Catalog

Data Science

This series of data science courses equips aspiring professionals with essential R and Python skills for effective data analysis and visualization, unlocking lucrative roles across various industries.

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Introduction to R for Data Analysis

This course introduces the basic skills needed to conduct a wide range of data explorations and analyses using the R programming language. Designed for beginners who are new to R and coding, by the end of this course you will feel comfortable manipulating, analyzing, and visualizing data using the popular dplyr and ggplot2 libraries in R.

In Collaboration With

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Python Fundamentals

Python is the hot ticket right now across all data-driven industries. Whether you're in finance, biotech, marketing, or tech, Python skills can propel your career forward. The sooner you dive in, the sooner you can start leveraging these skills to boost your career.

In Collaboration With

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Data Cleaning with R

Data rarely arrives in an analysis-ready format. The process of molding a dataset so that it is well-suited for analysis is known as “data cleaning”. Data cleaning is an incredibly important part of the data science process. Not only does it ensure that your data is correctly formatted for your analysis, it also provides you with a clear understanding of how real-world information is represented in your data, as well as its limitations. This course introduces a customizable data cleaning pipeline, focusing on biomedical data from electronic health records and health survey data. Learn how to utilize the R programming language, and it is assumed that learners have taken our “Introduction to R for Data Analysis” course, or equivalent. It is recommended that learners have also taken our “Advanced R for Data Analysis” course, but this is not a requirement.

In Collaboration With

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Advanced R for Data Analysis

Elevate Your R Programming with Custom Functions, Iteration, and Data Reshaping. You've learned the basics of R and the tidyverse, but now you're ready to conduct more sophisticated data manipulation and analysis. This course is designed to take your R programming expertise to the next level, building on the foundations laid in the Introduction to R for Data Analysis course. Dive into advanced techniques and powerful tools that will transform your data workflows and analytical capabilities.

In Collaboration With

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Introductory Statistics for Data Analysis

When conducting modern analysis of real-world data, understanding statistical methods is crucial. In this course you will learn both traditional statistical techniques as well as modern computational approaches to conducting statistical inference for real data, using the R programming language. This course will empower you to apply statistical methods to real data problems, transforming how you analyze and interpret data.

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Esports Business Management

In this Esports series of skill development courses are designed to equip aspiring Esport professionals with the essential skills and knowledge required to thrive in the esports industry.

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Esports Business Management Certificate

The esports industry is taking off around the world, and this rapidly growing industry offers enormous potential for individuals with the right skills. The SMU Esports Business Management Certificate program gives you a comprehensive understanding of the esports industry, and you will learn the nuances of revenue streams, sponsorships and fan engagement. Build the skills to initiate, plan, and execute live esports events. With curriculum in sports management and business topics, coursework is academically rigorous and industry-driven. You will learn from professionals working at the forefront of the business of competitive multiplayer gaming.

In Collaboration With

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Esports Ecosystems and Business Models

Dive into the dynamic world of esports, offering an in-depth exploration of its ecosystems and the diverse business models that fuel this rapidly growing industry. Participants will learn how to navigate the complexities of the esports market, identify emerging trends, and develop business strategies tailored to this unique and exciting field. This course is ideal for anyone looking to carve out a career in esports, whether in management, event organization, marketing, or content creation.

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Esports Business Development and Revenue Strategies

The esports industry is blowing up, and if you want to ride the wave, you need to know how to navigate business development opportunities and generate revenue. Whether you're gunning for sponsorships or building killer partnerships, these skills are your ticket to the big leagues.

In Collaboration With

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Esports Content and Community Engagement

Esports is a burgeoning sector that requires professionals adept in content strategy, multimedia production, and live streaming—skills that are increasingly valuable across the digital and entertainment industries.

In Collaboration With

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Esports Fan Engagement and Sponsorship Activation

The esports industry is exploding right now. Brands are pouring money into sponsorships, and fan bases are growing faster than ever. Jump in now to gain the skills that will make you indispensable in this booming market.

In Collaboration With

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Esports Tournament Design and Management

Discover the key principles behind designing and managing successful esports tournaments. This course explores how different games, communities, and fan bases impact tournament structure, rules, and logistics. Learn how to create engaging experiences for players and spectators alike, and gain the skills needed to manage all aspects of esports events—from planning to execution. Ideal for aspiring tournament organizers, event planners, and esports professionals.

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Esports Team Organization, Management and Recruitment

Unlock the secrets to building and managing elite esports teams with our comprehensive course on organization, recruitment, and strategic management. Dive into the roles and organizational structures of professional esports teams, and learn how to tackle common challenges such as managing geographically-dispersed teams and working with influencers. Through applied learning concepts, you’ll gain hands-on experience in organizing, recruiting, and managing your own esports team. Whether you’re looking to understand the overview of organization, recruitment, and management or seeking to apply these concepts practically, this course equips you with the essential skills to succeed in the dynamic world of esports.

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GIS Mapping

Explore our comprehensive GIS Mapping Programs to master spatial analysis and mapping skills for professional and personal projects.

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Digital Earth

The Digital Earth program provides hands-on training in Geographic Information Systems (GIS) mapping tools, focusing on creating, symbolizing, and applying digital maps to address contemporary challenges. Learners will develop spatial analysis skills through practical exercises and gain critical insights into the technological and societal impacts of GIS. Emphasis is placed on using these tools and perspectives to effectively navigate and contribute to 21st-century issues. This Headlamp program can be used to apply for credit for prior learning at the University of Denver in the GIS Master's Degree Program.

In Collaboration With

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Digital Earth, A Deeper Dive

The Digital Earth Deeper Dive program is the 2nd course in the GIS MicroMasters series by The University of Denver. This program provides hands-on training in Geographic Information Systems (GIS) mapping tools, focusing on creating, symbolizing, and applying digital maps to address contemporary challenges. Learners will develop spatial analysis skills through practical exercises and gain critical insights into the technological and societal impacts of GIS. Emphasis is placed on using these tools and perspectives to effectively navigate and contribute to 21st-century issues.

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Generative Artificial Intelligence

Generative AI is transforming the workplace. Here are some skill development experiences that can help you catch the wave.

Creative Writing and Generative AI

Use generative AI to enrich your creative process with thinking prompts, persona exploration, and narrative development.

Self-paced, Online
Small Portfolio Projects
Free

Research & Analysis with Generative AI

Explore how generative AI can help you learn about complex topics, communicate key takeaways, and test hypotheses.

Self-paced, Online
Small Portfolio Projects
Free

Generative AI for Software Engineers & Developers

Learn how to use generative AI as a tool to enhance your daily development workflow.

Self-paced, Online
Small Portfolio Projects
Free

Growth Mindset

All you need to know about meta-learning

Receiving & Giving Wise Feedback

Are you afraid of giving or receiving feedback? Discover how a shift in thinking towards learning is key to fulfilling your potential.

Self-paced, Online
Small Portfolio Projects
$5

Unlocking the Learner Mindset

Discover what it truly means to be “smart” and why this potential lies fully within your control.

Self-paced, Online
Small Portfolio Projects
$5

Building An Adaptive Resilience Mindset

Discover the truth behind why approaching difficulties and challenges with gritty determination is a bad idea and why adaptive resilience is likely the most important skill you have never heard about.

Self-paced, Online
Small Portfolio Projects
$5