dipopotamus/custom_instruct_coursera_course_module_list huggingface dataset:
Course: Git and GitHub for DevOps Engineers
Modules:
Course Overview, Before Starting, About Instructor, What is Version Control System, Installing Git on Windows, Set Up an EC2 instance and Install Git on Linux, Working with Git Bash
Creating a Repository on Git, Git Stages, Git Workflow, Compare Code Changes with Different Git Stages, Compare Code Changes with Different Local Commits
Why Do We Need GitHub, Creating GitHub Account, Creating a Repository on GitHub, Cloning a Repository from GitHub, Push Code onto Remote Repository
Working with Other Developer Code, Git Clone Versus Git Pull, Unable to Push Changes onto Remote Repository, Connecting to GitHub Using ssh, Map Local Repository with Remote Repository - Git Remote Add, How a Java Developer Pushes Code onto Remote Repository
Working with Commits on Git, Know Information about Specific Commit on Git - Git Show, Working with Commits on GitHub, Commit Changes Directly on GitHub
Why Do We Need Branches, Branching Strategy to Protect Working Code, Working with Branches on GitHub, Working with Branches on Git, Committing Changes on Branches, Merging Changes onto Master Branch from Dev, Resolving Merge Conflicts
Fork a Repository, Creating a Pull Request (PR), Working with Private Repositories, Adding Collaborator to a GitHub Repository, Creating Protected Branch, Tagging a Commit
Revert Changes from Working Directory, Reverting Changes from Staging Area and Local Repository, Using .Gitignore File
Git Rebase, Git Fetch Versus Git Pull
Introduction to Git Project, Set Up Git Repository and Branches for New Project, Allowing Developers to Check-In Code, Enabling DevOps Workflow on Dev Branch, Pull Request (PR) to Merge Code from Dev Branch to UAT Branch, Release Code onto Production
How to Create an AWS Account
Course: Vector Search with NoSQL Databases using MongoDB & Cassandra
Modules:
Course Introduction, Introduction to MongoDB, Vector Search in MongoDB, Storing and Indexing Vectors in MongoDB, Performing Vector Search in MongoDB, Introduction to Cassandra, Vector Search in Cassandra, Performing Vector Search in Cassandra, Storing and Querying Vectors in Cassandra, Course Wrap-up
Course: GitHub Copilot: The AI Pair Programmer for Coding
Modules:
Course Introduction, Introduction to GitHub Copilot, ChatGPT vs. GitHub Copilot, Installation and Setup, Installing GitHub Copilot - A Quick Overview, Exploring GitHub Copilot, Code Interpretion and Generation, Collaboration and Version Control, Advanced Features of GitHub Copilot, Challenges and Limitations, Practical Applications of GitHub Copilot, GitHub Copilot - Real Life Use Cases, Trouble Shooting Tips, Recap and Summary, Course Summary
Course: AWS Pricing
Modules:
Understand AWS Pricing, AWS Pricing Models, Cost Calculator
Support Plans, Marketplace, DEMO: Setting up Billing and Budget and Checking Invoice
Course: Getting Started with AWS Fargate
Modules:
Getting Started with AWS Fargate
Course: Systems Thinking In Public Health
Modules:
Welcome to Systems Thinking in Public Health, Video: Introduction to Systems Thinking, Lecture 1A: Why Use Systems Thinking, Lecture 1B: Health Systems Applications of CAS: Health Systems Frameworks and the Problem of Implementation, Lecture 1C: CAS Pathways: The Problem of Scaling Up, Lecture 1D: Where Systems Thinking Helps: Understanding the Types of Problems, Theories, Methods, and Tools, Lecture 2A: Systems Thinking In Practice - Understanding and Engaging with Stakeholders, Lecture 2B: Network Analysis, Participatory Impact Pathways Analysis, and Summary
Video: System Conceptualization and Mapping, Lecture 3A: System Conceptualization and Mapping: Introduction to Causal Loop Diagrams, Lecture 3B: Causal Loop Diagrams: Basic Components, Lecture 3C: Causal Loop Diagrams: Sources of Data, Strengths, and Weaknesses, Lecture 4A: Introduction to Community-Based Causal Mapping Workshop, Lecture 4B: Community-Based Causal Mapping Workshop Part 1, Lecture 4C: Community-Based Causal Mapping Workshop Part 2, Tutorial 1: Developing causal loop diagrams using Vensim
Video: System Dynamics Simulation Using Stock-and-Flow Diagrams, Lecture 5A: Using Stock and Flow Principles for Simulation, Lecture 5B: Defining Stocks, Lecture 5C: Flow and Control Variables, Lecture 6A: Case Example: Application of Stock and Flow Diagrams to Public Health, Lecture 6B: Advanced Model of Volume and Quality, Lecture 6C: Advanced Model: Cure and Prevention Model, Tutorial 2: Tutorial on How To Develop Stock-and-Flow Diagrams Using Vensim, Lecture 7A: Analysis Using Agent-Based Models: Trying Things Out, Lecture 7B: Breakdown of the Agent-Based Approach, Lecture 7C: Case Study of Epidemic Modeling, Tutorial 3A: How to use agent-based models for scenario-building using Netlogo, Tutorial 3B: How to use agent-based models for scenario-building using Netlogo
Video: Practical and policy implications, Lecture 8A: How Systems Thinking Can Contribute to Policy Decision Making, Lecture 8B: Systems Thinking in Top-Down Policymaking, Lecture 8C: Systems Thinking in Bottom-Up Policymaking, Lecture 8D: Integration and Summary, Conclusion Video
Course: Foundations of User Experience (UX) Design
Modules:
Welcome to the Google UX Design Certificate, Michael: Get started in UX design, Introduction to Course 1: Foundations of User Experience Design, Welcome to module 1, The basics of user experience design, Jobs in the field of user experience, The product development life cycle, Design for good user experience, Job responsibilities of entry-level UX designers, Specialists, generalists, and T-shaped designers, Dane - A day in the life of an entry-level UX designer, Erika - Generalist or specialist designer, Work in a cross-functional team, UX design jobs at different types of companies, From certificate to career success, Juan - A UX design career journey, Mike - A UX design career journey, Wrap-up: Introducing user experience design
Welcome to week 2, Universal design, inclusive design, and equity-focused design, The importance of equity-focused design, Get to know platforms, Design for different platforms, User-centered design, Assistive technology, Elise - The importance of assistive technology, Akhil - Thinking about users new to technology
Welcome to module 3, Introduction to design sprints, Five phases of design sprints, Benefits of design sprints, Plan design sprints, The design sprint brief, An entry-level designer’s role in a sprint, Jason - All about design sprints, Design sprint retrospectives, Wrap up module 3
Emily - The power of UX research, Introduction to UX research, Christie - How feedback impacts design, Choose the right research method, Understand benefits and drawbacks of research methods, Craig - My journey to UX, Identify types of bias in UX research, Deana - Identify bias in UX research, Wrap-up: Integrating research into the design process, Congratulations on completing Course 1: Foundations of User Experience Design
Course: Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)
Modules:
Unit 0.0: Introduction, Unit 0.1: The Road Ahead, Unit 0.2: From Nand to Hack, Unit 0.3: From Hack to Tetris
Unit 1.1: Boolean Logic, Unit 1.2: Boolean Functions Synthesis, Unit 1.3: Logic Gates, Unit 1.4: Hardware Description Language, Unit 1.5: Hardware Simulation, Unit 1.6: Multi-Bit Buses, Unit 1.7: Project 1 Overview, Unit 1.8: Perspectives
Promo Video
Unit 2.1: Binary Numbers, Unit 2.2: Binary Addition, Unit 2.3: Negative Numbers, Unit 2.4: Arithmetic Logic Unit, Unit 2.5: Project 2 Overview, Unit 2.6: Perspectives
Unit 3.1: Sequential Logic, Unit 3.2: Flip Flops, Unit 3.3: Memory Units, Unit 3.4: Counters, Unit 3.5: Project 3 Overview, Unit 3.6: Perspectives
Unit 4.1: Machine Languages: Overview, Unit 4.2: Machine Languages: Elements, Unit 4.3: The Hack Computer and Machine Language, Unit 4.4: Hack Language Specification, Unit 4.5: Input / Output, Unit 4.6: Hack Programming, Part 1, Unit 4.7: Hack Programming, Part 2, Unit 4.8: Hack Programming, Part 3, Unit 4.9: Project 4 Overview, Unit 4.10: Perspectives
Unit 5.1: Von Neumann Architechture, Unit 5.2: The Fetch-Execute Cycle, Unit 5.3: Central Processing Unit, Unit 5.4: The Hack Computer, Unit 5.5: Project 5 Overview, Unit 5.6: Perspectives
Unit 6.1: Assembly Languages and Assemblers, Unit 6.2: The Hack Assembly Language, Unit 6.3: The Assembly Process - Handling Instructions, Unit 6.4: The Assembly Process - Handling Symbols, Unit 6.5: Developing a Hack Assembler, Unit 6.6: Project 6 Overview: Programming Option, Unit 6.6B: Project 6 Overview: Without Programming, Unit 6.7: Perspectives
Course: The Raspberry Pi Platform and Python Programming for the Raspberry Pi
Modules:
Module 1 Introduction (Video), Lecture 1.1 - Raspberry Pi Board (Updated), Lecture 1.2 - Raspberry Pi Processor, Lecture 1.3 - Raspberry Pi vs. Arduino (Updated), Lecture 2.1 - Operating System Benefits, Lecture 2.2 - Processes, Lecture 2.3 - Raspberry Pi IoT, Lecture 3.1 - Raspberry Pi Setup, Lecture 3.2 - Raspberry Pi Configuration, Lecture 3.3 - Overclocking (Updated)
Module 2 Introduction (Video), Lecture 1.1 - Linux Basics, Lecture 1.2 - Login, Lecture 1.3 - Linux Filesystem (Updated), Lecture 2.1 - Navigating the Filesystem (Updated), Lecture 2.2 - Text Editors (Updated), Lecture 2.3 - Accessing Files, Lecture 3.1 - Permissions, Lecture 3.2 - Processes, Lecture 3.3 - Linux Graphic User Interface
Module 3 Introduction (Video), Lecture 1.1 - Python on Raspberry Pi, Lecture 1.2 - Python Programming Environment, Lecture 1.3 - Python Expressions, Lecture 2.1 - Strings, Lecture 2.2 - Functions, Lecture 2.3 - Function Arguments, Lecture 3.1 - Lists, Lecture 3.2 - List Methods, Lecture 3.3 - Control Flow
Module 4 Introduction (Video), Lecture 1.1 - General Purpose IO Pins, Lecture 1.2 - Protocol Pins, Lecture 1.3 - GPIO Access, Lecture 2.1 - General Purpose IO Pins (Updated), Lecture 2.2 - Pulse Width Modulation, Lecture 2.3 - Demo of a Blink, Lecture 3.1 - Graphic User Interface, Lecture 3.2 Tkinter Library, Lecture 3.3 -  Interaction
Course: First Step Korean
Modules:
Welcome to First Step Korean!
1.1 Lecture, 1.2 Lecture, How to Use, 1.3 Lecture, 1.4 Lecture
2.1 Lecture, 2.2 Lecture, 2.3 Lecture, 2.4 Lecture, Korean Way of Speech
3.1 Lecture, 3.2 Lecture, 3.3 Lecture, 3.4 Lecture, Korean Family
4.1 Lecture, 4.2 Lecture, 4.3 Lecture, 4.4 Lecture
5.1 Lecture, 5.2 Lecture, 5.3 Lecture, 5.4 Lecture
Course: Introduction to Big Data with Spark and Hadoop
Modules:
Course Introduction, What is Big Data?, Impact of Big Data, Parallel Processing, Scaling, and Data Parallelism, Big Data Tools and Ecosystem, Open Source and Big Data, Beyond the Hype, Big Data Use Cases
Introduction to Hadoop, Intro to MapReduce, Hadoop Ecosystem, HDFS, HIVE, HBASE
Why use Apache Spark?, Functional Programming Basics, Parallel Programming using Resilient Distributed Datasets, Scale out / Data Parallelism in Apache Spark, Dataframes and SparkSQL
RDDs in Parallel Programming and Spark, Data-frames and Datasets, Catalyst and Tungsten, ETL with DataFrames, Real-world usage of SparkSQL
Apache Spark Architecture, Overview of Apache Spark Cluster Modes, How to Run an Apache Spark Application, Using Apache Spark on IBM Cloud, Setting Apache Spark Configuration, Running Spark on Kubernetes
The Apache Spark User Interface, Monitoring Application Progress, Debugging Apache Spark Application Issues, Understanding Memory Resources, Understanding Processor Resources
Instructions for the Final Assessment, Congratulations and Next Steps, Thanks from the Course Team
Course: Learn UI Design Fundamentals
Modules:
Test your knowledge!
Course: Industry 4.0: PLM, Value Chain, and Smart Factory
Modules:
About the Specialization, About the Course, Introduction to Product Life Management (PLM) [Part-1], Introduction to Product Life Management (PLM) [Part-2], Elements in PLM and System application Architecture, Digital Product life cycle, Connectivity of Enterprise Resource Planning (ERP) and PLM, PLM Platform- Overview, Integration of Computer aided technologies in PLM, CAD-Integrated Tolerance in Product life Cycle, Digital Transformation of Supply chain, Cross functional Communication of ERP in Digital Smart work, Effectiveness and Integration of Value Chain in Digital Manufacturing, Steps to develop Value Chain Analysis
Robotic Process Automation in Manufacturing, Robot work flow Management in Manufacturing  [Part-1], Robot work flow Management in Manufacturing  [Part-2], Optimizing manufacturing process and quality management with digital twins  [Part-1], Optimizing manufacturing process and quality management with digital twins  [Part-2], Material handling sytem with AGV robots [Part-1], Material handling sytem with AGV robots [Part-2], Machine health monitoring, Introduction to Manufacturing Analytics, Smart material flow, Design and development of Mobile Applications in Digital Manufacturing [Part-1], Design and development of Mobile Applications in Digital Manufacturing [Part-2]
Introduction to Smart Factory, Automated Inspection Via Machine Vision and AI [Part-1], Automated Inspection Via Machine Vision and AI [Part-2], Application of IIOT in Smart factory, Smart Energy Management system, Fundamentals of predictive maintenance in Smart factory, Industrial Remote Monitoring, Horizontal vertical Integration of Smart factory, Augmented reality and its application [Part-1], Augmented reality and its application [Part-2], Smart Logistics and supply chain, Connected factory in smart manufacturing, Quality Management 4.1, Long term success of Smart factory - Strategy, Skill enhancement and Customer focus
Course: Decision Making and Governance of Natural Disaster Risk
Modules:
1.2.2 Technical and Economic Feasibility Concepts, 1.2.5 Efficiency and Equity Principles, 1.2.6 Cost-Benefit Analysis with Risk Reduction Criteria, 1.2.9 Risk-Informed Decision Making in Infrastructure Projects
2.1.1 The Conceptual Framework of Disaster Risk Governance, 2.2.4 Risk Assessment Methodologies: The Case of the IDB
Course: 7. データ分析とR 言語
Modules:
入門編：ワクワクするプログラミングの世界へ, R を楽しむ, キャリー：R を使い始める, プログラミング言語とは, R 入門, RStudio 入門
RStudio を使ったプログラミング, プログラミングの基礎, 演算子と計算, R パッケージというプレゼント, ようこそ、Tidyverse へ, Tidyverse の詳細, パイプ演算子を使う, コナー：コーディングのヒント
R の中のデータ, R のデータフレーム, データフレームを扱う, クリーニングの基本, データを整理する, データを変換する, 同じデータ、異なる結果, R における bias 関数
R におけるビジュアライゼーション, R と tidyverse におけるビジュアライゼーションの基礎知識, はじめての ggplot(), ジョセフ：ピープル アナリティクスへのキャリアパス, R におけるビジュアライゼーションの強化, ggplot をさらに使いこなす, エステティックと facet（ファセット）, labs（ラベル）と annotate（注釈）関数, ビジュアライゼーションを保存する
ドキュメントとレポートの作成, R Markdown の概要, RStudio で R Markdown を使う, Markdown ドキュメントの構造, メグ：プログラミングは力をくれる, その他ドキュメント要素について, コードチャンクとは, ドキュメントを変換する
Course: International Business II
Modules:
Module 1, Intro, Module 1, part 1, Module 1, part 2, Module 1, part 3, Module 1, part 4, Module 1, part 5, Module 1, part 6
Module 2, Intro, Module 2, part 1, Module 2, part 2, Module 2, part 3, Module 2, part 4, Module 2, part 5, Module 2, part 6
Module 3, Intro, Module 3, part 1, Module 3, part 2, Module 3, part 3, Module 3, part 4, Module 3, part 5
Module 4, Intro, Module 4, part 1, Module 4, part 2, Module 4, part 3, Module 4, part 4
Module 5, Intro, Module 5, part 1, Module 5, Part 2, Module 5, Part 3, Module 5, Part 4
Module 6, Intro, Module 6, part 1, Module 6, part 2, Module 6, part 3, Module 6, part 4, Module 6, part 5, Module 6, part 6
Course: Python and Machine Learning for Asset Management
Modules:
Welcome to the Python Machine-Learning for Investment management course, Introduction to machine-learning, Financial applications, Supervised learning, First algorithms, Highlights of best practice, Unsupervised learning, Challenges ahead, Lab session optimal portfolio
Introduction to module 2 - Basics of factor investing, Introducing Factor Models, Typology of factor models, Using factor models in portfolio construction and analysis, Penalty methods, Setting factor loadings and examples, Shrinkage concepts, Lab session - Jupiter notebook on Factor Models
Introduction to module 3 -Machine learning techniques for efficient portfolio diversification, Benefits of portfolio diversification, Portfolio diversification measures, Principle component analysis, Role of clustering, Graphical analysis, Selecting a portfolio of assets, Lab session: Graphical Network Analysis
Introduction to economic regimes, Portfolio Decisions with Time-Varying Market Conditions, Trend filtering, A scenario based portfolio model, A two regime portfolio example, A multi regime model for a University Endowment, NEW Lab session- Jupyter notebook on regime-based investment model
Introduction to module 5, Traditional approaches, Machine-Learning Processes, Several Machine Learning Methods, Predicting recessions, Challenges ahead, Lab session 5: Regime Prediction with Machine Learning
Course: Public Involvement in Research
Modules:
What is Public Involvement and Co-production?, Hearing Birdsong Project – Interview (Anna & Jean)
Introduction to the research cycle, James Lind Alliance (JLA) Priority Setting Partnership Interview, Marney Williams on Research Cycle Stages 2 and 3
The IMPRESS project – Interview with Jill Lloyd, Co-producing dissemination of research result project – Interview with Sandra Jayacodi
Introduction to Measuring Public Involvement and Co-production, How are Participatory Approaches Helpful?, Evaluation of public involvement – Interview with Jack Jacques
Course: Advanced App Development in Android Capstone
Modules:
Introduction to Advanced App Development in Android Capstone
Introduction - Improving your virtual art gallery with OpenGL ES
Introduction - Making your virtual art gallery interactive and immersive
Introduction - Making your VR gallery more realistic, Wrap up, Read 3D files - STL files, Read 3D files - OBJ files, Read 3D files - OBJ files with MTL
Course: Voice of the Customer (VoC): Enhancing Experiences
Modules:
Introduction and Welcome, Understanding the Voice of the Customer (VoC), How do we Listen to the Customer? (Methods of Collecting Data), Measuring the Customer's Voice (Acting on the Data Collected), Customer Feedback Surveys: Introduction, Focus Groups and Interviews: A Deeper Understanding of the Customer, Social Media: The Evolving Frontier of Customer Engagement, The Moments of Truth: Transformation of an airline by Listening to the Customers, The Customer at the Heart of Everything, A Customer-Centric Culture: Values and Skills in Motion, The Experience of Co-Creating, The Challenge of Continuous Improvement
Course: Big Data: visualización de datos
Modules:
Presentación de la especialización, Presentación del curso
Introducción, La Sociedad de la Información, Fundamentos del diseño, Contexto para el diseño de datos, Antecedentes históricos, Infografía y visualización de datos, Narrativas y categorías de visualización
Herramientas de visualización - Introducción, Análisis visual de datos, Herramientas de visualización, Herramientas de infografía: Infogram, Introducción a R y ggplot2, Introducción a D3, Introducción a Processing
El proceso de creación de una visualización, Formulación del problema, Instalación del software, Carga y preproceso: preparación de datos, Visualización: de gráficos simples a dashboard, Manipulación: la visualización como interfaz de acceso
El proceso de creación de una visualización, Visualización de grandes volúmenes de datos, Visualización de grafos, Visualización de mapas, Interfaces e interacción para visualizar, Buenas y malas prácticas para visualizar datos, Conclusiones del curso
Course: Introducción a UML
Modules:
Bienvenida
Introducción al módulo 1, Conceptos generales de UML, Sintaxis básica de diagramas de clases 1, Sintaxis básica de diagramas de clases 2, Tutorial básico de GenMyModel, Tutorial construcción básica de diagramas de clase
Introducción al módulo 2, Sintaxis básica de asociaciones 1, Sintaxis básica de asociaciones 2, Tutorial construcción de asociaciones, Herencia 1, Herencia 2, Tutorial construcción de herencia
Introducción al módulo 3, Otras asociaciones 1, Otras asociaciones 2, Tutorial construcción otras asociaciones
Introducción al módulo 4, Lectura de diagramas 1, Lectura de diagramas 2, Lectura de diagramas 3, Entrevista al cliente, Análisis y modelado, Validación con el cliente
Course: Getting Started with Front-End and Web Development
Modules:
Course Introduction, Overview of Front-End Developer PC, Overview of Front-End Development, Overview of Web Development, Expert Viewpoints: Aspects of Web Development, Web Development Project, Expert Viewpoints: Trends in Web Development, Introduction to UI/UX Design, Expert Viewpoints: Is UI/UX Understanding Essential for Front-End Developers?
Overview of Browsers, How Browsers and Requests Work, Introduction to HTTP and HTTPS, How Does a Web Server Work?, Video: Introduction to Websites and Pages, Expert Viewpoints: Where does a Front-End developer play a key role?, Web Frameworks and Platforms, Web Hosting and Other Internet Protocols, Web Languages, Introduction to Accessibility, Expert Viewpoints: Which Web Language Do You Prefer?, Saving Data on the Web, Introduction to Cloud
Overview of Web and Cloud Development, Expert Viewpoints: Aspects of the Web Development Lifecycle, Learning Front-End Development, Difference Between Front-End and Back-End Development, Expert Viewpoints: Front-End and Back-End Web Development, Introducing Application Development Tools, More Application Development Tools, Expert Viewpoints: Tools and Technologies
What is No-Code Development?, No-Code Technologies and Tools, Expert Viewpoints: Real Life Experience of No-Code Tools in Development, Criteria for Selecting No-Code Development, Introduction to Content Management System (CMS), Features of Web CMS, Popular CMS Platforms/Tools, Expert Viewpoints: Business Benefits of CMS, Web Development with CMS - Part 1, Web Development with CMS - Part 2, Getting Started with WordPress - Part 1, Getting Started with WordPress - Part 2, Exploring WordPress with Plugins, Introduction to SEO and Using SEO Patterns in CMS Websites
Roles, Responsibilities, and Titles of a Front-End Developer, Developing Front-End Skills, A Day in the Life of a Front-end Developer, Expert Viewpoints: What does your typical day look like as a front-end developer?, Front-End Developer Employment Opportunities, Expert Viewpoints: Why Become a Front-end Developer?, Building a Front-End Developer Portfolio and Resume, Career Progression for a Front-End Developer, Expert Viewpoints: What Are the Different Career Paths Available to a Front-end Developer?
Final Project Overview, Congratulations & Next Steps, Thanks from the Course Team, About the HONORS Project
Course: Career 911: Your Future Job in Medicine and Healthcare
Modules:
Health Means..., Health Careers, Backstage Pass, The Balancing Act: Values & Vocational Courage
Day in the Life: Clinical Part 1, Day in the Life: Clinical Part 2, Day in the Life: Clinical Part 3, Day in the Life: Clinical Part 4, Day in the Life: Clinical Part 5, Day in the Life: STEM Part 1, Day in the Life: STEM Part 2, Day in the Life: Leadership, Day in the Life: Policy, Day in the Life: Public Health & Bioinformatics, Day in the Life: Military and Industry, Day in the Life: Community Part 1, Day in the Life: Community Part 2, Day in the Life: Community Part 3
Introduction to Keeping it Real, Former Gang Member's Path to a Healthcare Career, Challenges, Bumps in the Road, and Opportunities, Even Top Ranking Leaders Can Have Non-Linear Career Trajectories, Opportunities That Present Themselves, Passion for Social Justice
What is Your Story?, Students at Various Points in Their Careers
Who is in Your Network?
How Do You Write a Good Resume?
How Do You Write a Cover Letter?
How Do You Nail an Interview?
Why is Your Online Presence Important?, How Will You Share Your Story?, The Gift of Influence, Mindfulness as a Strategy, What Educational Credentials Do Employers Look For?, How Do You Finance Your Education?, How Can You Thrive in Diverse Environments?, Pursuing a Global Health Career, Keep Going!, Most Memorable Moments
Course: Learn SQL with Databricks
Modules:
Course Introductory, Grasping the Databricks Platform, Exploring Databricks Features and Benefits, Data Science and Data Engineering with Databricks, Introduction to SQL: Purpose and Applications, Basics of Querying Data with SQL, Importance of SQL in Data Analysis, Creating a Databricks Account, Creating a Databricks Account - Demo, Navigating the Databricks Workspace - Part I, Navigating the Databricks Workspace - Part II, Configuring Clusters for SQL Processing, Using Notebooks for Coding, Databricks Architecture, Concepts and Functionalities - Part I, Databricks Architecture, Concepts and Functionalities - Part II, Loading and Managing Data in Databricks, Exploring Data in Databricks Environment - Part I, Exploring Data in Databricks Environment - Part II, Data Preparation Techniques Using Databricks, Monitoring Data and AI Assets in Databricks, Sharing Data Using Delta Sharing in Databricks, Exploring Databricks Marketplace, Grasping Data Engineering in Databricks - Part I, Grasping Data Engineering in Databricks - Part II, Using Generative AI and LLMs on Databricks, Introduction to Machine Learning with Databricks, Data Warehousing Strategies with Databricks, Proficiency in Delta Lake and Developer Tools, Databricks Technology Partners Showcase
Exploring SQL Data Types, Creating Databases in Databricks - Part I, Creating Databases in Databricks - Part II, Creating Tables with Specific Data Types, Creating Tables with Specific Data Types - Demo, Managing Database Schemas, Basics of the SELECT Statement - Part I, Basics of the SELECT Statement - Part II, Filtering Data with WHERE Clause, Sorting Results with ORDER BY, Limiting Query Results with LIMIT, Conditional Operators in WHERE Clause, Using Comparison Operators for Filtering, Applying Multiple Conditions in WHERE Clause, Filtering with NULL and IS NULL Conditions, Introduction to GROUP BY for Data Aggregation, Using Aggregate Functions
Exploring Different Types of Joins, Relationships between Tables, Joining Tables using Multiple Columns, Using Aliases in Joins for Better Readability, Subqueries for Filtering and Data Retrieval, Creating Nested Queries for Complex Analysis, Using Subqueries in WHERE and SELECT Clauses, Optimizing Queries with Subqueries, Inserting Data into Tables using INSERT Statement, Deleting Data with DELETE Statement, Managing Transactions and Rollback Operations
Modifying Table Structures with ALTER TABLE, Dropping Tables and Databases using DROP, Renaming Columns and Tables with ALTER, Managing Constraints using ALTER TABLE, Exploring Indexes and their Types, Creating and Managing Indexes for Faster Queries, Optimizing Queries using Indexes, Creating and Using Views in SQL, Advantages of using Views and Stored Procedures, Modifying and Dropping Views, Real-world Case Studies of SQL Applications in Databricks, Database Maintenance and Optimization Strategies - Part I, Database Maintenance and Optimization Strategies - Part II, Data Security Best Practices in Databricks SQL Databases
Course Summary
Course: Understanding China, 1700-2000: A Data Analytic Approach, Part 2
Modules:
1.1 Who Are We? An Introduction, 1.2: Big Data and the Scholarship of Discovery, 1.3: Big Data, New Facts and Classic Social Theory, 1.4: New Data and Eurasian Comparisons, 2.1: Who Survives: Life Under Pressure, 2.2: Mortality: Geographic and Socioeconomic Comparisons, 2.3: Mortality and Who We Are
3.1: Who Reproduces: Prudence and Pressure, 3.2: Reproduction and Conscious Choice, 3.3: Reproduction and Adoption, 3.4: Reproduction: Geographic and Socioeconomic Comparisons, 4.1: Who Marries: Similarity in Difference, 4.2: Universal Female and Restricted Male Marriage, 4.3: Alternative Marriage Forms, 4.4: Marriage and Socioeconomic Comparisons
5.1: Who Cares: State, Kinship and Family, 5.2: Effects of Living with Kin (by Hao DONG), 5.3: Family System in Comparative Perspective (by Hao DONG), 5.4: Kin Influence Across East Asian Family Systems (by Hao DONG), 6.1: Conclusion: The Salient Legacy of China’s Past
A Farewell Message from Professor James Lee, Rate this course
Course: Network Security
Modules:
Introduction To Understanding Network Infrastructure and Network Security Monitoring Tools, NAT Fundamentals, Packet Filtering with ACLs, ACLs with the Established Option, Access Control Models, Authentication, Authorization, and Accounting, Network-Based Malware Protection, Network Security Monitoring Tools, Wrap-Up
Introduction to Understanding Common TCP/IP Attacks, Address Resolution Protocol, Legacy TCP/IP Vulnerabilities, IP Vulnerabilities, ICMP Vulnerabilities, TCP Vulnerabilities, UDP Vulnerabilities, Attack Surface and Attack Vectors, Reconnaissance Attacks, Access Attacks, Man-in-the-Middle Attacks, Denial of Service and Distributed Denial of Service, Reflection and Amplification Attacks, Spoofing Attacks, DHCP Attacks, Wrap-Up
Course: Storying the Self: How Stories Shape our Identities
Modules:
Welcome to Storying the Self!, Questioning the 'Self', Idea Generation & Creative Practices
Beverly Tatum, "The Complexity of Identity: "Who am I?", Ways of Knowing, or "How do we know what we know"?, Storytelling & Ways of Knowing: Robin Wall Kimmerer
A Conversation with Stephanie Toliver
A Conversation with K. Melchor Quick Hall, Congratulations!
Course: Global Disease Masterclass: Communicable Diseases Epidemiology, Intervention and Prevention
Modules:
Welcome, An Introduction to HIV, Epidemiology of HIV, Major Interventions: HIV Treatment, How to Access a Data Set, Interventions: HIV Prevention, Interventions: HIV Prevention, Technical Strategy with Peter Ghys, Roundtable
An Introduction to Malaria, How to Access Data, Malaria Treatment, Comment on Global Plan, Roundtable
What are Emerging Infections?, Ebola, Ebola Outbreak, Introduction to Zika, Roundtable
An Introduction to Tuberculosis, Major Interventions for TB, Major Interventions for TB, Global TB Strategy, Roundtable, Conclusions/ Wrap Up
Course: Create Image Captioning Models - בעברית
Modules:
יצירת מודלים של הוספת כיתוב לתמונה: סקירה כללית, יצירת מודלים של הוספת כיתוב לתמונה: הדרכה מפורטת בשיעור Lab
Course: Think Again III: How to Reason Inductively
Modules:
Introduction to the Specialization
What Is Induction?, Generalizations from Samples, When are Generalizations Strong?, Applying Generalizations, Another Example of Applying Generalizations (Optional), Inference to the Best Explanation, Which Explanation Is Best?, A Student Example of Inference to the Best Explanation, Arguments from Analogy
Causal Reasoning, Negative Sufficient Condition Tests, Positive Sufficient Condition Tests, Negative Necessary Condition Tests, Positive Necessary Condition Tests, Complex Conditions, Correlation Versus Causation, Causal Fallacies, A Student Example: Causal Reasoning About Chocolate
Why Probability Matters, What Is Probability?, Negation, Conjunction, Disjunction, Series, Bayes Theorem (Optional), Expected Financial Value, Expected Overall Value, The Sausage Argument: A Student Argument About Decision Making
Final Quiz
Course: Diversity and Belonging in Businesses and Organizations
Modules:
Welcome to the Journey of Diversity, Introduction to the Course, Introduction to Inclusive Policies, What are Inclusive Policies?, Belonging Begins with Recruitment, From Recruitment to Retention, Diversity Training and Education, Belonging Beyond What We Can See: Invisible Diversity, How Inclusive Policies Lead to a Culture of Belonging, Interview with Amélie de Marsily: The Role of Wellness in Promoting Inclusion and Belonging, Module 1 Conclusion
Introduction to Norms and Practices, Organizational Norms and Belonging, Why Well-being Matters for Belonging, Kindness, Empathy and Perspective-Taking, Compassion, Respect, Module 2 Conclusion
Introduction to People as a Resource for Belonging, The Power of Human Resources, Mentorship, Sponsors and Advocates, Workplace Allies, Employee Resource Groups (ERGs), Interview with Lumumba Seegars: The Pitfalls of ERGs, Task Forces as a Tool for Belonging, Module 3 Conclusion
Introduction to Additional Tools For Belonging, Psychological Safety and Belonging, Intersectionality, Sharing Stories: The Importance of Feeling Seen and Heard, What is a Safe Space?, Interview with Akin Akinnola: The Role of Leadership and Technology in Inclusion and Belonging, Course Conclusion
Course: Academic Success for English Learners
Modules:
Welcome to Academic Success for English Learners, Additional Classroom Models to Serve English Learners, Conduct a Needs Analysis, Affective Filter Hypothesis, It Starts With Lesson Planning, Principles and Practices of Lesson Planning, Components of a Lesson Plan
Linguistic Accommodations, Instructional Accommodations, Output Across All Language Modalities, Grouping Strategies, 5 Principles of Assessment, Language Barriers in Assessing ELs
Total Physical Response, Open-mindedness, Responsibility, and Whole-heartedness, Language for Encouraging Metacognition
Clues to Identify Gifted ELs, Motivate and Engage LTELs, Distinguishing Between Language Level and Disability
Course: Blended Language Learning: Design and Practice for Teachers
Modules:
Introduction to the Course, What is Blended Learning?, How did Blended Learning Start?
Introduction and Objectives, Choosing a Blended Format, Organization Strategies for Blended Language Course Design, The Role of the LMS
Introduction and Objectives, Presenting Content Online, Blended Interpersonal Activities, Blended Interpretive Activities, Blended Presentational Activities, Blended Language Learning Assessments
Introduction and Objectives, Preparing Students for Blended Language Learning, Establishing Social, Teaching, and Cognitive Presence, Feedback and Grading, Benefits and Challenges of Synchronous and Asynchronous Speaking Activities, Academic Honesty, Evaluating a Blended Course, Introduction and Objectives
Course: Relationship Management and Business Development
Modules:
Introduction to instructor and  course overview, Relationship management and its significance in driving business development, Key principles and strategies for effective relationship management, Identifying the role of sales and commercial agents in building and managing relationships, Techniques for identifying potential clients, stakeholders, and business partners, Targeting and segmenting your market effectively, Proactive networking and relationship-building approaches, Leveraging digital platforms and social media for relationship cultivation, Importance of rapport building in business relationships, Building trust and credibility with clients and stakeholders, Effective communication techniques for business contexts, Active listening and empathy in relationship management, Developing a client-centric mindset, Effective cross-selling and upselling techniques, Nurturing long-term partnerships for repeat business, Relationship management best practices and success stories, Techniques for maintaining client loyalty and customer satisfaction, Continuous learning and adaptation in relationship management, Developing a personal action plan for implementing relationship management best practices, Conclusion and course evaluation, Commitment to applying relationship management skills in daily activities
Course: Patient Perspectives on Medications: Qualitative Interviews
Modules:
The seven phases of a qualitative interview study, Which issues, themes and approaches can you explore?, Identifying problems with medicines in your daily practice, A regulator’s perspective on patient engagement, Important medicine-related topics in the eyes of a patient, Understanding the patient perspective from within
How to prepare an interview study, How to make the interview guide, Informed Consent, Recruitment strategies for interviews
Interview preparation, phases and skills
The transcription process, Data Analysis and Coding
Course: Analyzing and Visualizing Data in Looker
Modules:
What is Looker?, Looker user interface, Organizing content with folders
Dimensions in Looker, Measures in Looker, Example: Exploring measures using customer data, Using dimensions and measures, Example: Combining dimensions and measures, Filtering dimensions, Filtering measures, Example: Filtering with measures, Getting Started with Google Cloud Platform and Qwiklabs
Filtering Looks, Introducing dashboards, Filtering dashboards, Curating Looker content in boards, Example: Board creation
Pivoting data in Looker, Example: Working with pivots, Introduction to table calculations, Types of table calculations, Writing table calculations, Example: Writing and visualizing table calculations, Example: Percent of total table calculations, Introducing offset functions, Writing offset calculations, Example: Writing offset calculations
Creating new Looks, Creating new dashboards
Sharing and scheduling Looks, Sharing and scheduling dashboards, Tile-level dashboard alerts
Course: كيف توازن بين عملك وحياتك الشخصية
Modules:
تعريف (Work Life Balance), نصائح أساسية لتحقيق التوازن, خطوات تخفيف متطلبات العمل الزائد, نصائح أساسية لإتمام عملية التوازن - الجزء الأول, نصائح أساسية لإتمام عملية التوازن - الجزء الثاني, تغيير شكل الحياة, كيفية الوصول إلى الموازنة بين العمل والحياة الشخصية, القوى العاملة الجديدة ومراحل حياة الموظف, الأسس السبعة للإدارة, الخلاصة
Course: Pets, Politics and Pandemics
Modules:
1.1 Introduction to Pets, Politics, and Pandemics
2.1 The Secret Scientific Pill, 2.2 A System, 2.3 Applying Systems Theory to Life's Hiccups, 2.4 Systems and Social Justice - Part 1, 2.5 Systems and Social Justice - Part 2, 2.6 Systems and Climate Change, 2.7 Systems and Cause and Effect
3.1 Linear Response Theory, 3.2 Susceptibility, 3.3 A Mind of Its Own - Part 1, 3.4 A Mind of Its Own - Part 2, 3.5 Systems and the Arrow of Time, 3.6 Time-Symmetric System, 3.7 Is This Case Simple or Complex?, 3.8 Making Guesses About the Future Better, 3.9 Predicting the Future - Part 1, 3.10 Predicting the Future - Part 2, 3.11 People, We Need To Talk About Time Again, 3.12 Examples of Force Response
4.1 What Can We Apply SRFSuP To?, 4.2 Education vs. Propaganda - Part 1, 4.3 Education vs. Propaganda - Part 2, 4.4 Education vs. Propaganda - Part 3, 4.5 Overwhelming Force, 4.6 Applying SRFSuP to Politicians, 4.7 Guiding Democracy Towards Persuasion, 4.8 SRFSuP Analysis for Better Policy, 4.9 Applying SRFSuP
A Case Study, REMINDER: Finish the "Review Your Peers" Assignment, Post-Course Survey
Course: Tropical Forest Landscapes 101: Conservation & Restoration
Modules:
Welcome!, The important role of tropical forest landscapes, Threats to tropical forests and degradation drivers, Opportunities and priorities for conservation and restoration, Defining "forests", How definitions and values shape management, Who conserves and restores, and why?
Climate, history, and nutrients of tropical forests, What causes biological diversity?, Quantifying biodiversity, Theories on species coexistence, How forests influence climate, How climate change influences forests, Disturbance and equilibrium in forests, Documenting forest change - determing the baseline, Interactions between human and natural disturbances
Forests and livelihoods, Defining livelihoods, Competition for resources and decision-making, Perspectives on livelihoods and conservation, Community forest management, Take home messages on livelihood considerations, Property rights vs. land tenure, Property rights as windows into society, Types of property, Key distinctions in different property rights, Hybrid systems of land tenure, Decoding multiple property relations in a landscape, Tenure security
Prioritizing areas to protect species, Biodiversity metrics, Species rarity, Diversity across landscapes, Dynamism across landscapes, Climate change and conservation, Conserving functional diversity, Animals and ecosystem services
Definitions of restoration, Degradation levels and restoration treatments, Natural processes as the foundation for restoration, ANR: Reducing disturbance and competition, ANR: Facilitating growth and enrichment planting, ANR: Putting it all together, Definitions of reforestation, Species selection, Tree planting design, Other approaches and putting it all together, Farm-scale restoration, Landscape-scale restoration
Agroforestry systems, Ideal characteristics of MPTS, Classification of AFS, Permanent crops with tree shade, Temporal systems, Agrosilvopastoral systems, Roles of agroforestry, Agroforestry and ecosystem services, Adoption of agroforestry systems, Monitoring and evaluation of agroforestry systems, Conclusions on agroforestry
Using financial tools, The time value of money, Net present value (NPV), Investment example with scenarios, Introduction to foundations, Types of philanthropic support, Theory of change, Submitting a successful proposal, Limitations of foundation support, The importance and role of public finance, Subsidies, donors, and specialized funds, Blended finance, Conclusion
Course: Systems Engineering and Program Management
Modules:
Introduction to the Specialization and Instructor, The Systems Engineering Management Plan (SEMP), The Statement of Work (SOW), The Work Breakdown Structure (WBS), Introduction to Scheduling with Microsoft Project, Scheduling with Microsoft Project, Making Schedule Updates, Integrating the Management Tools
Earned Value Management Lesson Introduction, EVMS Application, Cost Estimating, Forecasting, Contracting Fundamentals, Contract Types
Introduction to Risk & Risk Management, The Risk Management Process, Part 1, The Risk Management Process, Part 2, Change Management, Configuration Management
Failure Review Boards, RCCA Example - Space Shuttle Columbia
Course: Biomedical Visualisation
Modules:
Week 1 Overview, Human Structure, Anatomical Terminology, Muscle Movements, Interview from Prof. Niall MacFarlane: Musculoskeletal Applications in Sport Science
Week 2 Overview, Getting Comfortable with Blender, Modelling Techniques in Blender, Modelling Practical in Blender, Final Touches in Modelling: Modifiers
Week 3 Overview, Interview with Dr Neil McDonnell: Immersive Education & Project Mobius, Interview with Dr Craig Daly: Confocal Microscopy to VR, Interview with Dr Neil McDonnell Part 2: AR and Its Future, Interview with Dr Matthieu Poyade
Week 4 Overview, Interview with Dr Claudia Krebs: The HoloBrain in WebVR, Podcast with Professor Paul M. Rea, Interview with Dr Claudia Krebs: Creating a 3D & AR Pelvic Structure, Further Study - MSc in Medical Visualisation and Human Anatomy, Congratulations for completing this Course; final remarks.
Course: Enterprise Firewall Administrator
Modules:
Welcome to Fortinet Network Security Specialization, Welcome to Enterprise Firewall Administrator
Central Management
FortiGuard and Security Profiles
Intrusion Prevention System
IPsec VPN
Course: Advanced Functional Ceramics
Modules:
1.1 Introduction, 1.2 Definition of metals and ceramics, 1.3 Classification of ceramics, 1.4 Materials Science at the Nanoscale, 1.5 Nanomaterials (0 and 1-dimensional), 1.6 Nanomaterials (2-dimensional), 1.7 Nanomaterials (3-dimensional)
2.1 0-D point defects (defects, Intrinsic and Extrinsic), 2.2 0-D point defects (Conduction in oxides), 2.3 1-D line defects, 2.4 2-D/3-D defects, 2.5 Defects vs. Properties (Thermal conductivity), 2.6 Defects vs. Properties (Thermoelectric)
3.1 Ceramic powder processing-1, 3.2 Ceramic powder processing-2 ( milling techniques), 3.3 Ceramic powder processing-3 (SSR, Co-precipitation, spray drying, sol-gel process, hydrothermal synthesis, RSP), 3.4 Ceramic powder compaction and sintering, 3.5 Fast sintering, 3.6 Thin film
4.1 Ionic/Mixed conduction, 4.2 Ionic/Mixed conduction (Oxide-ion conductors and proton conductors), 4.3 Ionic/Mixed conduction (SOFC), 4.4 Dielectric ceramics-1, 4.5 Dielectric ceramics-2, 4.6 Dielectric ceramics-3 (Perovskite)
5.1 Conducting ceramics (n and p-type TCO), 5.2 Electrides, 5.3 Electrides and new strategies, 5.4 Thermoelectrics-1(thermoelectric effect and oxide), 5.5 Thermoelectrics -2 (n-type thermoelectric oxide), 5.6 Magnetic ceramics
Course: Ancient Philosophy: Plato & His Predecessors
Modules:
Introduction to Ancient Philosophy, How We Study the Pre-Socratics, Fragments and Sources, Philosophers or scientists?, The Material Principle, God in Nature?, Heraclitus on the LOGOS, Heraclitus on Change
Parmenides' Prohibition, Parmenides Against Change, Responses to Parmenides, Naturalism after Parmenides, Plato and Socrates, Socrates in the Apology, Piety in the Euthyphro, Morality and Religion
Virtue in the Meno, Teachers of Virtue?, Theory of Recollection, Was Socrates Teaching?, Meno's Paradox, Knowledge vs. True Belief, Is Justice a Virtue?, The Just City, The Just Soul, Rational Injustice?
Plato's Theory of Forms, The Real and the Good, The Creation of the World, The World Soul, Plato's Mathematical Physics, Conclusion to Part 1
Course: Digital Forensics Concepts
Modules:
Welcome to Digital Forensics Concepts, Computer Forensics and the Role of the Examiner, Forensics Methodology and Investigations, Preparing our Forensic Workstation
Applicable Laws and Ethics, Preservation and consent, Search warrants and subpoenas
Locard’s Exchange Principle and the Scientific Method, Big Data
What to bring to the scene and preparation, Documenting the scene, Recognizing Digital Evidence, Collection of Digital Evidence, Proper storage and transportation of digital evidence
Preservation of digital evidence, Live vs. dead box evidence collection & capturing volatile media, Forensic boot options & previewing
The function and uses of hashing, Create hash sets, Hashing files
Sterilizing target media, Validating your tools, Write Blockers, Creating and validation a forensic image, Linux DD Command
Formulating a Case Specific key word list, Review of grep, Using a grep search, Keyword searching with autopsy
Definition of a network and how it works, IP and MAC addresses, Internet protocols, The OSI model
Overview and Report Writing, Tool Generated Reports, Definitions and Importance of Peer Review
Project walkthrough: questions, Project hints
Course: Risk in Modern Society
Modules:
How to succeed in your online class?, Lecture 1.1 The History of Risk, Lecture 1.2 The Study of Risk: Security Studies, Lecture 1.3 The Study of Risk: Safety Science
Lecture 2.1 Risk Management, Lecture 2.2 Risk of Natural Hazards, Lecture 2.3 Risk of Natural Hazards / Part II, Lecture 2.4 Risk in the Chemical Industry, Lecture 2.5 Risk in the Chemical Industry / Part II, Lecture 2.6 Risk Management: Strengths and Weaknesses
Lecture 3.1 Risk Perception, Lecture 3.2 Risk of Terrorism, Lecture 3.3 Risk of Terrorism / Part II, Lecture 3.4 Risk of Violent Crime, Lecture 3.5 The Risk of Violent Crime / Part II, Lecture 3.6 Risk and Moral Emotions
Lecture 4.1 Modern-day Risk: Global Challenges, Lecture 4.2 Risks in Cyberspace, Lecture 4.3 Risks in Cyberspace / Part II, Lecture 4.4 Risk of Hospital Acquired Infections, Lecture 4.5: Risk of Hospital Acquired Infections / Part II, Lecture 4.6 Risk of Infectious Diseases, Lecture 4.7 Risk of Infectious Diseases / Part II, Lecture 4.8 The Risk of Infectious Diseases / Part III
Lecture 5.1 Risk in Modern Society
Course: Estrategia de IT centrada en el cliente
Modules:
Introducción del curso, Algunos principios del manifiesto ágil, El problema con los proyectos de IT, Resumen de una estrategia en 20 minutos, Resumen de la estrategia de IT: definición del valor, Resumen de la estrategia de IT: el recorrido del cliente, Resumen de la estrategia de IT: actividades clave, Demostración: plantilla del modelo de negocio Canvas, Demostración: cómo utilizar Google Docs para tu modelo de negocio Canvas, Redacción de un inventario de procesos a partir de actividades clave
Elaboración de prototipos con procesos, Ejemplo de elaboración de prototipos con procesos, Demostración: esbozo de un diseño de proceso, Criterio de validación: 0, 30, 90 días, Simulacro: diseño del proceso, Simulacro: criterio de validación, Resumen del producto