab - Part 1, [Optional] Solution: Feature Engineering Lab - Part 2, [Optional] Solution: Feature Engineering Lab - Part 3
Estimation and Inference - Introduction, Estimation and Inference - Example, Estimation and Inference - Parametric vs. Non-Parametric, Estimation and Inference - Commonly Used Distributions, Frequentist vs. Bayesian Statistics, Introduction to Hypothesis, Hypothesis Testing Example, Bayesian Interpretation of Hypothesis Testing Example, Type 1 vs Type 2 Error, Type 1 vs Type 2 Error: Examples, Hypothesis Testing Terminology, Significance Level and P-Values, Significance Level and P-Values and the F Statistic, [Optional] Hypothesis Testing Demo - Part 1, [Optional] Hypothesis Testing Demo - Part 2, Correlation vs Causation
Project Overview
Course: Time Series Mastery: Forecasting with ETS, ARIMA, Python
Modules:
Introduction to the Course: The Adventure Begins, What is Time Series Data?, Python: Becoming One with the Data, ETS and Seasonal Decomposition, Python: ETS and Seasonal Decomposition, Evaluating Time Series Forecasting Models, Python: Training & Testing, What is ARIMA?, Python: ARIMA, Python: Evaluating Time Series Models, SARIMA, Python: SARIMA, SARIMAX, Python: SARIMAX, Python: Predicting the Future, Congratulations! What's Next?
Course: Connected Planning in Action
Modules:
Welcome to Connected Planning in Action, Case Study - Unum, Case Study - DocuSign
Bridging the Gap between Strategic Planning and Operational Execution, Unlocking Value in Digital Transformation, Review: Brief History and Value of Connected Planning, Questions that Connected Planning Can Answer, Case Study - DISH Network, Include Finance in the Implementation Journey
Connected Planning for Finance Introduction, Overview of Connected Planning in Finance, Implementing Connected Planning in Finance, Transition to Finance Use Cases in the Core 18, Long Range Planning in an Organization, Case Study - PwC, Case Study - RSA, Case Study - HPE
Connected Planning for Sales Introduction, The Need for Connected Planning in Sales, Overview of Connected Planning in Sales, Case Study - HP, Transition to Sales Use Cases in the Core 18, Territory Planning in an Organization, Case Study - VMware, Case Study - Pure Storage, Case Study - Hitachi Vantara, Quota Modeling in an Organization, Case Study - Vodafone, Why do Sales Incentives Matter?, What Makes Managing Incentives Challenging?, Incentive Compensation Management in an Organization, Case Study - Zillow Group, Sales Forecasting in an Organization, Case Study - DocuSign, Case Study - Autodesk
Connected Planning for Supply Chain Introduction, Overview of Connected Planning in Supply Chain, The Recipe for Today’s Supply Chain Resilience, Case Study - Carters, Transition to Supply Chain Use Cases in the Core 18, Achieve Your Growth Objectives with Demand Management, Demand Planning in an Organization, Case Study - Circle K, Supply Planning in an Organization, Case Study - DISH Network, Sales and Operations Planning in an Organization, Supplier Collaboration Connected Planning Platform Demonstration, Case Study - SONOS
Connected Planning in Human Resources Introduction, The Role of HR in Supporting the Business and the Workforce in the New World of Work, Delivering an Agile Workforce, Cross-Functional Business Agility, Case Study - ServiceSource, Introduction to Human Resources Use Cases in the Core 18, Workforce Planning Definition, The Spectrum of Workforce Planning, Workforce Planning is Connected to Other Functions, ABCs of Workforce Planning, Case Study - Queensland Rail, Case Study - Tableau, Case Study - Anaplan UK customer, Compensation Modeling in an Organization
Introduction to Value Chains, Case Study - Hitachi Automotive Systems, Value Chain Descriptions, Introduction to the Corporate FP&A Value Chain, Introduction to the Business Unit FP&A Value Chain, Introduction to the Workforce Planning Value Chain, Introduction to the Sales Planning Value Chain, Introduction to the Incentives and Rewards Value Chain, Introduction to the Sales Forecasting Value Chain, Introduction to the Demand Management Value Chain
Project Introduction, Course Completion
Course: Precalculus: Mathematical Modeling
Modules:
Introduction to Mathematical Modeling, Linear Modeling, Scatterplots in Excel and Desmos
Examples of Exponential Modeling, Modeling with Data: Population Growth
Modeling with Power Functions, Modeling with Cyclic Data
Dimensional Analysis, Dimensional Analysis Example - Trinity Test
Course: Computer Vision in Microsoft Azure
Modules:
Introduction to Computer Vision in Microsoft Azure, What is Computer Vision?, Get Started with Image Analysis on Azure, What is image classification?, Get started with image classification on Microsoft Azure, Weekly Summary
What is object detection?, Get started with object detection on Microsoft Azure, Weekly Summary
What is Face Detection?, Get Started with Face Analysis on Microsoft Azure, What is Optical Character Recognition?, Get started with OCR on Microsoft Azure​, What is Receipt Analysis?, Get Started with Receipt Analysis on Azure, Weekly Summary
Course: عملاء قاعدة البيانات
Modules:
مقدمة إلى الدورة التدريبية: عملاء قاعدة البيانات, هندسة قواعد البيانات في Meta, اتصال MySQL/Python, التثبيت والإعداد, الاتصال بقاعدة بيانات MySQL باستخدام عميل لغة Python, إنشاء قاعدة بيانات وجداول في قاعدة بيانات MySQL باستخدام لغة Python, المؤشرات وMySQL, الفئات الفرعية للمؤشر., ملخص الوحدة: التفاعل مع MySQL باستخدام لغة Python
إنشاء البيانات وقراءتها في قاعدة بيانات MySQL باستخدام لغة Python, تحديث السجلات وحذفها في قاعدة بيانات MySQL باستخدام لغة python, تصفية البيانات وفرزها في MySQL باستخدام لغة Python, جمع البيانات من جداول مختلفة في قاعدة بيانات MySQL باستخدام لغة Python., ملخص الوحدة: إجراء استعلامات متقدمة على قاعدة بيانات MySQL باستخدام لغة Python
مراجعة سريعة لدوال MySQL, الوصول إلى دوال MySQL باستخدام لغة Python, استخدام دوال التاريخ والوقت بلغة Python, مراجعة سريعة للإجراءات المخزنة, الوصول إلى الإجراءات المخزنة باستخدام لغة Python, تجميع اتصالات قاعدة البيانات, مجموعة اتصالات Python / MySQL, ملخص الوحدة: عملاء قواعد البيانات المتقدمة
ملخص الدورة التدريبية: عملاء قاعدة البيانات, ملخص الدورة التدريبية