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  • Technology
    All levels

    Data Management and Database Design Part 1

    In the Data Management and Database Design Part 1 course, you will gain an essential foundation in database theory and skills, exploring fundamental concepts and basic database structures. You will acquire valuable knowledge and skills in understanding, querying, and working with core database systems, with an emphasis on both relational and NoSQL database fundamentals.

    840 min
    View details: Data Management and Database Design Part 1
  • Technology
    Advanced

    Dynamic Programming, Greedy Algorithms

    This course covers basic algorithm design techniques such as divide and conquer, dynamic programming, and greedy algorithms. It concludes with a brief introduction to intractability (NP-completeness) and using linear/integer programming solvers for solving optimization problems. We will also cover some advanced topics in data structures. This course can be taken for academic credit as part of CU Boulder’s MS in Data Science or MS in Computer Science degrees offered on the Coursera platform. These fully accredited graduate degrees offer targeted courses, short 8-week sessions, and pay-as-you-go tuition. Admission is based on performance in three preliminary courses, not academic history. CU degrees on Coursera are ideal for recent graduates or working professionals. Learn more: MS in Data Science: https://www.coursera.org/degrees/master-of-science-data-science-boulder MS in Computer Science: https://coursera.org/degrees/ms-computer-science-boulder

    View details: Dynamic Programming, Greedy Algorithms
  • Engineering
    All levels

    工程資訊管理 BIM 應用

    這門課是「CAD/BIM技術與應用」專項課程的第七門課,屬於BIM系列課程:「工程資訊管理BIM基礎」、「工程資訊管理BIM塑模」及「工程資訊管理BIM應用」的第三門課。 修習這門課之前,應具備BIM的基礎知識與BIM塑模的技能。「CAD/BIM技術與應用」專項課程的「工程資訊管理BIM基礎」、「工程資訊管理BIM塑模」課程,可提供修習這門課前所需具備的相關知識與技能。 BIM技術目前熾手可熱,廣泛的被應用在整個建築生命週期中。這門課將介紹兩項工程基礎實務的BIM應用:「工程數量估算」與「工程進度排程」。課程中會說明「工程數量估算」與「工程進度排程」的目的,並比較導入BIM技術前後,對工程數量估算與工程進度排程的影響。實作方面,學習者將會操作我們精心準備的案例,應用所學的BIM技術,估算工程數量與建立工程排程的模擬。在運用BIM技術於案例的過程中,將可深深地體驗到BIM應用的潛力。 想了解BIM在工程上的應用嗎?這門課適合具備BIM基礎能力,並想延伸應用BIM技術的人。完成此課程後,你將具備應用BIM技術於「工程數量估算」與「工程進度排程」的能力,並能據以協助實際工程專案的管理。

    View details: 工程資訊管理 BIM 應用
  • Technology
    Beginner

    Introduction to Linear Regression Training

    This foundational course on linear regression equips you with the essential knowledge and hands-on skills to build predictive models. Begin with core ML concepts and algorithms, then progress to simple and multiple linear regression techniques. Learn how regression is applied in real-world scenarios, including a detailed profit estimation case study, to strengthen both theory and practice for data-driven decision-making. No prior machine learning knowledge is required. By the end of this course, you will be able to: - Grasp ML Basics: Understand core machine learning concepts and algorithms - Master Regression: Differentiate between simple and multiple linear regression - Apply Techniques: Use regression models to solve real-world business problems - Interpret Insights: Analyze regression outcomes and extract actionable predictions - Build Confidence: Strengthen both theoretical knowledge and practical application Ideal for professionals seeking to develop strong foundations in machine learning and predictive analytics.

    View details: Introduction to Linear Regression Training
  • Technology
    Intermediate

    Data Structures

    A good algorithm usually comes together with a set of good data structures that allow the algorithm to manipulate the data efficiently. In this online course, we consider the common data structures that are used in various computational problems. You will learn how these data structures are implemented in different programming languages and will practice implementing them in our programming assignments. This will help you to understand what is going on inside a particular built-in implementation of a data structure and what to expect from it. You will also learn typical use cases for these data structures. A few examples of questions that we are going to cover in this class are the following: 1. What is a good strategy of resizing a dynamic array? 2. How priority queues are implemented in C++, Java, and Python? 3. How to implement a hash table so that the amortized running time of all operations is O(1) on average? 4. What are good strategies to keep a binary tree balanced? You will also learn how services like Dropbox manage to upload some large files instantly and to save a lot of storage space!

    1800 min
    View details: Data Structures
  • Technology
    Intermediate

    Set up AWS Billing Alerts using AWS Budgets

    In this 1-hour long project-based course, you will learn how to how to Set up AWS billing alerts using AWS budgets via the AWS console. AWS Budgets gives you the ability to set custom budgets that alert you when your costs or usage exceed (or are forecasted to exceed) your budgeted amount. You can also use AWS Budgets to set reservation utilization or coverage targets and receive alerts when your metrics drop below the threshold you define. By completing the steps in this guided project, you will successfully learn how to set up AWS billing alerts using AWS budgets via AWS management console within the AWS Free Tier. Note: This course works best for learners who are based in the North American region. We’re currently working on providing the same experience in other regions.

    60 min
    View details: Set up AWS Billing Alerts using AWS Budgets
  • Business
    Beginner

    Intelligence Tools for the Digital Age

    Digital technologies are changing business, government and society worldwide. Clearly, they’re opening up new risks and opportunities for every sector of the world economy. Such “futurology” may offer you the big picture, but what does a digital world mean for you, personally? Will you be ready for an automated, AI-assisted, big-data-driven employment future? This course provides you an answer to these questions, and it does so from a unique perspective: by introducing you to the world of intelligence analysis. First, this course explains some of the skills that will command a premium in the digital age, and why. Then, it offers you mental models and practical frameworks developed by the US intelligence community to give you a cognitive edge understanding the digital world. This edge is not about spying or secrets. It’s about better thinking. This analytic toolkit has nothing to do with tired, static MBA-style strategy frameworks. Instead, these tools to help you come to grips with the volatility, uncertainty, ambiguity and deception of the digital age. Ultimately, this course makes the case that as the world becomes more digital, your future success depends most of all on asking better questions of both yourself and others. Therefore, it teaches you how to adopt an intelligence analyst’s question-asking mindset. In short, take this course to acquire a sustainable business advantage through clearer, more structured thinking.

    View details: Intelligence Tools for the Digital Age
  • Business
    Beginner

    Coordinate Email Assets

    Master the art of seamless email campaign coordination! This Short Course was created to help marketing professionals accomplish systematic asset management and workflow optimization for email campaigns. By completing this course, you'll transform chaotic campaign execution into streamlined, professional processes that enhance team collaboration and campaign effectiveness. By the end of this course, you will be able to: Coordinate asset collection, effectively onboarding design, writing, and deployment timelines for seamless execution Post-campaign completion, compare initial objectives with outcomes to determine campaign success factors This course is unique because it bridges tactical asset management with strategic performance analysis, providing both operational efficiency and analytical insights essential for email marketing success. To be successful in this project, you should have a background in basic email marketing concepts and familiarity with project management tools.

    120 min
    View details: Coordinate Email Assets
  • Technology
    Beginner

    Introduction to Generative AI - Français

    Ce cours de micro-apprentissage, qui s'adresse aux débutants, explique ce qu'est l'IA générative, décrit à quoi elle sert et souligne ce qui la distingue des méthodes de machine learning traditionnel. Il présente aussi les outils Google qui vous aideront à développer votre propre application d'IA générative.

    420 min
    View details: Introduction to Generative AI - Français
  • Technology
    Intermediate

    Building R Packages

    Writing good code for data science is only part of the job. In order to maximizing the usefulness and reusability of data science software, code must be organized and distributed in a manner that adheres to community-based standards and provides a good user experience. This course covers the primary means by which R software is organized and distributed to others. We cover R package development, writing good documentation and vignettes, writing robust software, cross-platform development, continuous integration tools, and distributing packages via CRAN and GitHub. Learners will produce R packages that satisfy the criteria for submission to CRAN.

    View details: Building R Packages
  • Business
    Beginner

    New Map for Product Managers: Superpower Grand Strategies

    Master the strategic frameworks needed to navigate today's rapidly shifting global economic landscape. In this executive-focused course, you'll develop actionable insights into how three converging forces—climate change, demographic aging, and the rise of the global middle class—are fundamentally transforming international markets and creating unprecedented strategic challenges and opportunities. Leveraging cutting-edge research and practical case studies, you'll learn to anticipate how shifting North-South dynamics reshape markets, identify emerging competitive advantages, and develop resilient business strategies for an increasingly complex global environment.

    600 min
    View details: New Map for Product Managers: Superpower Grand Strategies
  • General
    Beginner

    大學之理念 (The Idea of a University)

    本課程旨在探討現代大學之起源、發展及其當前問題,分析當前大學社群之內部問題,以及大學社群與非學術社群(如政治、經濟、社會部門等)之互動關係,並探討21世紀全球化時代大學的新挑戰與大學教育的新課題。

    View details: 大學之理念 (The Idea of a University)