Data Storytelling from Udacity

What's inside

Syllabus

In this lesson, we will introduce the topic of Story Telling and also go over the course outline, including a sneak peek at the 2 projects that are part of the course.

In this lesson students will understand how to clearly articulate the problem statement that is driving the analysis, and why it matters.

In this lesson students will learn to build an analysis roadmap to stay efficient with your analysis time. An analysis roadmap consists of two key elements: (1) an issue tree and (2) a ghost deck.

In this mid-term project, apply the skills in structuring a data story on a Movies Metadata and practice defining your own problem statement and the analyses you plan to do.a

The data you work with is flawed and in this lesson students will learn where bias can be introduced in the collection, processing, and analysis process and call these caveats out.

This lesson ties everything together. It covers effective visualizations depending on the problem you are solving, and reviewing a data presentation end to end.

Building on the ghost deck, you will perform various analyses to identify the limitations and biases in data that affect the recommendations, and you will now create a final presentation.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Suitable for community college students planning to transfer to 4-year institutions

Instructors have a solid reputation in the field

Emphasizes foundational math skills for students in Computer Science

May require students to purchase a graphing calculator

Career center

Learners who complete Data Storytelling will develop knowledge and skills that may be useful to these careers:

Data Scientist

A Data Scientist uses a variety of advanced techniques, including statistical modeling and machine learning, to uncover insights from data. They build and manage data pipelines, design experiments, and develop complex systems to analyze data. The course 'Data Storytelling' is a great way to build a foundation in the principles and practices of data governance and analysis, which are essential skills for Data Scientists. The course also covers data visualization and presentation techniques, which are essential for communicating insights effectively.

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Data Analyst

Data Analysts use their knowledge of statistics, programming, and data management to analyze data and extract insights. They work with a variety of data sources, from structured data in databases to unstructured data in text and images. The course 'Data Storytelling' is a valuable resource for Data Analysts because it provides a comprehensive overview of data analysis techniques, including data cleaning, data exploration, and hypothesis testing. The course also covers data visualization and presentation skills, which are essential for communicating insights effectively.

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Business Intelligence Analyst

Business Intelligence Analysts use data to identify trends, patterns, and opportunities for businesses. They work with stakeholders to define business requirements and develop reporting and analysis solutions. The course 'Data Storytelling' is a great fit for Business Intelligence Analysts because it provides a foundation in data governance, analysis, and visualization. The course also covers how to communicate data insights effectively to stakeholders, which is a critical skill for Business Intelligence Analysts.

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Data Engineer

Data Engineers design, build, and maintain the infrastructure and systems that store, process, and analyze data. They work with a variety of data technologies, from databases to data warehouses to big data platforms. The course 'Data Storytelling' is a may be useful for Data Engineers because it provides a solid understanding of data governance and data quality. The course also covers data visualization techniques, which can be helpful for communicating technical concepts to non-technical stakeholders.

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Data Visualization Specialist

Data Visualization Specialists use data visualization tools and techniques to create visual representations of data. They work with data analysts and other stakeholders to communicate insights and trends. The course 'Data Storytelling' is a valuable resource for Data Visualization Specialists because it provides a comprehensive overview of data visualization techniques and principles. The course also covers how to communicate data insights effectively to stakeholders, which is a critical skill for Data Visualization Specialists.

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Data Journalist

Data Journalists use data to tell stories and inform the public. They work with data analysts and other journalists to research and write articles, reports, and visualizations. The course 'Data Storytelling' is a great fit for Data Journalists because it provides a foundation in data analysis, data visualization, and storytelling. The course also covers how to communicate data insights effectively to a general audience, which is a critical skill for Data Journalists.

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Data Librarian

Data Librarians manage and organize data collections. They work with researchers, students, and other stakeholders to provide access to data and information. The course 'Data Storytelling' is a may be useful for Data Librarians because it provides a foundation in data governance and data quality. The course also covers data visualization techniques, which can be helpful for communicating technical concepts to non-technical stakeholders.

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Information Architect

Information Architects design and organize websites and other information systems. They work with users and stakeholders to understand their needs and develop systems that are easy to use and understand. The course 'Data Storytelling' is a may be useful for Information Architects because it provides a foundation in data governance and data quality. The course also covers data visualization techniques, which can be helpful for communicating technical concepts to non-technical stakeholders.

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Knowledge Manager

Knowledge Managers create and manage knowledge repositories. They work with experts and other stakeholders to capture, organize, and share knowledge. The course 'Data Storytelling' is a may be useful for Knowledge Managers because it provides a foundation in data governance and data quality. The course also covers data visualization techniques, which can be helpful for communicating technical concepts to non-technical stakeholders.

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Museum curator

Museum Curators research, acquire, and preserve artifacts and specimens. They work with researchers, educators, and other stakeholders to develop and manage museum collections. The course 'Data Storytelling' is a may be useful for Museum Curators because it provides a foundation in data management and data preservation. The course also covers data visualization techniques, which can be helpful for communicating technical concepts to non-technical stakeholders.

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Archivist

Archivists acquire, preserve, and manage historical records. They work with researchers, educators, and other stakeholders to provide access to and preserve historical information. The course 'Data Storytelling' is a may be useful for Archivists because it provides a foundation in data management and data preservation. The course also covers data visualization techniques, which can be helpful for communicating technical concepts to non-technical stakeholders.

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Librarian

Librarians provide access to information and resources to patrons. They work with researchers, students, and other stakeholders to find and use information. The course 'Data Storytelling' is a may be useful for Librarians because it provides a foundation in data management and data literacy. The course also covers data visualization techniques, which can be helpful for communicating technical concepts to non-technical stakeholders.

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Technical Writer

Technical Writers create and manage technical documentation. They work with engineers, scientists, and other stakeholders to develop and maintain user manuals, white papers, and other technical documents. The course 'Data Storytelling' is a may be useful for Technical Writers because it provides a foundation in data management and data visualization. The course also covers how to communicate technical concepts effectively to a general audience, which is a critical skill for Technical Writers.

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Instructional Designer

Instructional Designers create and manage learning and development programs. They work with educators, trainers, and other stakeholders to develop and deliver effective learning experiences. The course 'Data Storytelling' is a may be useful for Instructional Designers because it provides a foundation in data management and data visualization. The course also covers how to communicate technical concepts effectively to a general audience, which is a critical skill for Instructional Designers.

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Project Manager

Project Managers plan, execute, and close projects. They work with stakeholders to define project goals, develop project plans, and manage project risks. The course 'Data Storytelling' is a may be useful for Project Managers because it provides a foundation in data management and data visualization. The course also covers how to communicate technical concepts effectively to a general audience, which is a critical skill for Project Managers.

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