University of Colorado Boulder
Vital Skills for Data Science Specialization
University of Colorado Boulder

Vital Skills for Data Science Specialization

Gain Exposure to Key Data Science Areas . Gain professional knowledge in the field of Data Science and learn applicable skills in Cybersecurity and Ethics.

Al Pisano
Bobby Schnabel
Danielle Szafir

Instructors: Al Pisano

Sponsored by BIDAcademy

4,648 already enrolled

Get in-depth knowledge of a subject
4.6

(62 reviews)

Intermediate level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.6

(62 reviews)

Intermediate level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Identify applications of Data Science.

  • Identify the steps of the Data Science process and apply them with real world data.

  • Discuss privacy concerns.

Details to know

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Taught in English

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Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Colorado Boulder
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Specialization - 4 course series

Data Science as a Field

Course 110 hours4.3 (35 ratings)

What you'll learn

  • By taking this course, you will be able explain what data science is and identify the key disciplines involved.

  • You will be able to use the steps of the data science process to create a reproducible data analysis and identify personal biases.

  • You will be able to identify interesting data science applications, locate jobs in Data Science, and begin developing a professional network.

Skills you'll gain

Category: Scientific Methods
Category: Technical Writing
Category: Technical Communication
Category: General Science and Research
Category: Data Science
Category: Data Storytelling
Category: Professional Networking
Category: Data Visualization
Category: Data Analysis
Category: Research Methodologies

Ethical Issues in Data Science

Course 223 hours4.7 (38 ratings)

What you'll learn

  • Learners will be able to Identify and manage ethical situations that may arise in their careers.

  • Learnerrs will be able to apply ethical frameworks to help them analyze ethical challenges.

  • Learners will be familiar with key applications of data science that are commonly  linked to ethical issues.

Skills you'll gain

Category: Data Governance
Category: Data Ethics
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Ethical Standards And Conduct
Category: Business Ethics
Category: Governance
Category: Data Security
Category: Computer Security
Category: Information Systems Security
Category: Cybersecurity
Category: Data Management
Category: Information Privacy
Category: Artificial Intelligence
Category: Cyber Security Strategy
Category: Cyber Governance
Category: Information Assurance
Category: Computer Science
Category: Data Strategy
Category: General Science and Research
Category: Medical Science and Research

Cybersecurity for Data Science

Course 319 hours3.6 (24 ratings)

What you'll learn

  • Characterize the CIA principles and use them to classify a variety of cyber scenarios.

  • Identify and disseminate vulnerabilities in the data security space- social (human) and technical (digital).

  • Distinguish ethical boundaries of hacking and its applications.

  • Explore professional cybersecurity networks and connect with experts from the field.

Skills you'll gain

Category: Network Security
Category: Cybersecurity
Category: Information Systems Security
Category: Data Security
Category: Security Testing
Category: Vulnerability Assessments
Category: Cyber Security Assessment
Category: Data Strategy
Category: Encryption
Category: Human Factors (Security)
Category: Cryptography
Category: Data Management
Category: Infrastructure Security
Category: Internet Of Things
Category: Cyber Attacks
Category: Data Governance
Category: Enterprise Security
Category: Security Engineering
Category: Professional Networking
Category: Data Ethics

Fundamentals of Data Visualization

Course 414 hours4.8 (32 ratings)

What you'll learn

  • Develop a toolkit for exploring and communicating complex data using visualization

  • Produce basic data visualizations using a chosen dataset

  • Compare methods for visualizing data and understand how these methods may guide users towards different conclusions

  • Evaluate how effectively a visualization conveys target data

Skills you'll gain

Category: Data Presentation
Category: Statistical Visualization
Category: Data Storytelling
Category: Data Visualization
Category: Interactive Data Visualization
Category: Design Research
Category: Human Centered Design
Category: Visual Design
Category: UI/UX Research
Category: Design and Product
Category: Interaction Design
Category: Dashboard
Category: User Interface and User Experience (UI/UX) Design
Category: Data Analysis
Category: Graphic and Visual Design
Category: Design Reviews
Category: Digital Design
Category: Visualization (Computer Graphics)
Category: User Centered Design
Category: Design

Instructors

Al Pisano
University of Colorado Boulder
1 Course4,131 learners

Offered by

Build toward a degree

This Specialization is part of the following degree program(s) offered by University of Colorado Boulder. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.¹

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