Cursos de University of Colorado Boulder

O projeto Simulações Interativas PhET (https://phet.colorado.edu/pt_BR), da Universidade do Colorado em Boulder, oferece simulações de ciências e matemática divertidas, gratuitas, interativas e baseadas em pesquisa para uso no ensino fundamental, médio e superior. Cada simulação foi extensivamente testada e avaliada para garantir que seja adequada para fins educacionais. Além disso, todas as simulações são de código…

This introductory course offers a comprehensive exploration of Generative AI, including Transformers, ChatGPT for generating text, and Generative Adversarial Networks (GANs), the Diffusion Model for generating images. By the end of this course, you will gain a basic understanding of these Generative AI models, their underlying theories, and practical considerations. You will build a solid foundation and become ready…

This course can also be taken for academic credit as ECEA 5600, part of CU Boulder’s Master of Science in Electrical Engineering degree. Optical instruments are how we see the world, from corrective eyewear to medical endoscopes to cell phone cameras to orbiting telescopes. When you finish this course, you will be able to design, to first order, such optical systems with simple mathematical and graphical techniques.…

In this course, you will learn what a systems engineer does. Following the conceptual foundations from The Need for Systems Engineering, you will perform requirements analysis and functional analysis on engineering programs. You will learn how to perform a trade study using a methodical, quantitative approach that is universal in application. This course also covers preparing design reviews, focusing on coordinating…

Introduction to Machine Learning: Unsupervised Learning explores how machines uncover structure, patterns, and relationships in data without labeled outcomes. In this course, you’ll learn how to analyze and visualize high-dimensional data using Principal Component Analysis, discover natural groupings through clustering methods like K-Means and hierarchical clustering, and tackle real-world challenges such as missing…

Systems engineering is an interdisciplinary approach to designing, realizing, and managing complex systems. In this course, you will be introduced to principles of systems engineering and its importance to the development of complex systems. You will learn to identify and define systems, manage their complexity, and describe their life cycle. The course uses real-world engineering examples to address how the systems…

In this course, learners will become familiar with the scientific evidence that demonstrates human-caused climate change. We will explore how greenhouse gases cause the Earth to warm, and why our recent warming is attributed to human activities. We will also discuss where our climate is headed, including anticipated future temperature, precipitation, and sea level. Learners will engage with the consequences of these…

PhET Interactive Simulations (https://phet.colorado.edu/es), un proyecto de la Universidad de Colorado en Boulder, ofrece simulaciones para ciencias y matemáticas divertidas, gratuitas, interactivas y basadas en investigaciones para su uso en los niveles de educación primaria, secundaria y superior. Probamos y evaluamos exhaustivamente cada simulación para garantizar su eficacia educativa. Todas las simulaciones son…

This Cannabis, Chronic Pain, and Related Disorders course is designed to have you think critically about the health effects of cannabis (i.e., marijuana) in the context of chronic pain, opioid use disorder, obesity, sleep dysfunction and cancer. We'll learn about the epidemiology and etiology of these conditions, the harms/benefits of current treatments, and learn how to evaluate the literature on cannabis for these…

This course will explore baseball’s historical connections to money and globalization, two of the most powerful forces in the modern era. Baseball may be a child’s game, but it has been inextricably intertwined with money and profit since its very inception in the late nineteenth century. The Reserve Clause, world tours, collective bargaining, expansion, bringing players from abroad, and realignment have always been…

This course explores how animals and people are situated within the web of structures and connections known as “society.” Module 1 considers some of the key symbolic roles that animals play in society by investigating the practice of “thinking with animals.” We investigate how people construct different meanings of animals and the implications these meanings have for both animals and humans. You will gain first-hand…

This course is a gentle introduction to programming in R designed for 3 types of learners. It will be right for you, if: • you want to do data analysis but don’t know programming • you know programming but aren’t familiar with R • you know some R programming but want to learn the tidyverse verbs You will learn to do data visualization and analysis in a reproducible manner and use functions that allow your code to be…

A total eclipse is one of the most spectacular sights you can ever see! It looks like the end of the world may be at hand. There is a black hole in the sky where the sun should be. Pink flames of solar prominences and long silver streamers of the sun's corona stretch across the sky. It gets cold, and animals do strange things. People scream and shout and cheer, and remember the experience their whole life. But total…

"Comic Books, Geek Culture, and the Fandom Imaginary" explores some of the conventional framings of “fandom” (from comic book obsessives to cosplayers) and the cultural histories that sustain it. It also explores the dark side of these dynamics, looking at what can happen when fandom turns toxic in pop culture spaces. You will continue to apply frameworks of self-reflection and close reading/analysis to the study of…

Being a successful leader in complex technical organization requires being ultimately accountable for your team’s performance and meeting commitments to all your stakeholders. This second Leading Technical Organizations course, "Accountability and Employee Engagement", explores how organizational leaders use different decision-making processes for different situations and that they are ultimately accountable for all…

In this course, you’ll be learning about Computer Vision as a field of study and research. First we’ll be exploring several Computer Vision tasks and suggested approaches, from the classic Computer Vision perspective. Then we’ll introduce Deep Learning methods and apply them to some of the same problems. We will analyze the results and discuss advantages and drawbacks of both types of methods. We'll use tutorials to…

Ask for and give constructive feedback on your work, and consider venues for sharing your stories as both a leader and creator. In leadership contexts, this translates to authentic purpose, vision, and values. You’ll engage with a creative assignment with the intention of creating and polishing a story from your life that can be shared, reflecting on how stories evolve over time, through different media, and through…

This course introduces the use of statistical analysis in Python programming to study and model climate data, specifically with the SciPy and NumPy package. Topics include data visualization, predictive model development, simple linear regression, multivariate linear regression, multivariate linear regression with interaction, and logistic regression. Strong emphasis will be placed on gathering and analyzing climate…

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…

Social and emotional learning, or SEL, programs have flourished in schools during the last decade. These programs vary widely but most share a concern for five individual, student competencies: self awareness; self-management; social awareness; relationship skills; and finally responsible decision making. It is important for teachers and parents to know about and understand these programs. While lots of SEL programs…

Computing systems and technologies are impacting the lives of most people the world, and will do so even more in the future. These impacts include how we get information, how we socialize, how we receive critical services such as health care and transportation, and much more. Computing also impacts our society in fundamental ways including the impact of automation on the availability and types of employment, and how…

In this specialization, you’ll gain a comprehensive foundation in climate change policies, statistical modeling, and machine learning, all applied to the context of global climate challenges. You will learn how to critically evaluate climate policies, analyze climate data using Python, and leverage machine learning to predict extreme weather behaviors. With a focus on real-world applications you'll develop practical…

An engineering leader spends a majority of their day interacting with others. Indeed, studies repeatedly point to the impact communication skills have on the ability of managerial leaders to succeed or fail. Too often, individuals move into managerial leadership roles without an awareness of the need to improve in this area. This specialization focuses on skills such as listening, counseling, non-verbals, mentoring,…

Reinforcement learning studies how agents learn to make better decisions through interaction with an environment. Agents act, observe consequences, receive feedback, and adapt future behavior. This specialization develops reinforcement learning as a framework for sequential decision-making under uncertainty, progressing from classical foundations to scalable deep learning methods and reward design. The first course,…

This specialization dives deep into advanced Python capabilities, including object-oriented programming, high-performance data structures with NumPy and Pandas, and visually impactful data visualization techniques using Matplotlib, Seaborn, and Plotly. Learners will become proficient in managing and analyzing large datasets, crafting interactive visualizations, and presenting insights effectively. These skills align…

Unlock the power of modern computing systems with this hands-on specialization designed for scientists, engineers, scholars, and technical professionals. Whether you're working with large datasets, building machine learning models, or running complex simulations, high-performance computing (HPC) skills can significantly accelerate your work. Throughout the specialization, you'll build a strong foundation in parallel…

This Specialization is for learners wishing to dramatically change the way that they use Excel spreadsheets by unleashing the power to automate and optimize spreadsheets using Visual Basic for Applications (VBA). The first two courses will teach learners the basics of VBA through the use of dozens of educational screencasts and a series of quizzes and in-application programming assignments. Finally, in Part 3 of the…

This specialization is for software engineers interested in the principles of building and architecting large software systems that use big data. Through three courses you will learn about how to build and architect performant distributed systems from industry experts at Initial Capacity. This specialization can be taken for academic credit as part of CU Boulder’s MS in Data Science or MS in Computer Science degrees…

Over seventy companies and tens of thousands of students worldwide have used Effective Communication to deliver ideas powerfully in the workplace. By taking Business Writing, Graphic Design, and Successful Presentation, you’ll hone your written, visual, and verbal business presentation skills. You'll learn to write well-organized, clear business documents; to design elegant presentation slides, reports, and posters;…

This course can also be taken for academic credit as ECEA 5601, part of CU Boulder’s Master of Science in Electrical Engineering degree. Optical instruments are how we see the world, from corrective eyewear to medical endoscopes to cell phone cameras to orbiting telescopes. This course will teach you how to design such optical systems with simple mathematical and graphical techniques. The first order optical system…

Are you interested in Data Science but lack the math background for it? Has math always been a tough subject that you tend to avoid? This course will teach you the most fundamental Calculus concepts that you will need for a career in Data Science without a ton of unnecessary proofs and techniques that you may never use. Consider this an expressway to Data Science with approachable methods and friendly concepts that…

This course aims to help anyone interested in data science understand the cybersecurity risks and the tools/techniques that can be used to mitigate those risks. We will cover the distinctions between confidentiality, integrity, and availability, introduce learners to relevant cybersecurity tools and techniques including cryptographic tools, software resources, and policies that will be essential to data science. We…

Do you know what an ombudsman is? Do you know they exist across the entire world? Do you know how an ombuds can help you? In his course, you’re offered a rare look inside the many ways ombuds facilitate building fairness, trust, and effective communication across various institutions and communities. Continuing to break the boundaries of education, this course invites you to explore at your own pace and preference,…

This course covers the core techniques used in data mining, including frequent pattern analysis, classification, clustering, outlier analysis, as well as mining complex data and research frontiers in the data mining field. 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…

Social and emotional learning, or SEL, programs have flourished in schools during the last decade. While this growth has been impressive, inadequate attention has been paid to teachers’ social and emotional learning. In this course Dan Liston and Randy Testa introduce you to various rationales for why teacher SEL is needed as well as examine and reflect on various emotions in teaching and learning. This course is a…

This course can also be taken for academic credit as ECEA 5703, part of CU Boulder’s Master of Science in Electrical Engineering degree. This course covers the analysis and design of magnetic components, including inductors and transformers, used in power electronic converters. The course starts with an introduction to physical principles behind inductors and transformers, including the concepts of inductance, core…