The Global Scholarly Directory.
Discover world-class academic programs curated for the modern intellectual. Search through 19877+ degrees and professional certificates.
University of Maryland, College Park
Applied Scrum for Agile Project Management
By completing this course, you’ll gain a strong foundation in Agile principles and Scrum practices, the most widely used Agile framework across industries today. You’ll learn not only why Agile has become the standard in IT and beyond, but also how to apply Scrum’s core roles, processes, and tools to drive team success. Through real-world case studies and practical exercises, you’ll explore how Agile teams organize, plan, and deliver value faster, and how Scrum adapts to different industries and project scales. This course stands out by focusing on the essential skills and mindsets needed to thrive in any Agile environment—without requiring prior experience or advanced certifications. You’ll finish ready to contribute confidently to Agile teams, with a clear understanding of Scrum’s mechanics, common pitfalls, and how Agile principles can accelerate your career. Plus, you’ll earn 10 PMI-recognized Professional Development Units (PDUs), helping you maintain your Project Management Professional (PMP) certification and advance your professional growth.
University of Washington
머신 러닝: 회귀 모델
사례 연구 - 주택 가격 예측 첫 번째 사례 연구 주택 가격 예측에서는 입력 특성(면적, 방 및 화장실 개수 등)에서 연속적인 값(가격)을 예측하는 모델을 만듭니다. 이는 회귀를 적용할 수 있는 많은 장소 중 하나일 뿐입니다. 그 외 다른 응용의 범위는 의약품에 대한 건강 효과, 금융 분야에서의 주가, 고성능 컴퓨터 전력 사용 예측에서부터 유전자 발현에 중요한 조절기를 분석하는 것까지 다양합니다. 본 강의에서는 예측 및 특성 선택 태스크를 위한 정규화된 선형 회귀 모델에 대해 알아봅니다. 매우 큰 특성의 집합을 처리하고 다양한 복잡도 모델 중 선택할 수 있습니다. 또한 이상치와 같은 데이터의 양상이 선택한 모델과 예측값에 주는 영향도 분석합니다. 이와 같은 모델을 피팅하기 위해 큰 데이터 세트에 따라 확장하는 최적화 알고리즘을 구현해 봅니다. 학습 목표: 본 강의를 끝내면 여러분은: -회귀 모델의 입력과 출력을 설명할 수 있습니다. -데이터를 모델링할 때 편향과 분산을 비교 및 대조할 수 있습니다. -최적화 알고리즘을 사용하여 모델 매개변수를 예상할 수 있습니다. -교차 검증을 사용하여 매개변수를 조정할 수 있습니다. -모델의 성능을 분석할 수 있습니다. -희소성의 개념과 라쏘가 희소 해로 이어지는 방법을 설명할 수 있습니다. -모델 중 선택할 방법을 배포할 수 있습니다. -모델을 활용하여 예측을 형성할 수 있습니다. -주택 데이터 세트를 사용하여 가격을 예측하는 회귀 모델을 구축할 수 있습니다. -이와 같은 기술을 Python에서 구현할 수 있습니다.
University of London
모두를 위한 머신 러닝
종종 인공지능 또는 AI라고도 불리는 머신 러닝은 현재 가장 흥미로운 기술 분야 중 하나입니다. 얼굴 인식 기술, 자율 주행 자동차 또는 실제 사람처럼 대화할 수 있는 컴퓨터의 새로운 돌파구를 예고하는 뉴스 기사를 매일 접하고 있습니다. 머신 러닝 기술은 인간의 삶과 작업의 거의 모든 영역에 혁명을 일으키고 우리의 모든 삶에 영향을 미칩니다. 따라서 이 기술에 대해 더 많은 것을 알고 싶을 것입니다. 머신 러닝은 컴퓨터 과학에서 가장 복잡한 영역 중 하나로 알려져 있으며 이를 이해하려면 고급 수학 및 엔지니어링 기술이 필요합니다. 머신 러닝 엔지니어로 일하는 데 많은 수학과 프로그래밍이 필요한 것은 사실이지만 누구나 머신 러닝의 기본 개념을 이해할 수 있으며 이 기술의 중요성을 생각해 보면 누구나 이 기술을 이해해야 할 것입니다. AI의 획기적인 발전은 공상과학 소설 같기도 하지만 결국 데이터를 사용하여 통계 알고리즘을 훈련하는 간단한 아이디어로 귀결됩니다. 이 과정에서는 수학이나 프로그래밍에 대한 배경 지식이 없더라도 머신 러닝의 기본 개념을 이해하는 방법을 배웁니다. 뿐만 아니라, 실제로 머신 러닝 프로젝트를 수행하기 위해 런던 대학 골드스미스에서 개발한 사용자 친화적인 도구를 직접 사용하고 사용할 수 있습니다. 이 도구는 컴퓨터에서 이미지를 인식하도록 훈련시킵니다. 이 과정은 다양한 사람들을 대상으로 합니다. 머신 러닝의 기술 경력을 개발하기에 적합한 첫 번째 단계가 될 수 있습니다. 기술 세부 사항 이전에 높은 수준의 개념부터 시작하는 것이 더 좋기는 하지만 기술을 사용하지 않는 직종인 경우에도 좋습니다. 귀하는 머신 러닝 사용을 고려 중인 회사의 관리자나 기술과 무관한 역할일 수 있습니다. 귀하는 이 기술을 올바르게 이해해야 하며, 이 과정은 그러한 이해를 얻을 수 있는 좋은 기회입니다. 또는 AI에 대한 뉴스 보고서를 읽고 현재 가장 인기 있는 신기술에 대해 더 알아보고 싶을 수도 있습니다. 이제 첫 번째 머신 러닝 프로젝트를 안내해 드리겠습니다. NB 이 과정은 프로그래밍 없이 머신 러닝을 소개하도록 설계되었습니다. 따라서 Python 및 TensorFlow와 같은 프로그래밍 기반 머신 러닝 도구는 다루지 않습니다.
Coursera
YouTube Insights: Crack the Algorithm
Discover how YouTube’s powerful algorithm decides what content gets surfaced—and how you can work with it to grow your audience. In this course, you’ll learn how YouTube evaluates videos across key metrics like watch time, click-through rate, and retention. You’ll explore how Shorts, live streams, and long-form content are promoted differently, and how to use YouTube Studio to analyze performance. By the end, you’ll be able to create content that aligns with YouTube’s recommendation systems while staying true to your creative vision.
Packt
Learn Man in the Middle Attacks from Scratch
Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this course, you'll learn to set up your Kali Linux 2.0 lab, understand device communication, and master Man in the Middle (MITM) attacks. The course has four sections: - Preparation, where you download and set up Kali Linux as a virtual machine or main OS; - Network Basics, covering essential network knowledge for security testing; - MITM Attack, teaching you to perform MITM attacks and execute post-modules like playing music on the target OS, stealing credentials, and gaining full access to connected devices; - Protecting Yourself, learning to safeguard your OS against these attacks. By the end, you'll perform MITM attacks on target networks, control connected computers, and protect yourself. You'll learn to navigate the Linux environment, explore Kali tools, learn ARP poisoning, access client accounts in Wi-Fi networks, and launch MITM attacks. This course is designed for cybersecurity enthusiasts, ethical hackers, and IT professionals looking to deepen their knowledge of network security. A basic understanding of Linux and networking concepts is recommended but not required.
IBM
Introduction to R Programming for Data Science
When working in the data science field you will definitely become acquainted with the R language and the role it plays in data analysis. This course introduces you to the basics of the R language such as data types, techniques for manipulation, and how to implement fundamental programming tasks. You will begin the process of understanding common data structures, programming fundamentals and how to manipulate data all with the help of the R programming language. The emphasis in this course is hands-on and practical learning . You will write a simple program using RStudio, manipulate data in a data frame or matrix, and complete a final project as a data analyst using Watson Studio and Jupyter notebooks to acquire and analyze data-driven insights. No prior knowledge of R, or programming is required.
Packt
Investor Relations
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Investor Relations (IR) plays a crucial role in maintaining investor confidence and shaping business strategies. In this course, you will explore the fundamentals of IR, including the evolution of the field, effective communication strategies, and how to deliver clear, concise, and impactful messages to investors. You'll learn about key metrics, the role of storytelling, crisis management, and how modern media tools like video and podcasts can enhance investor relations efforts. Throughout the course, you will gain insights into managing investor relationships through structured communication, navigating challenges, and leveraging digital tools to enhance engagement. The course also emphasizes the importance of practice and mastery, offering a hands-on approach to replicating investor interactions and innovative Q&A techniques. This course is ideal for professionals in Investor Relations, corporate communication, or financial management roles, and anyone looking to strengthen their communication with investors. No prior experience in IR is required, making it accessible to those who are new to the field, though some familiarity with business concepts will be helpful. By the end of the course, you will be able to develop effective communication strategies, deliver impactful investor presentations, manage crises, and utilize modern media tools to foster strong relationships with investors.
Adobe
Document Design
Elevate your document creation and management skills with our specialized course. Ideal for professionals and students alike, this course will empower you to produce polished, well-organized documents that make an impact. By the end of this course, you’ll have the expertise to design and manage documents that are not only functional but also visually engaging. Join us and take the first step toward becoming a document design and management expert!
Packt
How to Become a Thought Leader
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Embark on your journey to becoming a recognized thought leader. This course will equip you with the tools to effectively share your expertise, grow your influence, and create a lasting impact in your industry. You'll learn how to capture your ideas, master public speaking, and use technology to expand your reach. The course takes you through key steps, beginning with strategies to establish your presence and positioning. As you progress, you will learn to build and communicate your authority through various channels, including content creation, speaking engagements, and collaborations with other leaders. Along the way, you'll gain practical insights into leveraging digital tools, writing books, and monetizing your expertise. Ideal for professionals who wish to develop their leadership skills, the course is designed for individuals eager to grow their influence and scale their authority. There's no specific prerequisite, but a passion for leadership and a basic understanding of digital platforms will enhance your experience. Whether you're just starting out or looking to refine your approach, this course is suitable for all levels. By the end of the course, you will be able to confidently define your niche, create compelling content, master public speaking, collaborate with industry leaders, and leverage modern tools to scale your thought leadership efforts.
Rutgers the State University of New Jersey
AI Ethics in Business
Learning Outcomes: This introductory-level course combined theoretical knowledge with actionable insights for real-world business scenarios, making it ideal for learners looking to integrate AI into the social ethics strategy. By the end of this course, you will be able to: • Understand AI Basics • Explore Ethical Dimensions • Grasp Regulatory Environments • Address Privacy and Fairness: • Practical Insights This course covers an Intermediate knowledge of AI technology and its current application in the business field. It also covers foundational topics of ethics and regulatory frameworks relevant to AI issues. The course also provides real-world case studies and future projections. This course integrates AI technology with business applications and social ethics, providing a unique and comprehensive learning experience. Participants will gain practical skills for implementing AI solutions responsibly and in compliance with regulations. The course connects theoretical concepts to actual business and ethical scenarios through case studies and real-world examples. Discussions on future AI trends and ethical dilemmas further prepare learners to lead in their fields. This Intermediate-level course is designed for students and professionals in various fields, including business managers, IT specialists, policymakers, and those aspiring to integrate AI into their career paths. To be successful in this course, you need to have a background in fundamental business operations and basic knowledge of AI (common AI applications in business and basic algorithms).
Amazon Web Services
Introduction to the Cloud for Clinicians
This course introduces the cloud, and describe what it means for your healthcare practice and to you as a clinician. Cloud can reduce the burden of technology on clinicians, who can then focus on delivering care, identify healthcare needs, manage health at scale, and respond quickly to change. Providers can accelerate innovation, unlock siloed data, and develop personalized care strategies—all while operating securely in a highly regulated industry.
Kotter
Kotter's Change Framework: Accelerators 5-8
Complete your learning journey with the fourth and last course from Kotter, designed to provide the first steps into an understanding of the Science of Change. Explore Kotter’s effective strategies and tactics for leading complex change. Learn how you can apply Kotter’s 8 Accelerators to dramatically increase your chances of success as you lead change. Course Description: Build on your understanding by learning how to apply the key success factors behind each of the 8 Accelerators to your own work, including the importance of articulating a Big Opportunity and: 5. Enabling Action by Removing Barriers 6. Generating Short-Term Wins 7. Sustaining Acceleration 8. Instituting Change Join Kotter and take the first steps along your learning journey into the Science of Change, beginning with our understanding of human nature and our response to threats and opportunities and the limitations of traditional organizational structures. Based on 50 years of empirical research into the Science of Change and our latest insights from our firm’s consulting work, Kotter is making change leadership more accessible than ever before with four new courses introducing learners to our methodologies and tools for successful organizational transformations.
Shanghai Jiao Tong University
Mandarin Chinese for Intermediate Learners: Part 2
"Mandarin Chinese 2: Chinese for Intermediate Learners" is the second course of the MOOC specialization "Learn Intermediate Mandarin Chinese" created by Shanghai Jiao Tong University.
Alfaisal University | KLD
مهارات إدارة التغيير الذاتي
يمر الكثير منا بمراحل يسعى فيها إلى التغيير أو يُفرض عليه ذلك التغيير، لكن الدراسات تقول إن الغالبية العظمى من الناس تخشى التغيير وتقاومه بقوة، ولأن التغيير أصبح الحقيقة الوحيدة في عالمنا، فقد أصبح من الواجب على كل شخصٍ يسعى للنجاح في حياته الشخصية والمهنية اكتسابُ المهارة التي تجعل ذلك التغييرَ إيجابياً، سواء كانَ رغبةً منه في تغيير عادة سيئة لديه أم كان أمراً فُرضَ عليه لظرفٍ ما. هذه الدورة هي دورة تمهيدية؛ فهي تلقي الضوء على أساسيات الموضوع بشكل عام بهدف التعريف به وبمحاوره الأساسية التي يجب الإلمام بها. إذا كنت من المهتمين بفهم مهارات إدارة التغيير الذاتي، أو كان مجال عملك يتطلب توظيف ذلك في سياق عملك، فهذه الدورة ستكون مثالية لإغناء خبرتك وتطوير مهاراتك بشكل فعال ومؤثر. حيث ستزودك هذه الدورة باطلاع واسع ودقيق على مجموعة من المحاور المتعلقة بهذا الموضوع، مثل: التعرف على العوامل الرئيسية والمهارات اللازمة لإدارة التغيير الذاتي بنجاح، فهم أسرار النجاح في تقبل التغيير وإدارته وأنماط التفكير المساندة له، شرح مفهوم إدارة التغيير وخطواته ومصادر التأثير في عملية التغيير، توضيح معنى التغيير وأنواعه وأنماط استجابتنا له.
Epic Games
User Interface in Game Design
Unlock the full potential of your game design skills with our comprehensive course on User Interface (UI) in Unreal Engine! Designed for aspiring game developers and UI designers, this course equips you with foundational and advanced techniques to create engaging and intuitive interfaces. No prior experience is needed, but it’s recommended to complete Courses 1-4 for a solid grounding. Dive into the principles of effective UI design, from minimalist and modular approaches to understanding programming paradigms. Gain hands-on experience with Unreal Engine’s UMG, learning to differentiate between the designer and code graphs and mastering the essentials of UI creation. Through practical exercises, you'll mock up various UI widgets and add functional code, and you’ll also develop common game components such as world maps, loading screens, and mini maps. What sets this course apart is its blend of theoretical insights and practical application, all within the Unreal Engine ecosystem. Whether you're aiming to enhance player experience or streamline your design process, this course will help you build professional-quality user interfaces with confidence.
University of Colorado Boulder
Modern Topics in Condensed Matter Physics
This course will begin by discussing superconductivity - a central example of a macroscopic phenomenon. It will then proceed to discuss various modern topics in quantum condensed matter physics, including fractionalization, anyon statistics, topology, and non-equilibrium phases. The course aims to provide learners with an appreciation for some modern topics in condensed matter physics.