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Organizations today operate in increasingly complex environments where success depends on the ability to lead change, engage stakeholders, and make informed, context-driven decisions. This specialization gives professionals practical tools to do exactly that. You will learn how to apply systems thinking, conduct assessments, map relationships, and design engagement strategies that build trust and deliver results. Whether you're advancing strategic initiatives, improving organizational processes, launching community-facing initiatives, or collaborating across functions and with external partners, these courses will help you build effective partnerships and lead transformation with purpose, clarity, and impact.

This specialization consists of three elementary language courses, aims to improve your Chinese language skills effectively and systematically. This specialization introduces everyday language and includes activities to practice all four language skill: conversation, comprehension, reading and writing. You will learn about Chinese culture and basic Chinese Characters more, will possess the ability to further your Chinese language studies.

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. Start your programming "Learn to Code with Ruby" is an educational journey designed to transform beginners into proficient programmers. Starting with installation and configuration on various operating systems, the course covers Ruby’s object-oriented principles, variables, data types, and control structures. Practical exercises simulate real-world coding environments, emphasizing problem-solving and critical thinking. The course highlights the importance of programming in today's tech-driven world and lays a solid foundation for web development with Ruby on Rails. Learners will gain skills in: - String, number, and Boolean manipulation, - Collections like arrays and hashes, - Advanced topics like blocks, procs, lambdas, - Object-oriented programming with classes and modules. By the end, students will be equipped to handle real-world programming challenges confidently. Ideal for novice programmers, intermediate coders, and web developers, the course promises a deep understanding of Ruby and its applications.

Este Programa de Cursos Integrados tem como objetivo apresentar os principais desafios para as lideranças nas organizações contemporâneas a partir da análise do processo de liderança, sua evolução e pressões sobre o líder.A partir desses parâmetros são trabalhados os movimentos teóricos sobre liderança e o aprendizado que podemos extrair de cada um deles para a preparação de pessoas para assumir a posição de liderança ou para ajudar os atuais líderes no seu aprimoramento. Ao final, você será capaz de: - Aprimorar sua atuação como líder; - Transitar melhor na arena política da organização; - Aprimorar a comunicação com a equipe, pares, superiores e parceiros estratégicos; - Desenvolver parcerias; - Gerir sua carreira em posições de liderança e de gerenciamento.

Build practical expertise in logistics management, inventory control, warehousing, and supply chain operations. Learn to optimize inventory, warehouse workflows, transportation strategies, and digital logistics systems for real-world business performance. This Logistics Management & Operations Specialization is designed to help learners develop job-ready skills in inventory planning, EOQ analysis, procurement, warehouse management, WMS operations, logistics information systems, reverse logistics, and global supply chain strategy. Through a practical, outcome-focused learning path, learners will explore how logistics supports efficiency, cost control, customer satisfaction, and competitive advantage. The Specialization combines foundational logistics concepts with modern operational tools such as Excel-based inventory analysis, Warehouse Management Systems, ERP integration, automation, e-commerce logistics, and performance measurement frameworks. Learners will gain the ability to analyze logistics systems, optimize stock levels, improve warehouse execution, evaluate transportation decisions, and apply strategic logistics practices across business environments. By the end of the Specialization, learners will be prepared to contribute effectively to logistics, supply chain, warehouse, procurement, inventory control, and operations roles.

In today’s experience-driven world, luxury hospitality brands must continuously innovate to delight discerning guests and drive brand differentiation. The Luxury Hospitality & Brand Innovation Specialization prepares professionals and entrepreneurs with the essential skills to lead luxury hospitality businesses in this dynamic environment. Designed for hospitality managers, marketing leaders, entrepreneurs, and aspiring luxury brand innovators, this three-course specialization delivers an integrated learning experience. Learners will explore modern hospitality management trends, master digital marketing and brand storytelling, and apply design thinking to service innovation. Key learning areas include:- Evolving guest expectations in the 21st century- Building powerful online brand presence and loyalty- Crafting guest-centric services through innovation and design thinking- Leveraging digital platforms and trends for competitive advantage- Sustainability and ethical practices in luxury hospitality. Prepare for roles such as Hotel Manager, Marketing Manager, Brand Strategist, Hospitality Entrepreneur, and Guest Experience Innovator. No prior experience in marketing or service design is required — just a passion for elevating guest experiences in the luxury hospitality space.

This Specialization aims to take learners with little to no programming experience to being able to create MATLAB programs that solve real-world problems in engineering and the sciences. The focus is on computer programming in general, but the numerous language features that make MATLAB uniquely suited to engineering and scientific computing are also covered in depth. Topics presented range from basic programming concepts in the first course, through more advanced techniques including recursion, program efficiency, Object Oriented Programming, graphical user interfaces in the second course, to data and image analysis, data visualization and machine learning in the third course.

Master MProfit Investor Software to manage portfolios, analyze investments, and make data-driven wealth decisions. Build practical skills in portfolio analytics, equity valuation, risk management, ULIP evaluation, derivatives, and financial planning. This Specialization helps learners develop hands-on expertise in investment portfolio management using practical, software-enabled workflows. Learners will explore equities, mutual funds, bonds, deposits, physical assets, ULIPs, derivatives, and insurance-linked investments while learning how to track transactions, import financial data, generate reports, and evaluate portfolio performance. Across the courses, learners will apply valuation techniques, fund selection methods, risk-return analysis, technical and fundamental analysis, return calculations, realized and unrealized gain interpretation, and hedging strategies. The program also covers financial planning, retirement planning, protection strategies, asset allocation, and long-term wealth management. By completing this Specialization, learners will be able to confidently use MProfit Investor Software to monitor investments, analyze portfolio outcomes, compare investment products, manage risk, and support informed financial decision-making in personal and professional investment environments.

This Specialization from leading researchers at the University of Washington introduces you to the exciting, high-demand field of Machine Learning. Through a series of practical case studies, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, and Information Retrieval. You will learn to analyze large and complex datasets, create systems that adapt and improve over time, and build intelligent applications that can make predictions from data.

This 3-course Specialization from Google Cloud and New York Institute of Finance (NYIF) is for finance professionals, including but not limited to hedge fund traders, analysts, day traders, those involved in investment management or portfolio management, and anyone interested in gaining greater knowledge of how to construct effective trading strategies using Machine Learning (ML) and Python. Alternatively, this program can be for Machine Learning professionals who seek to apply their craft to quantitative trading strategies. By the end of the Specialization, you'll understand how to use the capabilities of Google Cloud to develop and deploy serverless, scalable, deep learning, and reinforcement learning models to create trading strategies that can update and train themselves. As a challenge, you're invited to apply the concepts of Reinforcement Learning to use cases in Trading. This program is intended for those who have an understanding of the foundations of Machine Learning at an intermediate level. To successfully complete the exercises within the program, you should have advanced competency in Python programming and familiarity with pertinent libraries for Machine Learning, such as Scikit-Learn, StatsModels, and Pandas; a solid background in ML and statistics (including regression, classification, and basic statistical concepts) and basic knowledge of financial markets (equities, bonds, derivatives, market structure, and hedging). Experience with SQL is recommended.

O que é aprendizado de máquina e que tipos de problema ele pode resolver? Quais são as cinco fases da conversão de um possível caso de uso de aprendizado de máquina e por que é importante que elas não sejam ignoradas? Por que as redes neurais são tão requisitadas hoje? Como configurar um problema de aprendizado supervisionado, além de encontrar uma solução ótima e generalizável com gradiente descendente e uma boa forma de criar conjuntos de dados? Aprenda a gravar modelos de aprendizado de máquina distribuídos com escalonamento no TensorFlow, faça escalonamento horizontal do treinamento desses modelos e ofereça previsões de alto desempenho. Converta dados brutos em atributos para informar características importantes desses dados ao aprendizado de máquina e ofereça uma percepção humana para dar suporte ao problema. Por fim, aprenda a incorporar a combinação ideal de parâmetros que produz modelos precisos e generalizados, além de conhecer a teoria para resolver tipos específicos de problemas de aprendizado de máquina. Você passará por todas as etapas do aprendizado de máquina, desde a criação de uma estratégia voltada para aprendizado de máquina até o treinamento, a otimização e a produção de modelos em laboratórios práticos com o Google Cloud Platform. >>> Ao se inscrever nesta especialização você concorda com os Termos de Serviço do Qwiklabs conforme estabelecido na seção de perguntas frequentes. Veja os Termos de Serviço aqui: https://qwiklabs.com/terms_of_service <<<

Master financial risk management and investment strategies used by top professionals. Learn VaR, portfolio analysis, and hedge fund evaluation in one course. This course bridges the gap between quantitative risk modeling and real-world investment decision-making, making it ideal for FRM Level II candidates and finance professionals. You will learn how to measure and manage risk using Value at Risk (VaR), Expected Shortfall, and stress testing techniques, and validate models using backtesting and Basel regulatory frameworks. The course also dives into hedge funds, mutual funds, illiquid assets, and alternative investments, helping you understand their structure, risks, and performance drivers. Finally, you will apply portfolio management concepts, including CAPM, multifactor models, and performance evaluation, to make informed investment decisions.

This specialization offers a hands-on journey into identifying and mitigating cyber threats through real-world simulations. Learn to analyze suspicious behavior, detect attack types like SQL injection and DDoS, and apply preventive strategies using hashing and encryption. Secure password flows using SHA-256, simulate block cipher modes like ECB and CBC, and explore their real-world use in protecting sensitive data such as credit card and healthcare information. By the end of this program, you will be able to: - Detect Common Threats: Analyze logs to identify SQL injection or DDoS attacks - Implement Defensive Measures: Apply hashing techniques and secure storage for user credentials - Strengthen Data Security: Simulate encryption using ECB and CBC to protect critical assets - Apply to Real-World Scenarios: Understand how hashing and encryption secure enterprise systems Ideal for aspiring cybersecurity professionals, IT analysts, and tech learners seeking a strong foundation in system security and threat prevention.

Conversational AI has transformed customer engagement, with 45% of support queries now resolved automatically by advanced agents. This Short Course was created to help Software Development professionals accomplish rapid deployment of intelligent virtual assistants using Google's enterprise-grade Dialogflow CX platform. By completing this course, you'll be able to design intent structures that achieve 85%+ match accuracy, diagnose mis-routed utterances through transcript analysis, calculate critical NLU performance KPIs, and build webhook integrations that retrieve live data in under 1 second—capabilities you can deploy to staging tomorrow. By the end of this course, you will be able to: ● Apply intent-classification heuristics to build five new intents that achieve ≥85% training-phrase match accuracy in Dialogflow CX ● Analyze one week of chat logs, isolate three mis-routed utterances, and correct them by refining entities or training phrases ● Evaluate agent quality by exporting fulfillment diagnostics, calculating NLU accuracy, latency, and human-handoff rate, and recommending two optimization actions ● Create a secure webhook (Node.js or Python) that calls an external REST API and returns dynamic data to the user in ≤1 second round-trip (Create) This course is unique because it combines hands-on Dialogflow CX development with diagnostic methodologies for measuring and improving conversational agent performance, bridging the gap between building chatbots and deploying enterprise-grade AI systems that meet production SLAs. To be successful in this project, you should have a background in API integration, basic Python or Node.js programming, and software development practices at CB2 intermediate-level expertise.

This specialization provides a complete, hands-on journey into the Java Spring Framework—covering Inversion of Control (IoC), dependency injection, aspect-oriented programming (AOP), and the MVC architecture. Learners progress from foundational Java concepts to developing full-fledged enterprise-level web applications. Through practical, project-based learning, participants design relational databases, configure Spring components, and build complete shopping cart systems using Spring MVC and Hibernate. By the end, learners will have both theoretical mastery and practical expertise to build, deploy, and maintain scalable web solutions using modern Spring practices.

Master market risk measurement, VaR, and financial models used by top risk professionals. Learn how to apply real-world risk frameworks and excel in FRM II. This course provides a comprehensive, practical approach to market risk measurement and management, covering key concepts such as Value at Risk (VaR), Expected Shortfall, correlation modeling, and hedging strategies. You will explore advanced topics including interest rate models, fixed income valuation, volatility modeling, and option pricing using Black-Scholes and binomial trees. Designed for finance professionals and FRM candidates, this course bridges the gap between theory and real-world application. You will learn how to analyze portfolio risk, implement hedging techniques, and evaluate financial models used in modern risk management. By the end of this course, you will be able to confidently apply market risk frameworks, interpret model outputs, and understand regulatory requirements such as the Internal Model Approach (IMA). Whether you're preparing for the FRM exam or advancing your career in finance, this course equips you with industry-relevant skills.

This Specialization, taught by instructor Kate Silver, is intended for intermediate Photoshop users seeking to develop advanced design and editing skills. Through three hands-on courses, you will explore creative retouching, smart mockups, and vibrant poster effects—preparing you to produce professional-quality visuals for digital design, branding, and creative marketing. Kate Silver is a graphic and shoe designer, Top Teacher on Skillshare, and instructor at the UK’s leading Adobe training center in London. She creates beginner and advanced courses on design software including Adobe Photoshop, Illustrator, InDesign, Canva, and more. With experience designing for brands like Jimmy Choo and Sophia Webster, Kate brings hands-on expertise to her classes, making complex tools simple and accessible. Her lessons focus on clarity, practical projects, and smart shortcuts to help students build real skills with confidence.

Mastering concreting techniques involves a comprehensive understanding of the materials, processes, and best practices necessary for creating durable and high-quality concrete structures. The course provides practical knowledge on concreting techniques which includes testing of materials, Indian Standard code procedures, design of concrete Mix, Handling of concrete at projects, do’s and don’ts for concrete, etc. This course also provides knowledge on Self Compacting Concrete, Pavement Quality Concrete, Fiber reinforced concrete, Dry Lean Concrete and Mass Concrete. The learner will get practical tips on best practices in concrete construction from L&T’s decades of experience in handling hundreds of millions of cubic meters of concrete in its project sites. This course will help the learner acquire application-oriented knowledge in concreting techniques. Target Learners Civil Engineering Students, faculties and working professionals

This Specialization equips learners with the skills to build, integrate, and deploy AI-powered applications and intelligent agents using DeepSeek. Through hands-on projects, learners will explore real-world use cases, automate workflows with tools like n8n and Make.com, and implement advanced techniques such as embeddings, Retrieval-Augmented Generation (RAG), and task-based AI agents. By the end of the program, learners will be able to create scalable, production-ready AI solutions for automation, data processing, and enterprise applications.

This specialization provides a comprehensive pathway to mastering logistics and supply chain management in today’s interconnected markets. Across three industry-relevant courses, you’ll learn to design efficient systems, evaluate global strategies, and apply analytical tools like PESTLE, IRIC, and triad analysis. You’ll explore inventory control, procurement, transportation, risk management, and sustainability to solve real-world supply chain challenges. Designed for professionals, students, and business leaders, this program blends theory with case-based projects to build actionable, data-driven decision-making skills.

This specialization covers operating system concepts and enterprise system administration capabilities of IBM Power servers. You'll learn all the concepts and technologies through hands-on access to an IBM AIX virtual machine. This lab environment is truly one of a kind. We hope that you will enjoy this experience.

This Power BI specialization is suitable for individuals who are new to the field, as well as business analysts, database administrators, BI developers, IT professionals, data analysts, data engineers, and data scientists. This program is designed to help you enhance your abilities in designing databases, managing and transforming data, utilizing DAX, creating reports, publishing dashboards, generating and observing AI insights, applying machine learning, building analytic applications, analyzing AI-generated reports, and managing data sources, all through our carefully curated 5-course structure. You will learn to preprocess and analyze data, create insightful reports and dashboards, and perform AI analytics using image and text data. This Power BI specialization equips you with the necessary skill set for efficient data management and powerful visual storytelling.

This Specialization equips learners with the skills to use generative AI to work more efficiently with productivity tools like Microsoft Excel, PowerPoint, Word, and similar software from other vendors. It covers everything from selecting the right genAI tools for the job, generating useful text and images, crafting optimal prompts, and solving difficult problems related to spreadsheets, presentations, and documents. Whether you work in business, non-profit, or government, this expertise enables professionals to work more effectively in their productivity apps.

This specialization explores the technologies transforming modern football, from advanced data analysis and machine learning to AI-powered scouting and next-generation performance systems. Across four applied courses, learners will trace the evolution of football analytics, build essential statistical and technical foundations, examine real-world tactical and scouting case studies, and discover the emerging innovations that will shape how teams train, recruit, and compete in the future. The curriculum integrates event data, tracking data, live data, and machine-learning techniques with cutting-edge tools such as Large Language Models, computer vision, web scraping, contextual load monitoring, and automated tactical recognition. Through examples from elite football and pioneering research, learners will understand how AI is reshaping decision-making across performance analysis, talent ID, recruitment, coaching, strategy, and club operations. Developed for analysts, coaches, scouts, and professionals seeking to future-proof their skills, the specialization emphasizes practical implementation. Across each module, learners apply concepts to match situations, evaluate data workflows, and experiment with emerging technologies. By completing the program, they will gain a forward-looking, industry-ready understanding of how technology, automation, and intelligent systems will redefine performance and competitive advantage in football.

Medical Office Procedures and Administration Fundamentals is designed to provide students with a solid foundation in the essential administrative tasks required for smooth operation in a medical office. Topics include patient scheduling, medical billing and coding, managing patient records, and understanding the role of healthcare regulations, such as HIPAA, in maintaining confidentiality and compliance. By the end of the course, students will have developed the practical skills and knowledge to effectively manage daily office operations, coordinate patient care, and support healthcare providers in a variety of medical settings.

This specialization is intended for anybody that is interested in developing skills in medical language or preparing for further studies in the medical field. Learners will be able to identify common prefixes, suffixes, roots and abbreviations so they can recognize most medical terms used by medical professionals. Learners will also have an understanding of the structure of an electronic health record and extract vital information from it. Moreover, learners will gain basic knowledge of the anatomy and diagnoses related to all 10 main organ systems.

Whether a complete beginner or looking to enhance your existing skills, the Meta Web Developer Fundamentals program is designed to equip aspiring developers with essential skills to enter the field of software and web development. Starting with the basics, the program will cover the core technologies that power the internet. Learn how to create attractive and responsive web pages using HTML and CSS, and harness the power of modern UI frameworks like Bootstrap. As the program progresses, it will teach the intricacies of front-end development as well as how to create user-friendly interfaces that work seamlessly across various devices. This program goes beyond writing html and css. It will also explain the fundamentals of Python programming, database management, and how to build robust web applications using the Django framework. Gain hands-on experience with SQL, understand the principles of data storage and retrieval, and learn how to design and implement efficient database systems. Throughout the program, learners will also develop crucial skills in version control using Git, collaborate effectively with other developers, and learn best practices in software development workflows. By the end of this program, learners will have a well-rounded skill set covering both front-end and back-end technologies, positioning you for success in the competitive world of web development.

Esta especialización le proporcionará herramientas y técnicas para implementar metodologías activas, abarcando desde el aprendizaje basado en proyectos hasta el aula invertida. Al completar estos ocho cursos, usted aprenderá a diseñar y aplicar estrategias innovadoras que fomenten la participación activa y el pensamiento crítico en sus estudiantes, mejorando su rendimiento y motivación.

AI is reshaping how organizations approach sales, customer engagement, and relationship management. This specialization helps you build practical sales skills while learning how to use AI tools to improve communication, prospecting, presentations, customer success, and strategic decision-making. You’ll begin with foundational sales principles and explore how AI tools such as Microsoft Copilot can support lead generation, customer communication, workflow efficiency, and personalized sales engagement. As you progress, you’ll develop skills in AI-enhanced prospecting, CRM integration, sales presentations, strategic engagement preparation, proposal development, and customer retention strategies. Throughout the specialization, you’ll use Microsoft business applications including Dynamics 365, Power BI, Excel, Word, Teams, and PowerPoint alongside Copilot to create AI-assisted sales workflows that balance automation with authentic relationship-building. By the end of the specialization, you’ll understand how to combine traditional sales expertise with AI-enhanced tools and workflows to support modern customer relationship management and sales operations. Who this program is for: This specialization is designed for aspiring sales professionals, customer relationship managers, business development professionals, and anyone interested in using AI tools to improve customer engagement and sales effectiveness.

AI is reshaping how organizations approach sales, customer engagement, and relationship management. This specialization helps you build practical sales skills while learning how to use AI tools to improve communication, prospecting, presentations, customer success, and strategic decision-making. You’ll begin with foundational sales principles and explore how AI tools such as Microsoft Copilot can support lead generation, customer communication, workflow efficiency, and personalized sales engagement. As you progress, you’ll develop skills in AI-enhanced prospecting, CRM integration, sales presentations, strategic engagement preparation, proposal development, and customer retention strategies. Throughout the specialization, you’ll use Microsoft business applications including Dynamics 365, Power BI, Excel, Word, Teams, and PowerPoint alongside Copilot to create AI-assisted sales workflows that balance automation with authentic relationship-building. By the end of the specialization, you’ll understand how to combine traditional sales expertise with AI-enhanced tools and workflows to support modern customer relationship management and sales operations. Who this program is for: This specialization is designed for aspiring sales professionals, customer relationship managers, business development professionals, and anyone interested in using AI tools to improve customer engagement and sales effectiveness.

Microsoft Advanced Analytics Techniques with Generative AI helps you build modern analytics skills by combining proven data methods with emerging AI tools. You’ll strengthen your ability to analyze structured and unstructured data, automate workflows, create forecasts, and support strategic decisions using practical techniques employers value. Across five courses, you’ll work with R, GitHub Copilot, Power BI, Excel, Azure Blob Storage, APIs, and reporting tools to solve realistic business problems. You’ll move from statistical testing and regression analysis to time-series forecasting, scenario planning, anomaly detection, and automated coding workflows. You’ll learn how to improve efficiency with generative AI while maintaining analytical judgment. The program emphasizes using AI responsibly to generate code, streamline documentation, accelerate data cleaning, and uncover insights faster. By the end of the specialization, you’ll be able to build predictive models, automate repetitive tasks, create dynamic reports, evaluate risks, and communicate findings clearly to stakeholders. This specialization is designed for analysts, technical professionals, and experienced learners who want to modernize their skills with AI-enhanced analytics. Prior experience with data analysis, spreadsheets, or basic programming is recommended.

Azure cloud administration skills are essential for organizations managing modern cloud infrastructure. This specialization helps learners build practical experience with Microsoft Azure services, cloud networking, security, monitoring, and resource management. Learners begin with cloud computing fundamentals and core Azure services before progressing into Azure compute, virtual networking, identity management, monitoring, and governance. Throughout the program, learners work with tools and services used in real cloud administration environments, including Azure Virtual Machines, Azure Kubernetes Service (AKS), Azure Monitor, Azure CLI, Microsoft Entra ID, Azure Policy, Azure Resource Manager (ARM) templates, and Azure PowerShell. By the end of the specialization, learners will be able to configure Azure resources, manage cloud infrastructure, implement identity and access controls, monitor applications and systems, and apply security and governance best practices in Azure environments. This program is designed for aspiring cloud administrators, IT support professionals, systems administrators, and learners preparing to work with Microsoft Azure technologies.

Learners who complete this program will receive a 50% discount voucher to take the AZ-900 Certification Exam. Cloud computing is rapidly expanding into all areas of businesses, creating new and exciting career opportunities. These opportunities cover a broad range of roles, from developers and architects to security professionals and data scientists. This program will give you the fundamental knowledge, skills, and confidence to begin your Microsoft Azure certification journey. This Microsoft Azure Fundamentals AZ-900 Exam Prep Specialization consists of four courses that will act as a bedrock of fundamental knowledge to prepare you for the AZ-900 certification exam and for a career in the cloud. This program will provide foundational level knowledge on Microsoft Azure concepts, including core Microsoft Azure services, core solutions and management tools, general security and network security, governance, privacy, and compliance features. This program is ideal for IT personnel just beginning to work with Microsoft Azure or anyone wanting to learn about it. This Specialization will prepare you to take the AZ-900: Microsoft Azure Fundamentals exam. Upon completion of the Specialization, you will be offered a discount to the Microsoft Azure Fundamentals Certification Exam to be redeemed at Pearson VUE, Microsoft's proctor exam site. Limited discount vouchers are available on first-come-first-serve basis. Coursera and Microsoft may end the offer at any time.

This four-course Specialization provides a practical, end-to-end introduction to Microsoft Azure, spanning core infrastructure, data analytics, and applied artificial intelligence. Learners progress from configuring secure Azure environments and virtual networks, to processing and analyzing data with modern analytics tools, and finally to building, training, and deploying machine learning models using Azure Machine Learning and Cognitive Services. The curriculum emphasizes hands-on implementation and standardized industry practices, including Microsoft’s Team Data Science Process, preparing learners to make informed technical decisions and deliver resilient, scalable cloud solutions aligned to real organizational needs.

This Specialization delivers a comprehensive path for mastering Microsoft Azure across core domains—AI, data engineering, cloud architecture, application development, and platform migration. Learners will gain hands-on experience with tools such as Azure Machine Learning, Cognitive Services, App Services, Data Factory, and PaaS environments. With skill-building modules aligned to Microsoft certifications (e.g., DP-100, DP-300, DP-900, AI-900), this program prepares professionals to design intelligent, scalable, and secure solutions across diverse cloud scenarios.

This specialization introduces learners to the core tools and techniques used by data analysts to collect, analyze, and visualize data. Using Microsoft technologies such as SQL Server, Excel, and Power BI, learners will build practical skills for working with structured data and generating actionable insights. The program begins with SQL fundamentals, where learners will understand relational databases and write queries to retrieve and filter data. Learners will then build spreadsheet-based analytical skills using Excel for data organization, analysis, and reporting. Finally, the program introduces Power BI to create interactive dashboards and visualizations that communicate insights effectively. Throughout the specialization, learners will work with real-world datasets and hands-on exercises that reinforce analytical thinking and problem-solving. By the end of the program, learners will be able to transform raw data into meaningful visual reports and dashboards that support data-driven decision making.

This specialization takes learners on a complete journey from mastering the fundamentals of Microsoft Excel to applying advanced analytical techniques and building interactive dashboards. You will begin by developing confidence with formulas, functions, and core operations before advancing to PivotTables, advanced charting, and automation with macros. Designed for professionals, analysts, and business learners, this program equips you with industry-relevant Excel skills to manage data efficiently, analyze large datasets, and communicate insights with clarity.

Cybersecurity, networking, and cloud computing are essential parts of today’s digital infrastructure. This specialization helps you build foundational skills across these interconnected fields while developing practical knowledge used in modern enterprise environments. You’ll begin by learning how computers, operating systems, and enterprise systems function, along with the security risks organizations face every day. As you progress, you’ll explore networking concepts, IP addressing, cloud computing models, virtualization, authentication methods, and cybersecurity threat mitigation strategies. Through hands-on assessments and applied learning activities, you’ll gain experience identifying threat vectors, understanding network communication, applying security controls, and exploring cloud technologies including Microsoft Azure. By the end of this specialization, you’ll understand how enterprise systems, networks, cloud services, and cybersecurity practices work together to support secure business operations. These skills can support entry-level pathways in IT support, cybersecurity support, networking, and cloud operations roles. Who this program is for: This specialization is designed for learners interested in cybersecurity, networking, cloud computing, or IT support careers. It is also suitable for professionals seeking foundational technical knowledge in enterprise systems and security practices.

Build foundational IT support skills with Microsoft as you learn how computer systems, networks, security, cloud services, and data protection work in modern business environments. This beginner-level Professional Certificate is designed for learners who want to start a career in IT support, including recent graduates, career changers, and anyone interested in technology. Across three courses, you’ll explore computer hardware, operating systems, business software, secure networking, cloud computing, software and hardware configuration, and data backup strategies. You’ll learn how CPUs, memory, storage, and operating systems work together. You’ll also study networking concepts such as TCP/IP, OSI models, IP addressing, protocols, firewalls, authentication, and authorization. The program also introduces Microsoft-aligned concepts, including Microsoft 365 fundamentals and Azure basics. You’ll gain practical knowledge of secure software setup, hardware protection, data storage, compression, backup, and recovery. By the end, you’ll understand key IT concepts that support roles such as IT Support Specialist, Help Desk Technician, Technical Support Specialist, and Junior Systems Support Specialist. No prior IT experience is required.

Build practical back-end development skills with .NET and learn how to create secure, scalable, and high-performing APIs for modern applications. This Professional Certificate helps you understand the complete API development lifecycle—from building APIs with ASP.NET Core to implementing authentication, improving performance, and scaling applications for real-world use cases. You’ll start by learning .NET architecture, C# fundamentals, API routing, dependency injection, middleware, serialization, and OpenAPI integration. As you progress, you’ll develop skills in authentication and authorization using ASP.NET Identity, JSON Web Tokens (JWT), role-based access control, encryption, and secure data handling practices. The program also introduces performance optimization concepts including caching strategies, database query optimization, distributed systems, load balancing, and scalable application architecture. Throughout the certificate, you’ll use Microsoft Copilot to accelerate coding, debugging, optimization, and secure development workflows. By the end of the program, you’ll be able to develop and secure APIs, optimize application performance, implement scalable architectures, and apply modern development practices used by back-end engineers. This program is designed for aspiring back-end developers, software engineers, and learners interested in API development and application security. No prior programming experience is required.

Build practical back-end development skills with .NET and learn how to create secure, scalable, and high-performing APIs for modern applications. This Professional Certificate helps you understand the complete API development lifecycle—from building APIs with ASP.NET Core to implementing authentication, improving performance, and scaling applications for real-world use cases. You’ll start by learning .NET architecture, C# fundamentals, API routing, dependency injection, middleware, serialization, and OpenAPI integration. As you progress, you’ll develop skills in authentication and authorization using ASP.NET Identity, JSON Web Tokens (JWT), role-based access control, encryption, and secure data handling practices. The program also introduces performance optimization concepts including caching strategies, database query optimization, distributed systems, load balancing, and scalable application architecture. Throughout the certificate, you’ll use Microsoft Copilot to accelerate coding, debugging, optimization, and secure development workflows. By the end of the program, you’ll be able to develop and secure APIs, optimize application performance, implement scalable architectures, and apply modern development practices used by back-end engineers. This program is designed for aspiring back-end developers, software engineers, and learners interested in API development and application security. No prior programming experience is required.

In diesem Kurs lernen Sie, wie Sie mit Flutter, dem portierbaren Benutzeroberflächen-Toolkit von Google, eine App entwickeln und diese in Gemini, die Reihe generativer KI-Modelle von Google, einbinden. Außerdem nutzen Sie Vertex AI Agent Builder, die Plattform von Google zum Erstellen und Verwalten von KI-Agents und ‑Anwendungen.

The Modern Data Strategy for Enterprise Generative AI program offers a comprehensive journey along three courses—Data Frameworks for Gen AI, Advanced Data Techniques for Enterprise AI Systems, and Data Lineage & Ethical Frameworks for Responsible AI. This specialized program is designed to equip professionals with the right skills and knowledge with respect to modern data strategies, security and governance, and scalable AI systems. Learners will explore structured and unstructured data, metadata tagging, vector databases, unified data architectures, and responsible AI governance through hands-on labs, case studies, and expert-led sessions. With industry expert David Drummond leading the curriculum, the program manages real-world applications and enterprise needs.

Master modern financial markets, fintech, and risk management for FRM II success. Learn how real-world financial systems evolve with technology, liquidity, and global risks. This course provides a structured and practical understanding of current issues in financial markets, focusing on fintech, blockchain, big data, liquidity risk, repo markets, and global banking dynamics. Designed for FRM Part II candidates and finance professionals, it bridges the gap between theoretical concepts and real-world applications. You will explore how digital transformation is reshaping financial services, analyze liquidity crises and funding markets, and understand the impact of global USD shortages. The course also covers machine learning applications in finance, exchange rate mechanisms, interest rate parity, and asset-liability management strategies. By the end of this course, learners will be able to confidently interpret complex financial systems, evaluate risk exposures, and apply advanced financial concepts in both exam and professional settings.

This Specialization equips learners with the essential skills to design, build, and optimize professional websites using HTML5, CSS, JavaScript, and Bootstrap. Starting from HTML5 fundamentals and semantic structures, learners will progress to advanced features like APIs, multimedia, responsive layouts, and real-world project development. With hands-on practice in building landing pages, restaurant websites, and responsive designs, learners will gain job-ready expertise to create user-friendly, accessible, and mobile-optimized websites. Whether starting a career in web development or refreshing existing skills, this program prepares learners to meet the demands of today’s digital landscape.

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 will start by exploring the basics of JavaScript, from variables, data types, and methods, to advanced concepts like asynchronous programming and Object-Oriented Programming (OOP). You will learn how to structure JavaScript projects, utilize modern tooling like Webpack, and work with APIs to create real-world applications. By the end of this course, you will have a deep understanding of JavaScript, ready to develop web apps with dynamic and interactive features. Through hands-on projects, you will apply what you’ve learned to solve practical problems like creating a shopping list app, a movie application, and a personalized tracker. These projects will reinforce your knowledge and allow you to build a robust portfolio of real-world JavaScript applications. This course is designed for beginners, with no prior experience required, although familiarity with basic programming concepts will help. As you progress, you’ll gradually tackle more advanced topics, making this a comprehensive introduction to modern JavaScript development.

This specialization equips learners with practical financial skills to manage money confidently and intentionally. You’ll start by building a strong foundation in budgeting, saving, and credit management. Next, you’ll explore investing strategies, risk-return trade-offs, and diversification principles. Finally, you’ll examine the science of happiness and financial well-being, creating a personalized plan that connects financial decisions to what matters most.

This comprehensive Multichannel Marketing Specialization equips you with the essential skills to excel in various facets of digital marketing, from social media and email marketing to mobile app optimization and content strategy. Through six in-depth modules, you'll learn to attract and engage customers, drive business growth, and adapt to the evolving digital landscape. By the end of this program, you will be able to: Understand Behavioral Marketing and Digital Strategies: Master the fundamentals of behavioral marketing, including customer lifecycle management and the RACE framework, to build robust digital strategies that drive growth. Excel in Email Marketing: Develop, design, and optimize email campaigns using tools like Mailchimp, focusing on audience management, automation, and A/B testing for maximum engagement and business impact. Master Mobile App Marketing and Monetization: Optimize your app for success through App Store Optimization (ASO), advanced promotion strategies, and effective CRM management to boost downloads and revenue. Develop Effective Content Strategies: Create and refine content strategies that enhance brand visibility and engagement, leveraging paid ads, content calendars, and content structure optimization to improve SEO and audience interaction. Guided by industry experts, you'll engage in hands-on activities and real-world examples, preparing you for success in entry-level digital marketing roles and beyond.

This Specialization will give you the knowledge and tools you need to record and produce professional sounding music. You will begin by developing your identity, vision, and intention as an artist and producer. Next, you will learn the technical aspects of music production, including how sound is translated into audio signals, recording techniques, and effects such as reverb, delay, and compression. You will also learn how to use the industry standard Digital Audio Workstation, Pro Tools, to create professional recordings. Finally, you will apply the knowledge and tools you gained in a culminating 4-week Capstone where you will complete a project beginning at the pre-production stage through the recording, mixing, and mastering stages.

This course covers the application-layer protocols and services that run on top of TCP/IP and the security mechanisms that protect them. Covering approximately 4 hours and 19 minutes of expert instruction across network services, application protocols, and TCP/IP security, learners develop the skills to configure and secure the services that users depend on daily. Learners benefit by understanding DNS, DHCP, NTP, email protocols, web services, file transfer protocols, and how to secure network communications using firewalls, access control lists, and secure protocol alternatives. online labs reinforce service configuration and security implementation tasks. By the end of this course, learners will be able to configure common network services, implement TCP/IP security controls, and explain how application-layer protocols operate in enterprise networks.

This course launches with the foundational networking concepts and physical layer technologies that underpin all network communications. Covering approximately 4 hours of expert instruction across networking fundamentals, the OSI and TCP/IP models, cabling standards, Ethernet, and structured cabling, learners build the conceptual and physical foundation for all subsequent networking studies. Learners benefit by understanding how data flows through networks, how physical media and connectors are selected and installed, and how to troubleshoot cabling problems. online labs reinforce physical installation and cable identification tasks. By the end of this course, learners will be able to describe network models, identify and install network media, and apply structured cabling standards to real-world installations.

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. Build a production-ready eCommerce platform using Next.js, PostgreSQL, and Prisma. You'll gain real-world skills by working through a full-stack project that includes user authentication, product management, payment integration, and admin dashboards. Starting with project setup and layout creation, you'll implement components using ShadCN UI, integrate database operations via Prisma, and create dynamic product displays. You'll then secure the application with NextAuth, implement a shopping cart, and develop a responsive checkout process. Advanced modules cover order processing, Stripe and PayPal payments, user profiles, and admin controls for managing products, users, and analytics. You'll also build a powerful search experience, rating system, and email notification flow. This course is ideal for web developers familiar with JavaScript and React who want to master full-stack development with Next.js. A basic understanding of RESTful APIs and relational databases is recommended.

Nurses and interprofessional healthcare clinicians and educators will learn principles of informatics leadership in clinical and academic settings, and apply their learning to real world scenarios in practice and training/education environments. Learners will understand the history and development of nursing informatics leadership to appreciate today’s leadership challenges, gain self-knowledge of one’s own nursing informatics leadership skills to influence the future of the nursing informatics specialty, describe principles of nursing informatics leadership and their applications in diverse settings to gain appreciation of tailoring leadership skills to optimize outcomes, and apply nursing informatics leadership skills in interprofessional teams to understand stakeholder perspectives and opportunities to promote collaboration and achieve mutual goals.

This specialization is for educators seeking to improve and expand their repertoire of online teaching skills related to the design, development and delivery of effective and engaging online courses and lessons for school age and adult learners. Learning in the 21st century no longer takes place exclusively between the four walls of a physical classroom. With advances in technology, learners now expect to be offered flexible study modes outside of the traditional face-to-face model. This specialization explores the foundational skills required to design, develop and deliver an effective and engaging online course or lesson – a vital capability for any modern-day educator. This specialization is for anyone who is responsible for designing and/or delivering online learning experiences, as well as educators and teachers who are familiar with face-to-face learning and teaching and are now adapting to online environments. This Specialization was created by Macquarie School of Education. Macquarie University is ranked in the Top 200 or 1% of universities globally: #192 in the Times Higher Education, 2022 #200 in the QS World University Rankings, 2022 In the Times Higher Education Subject Ranking “Education”, Macquarie University is globally ranked: #69 in the Times Higher Education, 2021 #78 in the QS World University Rankings, 2021

Want to turn clicks into customers with the strategies top brands use to dominate digital ads, social media, and e-commerce? This program equips aspiring digital marketers, entrepreneurs, small business owners, social media enthusiasts, and online sellers with the skills to drive growth across key marketing channels: social media, digital advertising, and e-commerce with email campaigns. During the program, you'll learn to build brand presence and engagement on platforms like Instagram, Facebook, LinkedIn, X, TikTok, and YouTube through strategic content creation, community management, and performance analytics. You’ll plan and optimize data-driven digital advertising campaigns across search engines and social media using audience targeting, bidding strategies, and emerging tools. Plus, you'll develop and manage effective e-commerce and email marketing strategies to increase customer acquisition, maximize conversions, and boost customer lifetime value. Throughout the program, you’ll work on practical labs and projects and gain experience with industry tools like Canva, Invideo, Google Analytics, Google AdWords, Facebook Ads Manager, Shopify, and Zoho Campaigns. If you want hands-on experience and build career-fueling skills in social media, digital advertising, and email campaigns in just a few weeks, enroll today! No prior experience required.

Master operational risk, capital frameworks, and resilience in modern banking. Prepare for FRM Part 2 with real-world risk management applications. This course provides a comprehensive understanding of operational risk management, enterprise risk frameworks (ERM), and financial resilience in the banking sector. You will explore key concepts such as risk appetite frameworks, capital adequacy, stress testing, and regulatory requirements under Basel standards. Designed for aspiring risk professionals and FRM candidates, the course bridges theory with practical application. You will learn how to evaluate risk exposure, apply quantitative risk measures like VaR and RAROC, and understand model risk management and validation. The course also emphasizes operational resilience, cyber risk, and financial system stability—critical areas in today’s regulatory environment. By the end, learners will be equipped to analyze, manage, and mitigate risks effectively in real-world financial institutions.

Transform your accounting operations from reactive to strategic. This course empowers accounting professionals to become process improvement champions who drive efficiency and cost savings. This Short Course was created to help accounting professionals accomplish systematic workflow optimization and measurable efficiency gains in their daily operations. By completing this course, you'll be able to document current processes using visual flowcharts, identify specific bottlenecks and inefficiencies, implement practical improvements, and measure tangible time savings that you can report to management. By the end of this course, you will be able to: Interpret a business process to identify operational inefficiencies Apply a low-cost process change and measure its time-saving impact on a standardized task This course is unique because it combines practical process mapping techniques with measurable improvement strategies specifically designed for accounting workflows, giving you both the analytical tools and implementation skills to drive real change in your organization. To be successful in this course, you should have basic accounting knowledge and familiarity with standard business workflows.

The Oracle SQL 21c Specialization equips learners with practical skills to design, query, and manage relational databases using Oracle SQL Developer. Through case-study-driven courses, participants will progress from foundational database creation to advanced SQL functions, joins, and analytic queries. Learners will also gain hands-on experience with indexing, performance optimization, and real-world data analysis. By the end of this program, participants will have the confidence to transform raw data into actionable business insights—skills highly valued in data analysis, business intelligence, and application development roles.

By the end of this course, learners will be able to evaluate organizational structures, design efficient workflows, manage change effectively, and foster a positive organizational culture that drives employee engagement. Learners will develop practical strategies to improve communication, decision-making, and productivity while navigating real-world organizational challenges. This course equips learners with essential skills to analyze how different organizational structures—such as functional, divisional, and matrix—impact efficiency, collaboration, and performance. Learners will gain hands-on experience identifying workflow bottlenecks and redesigning processes to streamline operations and improve clarity. Through focused exploration of change management principles, learners will learn how to plan, implement, and sustain change while addressing resistance and common implementation challenges. What makes this course unique is its integrated, applied approach. Rather than examining organizational design, workflows, change, and culture in isolation, the course connects these elements to show how they work together to shape organizational success. Learners will also explore strategies for building a positive culture and increasing employee engagement, enabling them to create workplaces that are both high-performing and people-centered. This course is ideal for aspiring managers, HR professionals, and organizational leaders seeking practical, transferable skills.

Palliative Care Always is a specialization for health care practitioners, patients and caregivers. We’ve designed this specialization to demonstrate how palliative medicine integrates with patient care, and to help you develop primary palliative care skills. Over the next five courses, you will develop skills in symptom management, goals of care and effective communication to improve the quality of life for patients and families suffering with serious illness. Our hope is that you feel increasingly equipped to support the diverse needs of your patients and your own needs. Accreditation Stanford Medicine is jointly accredited by the Accreditation Council for Continuing Medical Education (ACCME), the Accreditation Council for Pharmacy Education (ACPE), and the American Nurses Credentialing Center (ANCC), to provide continuing education for the healthcare team. View the full CME accreditation information on the individual course FAQ page.