The Global Scholarly Directory.
Discover world-class academic programs curated for the modern intellectual. Search through 19877+ degrees and professional certificates.
Google
4.「ダーティー」なデータを「クリーン」にする
Google データアナリティクス プロフェッショナル認定プログラムの 4 つめのコースです。このコースでは、1～3 つめのコースで学んだトピックの理解を深めながら、表計算ソフトや SQL を使ったデータのチェックやクリーニングの方法、またデータクリーニング結果の検証やレポートの作成方法についても学びます。また、現職の Google データ アナリストが、最適なツールやリソースを使って、一般的なアナリスト業務を遂行する実践的な方法を指導します。 この認定プログラムを修了すると、エントリーレベルのデータ アナリスト職に応募できるようになります。過去の業務経験は不要です。 このコース修了後の目標は以下の通りです。 - データ完全性を確認する方法を学ぶ。 - 表計算ソフトを使ったデータクリーニングの方法を学ぶ。 - データベースで使用する、基本的な SQL クエリを作成できる。 - データクリーニングと変換に基本的な SQL 関数を当てはめることができる。 - データクリーニングの結果を検証する方法を理解する。 - データクリーニングのレポートの要素と重要性を理解する。
American Psychological Association
How to Create and Explore a Data Set
This course provides a comprehensive introduction to data analysis, focusing on the understanding and interpretation of data sets. Students will learn to describe data sets, characterize variables, create and interpret graphs, and identify and interpret frequency distributions using jamovi. The course also emphasizes the critical evaluation of data presentation, teaching students to discern the appropriate use and potential misuse of graphs.
Coursera
AI Content Creation with DALL-E: Visual SEO Strategy
This Guided Project "AI Content Creation with DALL-E: Visual SEO Strategy" is for Marketing Managers, Web Designers and Content Creators looking to develop their skills in AI to up their SEO game and keep ahead in the constantly changing world of SEO and AI. In this project-based course, you will learn how to utilize DALL-E to generate visually appealing images using an iterative approach to prompting, then optimise those AI-generated images for search engines before finally aligning the images with specific SEO goals and content themes to integrate AI-created visual content into blog posts. The outcome will enhance both the aesthetic appeal of your content and its SEO effectiveness. To achieve this, we will work through a series of tasks starting by learning how to use DALL-E for creating basic AI-generated images, focusing on prompt engineering to produce initial image concepts. You will gain insights into selecting appropriate images for blogs, emphasizing the significance of image properties for SEO. Master the use of prompts in DALL-E to generate images that yield strong SEO results, focusing on SEO-centric optimizations like file sizes, formats, and alt text. Practice creating SEO-optimized images for a specific blog topic using DALL-E, applying basic SEO enhancements. Learn to embed SEO-optimized, AI-generated images into blog posts, enhancing visual storytelling and SEO effectiveness. Use ChatGPT to create a content plan for a blog that includes AI-generated images, aligning them with the blog’s narrative and SEO themes. Finally, you'll apply all learned skills to complete a blog post, incorporating multiple AI-generated images that are effectively optimized and integrated. Pre-requisites: chat.openai.com - Paid ChatGPT4 Plus www.notion.so - Free Notion Account Learners should understand the basic principles of SEO including the use of keywords, keyword research, meta tags, meta descriptions and image optimisation. Learners should also understand the basics of AI including how to navigate and use ChatGPT to receive responses.
The Linux Foundation
Open Source Software Development Methods
In this course, we will define what open source software is, we will go over the history of open source software and what benefits it has provided to the world’s technology infrastructure over the decades. The course aims to teach you how to work in open source projects productively and gain a lot of benefits from it, and really understand what the advantages are. You will learn about collaboration best practices, and how to encourage diversity in open source projects. We will discuss the different licensing models that are available, as this will help you decide what the best license is for your project. We will talk about methods that are commonly used, such as Continuous Integration, and use of GitHub and other hosting providers as a central meeting place for open source projects, and we will provide some examples of successful open source projects.
Coursera
Comment utiliser le marketing d'influence pour developper votre entreprise Instagram
Dans ce projet guidé d'une heure, vous apprendrez à développer votre entreprise en élaborant une stratégie marketing puissante, en sélectionnant les bons influenceurs et en apprenant à créer un contenu utile et à partager avec les influenceurs marketing. À la fin de ce projet, vous aurez appris à créer un marketing d'influence efficace via les influenceurs sur Instagram.
Google Cloud
Premiers pas avec Google Kubernetes Engine
Bienvenue dans le cours "Premiers pas avec Google Kubernetes Engine". Si vous vous intéressez à Kubernetes, une couche logicielle située entre vos applications et votre infrastructure matérielle, vous êtes au bon endroit. Google Kubernetes Engine vous permet d'accéder à Kubernetes en tant que service géré sur Google Cloud. L'objectif de ce cours est de vous présenter les principes de base de Google Kubernetes Engine (GKE), et de vous apprendre à conteneuriser et exécuter des applications dans Google Cloud. Le cours commence par une introduction aux principes de base de Google Cloud, puis se poursuit par une présentation des conteneurs et de Kubernetes, de l'architecture de Kubernetes et des opérations Kubernetes.
Coursera
Design and Analyze Impactful Market Surveys
This course is designed for aspiring and current professionals who want to master the art and science of market research. You will learn to move beyond basic questionnaires and create sophisticated, user-centric surveys that deliver high-quality, actionable data. The curriculum focuses on two critical skill sets: Designing efficient survey instruments with branching logic to maximize respondent engagement and completion rates, and applying rigorous statistical analysis to uncover the stories hidden within your data. Through a blend of real-world case studies, expert-led videos, and hands-on activities, you will learn how to architect survey flows, formulate unambiguous questions, and pilot your designs for success. You will then dive into data analysis, using in-browser tools to perform chi-square tests and interpret p-values to identify statistically significant relationships. By the end of this course, you will not only be able to build a professional-grade survey but also translate your quantitative findings into a clear, compelling narrative that drives strategic business decisions. This course equips you with the end-to-end skills to turn market feedback into a competitive advantage.
Google Cloud
Cloud Assist 조사를 활용하여 AI를 통해 문제 해결하기
"Cloud Assist 조사는 Google Cloud 환경에서 반복적인 문제 해결을 지원하는 AI 기반 도구로, 사용자가 Google Cloud 서비스를 사용할 때 발생할 수 있는 일반적인 문제를 해결하고 문제의 근본 원인을 찾도록 돕는 것을 목표로 합니다. 이 과정은 DevOps, SRE, 플랫폼 엔지니어에게 Google Cloud 서비스의 문제 해결을 간소화하기 위해 Cloud Assist 조사를 효과적으로 사용하는 데 필요한 기술을 제공합니다. 이 학습 과정은 Cloud Assist 조사에 대한 기초 지식에 중점을 두고, Google Cloud 사용자의 문제 해결 시간을 단축하고 전반적인 운영 효율성을 향상하는 것을 목표로 합니다."
Packt
Building AI Intensive Python Applications
This course equips learners with the knowledge and skills to build intelligent applications using generative AI. It dives deep into the AI stack, covering large language models (LLMs), vector databases, and Python frameworks. Learners will also explore strategies to enhance AI performance and reliability, critical in today’s rapidly evolving AI landscape. You will gain hands-on experience by building AI-powered applications, learning how to implement vector databases for data retrieval and enhance models with Python. With a practical, step-by-step approach, you will develop the expertise to create intelligent apps that can adapt to real-world challenges. What sets this course apart is its focus on both theoretical concepts and real-world application. You’ll work on practical use cases, from AI architecture to the integration of LLMs, vector databases, and Python frameworks, giving you the confidence to implement AI solutions in various industries. This course is perfect for software engineers and developers with a basic understanding of Python who want to build intelligent applications using generative AI. It’s designed to provide both foundational knowledge and practical skills to boost AI performance and reliability.
Coursera
Draw a wireframe in Wireframe.cc
In this project you will draw a wireframe for an internal news and communications business app in Wireframe.cc, define user personas, drawing elements, menus, icons, using color coding prioritizazion and other elements of interface design.
EDUCBA
Build and Implement a Dynamic Fruits & Veg App Using Apache
Learners will describe core web server concepts, construct user-facing pages, develop backend architecture, implement order workflows, and evaluate admin features within a complete fruits and vegetables buying application. This hands-on course guides learners step-by-step through designing, coding, and deploying a fully functional web project using the Apache Web Server and MySQL. By completing this course, learners gain practical real-world experience in building a dynamic, database-driven application—from displaying products and creating login systems to securely storing orders and reviewing administrative outputs. They will develop confidence in integrating frontend interfaces with backend logic while understanding essential web development practices. What makes this course unique is its project-first approach: instead of isolated lessons, learners build a complete working system from start to finish. Clear demonstrations, structured modules, and progressive complexity make it ideal for beginners and intermediate developers who want to strengthen their PHP, MySQL, and Apache skills through applied learning. Upon finishing, learners will have both the knowledge and the project experience needed to advance their web development journey.
Duke University
Cultivating a Scriptural Imagination
What does it mean to have a scriptural imagination, and how do we develop this kind of imagination in Christian community? How can a scriptural imagination help us become more active participants in God’s unfolding story of redemption? This Duke Divinity+ course explores the common values and scriptural framework that is at the heart of Methodism. Throughout four weeks, you will learn the definition of scriptural imagination — and how to connect this to your church and individual practices and forming diverse communities of faith. In each week of the course, you’ll be asked to reflect on scripture to guide you to take practical steps in how to incorporate theology in your own worship, fellowship, teaching, and mission. This course is part of the Rediscovering the Heart of Methodism series. This is one of five 4-week online courses designed to help engaged laypeople and clergy (including local pastors in licensing schools) develop core capacities for innovative leadership within the Wesleyan tradition. If you are a pastor or ministry professional in need of Continuing Education Unit (CEU) credits for your professional development, CEU credits are available for this course. Upon successful completion of this course, you can provide your Coursera certificate and the course description to your employer for recognition of earning 0.5 CEUs. Contact divinityonline@duke.edu with any questions regarding CEUs for this course. Each of the 5 courses in the Rediscovering the Heart of Methodism specialization is worth 0.5 CEUs, for a total of 2.5 CEUs for completing all of the courses. Through this series, we hope you will experience a deeper grounding in the distinctive elements of Methodism at its best, and a renewed capacity for hopeful, imaginative participation in the mission of God.
Universidad de los Andes
Desarrollo de Metaversos para todos
Este curso nace del interés por formar creadores de metaversos, proporcionando una introducción a las bases necesarias para crear experiencias desde cero. Aprenderás sobre qué son los metaversos, sus características principales, la creación de avatares, la composición de escenarios 3D y la creación de interacciones y acciones en el metaverso. Te enseñaremos aspectos transversales a cualquier metaverso para que puedas aplicar lo aprendido y adaptarlo a cualquier plataforma de creación de metaversos. Sin embargo, te enseñaremos cómo aplicar esto en 3 herramientas previamente seleccionadas y tu podrás seleccionar al menos una para trabajar a lo largo del curso. Este curso está pensado para hispanohablantes de todas las regiones del mundo, sin importar su nivel educativo previo. No se requiere experiencia previa, aunque es deseable que los estudiantes tengan un interés genuino en la creación de metaversos y estén dispuestos a aprender y experimentar con nuevas tecnologías.
Coursera
Accounts Payable and Receivable Workflow Management
Learn essential accounts payable and receivable workflows through hands-on practice with real-world scenarios. You'll learn to implement the three-way match process for procurement controls, manage customer payment processing and aging reports, create compliant invoices with automated tax calculations, and document complete AP/AR workflows. This integrated approach combines foundational accounting procedures with practical software skills, preparing you to handle the full procure-to-pay and order-to-cash cycles. Perfect for accounting clerks, bookkeepers, and finance professionals who need to standardize their AP/AR processes. You'll work with QuickBooks for payment tracking, Excel templates for invoice creation, and develop professional process documentation. By the end, you'll have created a complete workflow management system that demonstrates your ability to maintain accurate financial records, ensure compliance, and optimize cash flow management in any business environment.
Universidad de los Andes
Diseño de cursos para la comprensión de Grandes Ideas
"Diseño de cursos para la comprensión de grandes ideas" es una experiencia de aprendizaje en la red que forma parte del Programa Especializado sobre diseño de instrucción por enfoque de Grandes Ideas que ofrece Uniandes en plataforma Coursera. Construye sobre los resultados del curso sobre "Análisis del contexto para fundamentar diseño de instrucción" y sirve de base para aprovechar el curso "Docencia con pedagogía activa usando tecnología digital". Es una asignatura totalmente en la red, requiere cerca de 30 horas de trabajo autónomo, dosificables en seis semanas, 5 a 6 horas por semana. Incluye tres módulos en los que se aplica diseño sistemático "de atrás hacia adelante", por lo que primero se determina "qué aprender", en términos de conceptos fundamentales que interesa perduren en el tiempo (a los que llamamos "Grandes Ideas"--GI); sobre esta base, se establece "cómo saber que se aprendió lo deseado", mediante alineación de distintas instancias de evaluación de los aprendizaje con las GI y definición del respectivo sistema de evaluación . El "cómo y con qué aprender" se diseñan definiendo estrategias de aprendizaje activo, mediadas con tecnología digital y recursos y actividades aplicables. A lo largo del programa cada quien trabaja en diseñar su propio curso, con guías para autocontrolar la calidad de lo hecho. Si el estudiante desea certificación, debe (1) pagar inscripción en Coursera, (2) someter a evaluación por pares el diseño que haya hecho, superando 80% de umbral de logro frente a rúbricas definidas, así como (3) dar información de retorno a no menos de dos compañeros de estudio, asignados al azar por el sistema.
Packt
Comprehensive Cisco Security Techniques and Automation
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. Master the art of securing modern networks with Comprehensive Cisco Security Techniques and Automation, an advanced guide to Cisco's state-of-the-art security strategies and tools. From endpoint protection to advanced network configurations, this course offers an all-encompassing view of how to secure enterprise environments effectively. Start by exploring endpoint security strategies, including Endpoint Protection Platforms (EPP), Endpoint Detection and Response (EDR), and Cisco’s advanced threat protection tools like AMP. Learn key concepts like Mobile Device Management (MDM), Multi-Factor Authentication (MFA), and endpoint patching strategies. Each module equips you with the techniques necessary to safeguard network endpoints and maintain security compliance. Transition to advanced network security topics such as guest access and BYOD policies, 802.1X configurations, and Change of Authorization (CoA). Dive into device compliance, application control, and data exfiltration prevention. The course also highlights network telemetry and showcases the extensive range of Cisco security products, helping you choose the best tools for any security scenario. Ideal for IT professionals and security practitioners, this course is designed to provide hands-on knowledge of Cisco's advanced security technologies. With its blend of foundational principles and cutting-edge techniques, this program prepares learners to tackle real-world challenges and pursue certifications in Cisco security.