Duke University |
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Python and Pandas for Data Engineering (Coursera) https://www.coursera.org/learn/python-and-pandas-for-data-engineering-duke In this first course of the Python, Bash and SQL Essentials for Data Engineering Specialization, you will learn how to set up a version-controlled Python working environment which can utilize third party libraries. You will learn to use Python and the powerful Pandas library for data analysis and manipulation. Additionally, you will also be introduced to Vim and Visual Studio Code, two popular tools for writing software. This course is valuable for beginning and intermediate students in order to |
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Python and Rust with Linux Command Line Tools (Coursera) https://www.coursera.org/learn/python-rust-linux This course is designed for beginners and those with some programming experience in either Python or Rust that want to implement automation and utilities in the command-line. Although no prior knowledge of Python or Rust is required, basic programming knowledge is recommended as well as some familiarity with the command-line interface (CLI). Throughout the course, you will gain a solid foundation for building efficient, reliable, and high-performance command-line tools that can help you automate |
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Python Essentials for MLOps (Coursera) https://www.coursera.org/learn/python-mlops-duke Python Essentials for MLOps (Machine Learning Operations) is a course designed to provide learners with the fundamental Python skills needed to succeed in an MLOps role. This course covers the basics of the Python programming language, including data types, functions, modules and testing techniques. It also covers how to work effectively with data sets and other data science tasks with Pandas and NumPy. Through a series of hands-on exercises, learners will gain practical experience working with |
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Python Programming Fundamentals (Coursera) https://www.coursera.org/learn/python-programming-fundamentals This introductory course is designed for beginners and individuals with limited programming experience who want to embark on their software development or data science journey using Python. Throughout the course, learners will gain a solid understanding of algorithmic thinking, Python syntax, code testing, debugging techniques, and modular code development--essential skills for a successful career in software engineering, development, or data science. By the end of this course, you will learn |
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Python, Bash and SQL Essentials for Data Engineering (CourseraSpecs) https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke Offered by Duke University. Launch Your Career in Data Engineering. Master foundational strategies and tools to become proficient in ... |
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Rediscovering the Heart of Methodism (CourseraSpecs) https://www.coursera.org/specializations/rediscovering-methodism-theology-church Offered by Duke University. Rediscovering the Heart of Methodism. Explore Methodist theology and history. Gain key spiritual leadership ... |
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Renewable Energy and Green Building Entrepreneurship (Coursera) https://www.coursera.org/learn/renewable-energy-entrepreneurship Welcome to the course where you learn to launch a new business in the energy, finance, real estate, design, engineering, or environmental sectors, while also helping you create positive environmental and human health impacts around the world. We will integrate tools, trends, and tips from the field of entrepreneurship as a career path for making a difference and generating wealth in the renewable energy and green building sectors. This is not a course about theory. Instead, we focus on real wo |
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Risk Management and Financial Theory (Coursera) https://www.coursera.org/learn/risk-management-financial-theory In this course, you will explore various types of financial risks, including market, credit, and operational risks, and learn strategies for managing and mitigating them. Additionally, you will master the art of building compelling business cases, focusing on strategic alignment, financial justification, risk assessment, and stakeholder communication. You will also understand the fundamental principle that money available now is worth more than the same amount in the future due to its potential |
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https://www.coursera.org/learn/rust-for-devops Rust For DevOps is an intermediate level course for software engineers, system administrators, and technical professionals looking to apply DevOps principles using Rust. This course is for you if you have beginner level programming experience and are familiar with Linux, Git, and Docker fundamentals. Through video lessons and coding exercises, you will gain practical Rust skills to build, deploy, and monitor applications using DevOps workflows. You will implement containerization, instrument you |
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Rust for Large Language Model Operations (LLMOps) (Coursera) https://www.coursera.org/learn/rust-llmops Do you aspire to be a Rust developer at the forefront of the AI revolution? This groundbreaking course is designed specifically to train you in Large Language Model Operations (LLMOps) using Rust. This course doesn't just scratch the surface; it takes a deep dive into how you can integrate Rust with sophisticated LLM frameworks like HuggingFace Transformers. We'll also explore how to effectively deploy these large models on cloud infrastructures such as AWS, all while incorporating DevOps method |
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https://www.coursera.org/learn/rust-fundamentals This comprehensive Rust programming course welcomes learners of all levels, including beginners and those with some programming experience. No prior knowledge of Rust is required, making it accessible to coding novices. Throughout the course, you will gain a solid foundation in Rust programming and develop proficiency in advanced concepts, enabling you to write efficient, reliable, and high-performance code. You will understand the core concepts and syntax of Rust, learn effective code organizat |
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Rust Programming (CourseraSpecs) https://www.coursera.org/specializations/rust-programming Offered by Duke University. Master Rust for Powerful Systems Programming. Learn to build robust and efficient software with Rust's unique ... |
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Scripting with Python and SQL for Data Engineering (Coursera) https://www.coursera.org/learn/scripting-with-python-sql-for-data-engineering-duke In this third course of the Python, Bash and SQL Essentials for Data Engineering Specialization, you will explore techniques to work effectively with Python and SQL. We will go through useful data structures in Python scripting and connect to databases like MySQL. Additionally, you will learn how to use a modern text editor to connect and run SQL queries against a real database, performing operations to load and extract data. Finally, you will use extracted data from websites using scraping tech |
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https://www.coursera.org/learn/space-medicine-duke Have you ever wondered what it would take for humans to travel beyond the comforts of our home planet, Earth? You are invited to join us in Space Medicine - an online experience facilitated by two recent Duke graduates in which you will learn about and engage in the most pressing medical challenges facing NASA and others advancing the future of space exploration. Space Medicine is a free, non-certificate course featuring interactive modules and weekly live discussions. Participants will reflect |
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Spark, Hadoop, and Snowflake for Data Engineering (Coursera) https://www.coursera.org/learn/spark-hadoop-snowflake-data-engineering e.g. This is primarily aimed at first- and second-year undergraduates interested in engineering or science, along with high school students and professionals with an interest in programmingGain the skills for building efficient and scalable data pipelines. Explore essential data engineering platforms (Hadoop, Spark, and Snowflake) as well as learn how to optimize and manage them. Delve into Databricks, a powerful platform for executing data analytics and machine learning tasks, while honing your |
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https://www.coursera.org/learn/sports-society Sports play a giant role in contemporary society worldwide. But few of us pause to think about the larger questions of money, politics, race, sex, culture, and commercialization that surround sports everywhere. This course draws on the tools of anthropology, sociology, history, and other disciplines to give you new perspectives on the games we watch and play. It's the new and improved version of Professor Orin Starn's original "Sports and Society" for Coursera, which drew more than 40,000 stude |
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Startup Valuation Methods (Coursera) https://www.coursera.org/learn/startup-valuation-methods How do different types of investors think about an investment opportunity? What kind of securities and contracts do they offer? How should a company decide what is a "good deal"? This course is designed to introduce you to the challenges and pitfalls of financing new enterprises. You will learn the basic tools for valuating companies, including using discounted cashflow analysis in Excel and understanding how to apply this model to your entrepreneurial venture. You will then learn how valuation |
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Strategic Management for Churches (Coursera) https://www.coursera.org/learn/strategy-management-church-theology Why is vision theologically important for your church, and how should it be realized? How do church goals, objectives, metrics, core values, and culture play a crucial role in this? What kind of pastoral leadership is needed to bring God’s vision for your church to fruition? In this second course in the Duke Divinity+ Church Administration Specialization series, you will learn how to approach strategic management theologically as strategic stewardship for your church. Secular organizations wi |
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Strategy and Innovation for Agile Organizations (CourseraSpecs) https://www.coursera.org/specializations/strategy-innovation-agile-organizations Offered by Duke University. Drive strategy and innovation for competitive edge. Build adaptive strategies and lead digital transformation |
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The Brain and Space (Coursera) https://www.coursera.org/learn/human-brain This course is about how the brain creates our sense of spatial location from a variety of sensory and motor sources, and how this spatial sense in turn shapes our cognitive abilities. Knowing where things are is effortless. But “under the hood,” your brain must figure out even the simplest of details about the world around you and your position in it. Recognizing your mother, finding your phone, going to the grocery store, playing the banjo – these require careful sleuthing and coordination |
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Think Again I: How to Understand Arguments (Coursera) https://www.coursera.org/learn/understanding-arguments In this course, you will learn what an argument is. The definition of argument will enable you to identify when speakers are giving arguments and when they are not. Next, you will learn how to break an argument into its essential parts, how to put them in order to reveal their connections, and how to fill in gaps in an argument by adding suppressed premises. By the end of this course, you will be better able to understand and appreciate arguments that you and other people present. Suggested Re |
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Think Again II: How to Reason Deductively (Coursera) https://www.coursera.org/learn/deductive-reasoning Deductive arguments are supposed to be valid in the sense that the premises guarantee that the conclusion is true. In this course, you will learn how to use truth-tables and Venn diagrams to represent the information contained in the premises and conclusion of an argument so that you can determine whether or not the argument is deductively valid. Suggested Readings: Students who want more detailed explanations or additional exercises or who want to explore these topics in more depth should c |
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Think Again III: How to Reason Inductively (Coursera) https://www.coursera.org/learn/inductive-reasoning Want to solve a murder mystery? What caused your computer to fail? Who can you trust in your everyday life? In this course, you will learn how to analyze and assess five common forms of inductive arguments: generalizations from samples, applications of generalizations, inference to the best explanation, arguments from analogy, and causal reasoning. The course closes by showing how you can use probability to help make decisions of all sorts. Suggested Readings Students who want more detailed ex |
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Think Again IV: How to Avoid Fallacies (Coursera) https://www.coursera.org/learn/logical-fallacies We encounter fallacies almost everywhere we look. Politicians, salespeople, and children commonly use fallacies in order to get you to think whatever they want you to think. It’s important to learn to recognize fallacies so that you can avoid being fooled by them. It’s also important to learn about fallacies so that you avoid making fallacious arguments yourself. This course will show you how to identify and avoid many of the fallacies that lead people astray. In this course, you will learn abo |
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Tropical Parasitology: Protozoans, Worms, Vectors and Human Diseases (Coursera) https://www.coursera.org/learn/parasitology This course provides students an understanding of important human parasitic diseases, including their life cycles, vectors of transmission, distribution and epidemiology, pathophysiology and clinical manifestations, treatment, and prevention and control. Tropical Parasitology is taught by faculty from an area highly impacted by tropical parasites- the Kilimanjaro Christian Medical University College in Moshi, Tanzania. The faculty include Drs. Frank Mosha and Mramba Nyindo (and two lecturers, D |
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Understanding 9/11: Why 9/11 Happened & How Terrorism Affects Our World Today (Coursera) https://www.coursera.org/learn/911-attack This course will explore the forces that led to the 9/11 attacks and the policies the United States adopted in response. We will examine the phenomenon of modern terrorism, the development of the al Qai'da ideology, and the process by which individuals radicalize towards violence. |
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Virtualization, Docker, and Kubernetes for Data Engineering (Coursera) https://www.coursera.org/learn/virtualization-docker-kubernetes-data-engineering Throughout this course, you'll explore virtualization, containerization, and Kubernetes, mastering the very tools that power data engineering in the industry. Each week presents a new set of tools and platforms that are indispensable in data engineering. From mastering Docker and Kubernetes to exploring advanced topics such as AI-driven coding with GitHub Copilot, efficient container image management with Azure and Amazon Elastic Container Registries, and Site Reliability Engineering (SRE) pract |
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Visual Perception and the Brain (Coursera) https://www.coursera.org/learn/visual-perception Learners will be introduced to the problems that vision faces, using perception as a guide. The course will consider how what we see is generated by the visual system, what the central problem for vision is, and what visual perception indicates about how the brain works. The evidence will be drawn from neuroscience, psychology, the history of vision science and what philosophy has contributed. Although the discussions will be informed by visual system anatomy and physiology, the focus is on perc |
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Web Applications and Command-Line Tools for Data Engineering (Coursera) https://www.coursera.org/learn/web-app-command-line-tools-for-data-engineering-duke In this fourth course of the Python, Bash and SQL Essentials for Data Engineering Specialization, you will build upon the data engineering concepts introduced in the first three courses to apply Python, Bash and SQL techniques in tackling real-world problems. First, we will dive deeper into leveraging Jupyter notebooks to create and deploy models for machine learning tasks. Then, we will explore how to use Python microservices to break up your data warehouse into small, portable solutions that c |
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Writing, Running, and Fixing Code in C (Coursera) https://www.coursera.org/learn/writing-running-fixing-code Building on the course Programming Fundamentals, this course will teach you how to write code by first planning what your program should do—an important approach for novice and professional programmers. You will learn how to compile and run your program, and then how to test and debug it. This course builds on the Seven Steps you have already learned and provides a framework for systematically testing for problems and fixing them, so you can find and fix problems efficiently. |
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مقاييس الأعمال للشركات التي تعتمد على البيانات (Coursera) https://www.coursera.org/learn/analytics-business-metrics-ar في هذه الدورة التدريبية، ستتعلم أفضل الممارسات لكيفية استخدام تحليلات البيانات لتجعل أي شركة لها قدرة أكبر على التنافس والربح. سيمكنك التعرف على أهم مقاييس الأعمال وتمييزها عن البيانات العادية. وستكون لديك صورة واضحة عن الأدوار الحيوية المختلفة التي يضطلع بها كل من محللي الأعمال، ومحللي بيانات الأعمال، وعلماء البيانات في مختلف أنواع الشركات. وستعرف بالضبط أي المهارات مطلوبة للتوظيف في هذه الأعمال التي يرتفع الطلب عليها والنجاح فيها. وفي النهاية، سيمكنك الاستعانة بالقائمة المرجعية التي توفرها |
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Church Administration: Human Resources (CourseraSpecs) https://www.coursera.org/specializations/divinity-church-admin-hr Offered by Duke University. Become a strategic church leader.. Apply managerial and business skills in a church context with a strong ... |
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https://www.coursera.org/learn/sheng-li-xue 在本课程中，学生将学习认识和应用说明人体九个器官系统中整体人体机能（作为完整有机体）的基本概念。 |