dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: 재생 에너지: 기본 원칙 및 일자리 창출
Modules:
환영 인사 및 강좌 개요, 감사 인사, 진로 탐색 활동: 나의 커리어 패스 만들기
청정에너지 101 소개, 보존 및 지속가능성, 재생 에너지의 형태, 재생 에너지의 중요성, 에너지 기초, 에너지 소비 및 보존, 재생 및 비재생 에너지원, 재생 에너지 커리어 패스, 주목할 사례: SUNY Farmingdale의 재생 에너지 교육 및 훈련, 주목할 사례: Columbia Technology Ventures, 선택: Timothy Hoffman의 재생 에너지 직업 관련 조언
지속가능성 소개, 지속가능성 개요, 환경, 경제, 공정성, 지속가능성 측정하기, 지속가능성 커리어 패스
녹색건축 소개, 녹색건축의 사회적 필요성, 녹색건축의 역사 및 목적, 녹색건축 등급 시스템, 녹색건축 커리어
태양 에너지 소개, 태양 산업의 역사, 태양의 가치, PV의 원리, 태양 전기 시스템 분석, 태양 복사, 태양을 바라보게 하기, 광전지와 PN 접합, 광전 변환 공학, PV 시스템, 태양 에너지 커리어, 주목할 사례 SUNY: 태양 에너지 커리어 패스, 태양 에너지 커리어에 대한 생각: Gay Canough, 설치 회사 소유주, 태양 에너지 커리어에 대한 생각: Dylan Pulaski, 설치 기술자, 태양 에너지 커리어에 대한 생각: John Easoz, 컨설턴트
풍력의 역사, 유체로서의 바람, 터빈 설계, 풍력 터빈 부지 선정, 풍력 에너지 커리어: 전문가 인터뷰 Jessica Fischer
나노 기술이란?, 나노 기술 분야에서 일하기, 태양 에너지 시스템을 위한 나노 기술, 태양광 전지 제조, 뉴욕시에 있는 나노 기술 교육, 주목할 사례: SUNY Erie Community College의 나노 기술
1단계: 프로젝트 정의하기, 2단계: 프로젝트 구체화 및 제목 정하기, 3단계: 프로젝트 목표, 4단계: SWOT 평가, 5단계: 여러분과 여러분의 미래 목표, 6단계: 셀프 마케팅 도구, 7단계: 요점 말하기 준비, 8단계: 온라인 이미지 보호, 9단계: 멘토 찾기, 10단계: 관계 넓히기
Course: Team Management for the 6 σ Black Belt
Modules:
Team Structure, Team Roles and Responsibilities, Stages of Team Development
Ensuring Productive Project Teams, Ensuring Creative Project Teams, Ensuring Effective Team Meetings
Team Training Needs, Communication Skills for Project Teams, Conflict Management Skills for Project Teams
Course 2 Summative Quiz
Course: Scaling with Google Cloud Operations - Español
Modules:
Introducción al curso
Introducción, Aspectos básicos de la administración financiera en la nube, Prácticas recomendadas de la administración financiera en la nube, Usa la jerarquía de recursos para controlar el acceso, Controla el consumo de la nube
Introducción, Aspectos básicos de la confiabilidad en la nube, Diseño de infraestructuras y procesos resilientes, Modernización de las operaciones con Google Cloud, Atención al cliente de Google Cloud, Duración de un caso de asistencia
Sustentabilidad con Google Cloud
Resumen del curso
Course: Introduction to Information Technology and AWS Cloud
Modules:
Welcome to the Course, Module 1 Introduction, How do computers work?, Introduction to IT, Basics of modern IT infrastructure, Traditional IT job roles, Let's talk about software, Operating Systems, Operating Systems and the command line, What is OS virtualization?, Module 1 wrap up
Module 2 Introduction, The Localhost: there’s no place like 127.0.0.1!, Web servers and web applications, what's the difference?, Anatomy of a website, What happens when I load a website in a browser?, DNS Basics, IT security basics, Putting all the pieces together, Module 2 Wrap up
Module 3 Introduction, Why is cloud the new normal?, AWS Public Cloud Components, What are APIs, and why the term “Elasticity” is so common?, 6 advantages of cloud computing, IT Job Roles and the Cloud, Cloud Consulting ideas, and how to get involved, AWS Cloud in action, Course Closing
Course: Inversiones en los mercados de capitales
Modules:
Bienvenida al curso
Clase 1: Introducción y renta fija, Clase 2: Riesgo y duración de bonos, Clase 3: Renta variable, Clase 4: Derivados Financieros
Clase 1: Los mercados financieros, Clase 2: Ejecución eficiente de transacciones, Clase 3: Intermediarios financieros, Clase 4: Algorithmic Trading
Clase 1: Conceptos generales sobre teoría de portafolios, Clase 2: Teoría de portafolios, Clase 3: Construcción de portafolios eficientes, Clase 4: Capital Asset Pricing Model (CAPM)
Clase 1: Volatilidad, Clase 2: Value at risk, Clase 3: Métodos para calcular el VaR, Clase 4: Stress testing y Tracking error
Cierre del curso
Course: Mandarin Chinese for Intermediate Learners: Part 1
Modules:
Welcome, 你也喜欢跑步吗？Do you also like running?
马克的日记 Mark‘s Diary, Cultural appreciation 文化赏析
你学得怎么样? How well do you learn?
艾米丽的家 Emily's House, Cultural appreciation 文化赏析
肉夹馍比汉堡包好吃 Roujiamo tastes better than hamburgers
马克的日记 Mark‘s Diary, Cultural appreciation 文化赏析
你是跟谁一起去的？Who did you go with?
李佳的日记 Lijia's Diary, Cultural appreciation 文化赏析
马克去面试  Mark goes for an interview
马克的日记  Mark's Diary, Cultural appreciation 文化赏析
Course: The Science of Well-Being for Teens
Modules:
Why Take Yale's Most Popular Course?, What Does It Even Mean to Be Happy?, Is Becoming Happier a Selfish Thing to Do?, Do Life Circumstances Determine Happiness?, What Are the Benefits of Being Happier?, Our Mind Lies to Us About Happiness, Misconceptions #1: Money & Awesome Stuff, Misconceptions #2: Grades & College Admissions, Misconceptions #3: Screen Time & Social Media, Negative Mass Media?, Dopamine Hits from Social Media?, Being Fake Online?
Our Minds Are Bad at Predicting Our Feelings, Happiness Problem #1: We Get Used to Stuff but Don't Know It, How Can We Deal with Hedonic Adaptation?, Happiness Problem #2: We Compare Ourselves a Lot, Happiness Problem #2: We Compare Ourselves to Other People, How Can We Deal with Social Comparisons?, Happiness Problem #3: Our Attention Is Limited, How Can We Deal with Limited Attention?, An Experience Gone Bad?, Comparisons Other Make About Us?, Reference Points & Self-Love?, Are Comparisons Motivating?
What Make Us Happier: Behaviors, Social Connection, Kindness, Flow & Fun, Signature Strengths, Healthy Habits, Time Affluence, Happy People & Charity?, Helping Others?, Changes in Sleep Patterns?
What Make Us Happier: Thoughts, Experiencing gratitude, Practicing mindfulness, Fighting your inner critic, Getting some perspective, Developing the right mindset, Avoiding Apathy?, Gaslighting Yourself?, Lying to Yourself?
What Makes Us Happier: Feelings, Accepting negative emotions, Bridging our empathy gaps, Regulating our fight-or-flight, Avoiding Rumination During Meditation?
Putting These Happiness Tips into Practice, Realizing the Situation Around Us, Harnessing the Power of Other People, Understanding the Habit Loop, Hacking the Habit Loop, Leveraging Our Associations, Rethinking Our Psychological Timeline, Happiness is up to you!, Messing Up Your Goal?, Coping with Negative People?, Dr. Santos' Strategies?
Course: Creativity And Entrepreneurship
Modules:
What is Entrepreneurship After All?
Why Musicians Are Natural Entrepreneurs, 5 Skills of Successful Innovators, Learning To Observe
Connecting with Your Intentions, Process of Reduction, Falling in Love with a Problem, Prototyping, Iteration
Understanding Your Customer, Building a Team, Developing Your Brand, Selling and Marketing, Presenting
Coping with Failure, Developing a Network, This Much I Know is True, Learn to Replenish
Course: How Entrepreneurs in Emerging Markets can master the Blockchain Technology
Modules:
How Entrepreneurs in Emerging Markets can master the Blockchain Technology, What Excites You About Blockchain?, Introduction to week 1, Financial Markets Today: Financial Intermediation, Financial Market Infrastructures, How blockchain can change the financial system, A blockchain-based startup: Proof of Steak, Public Key Cryptography, Hash Functions - Five Properties, Merkle Trees
Introduction to Week 2, Single- and double-entry bookkeeping, In conversation: How will blockchain disrupt banks?, What is a blockchain?, From blocks to blockchain, Distributed consensus, Consensus Mechanisms overview, Consensus Mechanism: Proof Of Work, Consensus Mechanism: Proof of Stake
Introduction to Week 3, What is artificial intelligence? - A bird's eye view, Artificial Intelligence in Banks, Unsupervised learning - Agglomerative clustering, Unsupervised learning - Partitional clustering, Supervised learning, Supervised learning - Classification and Regression, Reinforcement learning, Aunnie Patton Power: Artificial Intelligence and Impact Investing, Benji Meltzer: Aerobotics - Using Artificial Intelligence for tree crop protection
Introduction to Week 4, Web 3.0 - from client-server architecture to distributed applications, Blockchain benefits, Blockchain considerations, Blockchain outside finance: supply chain solutions, Custos Media Technologies - Fighting piracy using blockchain, Do you need blockchain?, Custos Media Technologies - Do you need blockchain?
Course: Network Security Support Engineer
Modules:
Welcome to Fortinet Network Security Specialization, Welcome to Network Security Support Engineer
System Resources
Sessions, Traffic Flow, and Networking
Firewall Authentication
Security Profiles
IPsec
Course: Doing Business in China Capstone
Modules:
1. Course Format, Grading and Expectations, 2. An Overview of BDF and HON life
3. Project Description Instructions, 4. Project Description Template
5. Strategy Instructions, 6. PESTGDP Analysis and Strategic Plan Template
7. Selling Instructions, 8. Marketing Plan Guidelines
9. Recap of your project objective, 10. Business Plan Instructions, 11. Business Plan Template, 12. 1-minute Video Pitch Presentation Instruction
Course: Ukraine: History, Culture and Identities
Modules:
Independent Ukraine, Rus' as an Early Medieval Kingdom, Culture and Religion in Medieval Rus', The Ukrainian Reformation, A New Military Force in Europe: the Ukrainian Cossacks, The State-Making Experience of the Ukrainian Cossacks
Beginning of the Ukrainian National Revival, Ukrainians, Jews, and Crimean Tartars in the 19th Century, Industrialization and Politicization of  the Ukrainian National Movement, Ukrainians Between Two Wars, A Way to Independence
Course: Cross-border road transport in EU law context
Modules:
Welcome students!, A day in the life of a truckdriver...
Introduction to the course and to the module, State of the art and legal context, Content and limits, The scope of application of the fundamental freedoms, General principles, Applicability and enforcement of fundamental freedoms in the road transport sector
Introduction lecture on competence of the court, Applicability of the Brussels Regulation, General principles of the Brussels Regulation, Claim brought by the employee against the employer, Claim brought by the employer against the employee, Introduction lecture to applicable law, Applicability of the Rome I Regulation, The system of the Rome I Regulation, Article 8 of the Rome I Regulation, Article 9 of the Rome I Regulation
Introduction to posting of workers, Posting as a political issue and the aims of the PWD, Material scope of the PWD, Personal scope of the PWD, Enforcement Directive and the revised PWD, Applicability and enforcement of the PWD in the road transport sector
Introduction and general overview, Applicable legal instruments, Applicability of the EU social security coordination regulation, General principles of EU social security coordination, Determination of the applicable social security legislation, Special rules on posting of workers, Pursuit of activities in two or more Member States, Abuse and fraud, Control measures, The international transport sector
Introduction to social dialogue
The sample case
Course: Rust for Large Language Model Operations (LLMOps)
Modules:
Instructor Intro, A Function, the Essence of Programming, Operationalize Microservices, Continuous Integration for Microservices, What is Makefile and how do you use it?, What is DevOps?, Kaizen methodology, Infrastructure as Code for Continuous Delivery, Responding to Compromised Resources and Workloads, Designing and Implementing Monitoring and Alerting, Audit Network Security, Rust Secure by Design, Preventing Data Races with Rust Compiler, Using AWS Config for Security, AWS Security Hub Demo, Explain How to Secure Your Account with 2FA, Understanding Access Permissions, Repository Permission Levels Explained, Repository Privacy Settings and Options, Unveiling Key Concepts of the GitHub Ecosystem, Demo: Implementing GitHub Actions, Demo:  GitHub Codespaces, Demo: GitHub Copilot
Candle: A Minimalist ML Framework for Rust, Using GitHub Codespaces for GPU Inference with Rust Candle, VSCode Remote SSH development AWS Accelerated Compute, Building Hello World Candle, Exploring StarCoder: A State-of-the-Art LLM, Using Whisper with Candle to Transcribe, Exploring Remote Dev Architectures on AWS, Advantages of Rust for LLMs, Serverless Inference, Rust CLI Inference, Rust Chat Inference, Continuous Build of Binaries for LLMOps, Chat Loop for StarCoder, Invoking Rust Candle on AWS G5-Part One, Invoking BigCode on AWS G5-Part Two
Introduction to Rust Bert, Installation and Setup, Basic Syntax and Model Loading, Building a sentiment analysis CLI, Introduction to Rust PyTorch, Running a PyTorch Hello World, PyTorch Pretrained, Running PyTorch Pretrained, Introduction to ONNX, ONNX Conversions
Extending Google Bard, Exploring Google Colab with Bard, Exploring Colab AI, Exploring Gen App Builder, Responsible AI with AWS Bedrock, AWS Bedrock with Claude, Summarizing text with Claude, Using the AWS Bedrock API, Live Coding AWS CodeWhisperer Part One, Live Coding AWS CodeWhisperer Part Two, Live Coding AWS CodeWhisperer Part Three, Using AWS CodeWhisperer CLI
Course: Probabilistic Graphical Models 1: Representation
Modules:
Welcome!, Overview and Motivation, Distributions, Factors
Semantics & Factorization, Reasoning Patterns, Flow of Probabilistic Influence, Conditional Independence, Independencies in Bayesian Networks, Naive Bayes, Application - Medical Diagnosis, Knowledge Engineering Example - SAMIAM, Basic Operations, Moving Data Around, Computing On Data, Plotting Data, Control Statements: for, while, if statements, Vectorization, Working on and Submitting Programming Exercises
Overview of Template Models, Temporal Models - DBNs, Temporal Models - HMMs, Plate Models
Overview: Structured CPDs, Tree-Structured CPDs, Independence of Causal Influence, Continuous Variables
Pairwise Markov Networks, General Gibbs Distribution, Conditional Random Fields, Independencies in Markov Networks, I-maps and perfect maps, Log-Linear Models, Shared Features in Log-Linear Models
Maximum Expected Utility, Utility Functions, Value of Perfect Information
Knowledge Engineering
Course: Technical Deep Dive with Incident Response Tools
Modules:
Network forensics with Zeek: conn.log, Network forensics with Zeek: http.log, Network forensics with Zeek: dns.log, Network forensics with Zeek: putting them together, Introduction to Wireshark, Network forensics with Wireshark
Memory forensics: extracting a memory dump, Memory forensics: extracting artifacts and IOCs with Volatility
Data breach/hacking incident: Investigation, Data breach/hacking incident: Containment, Data breach/hacking incident: Eradication/Validation
Live ongoing hacking incident: Detection/Investigation, Live ongoing hacking incident: Investigation/Containment
SolarWinds case
Course: Capstone and Practice Exam (AZ-500)
Modules:
Course introduction, Introduction to Azure Active Directory: Licenses, terminologies, and features, Create and manage users in Azure Active Directory, Manage groups and external users in Azure Active Directory, Manage secure access in Azure Active Directory, Explore authentication options for hybrid identities, Explore Azure Active Directory Identity Protection, Manage privileged access using Privileged Identity Management, Designing an enterprise governance strategy: Principles and policies, Manage resources using role-based access control, Manage and secure resources with resource locks and Azure Blueprints, Implement perimeter security strategies in Azure, Configure network security groups, Implement application security in Azure, Configure and manage host and container security, Manage access to Azure Kubernetes Service, Configure and manage Azure Key Vault, Secure applications in the Microsoft identity platform, Explore Azure Active Directory authentication and application registration, Configure Microsoft Graph permissions, Configure managed identities and web app certificates, Secure Azure Storage for access control, Configure authentication and encryption for Storage accounts, Configure database security and monitoring, Enable Microsoft Defender for Cloud for SQL Databases, Implement data masking and encryption, Configure diagnostic logging in Azure Monitor, Configure Microsoft Defender for Cloud security policies, Enable just-in-time virtual machine access, Create custom analytics rules in Microsoft Sentinel, Investigate incidents and threats with Microsoft Sentinel, Module summary
About the course project, Project scenario
Introduction to the AZ-500 and practice exams, Congratulations
Course: Unpacking Unconscious Bias in the Workplace
Modules:
Welcome to Unpacking Unconscious Bias in the Workplace
Introduction: How Personal Perspectives and Biases are Formed, How Culture, Upbringing, and Experience Shape Our Biases, Defining Cognitive, Unconscious, and Conscious Bias, How Personal Perspectives and Biases are Formed: Final Thoughts, Introduction: Unpacking Unconscious Bias, Understanding Unconscious Bias is Crucial, Understanding Unconscious vs. Conscious Bias, Handling Unconscious Bias in Decision-Making: A Guided Interactive Scenario, Everyday Biases, Unpacking Unconscious Bias: Final Thoughts, Introduction: Strategies for Mitigating and Disrupting Bias in the Workplace, The Impact of Unconscious Bias in the Workplace, Disrupting Bias: Allyship and Amplification, Disrupting Bias: "Calling Out" and "Calling In", Strategies for Mitigating and Disrupting Bias in the Workplace: Final Thoughts
Course: Conspiracy Planet
Modules:
Introduction, What is a Conspiracy?, Spotting Conspiracy Theories
About Hofstadter
World War I, The Jews and the Protocols, The Protocols Exposed
Getting in to the War, WWI and its Dissenters, WWI Conspiracy Theories, Acknowledgments
Dealey Plaza, Oswald, The Warren Commission, The Garrison Trial, FAQ on JFK, Further Reading
Introduction to Marilyn Monroe, Monroe Conspiracy Theories, Diana the Idol, Why Diana Conspiracies, Conspiracy Culture
How to create your own conspiracy theory, Conclusion
Course: Introducción al Aprendizaje Profundo
Modules:
Universidad Austral, Introducción, ¿Qué es una Red Neuronal?, Uso de Redes Neuronales en el Aprendizaje Supervisado, Qué es y porqué es relevante el Aprendizaje Profundo, Introducción a Jupyter/Ipython notebooks
Bienvenidos/as al Módulo 2, Regresiones: las redes neuronales más sencillas, Clasificación binaria y regresión logística, Función de Costo en la Regresión Logística, Descenso de Gradiente, Derivadas y grafos computacionales, Descenso de Gradiente Aplicado a una Regresión Logística, Vectorización
Bienvenidos/as al Módulo 3, Redes Neuronales de una Capa Oculta, Funciones de Activación, Backpropagation en Redes Neuronales de una Capa Oculta, Formas de inicialización
Bienvenidos/as al Módulo 4, Redes Neuronales Profundas de L-Capas, Intuición de por qué las redes profundas funcionan, Parámetros e Hiperparámetros
Course: Action-Driven Business Plan: From the ‘Classroom’ to the World
Modules:
Welcome from Prof. Maital - part 1, Welcome from Prof. Maital - part 2, Make a Plan - a Message from Prof. Maital
Zoom Out - a Message from Prof. Maital
Zoom In - a Message from Prof. Maital
Business Design - part 1 - a Message from Prof. Maital
Business Design - part 2 - a Message from Prof. Maital
Finalize Your Business Plan - a Message from Prof. Maital, Summary from Prof. Maital - part 1, Summary from Prof. Maital - part 2
Course: Writing Stories About Ourselves
Modules:
The Most Important Person in My Story Is Me, Right?, Give the Readers What They Need, Not Necessarily What They Want, How Do I Pick a Subject?, I Want to Know What Happens Next, Interview with Amy Bloom
I Can See It Perfectly in My Head..., Hyper-Vivid Prose, I Can See It Perfectly in My Head.... Part 2, The Inherent Drama of the White Page, Interview with Amy Bloom, part 2
Judging a Story by Its Opening Line, Get Them to the Second Line, Does the Second Line Live Up to the First?, Before the Opening Line
Intro to Dialogue, The "Sound" of Dialogue, The Unfortunate Limits of Dialogue, What We Lose When We Only Speak Aloud, Interview with Amy Bloom, part 3
Course: Learn TypeScript
Modules:
Test your knowledge!
Test your knowledge!
Test your knowledge!
Test your knowledge!
Course: التسويق في عالم رقمي
Modules:
مرحبًا بكم في الدورة التدريبية للتسويق في عالم رقمي, ما المقصود بالتسويق؟, المفهوم الأساسي: المنتج, معامل ذكاء (IQ) التسويق الرقمي: المنتج, المفهوم الرقمي: الإبداع المشترك، الجزء الأول, المفهوم الرقمي: الإبداع المشترك، الجزء الثاني, المفهوم الرقمي: الإبداع المشترك، الجزء الثالث, مقدمة حول دراسة الحالة: Local Motors, ملخص دراسة الحالة: Local Motors, المفهوم الرقمي: العلامات التجارية الشبيهة، الجزء الأول, المفهوم الرقمي: العلامات التجارية الشبيهة، الجزء الثاني, تمرين: Ideas.Lego.com, مقر الجامعة في دائرة الضوء: جون روجيرز
المفهوم الأساسي: الترويج, معامل ذكاء (IQ) التسويق الرقمي: الترويج, المفهوم الرقمي: الأصالة، الجزء الأول, المفهوم الرقمي: الأصالة، الجزء الثاني, مقدمة حول دراسة الحالة: التذكير بحالة بيبسي, ملخص دراسة الحالة: التذكير بحالة بيبسي, المفهوم الرقمي: المحتويات التي يقوم المستخدم بإنشائها، الجزء الأول, المفهوم الرقمي: المحتويات التي يقوم المستخدم بإنشائها، الجزء الثاني, تمرين: Wikipedia.org, مقر الجامعة في دائرة الضوء: آلان كريج
المفهوم الأساسي: التعيين, معامل ذكاء (IQ) التسويق الرقمي: التعيين, المفهوم الرقمي: البيع بالتجزئة المعاصر، الجزء الأول, المفهوم الرقمي: البيع بالتجزئة المعاصر، الجزء الثاني, مقدمة حول دراسة الحالة: Threadless, ملخص دراسة الحالة: Threadless, المفهوم الرقمي: الطباعة ثلاثية الأبعاد، الجزء الأول, المفهوم الرقمي: الطباعة ثلاثية الأبعاد، الجزء الثاني, تمرين: Thingiverse.com, متابعة تمرين Thingiverse, اختياري: عرض بالفيديو للطباعة في المراكز ثلاثية الأبعاد, مقر الجامعة في دائرة الضوء: ترافيس روس
المفهوم الأساسي: السعر, معامل ذكاء (IQ) التسويق الرقمي: السعر, المفهوم الرقمي: ادفع ما تشاء، الجزء الأول, المفهوم الرقمي: ادفع ما تشاء، الجزء الثاني, Case Study Intro: Radiohead, ملخص دراسة الحالة: Radiohead, متابعة دراسة حالة Radiohead, المفهوم الرقمي: أدوات مقارنة الأسعار، الجزء الأول, المفهوم الرقمي: أدوات مقارنة الأسعار، الجزء الثاني, تمرين: RedLaser.com, مقر الجامعة في دائرة الضوء: د. هاري سوندارام, خاتمة التسويق في عالم رقمي
Course: Rocket Science for Everyone
Modules:
Why Rocket Science?, Class Outline and Origin
What is an Orbit?, Where Does Space Start?, Orbital Regions Around Earth, Describing Orbits with Kepler's Laws, Low Earth Orbit (LEO), Medium Earth Orbit (MEO) + GPS, Geosynchronous Earth Orbits (GEO), Summary of Orbits (LEO/MEO/GEO), Special Orbits (Polar, Sun-Synch and Cislunar), Getting Into Orbit, Deeper Dive I:  Kepler's Law Examples
Newton's Laws, Airplanes vs. Rockets, Types of Chemical Rockets, The Rocket Equation, Multistage Rockets, Where are Rockets Launched?, Beyond Chemical Rockets
Satellite Payloads, Electrical Power and Solar Panels, Satellite Communication, Imaging Cameras, Putting It Together
The 'Why?' (Sputnik, SWOT and UVEX), Thank You!
Course: Mocking with JUnit
Modules:
Instructor Introduction, Mock Testing, How to use Mock Objects, Putting it all Together, Best Practices, Lab 1 Walkthrough
Mock Object Controller, Lab 2 Walkthrough, Conclusion
Course: Global Health and Humanitarianism
Modules:
Global Health and Humanitarianism MOOC Introduction, Video 1.0: IFRC Introduction to Global Health (04:21), Video 1.1: What is Global Health? (03:20), Video 1.2: Perspectives on Global Health (09:59), Video 1.3: Equity of Access to Healthcare (01:49), Video 1.4: Maternal Healthcare (04:46)
Video 2.1: Week 2 Introduction (00:54), Video 2.2: The Spread of Disease (including League of Nations Case Study) (03:01), Video 2.3: Case Study: Pandemic Influenza Outbreak, WW1 (05:17), Video 2.4: Origins of Global Health (02:39), Video 2.5: GH Non Communicable Diseases (03:52)
Video 3.1: Humanitarian Response: An Introduction (04:56), Video 3.2: Disaster and Humanitarian Response: Social Aspects (14:54), Video 3.3: Understanding Humanitarian Responses (09:35)
Video 4.1: Humanitarian Dilemmas (11:36), Video 4.2: Perspectives on Humanitarian Ethics and Principles (22:04), Video 4.3: Operational Responses to Humanitarian Dilemmas (09:02)
Video 5.1: Humanitarian Assistance: An Introduction (05:26), Video 5.2: Humanitarian Assistance and Armed Conflict: International Conventions (08:01), Video 5.3: Humanitarian Assistance and Natural Disaster: International Customs (07:05), Video 5.4: The Right to Humanitarian Assistance: Challenges (04:55)
Video 6.1: The Origins of Responsibility to Protect (R2P) (08:22), Video 6.2: Development and Controversies of R2P (06:01), Video 6.3: Challenges to R2P (10:38), Video 6.4: Exploring challenges to R2P (07:36), Introduction to HCRI (03:08)
Course: Introduction to Data Protection and Privacy
Modules:
What is Data & Why Do We Need to Protect It?, Intro to PII and PHI (Personal Data), Securely Processing Private Data, GRC: Governance, GRC: Risk, GRC: Compliance, Implement Basic Safeguards, Continuous Monitoring and Compliance
Course: Vozes da Mudança Social
Modules:
Sua jornada de mudança social começa aqui!, Conheça os Vozes da Mudança Social Empreendedores, O que nos levou a começar nossa jornada de mudança social?, A trajetória de Carolina
Por onde começar?, A trajetória de Melanie
Como começamos a agir?, A jornada de Gustavo
Expansão e desenvolvimento de seu empreendimento social, B Lab: ampliando nosso empreendimento social, de uma ideia para um movimento global., A importância do networking e da mentoria em nossa jornada de inovação social
Networking em alto e bom som!, Conselho final de seus colegas de inovação social
Course: De la comunicación a la neurocomunicación
Modules:
Bienvenida, La neurocomunicación es la casa del ser, Neurocomunicación desde el cuerpo, Contagio neuronal: revitaliza tu liderazgo
Course: Dopage : Sports, Organisations et Sciences
Modules:
Introduction générale, Introduction au module 1, 1-Définir le dopage, 2-La prise de produits comme pratique ordinaire, 3- L'émergence des normes qui définissent le dopage, 4-La fixation des normes juridiques, 5- Conclusion du module 1
Introduction au module 2, 1-Pourquoi les sportifs se dopent-ils ?, 2- Devenir bodybuilder et consommer des produits, 3-Le rapport au risque des bodybuilders, 4- La socialisation des cyclistes, 5-Les carrières des cyclistes et le dopage, 6-Les approches psychologiques du dopage. Partie 1, 7- Les approches psychologiques du dopage. Partie 2, 8-Conclusion du module 2
Introduction au module 3, 1- Le rôle de l'Agence mondiale antidopage (AMA), 2- La politique de l'UEFA en matière de dopage, 3-Le rôle du TAS dans le règlement des litiges, 4-Politique de prévention du dopage. L'exemple du cyclisme, 5- Conclusion du module 3
Introduction au module 4, 1- Le fonctionnement des laboratoires accrédités, 2- Le passeport biologique et les approches longitudinales, 3-Le système ADAMS, 4-L'approche forensique de l'antidopage, 5-Résultats d'analyse atypiques des contrôles antidopage, 6- Conclusion du module 4, Conclusion générale du cours
Course: Introduction to Biology: Evolution
Modules:
Course Introduction, Meet Your Professor
Why Evolution Matters?, Early Ideas of Evolution, Charles Darwin (Part I), Charles Darwin (Part II), Alfred Russel Wallace, On the Origin of Species
What Did Darwin Propose?, What was Missing from Darwin's Theory?, Why Darwin was Disgusted by Peacocks, Mechanisms of Evolution, Classic Experiment: Lederberg's Experiment, Hardy-Weinberg Equilibrium
Speciation Part I, Speciation - Part II, Phylogenetics, Applying Phylogenetics
Transitional Forms, Evidence for Evolution: Biogeography, Comparative Anatomy, Galapagos Finches, Lenski's Experiment, Interview with Dr. Shamoo
Course Conclusion
Course: Fundamentals of Customers and Competition, with Goldman Sachs 10,000 Women
Modules:
Welcome, Customer segmentation, Maximizing value in the Customer Buying Process, Exploring competitive differentiation, Introducing the Customer Value Proposition, Selecting a pricing model
Course: Computer Science: Programming with a Purpose
Modules:
Why programming?, Program development, Built-in data types, Type conversion
Conditionals: the if statement, Loops: the while statement, An alternative: the for loop, Nesting, Debugging
Basic concepts, Typical array-processing code, Two-dimensional arrays
Standard input and output, Standard drawing, Fractal drawings, Animation
Basic concepts, Case study: Digital audio, Application: Gaussian distribution, Modular programming and libraries
Foundations, A classic example, Recursive graphics, Avoiding exponential waste, Dynamic programming
The challenge, Empirical analysis, Mathematical models, Doubling method, Familiar examples
Overview, Color, Image processing, String processing
Overview, Point charges, Turtle graphics, Complex numbers
Popular languages, Java in context, Object-oriented programming, Type checking, Functional programming
Course: القيادة المتناقضة كأسلوب تفكير
Modules:
المقصود بالـ (Paradoxical Leadership) كأسلوب تفكير, الفرق بين القيادة المتناقضة والقيادة التقليدية (2/1), الفرق بين القيادة المتناقضة والقيادة التقليدية (2/2), خصائص القيادة المتناقضة, المتناقضات الأساسية التي يواجهها القادة, السمات الأساسية للقادة المتناقضين, التوازن الديناميكي: آلية عمل القادة المتناقضين - الجزء الأول, التوازن الديناميكي: آلية عمل القادة المتناقضين - الجزء الثاني, كيفية وصول القائد لنقطة التوازن, كيفية تصحيح الأخطاء في ظل القيادة المتناقضة, تقييم مستوى القيادة المتناقضة, الأنماط الثقافية في القيادة المتناقضة
Course: Michigan Sport-Related Concussion Training Certification
Modules:
Welcome to the Michigan Sport-Related Concussion Training Certification Course, Module 1: Identifying a Concussion, Module 2: Remove from Play, Module 3: Rest and Rehabilitation, Module 4: Return to Learn and Activity, Module 5: Long-Term Effects
Course: AI for Course Design
Modules:
Welcome to the Course, A Charge for Instructors and Course Designers
Creating Learning Materials with ChatGPT, Results from Using ChatGPT-4 for Learner Feedback, Demo: Using AI for Media Design​
Benefits of Using AI in Education - Group Panel, Challenges and Ethical Considerations of Using Generative AI - Group Panel, Integrating AI into Student Activities with William Kuskin, Realities of Using AI for Teaching and Learning
Outlook of AI in Education, Course Conclusion
Course: Transformación digital
Modules:
Introducción al curso, Semana 1 Introducción, Evolución exponencial de la tecnología, Deconstrucción de la cadena de valor, Entrevista con Philip Evans sobre deconstrucción, La tecnología hace la diferencia, Transformación digital en Pitney Bowes, Entrevista con el CEO de Pitney Bowes, Marc Lautenbach, Entrevista con Pitney Bowes, vicepresidente ejecutivo, y Lila Snyder, presidente de servicios comerciales, Conclusión de la Semana 1
Semana 2 Introducción, Una perspectiva histórica, La disrupción no es nueva Parte I, La disrupción no es nueva Parte II, Análisis ambiental y el Ciclo de vida competitivo, El Ciclo de vida competitivo en detalle, La responsabilidad de la incumbencia, La economía de la innovación, Una vista de cartera, Conclusión de la Semana 2
Semana 3 Introducción, Big Data Parte I, Big Data Parte II, Entrevista con John Rose sobre la confianza, Cambio a la nube Parte I, Cambio a la nube Parte II, Internet de las cosas, Fabricación aditiva Parte I, Fabricación aditiva Parte II, Seguridad cibernética Parte I, Seguridad cibernética Parte II, Inteligencia Artificial Parte I, Inteligencia Artificial Parte II, Cadena de bloques Parte I, Cadena de bloques Parte II, Entrevista con Nicolas Harlé sobre cadena de bloques, Combinación de tendencias, Recorrido por el Centro de innovación para operaciones de BCG, Entrevista con Moundir Rachidi sobre Industry 4.0, Conclusión de la Semana 3
Semana 4 Introducción, Entrevista con Tom Reichert sobre el marco de trabajo, Estrategia impulsada por lo digital, Digitalizar el núcleo Parte I, Digitalizar el núcleo Parte II, Entrevista con Antoine Gourévitch sobre digitalización, Nuevo crecimiento digital Parte I, Nuevo crecimiento digital Parte II, Innovación y el i.Lab de UVA, Personas y organización, Entrevista con Martin Danoesastro sobre agile@scale, Datos y análisis Parte I, Datos y análisis Parte II, Datos de análisis en el aeropuerto Heathrow de Londres, Tecnología, Entrevista con Stefan Mohr sobre tecnología, Ecosistemas, Entrevista con Ralph Dreischmeier sobre Factores de éxito en la transformación digital, Conclusión de la Semana 4, Conclusión del curso
Course: Kubernetes Integration and Advanced Orchestration Techniques
Modules:
New Video, CI/CD in Kubernetes: Empowering Continuous Delivery, Kubernetes and CI/CD: A Perfect Match, CI/CD Tools and Platforms: Jenkins, GitLab, and CircleCI for Building and Testing Kubernetes Applications, Deploying and Rolling Back Applications in Kubernetes with Blue/Green Deployment, Monitoring and Auditing CI/CD Pipelines with Grafana and Prometheus, CI/CD Best Practices, Scaling, and Securing Pipelines, Continuous Improvement, Feedback Loops, and Troubleshooting CI/CD Pipelines
Understanding Helm Components, Use Cases, and Benefits, Overview of Helm Architecture and Workflow, and Helm vs. Kubernetes Manifests, Updating and Implementing Helm Charts, and Discovering Helm Plug-ins, Helm Chart Anatomy and Best Practices, Creating and Packaging Helm Charts, Deploying and Updating Applications with Helm, and Updating Public or Local Repositories, Helm Plugins, Flexibility, Chart Dependencies, and Sharing, Testing and Validating Helm Charts, Templating, and Customization with Helm, Helm Rollbacks and Revisions: Simplifying Kubernetes Deployments
Kubernetes Operators and Custom Controllers, Operator Framework and SDK, Designing and Developing Custom Controllers, and Troubleshooting and Debugging Operators and Custom Controllers, Building and Deploying Kubernetes Operators, Benefits, and Operator Patterns, GitOps Overview, Benefits, Workflows, and Best Practices, GitOps Tools: Argo CD and Flux for Implementing and Managing Workflows in Kubernetes Environments
Course: Introduction to Banking
Modules:
Course Introduction, Main Categories of Financial Institutions, How Financial Institutions Are Organized, Universal Banks, Large Banks, Investment Banks, Community Banks, Online Banks, Credit Unions, Building Societies, Savings and Loans Associations
Banking Services, Retail Banking, Private Banking, Business Banking, Commercial Banking, Corporate Banking, Investment Banking, Midway Check-in
A Bank's Balance Sheet, A Bank's Income Statement, Net Interest Income, Components of Total Revenue, Measuring Returns in a Bank, The Impact of Leverage, The Importance of Operating Efficiency, What Is the Bank’s Profit Exercise, Asset-Liability Matching (ALM), Securitization
Banking Careers, Investment Banking Career, Sales and Trading Career, Equity Research Career, Commercial Banking Career, Retail Banking Career, Other Roles in Banking - Mid Office and Back Office
Course Summary
Qualified Assessment
Course: Innovation Career Lessons from a Master
Modules:
Introduction, Love and Knowledge are Infinite, Grow and Share - video 1, Love and Knowledge are Infinite, Grow and Share - video 2, Love and Knowledge are Infinite, Grow and Share - video 3, Learning from Failure and Success - video 1, Learning from Failure and Success - video 2, Learning from Failure and Success - video 3, Nothing Moves Without a Vision - video 1, Nothing Moves Without a Vision - video 2, Nothing Moves Without a Vision - video 3
Have a Differentiated Market Transforming Strategy - video 1, Have a Differentiated Market Transforming Strategy - video 2, Have a Differentiated Market Transforming Strategy - video 3, Dare to take action - video 1, Dare to take action - video 2, Dare to take action - video 3, Fight Resistance - video 1, Fight Resistance - video 2, Fight Resistance - video 3
It's all About the Ecosystem - video 1, It's all About the Ecosystem - video 2, It's all About the Ecosystem - video 3, Build a Team with the Right Culture - video 1, Build a Team with the Right Culture - video 2, Build a Team with the Right Culture - video 3, Keep it Simple - video 1, Keep it Simple - video 2, Keep it Simple - video 3
Work Hard - video 1, Work Hard - video 2, Summary, Interview with Nobel Prize winner Prof. Dan Shechtman - video 1, Interview with Nobel Prize winner Prof. Dan Shechtman - video 2, Interview with Ariel Maislos (Anobit), Interview with Uri Weiser - part 1, Interview with Uri Weiser - part 2, Interview with Uri Weiser - part 3
Course: Wilderness First Aid - Medical Emergencies
Modules:
When to Evacuate, Chest Pain Part I, Chest Pain Part II, Shortness of Breath, Epi Pen Demonstration
STOP Part 1, STOP Part 2, EATTS, Hypoglycemia Case Study - Interview
Abdominal Emergencies, Abdomen Full Scenario - In Production, Gastroenteritis and Constipation, Urologic and Reproductive Systems
The Eye
Course: Breastfeeding: Public Health Perspectives
Modules:
Breastfeeding: A Public Health Priority, The Application of Breastfeeding Practices to the Socio-Ecological Model, Breastfeeding Definitions, Health Benefits for the Infant in Receiving Human Breast Milk, Maternal Health Benefits in Breastfeeding, When is Breastfeeding Contraindicated or Problematic?
Individual Factor Related to Breastfeeding: Maternal Self-Efficacy, Individual Factor Related to Breastfeeding: Maternal Knowledge and Skills, Individual Factor Related to Breastfeeding: Beliefs, Values, and Misconceptions, Breastfeeding or Lactation Challenges, Interpersonal Factors Related to Breastfeeding: Social Norms and Support, The Importance of Breastfeeding: Economic Effects, The Importance of Breastfeeding: Environmental Effects, Media Support for Breastfeeding
Timely and Skilled Lactation Support for Health Care Professionals: Guidelines from Healthcare Professional Organizations, Perceptions of Breastfeeding Support from Health Care Professionals, What is a Clinical Lactation Expert?, Community Health Workers, Breastfeeding Support in the Hospital Setting, Breastfeeding Support in Outpatient Settings
Policies Related to Breastfeeding, Surveillance Tools to Monitor Breastfeeding Practices: US and Global, Special Topic: Donor Milk Banks, Special Topic: Chestfeeding Considerations for Lesbian, Gay, Bisexual, Transgender, Queer, Questioning, Plus People, Special Topic: Support for Breastfeeding/Breast Milk in a Child Care Setting
Course: Data Processing and Manipulation
Modules:
Missing Values, Outliers Detection using Statistics, Outliers Detection using IQR
Dimension Elimination, Sampling
Data Scaling, Data Discretization
Pivot Table, Data Cube
Course: Health, Housing, and Educational Services
Modules:
Sequence opening video - John Robertson, Sequence Video: Why Social Policy - Alumni, Course Introduction, Tax Expenditures, Housing Programs, Housing Equality, Housing Issues, Housing Alternatives, Education Structure, Education Issues
Introduction, The Parts of Healthcare, Healthcare Debate Reasons, Healthcare Expenditures, Healthcare Issues, Healthcare Information, Rationing, The Basic Question, Reform, Part I, Reform, Part II, Reform, Part III, The Healthcare Debate
Introduction, The Affordable Care Act (ACA), Medicare, The Parts of Medicare, The Costs of Medicare, The Future of Medicare, Medicaid, Medicaid and Aging, The Future of Medicaid, Video Lecture: Medicaid, Medicare and Poverty - Prof Garfinkel, Wrapping Up
Introduction, Immigration Numbers, Immigration: Benefits & Problems, Categories of Immigration, Lawful Permanent Resident (LPR), Immigration: Temporary Work, Undocumented Immigrants, Undocumented Immigrants by Professor Kaushal, Integration, Immigrant & Children, Special Populations, The Paradox by Professor Kaushal, Immigration Reform, Wrap-Up, Policy Analysis Project: The Final Policy Memo
Introduction, History of Child Welfare, Child Abuse, The Safety of the Child, Child Protective Services (CPS) System, Child Abuse/Neglect Prevention & Out-of-Home Care, Aging Out & Adoption, Child Welfare by Professor Waldfogel, Issues in Child Public Welfare, Out-of-Home Care Disproportionality
Course: Learn React
Modules:
First steps in React Quiz
Props and classes quiz
Props, state, and forms quiz
Final React Quiz
Course: The Discipline of Leadership
Modules:
Welcome to the Course!, Leader Emergence and Effectiveness, Personality and Leadership, Affect and Leadership, We Can Become Better Leaders
Introduction to Week 2, Consideration and Initiating Structure, Transformational Leadership, It’s About Trust, Bring it Together
Negotiation Basics, Negotiation Debrief, Managing Change, Emotionally Charged Conversations, Are You a Good Follower?
Situational Factors, Course Wrap-Up
Course: GIS Data Formats, Design and Quality
Modules:
Course Overview, Course Mechanics, Module 1 Overview, Vector Data Concepts, Vector Data in Action, Raster Data Concepts, Rasters in Action, Scale and Implications, Managing Data in the Catalog Pane, Data Design: Attribute Types, Using Vector Attribute Tables, Data Design: Joins and Relates, Data Design: Separating Data, Part 1, Data Design: Separating Data, Part 2, Module 1 Summary
Module 2 Overview, Working with Geoprocessing Tools, Intersect Tool, Writing Query Strings, Writing Query Strings: Boolean Operators, Adding and Calculating Fields, Interactive Selection, Using and Configuring Selections in ArcGIS, Editing Existing Data, Data Design: Creating New Feature Classes, Basic Digitizing, Workflow: Preparing Data, Workflow: Making Point Data from Coordinates, Module 2 Summary
Module 3 Overview, Geodatabase Features and Design, File Geodatabases, Personal Geodatabases, Shapefiles, Workflow: Percent Overlap, Supplemental: Intro to SQLite Databases, Overview of Spatial Analyst, Georeferencing Rasters, Raster Calculator, Workflow: Zonal Statistics as Table, Workflow: Managing Data with Zonal Statistics and Join Field, Module 3 Summary
Module 4 Overview, Assessing Data Quality and Uncertainty, Data Quality, Part 2: Measurement and Representation, Topology, Loading Layers in ArcGIS Online, Applying Symbology in ArcGIS Online, Map Annotations and Scaling in ArcGIS Online, Saving and Sharing Maps with ArcGIS Online, Module 4 Summary, Course Summary
Course: Emerging Technology, Disruption, and AI
Modules:
Course Introduction, Meet Your Instructor, The Impact of the Gies Community, Module Introduction: Emerging Technology, Disruption, and AI, Emerging Technology and Disruption: An Overview, Disruptive Technology Showcase, A Proactive Approach to Finding and Understanding Disruptive Technology, Evaluating Disruptive Technology Through the Gartner Hype Cycle, Decoding AI Technology Through the Gartner Hype Cycle: A Case Study, How Non-Technology Disruptions Drive Emerging Technology Opportunities, Navigating Non-Technology Disruptions in Business and Industries, The Theory of Disruptive Innovation, Differentiating Disruptive Innovation From General Disruption, Learning From Disruption at Individual and Organizational Levels, After Action Review: A Tool for Learning From Disruption
Module Introduction: Futurism, Scenario Planning, and Science Driven Decision Making, Introduction to Futurism, A Scientific Approach to Futurism, Introduction to Scenario Planning, Scenario Planning in Detail, Basics of Probability Part 1: The Notion of Chance Event, Basics of Probability Part 2: The Expectation Value, Probability Theory Part 1: How to Estimate Probability, Probability Theory Part 2: Conditional Probability, Decision-Making Under Uncertainty, Expected Value vs. Expected Utility, Premortem Technique: A Scientific Approach to Decision-Making, Premortem Technique: A Worked Example
Module Introduction: Mastering the Foundational Skills for Navigating Disruption, Cultivating the Right Mindset for Emerging Technologies, Four Modes of Thinking About New Challenges, The Scientific Mode of Thinking, Source Credibility, Assessing Credibility, Navigating Difficult Conversations Part 1, Navigating Difficult Conversations Part 2, Navigating Difficult Conversations Part 3, Storytelling: A Powerful Tool for Communicating Disruptive Impacts, Storytelling for Making and Sharing Predictions, Overcoming the Failure To Imagine via Science Fiction, Speculative Design as a Tool To Envision the Future
Module Introduction:  Artificial Intelligence: Techniques, Applications, and the Dawn of Autonomy, Introduction to Artificial Intelligence, Basic Techniques of AI, Exploring Recent Trends in AI, How AI Disrupts Society and Businesses, AI’s Advantages and Disadvantages, Autonomous Technology and AI’s Disruptive Role, AI and Autonomy: Challenges and Opportunities in Different Domains, Examples of Autonomous Technologies, Robotics and AI, How AI and Robotics Disrupt Society and Businesses, Exploring Artificial General Intelligence, Potential Impacts of Artificial General Intelligence, Future Expectations for Artificial General Intelligence, Course Conclusion, Learn on Your Terms
Course: Managing and Securing the Apigee Hybrid API Platform
Modules:
Course Series Introduction, Course Introduction
Module Overview, Build and Deploy API proxies, Tracing and Debugging, Demo: Tracing in Apigee Hybrid, Developer Portal solutions, Managing Environments, Module Review
Module Overview, Infrastructure security, Data storage and encryption, Demo: Implement API key verification in Apigee Hybrid, RBAC, Module Review
Module Overview, Capacity Planning, Scaling, Demo: Scaling Apigee hybrid, Module Review, Course Review
Managing and Securing the Apigee Hybrid API Platform - Course Resources
Course: Redacción para negocios
Modules:
Bienvenida al curso, Diferencia entre oralidad y escritura, ¿Ya pensaste a quién le estas escribiendo?
Introducción a la segunda semana, Dime cómo escribes... ¡y te diré quién eres!, La redacción del mensaje: El punto y la forma
Introducción a la tercera semana, La revisión de los textos
Introducción a la cuarta semana, WhatsApp e informes
Course: Importing Data in the Tidyverse
Modules:
About This Course, Tibbles, Creating a tibble, Subsetting, Spreadsheets, Excel files, Google Sheets, CSVs, Downloading CSV files, Reading CSVs into R, TSVs, Reading TSVs Files into R, Delimited Files, Reading Delimited Files into R, Exporting Data from R
JSON, XML, Databases, Relational Data, Relational Databases: SQL, Connecting to Databases: RSQLite, Working with Relational Data: dplyr & dbplyr, Mutating Joins, Filtering Joins, How to Connect to a Database Online
Web Scraping, rvest Basics, SelectorGadget, Web Scraping Example, A final note: SelectorGadget, API, Getting Data: httr, Example 1: GitHub’s API, Example 2: Obtaining a CSV, read_csv() from a URL, API keys
haven, Images, googledrive
Case Study #1: Health Expenditures, Healthcare Coverage Data, Healthcare Spending Data, New Case Study #2: Firearms, Census Data, Counted Data, Suicide Data, Brady Data, Crime Data, Land Area Data, Unemployment Data
Introduction and Background, Datasets
Course: Trees, SVM and Unsupervised Learning
Modules:
Course 3 Introduction
Support Vector Machines: Part 1, Support Vector Machines: Part 2, Support Vector Machines: Part 3, Support Vector Machines: Part 4
Neural Networks: Part 1, Neural Networks: Part 2, Neural Networks: Part 3, Neural Networks: Part 4, Neural Networks And Its Application To Unsupervised Learning ​​
Decision Trees
Course: Vector Search with Relational Databases using PostgreSQL
Modules:
Course Introduction, Relational Databases: A Recap, Vector Embeddings in Relational Databases, RDBMS that Supports Vector Database Search, Adding Embedding Data to pgvector, Bulk Insert Methods for Vector Data, Performing Vector Data Queries, Course Summary
Course: مكافحة غسل الأموال | Anti Money Laundering
Modules:
مقدمة عن مكافحة غسيل الأموال, مفهوم الـ (Money Laundering) وأهدافه وآثاره الجانبية, الطرق المستخدمة في عمليات الـ (money laundering), استخدام الاستيراد والتصدير في غسل الأموال, المراحل الأساسية لعملية الـ (Money Laundering), شبهات وجود عملية غسل الأموال, الشبهات التي يمكن أن تدور حول موظفي البنك, القواعد العامة لمكافحة الـ (Money Laundering), الحسابات المصرفية للأشخاص الطبيعيين - الجزء الأول, الحسابات المصرفية للأشخاص الطبيعيين - الجزء الثاني, شروط فتح الحسابات الاستثمارية للشركات السعودية ودول مجلس التعاون الخليجي, شروط فتح الحسابات الاستثمارية للصناديق المملوكة لجهة حكومية, الاتفاقيات الدولية لمكافحة الـ (Money Laundering), جهود بعض الدول في مكافحة غسيل الأموال, الخلاصة