University of Colorado Boulder
Vital Skills for Data Science Specialization

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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

4,825 already enrolled

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Get in-depth knowledge of a subject
4.6

(63 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

(63 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.

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Taught in English

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 hours4.4 (36 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: Applied Mathematics
Category: Data Analysis
Category: Data Ethics
Category: Data Storytelling
Category: General Networking
Category: Statistical Reporting
Category: Data-Driven Decision-Making
Category: Technical Communication
Category: Data Presentation
Category: Exploratory Data Analysis
Category: Data Science
Category: Computer Science
Category: Information Science
Category: Statistics

Ethical Issues in Data Science

Course 223 hours4.7 (40 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: Algorithms
Category: Interviewing Skills
Category: Data Ethics
Category: Data Security
Category: Privacy
Category: Data Integrity
Category: Ethics
Category: Philosophy
Category: Artificial Intelligence
Category: Information Privacy
Category: Law, Regulation, and Compliance
Category: Data Science
Category: Diversity Awareness
Category: Computer Security Awareness Training
Category: Machine Learning Algorithms
Category: Health Care
Category: Ethical Standards And Conduct

Cybersecurity for Data Science

Course 319 hours3.6 (26 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: Cyber Attacks
Category: Cyber Security Policies
Category: Data Ethics
Category: Data Security
Category: Cryptography
Category: Data Integrity
Category: Problem Solving
Category: Cybersecurity
Category: Authentications
Category: Risk Analysis
Category: Threat Modeling
Category: Security Controls
Category: Authorization (Computing)
Category: Security Software
Category: Computer Security Awareness Training
Category: Data Encryption Standard
Category: Communication

Fundamentals of Data Visualization

Course 414 hours4.7 (34 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 Storytelling
Category: Evaluation Design
Category: Requirements Analysis
Category: Usability Testing
Category: User Research
Category: Design Elements And Principles
Category: Usability
Category: User Experience Design
Category: Task Analysis (Define elements of a data analysis and/or communication problem)
Category: Design Research
Category: Visualization (Computer Graphics)
Category: Human Computer Interaction
Category: Interactive Data Visualization
Category: User-Centered Design (Create basic visualizations that match data and user needs)
Category: User Centered Design
Category: Data Visualization Software
Category: Visualizing data with Altair

Instructors

Al Pisano
University of Colorado Boulder
1 Course4,306 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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